warning: commands will be executed using /bin/sh
job 1539 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1971799 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 34684 members 
Mstep: Class 3 contains 34688 members 
Mstep: Class 4 contains 34423 members 
Mstep: Class 5 contains 34357 members 
Mstep: Class 6 contains 34739 members 
Mstep: Class 7 contains 34333 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 34385 members 
Mstep: Class 10 contains 34832 members 
Mstep: Class 11 contains 34527 members 
Mstep: Class 12 contains 34208 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 34803 members 
Mstep: Class 15 contains 34860 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 34568 members 
Mstep: Class 18 contains 34560 members 
Mstep: Class 19 contains 34437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1014.729248 but Gain 2176.824219
Score: -51083432.000000 Penalty: 39182.843750
Iteration 0F: 19 clusters Score -5.108343e+07 nChanged 618126
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 65249 members 
Mstep: Class 3 contains 29734 members 
Mstep: Class 4 contains 56246 members 
Mstep: Class 5 contains 31841 members 
Mstep: Class 6 contains 36717 members 
Mstep: Class 7 contains 25875 members 
Mstep: Class 8 contains 27331 members 
Mstep: Class 9 contains 25600 members 
Mstep: Class 10 contains 31834 members 
Mstep: Class 11 contains 22220 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 35694 members 
Mstep: Class 14 contains 32309 members 
Mstep: Class 15 contains 31038 members 
Mstep: Class 16 contains 44054 members 
Mstep: Class 18 contains 43431 members 
Mstep: Class 19 contains 75388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53009276.000000 Penalty: 39182.843750
Iteration 1F: 19 clusters Score -5.300928e+07 nChanged 236237
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 80702 members 
Mstep: Class 3 contains 23807 members 
Mstep: Class 4 contains 81159 members 
Mstep: Class 5 contains 25140 members 
Mstep: Class 6 contains 34147 members 
Mstep: Class 7 contains 18688 members 
Mstep: Class 8 contains 22487 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 31904 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 40212 members 
Mstep: Class 14 contains 35445 members 
Mstep: Class 15 contains 24402 members 
Mstep: Class 16 contains 48121 members 
Mstep: Class 18 contains 57787 members 
Mstep: Class 19 contains 59353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53398656.000000 Penalty: 39182.843750
Iteration 2F: 19 clusters Score -5.339866e+07 nChanged 152768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 90892 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 93905 members 
Mstep: Class 5 contains 20441 members 
Mstep: Class 6 contains 31536 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 35263 members 
Mstep: Class 10 contains 30117 members 
Mstep: Class 11 contains 11432 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 40169 members 
Mstep: Class 14 contains 33984 members 
Mstep: Class 15 contains 24505 members 
Mstep: Class 16 contains 49809 members 
Mstep: Class 18 contains 67619 members 
Mstep: Class 19 contains 47333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53587688.000000 Penalty: 39182.843750
Iteration 3F: 19 clusters Score -5.358769e+07 nChanged 115738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 98986 members 
Mstep: Class 3 contains 11906 members 
Mstep: Class 4 contains 105014 members 
Mstep: Class 5 contains 18880 members 
Mstep: Class 6 contains 27491 members 
Mstep: Class 7 contains 15237 members 
Mstep: Class 8 contains 18946 members 
Mstep: Class 9 contains 38627 members 
Mstep: Class 10 contains 26629 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 37088 members 
Mstep: Class 14 contains 29509 members 
Mstep: Class 15 contains 25820 members 
Mstep: Class 16 contains 52041 members 
Mstep: Class 18 contains 73280 members 
Mstep: Class 19 contains 38724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53719520.000000 Penalty: 39182.843750
Iteration 4F: 19 clusters Score -5.371952e+07 nChanged 97335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 103617 members 
Mstep: Class 3 contains 7760 members 
Mstep: Class 4 contains 114228 members 
Mstep: Class 5 contains 19268 members 
Mstep: Class 6 contains 22732 members 
Mstep: Class 7 contains 15278 members 
Mstep: Class 8 contains 19551 members 
Mstep: Class 9 contains 39439 members 
Mstep: Class 10 contains 23775 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 3896 members 
Mstep: Class 13 contains 34003 members 
Mstep: Class 14 contains 24643 members 
Mstep: Class 15 contains 28163 members 
Mstep: Class 16 contains 54669 members 
Mstep: Class 18 contains 77559 members 
Mstep: Class 19 contains 33245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53826252.000000 Penalty: 39182.843750
Iteration 5F: 19 clusters Score -5.382625e+07 nChanged 84942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 103595 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 118317 members 
Mstep: Class 5 contains 20110 members 
Mstep: Class 6 contains 18277 members 
Mstep: Class 7 contains 15137 members 
Mstep: Class 8 contains 20124 members 
Mstep: Class 9 contains 39198 members 
Mstep: Class 10 contains 22281 members 
Mstep: Class 11 contains 10231 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 33802 members 
Mstep: Class 14 contains 20590 members 
Mstep: Class 15 contains 31246 members 
Mstep: Class 16 contains 57545 members 
Mstep: Class 18 contains 82810 members 
Mstep: Class 19 contains 30470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53915152.000000 Penalty: 39182.843750
Iteration 6F: 19 clusters Score -5.391515e+07 nChanged 79318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 97790 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 20679 members 
Mstep: Class 6 contains 14839 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 21321 members 
Mstep: Class 11 contains 9397 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 37170 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 34639 members 
Mstep: Class 16 contains 62446 members 
Mstep: Class 18 contains 91799 members 
Mstep: Class 19 contains 28506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009764.000000 Penalty: 39182.843750
Iteration 7F: 19 clusters Score -5.400976e+07 nChanged 75896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 86927 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 102754 members 
Mstep: Class 5 contains 21231 members 
Mstep: Class 6 contains 12752 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 19840 members 
Mstep: Class 9 contains 37893 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 4866 members 
Mstep: Class 13 contains 39761 members 
Mstep: Class 14 contains 15795 members 
Mstep: Class 15 contains 38075 members 
Mstep: Class 16 contains 73282 members 
Mstep: Class 18 contains 107253 members 
Mstep: Class 19 contains 26397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54089076.000000 Penalty: 39182.843750
Iteration 8F: 19 clusters Score -5.408908e+07 nChanged 67557
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 75964 members 
Mstep: Class 3 contains 3204 members 
Mstep: Class 4 contains 87041 members 
Mstep: Class 5 contains 21789 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 15130 members 
Mstep: Class 8 contains 19475 members 
Mstep: Class 9 contains 37127 members 
Mstep: Class 10 contains 18414 members 
Mstep: Class 11 contains 8190 members 
Mstep: Class 12 contains 5488 members 
Mstep: Class 13 contains 40648 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 40976 members 
Mstep: Class 16 contains 83950 members 
Mstep: Class 18 contains 126359 members 
Mstep: Class 19 contains 24232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54143652.000000 Penalty: 39182.843750
Iteration 9F: 19 clusters Score -5.414365e+07 nChanged 54890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 67069 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 71225 members 
Mstep: Class 5 contains 22280 members 
Mstep: Class 6 contains 13572 members 
Mstep: Class 7 contains 15244 members 
Mstep: Class 8 contains 19038 members 
Mstep: Class 9 contains 36262 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 40480 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 43597 members 
Mstep: Class 16 contains 92934 members 
Mstep: Class 18 contains 144230 members 
Mstep: Class 19 contains 22254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54186996.000000 Penalty: 39182.843750
Iteration 10F: 19 clusters Score -5.4187e+07 nChanged 45941
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 60176 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 56342 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 15569 members 
Mstep: Class 7 contains 15170 members 
Mstep: Class 8 contains 18567 members 
Mstep: Class 9 contains 35373 members 
Mstep: Class 10 contains 14360 members 
Mstep: Class 11 contains 7339 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 39410 members 
Mstep: Class 14 contains 12620 members 
Mstep: Class 15 contains 46192 members 
Mstep: Class 16 contains 100478 members 
Mstep: Class 18 contains 159648 members 
Mstep: Class 19 contains 20990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54220904.000000 Penalty: 39182.843750
Iteration 11F: 19 clusters Score -5.42209e+07 nChanged 38943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 54489 members 
Mstep: Class 3 contains 3756 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 23106 members 
Mstep: Class 6 contains 17658 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 18137 members 
Mstep: Class 9 contains 34589 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 7627 members 
Mstep: Class 13 contains 37765 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 48749 members 
Mstep: Class 16 contains 107023 members 
Mstep: Class 18 contains 172544 members 
Mstep: Class 19 contains 19788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54246584.000000 Penalty: 39182.843750
Iteration 12F: 19 clusters Score -5.424658e+07 nChanged 31730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 49720 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 34289 members 
Mstep: Class 5 contains 23482 members 
Mstep: Class 6 contains 19435 members 
Mstep: Class 7 contains 14624 members 
Mstep: Class 8 contains 17608 members 
Mstep: Class 9 contains 33935 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 8153 members 
Mstep: Class 13 contains 35630 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 51160 members 
Mstep: Class 16 contains 112702 members 
Mstep: Class 18 contains 182289 members 
Mstep: Class 19 contains 18539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54265416.000000 Penalty: 39182.843750
Iteration 13Q: 19 clusters Score -5.426542e+07 nChanged 25136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 45428 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 23898 members 
Mstep: Class 6 contains 20887 members 
Mstep: Class 7 contains 14318 members 
Mstep: Class 8 contains 17122 members 
Mstep: Class 9 contains 33222 members 
Mstep: Class 10 contains 11567 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 8501 members 
Mstep: Class 13 contains 33165 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 53372 members 
Mstep: Class 16 contains 117584 members 
Mstep: Class 18 contains 189096 members 
Mstep: Class 19 contains 17395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54279492.000000 Penalty: 39182.843750
Iteration 14Q: 19 clusters Score -5.427949e+07 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 25201 members 
Mstep: Class 5 contains 24332 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 16616 members 
Mstep: Class 9 contains 32510 members 
Mstep: Class 10 contains 11663 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 8794 members 
Mstep: Class 13 contains 30560 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 55359 members 
Mstep: Class 16 contains 121636 members 
Mstep: Class 18 contains 193865 members 
Mstep: Class 19 contains 16462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54290348.000000 Penalty: 39182.843750
Iteration 15Q: 19 clusters Score -5.429035e+07 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 38373 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 23222 members 
Mstep: Class 5 contains 24777 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 13641 members 
Mstep: Class 8 contains 16118 members 
Mstep: Class 9 contains 31859 members 
Mstep: Class 10 contains 11963 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 27880 members 
Mstep: Class 14 contains 10917 members 
Mstep: Class 15 contains 57091 members 
Mstep: Class 16 contains 125174 members 
Mstep: Class 18 contains 197366 members 
Mstep: Class 19 contains 15814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54299564.000000 Penalty: 39182.843750
Iteration 16Q: 19 clusters Score -5.429956e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 35745 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 21954 members 
Mstep: Class 5 contains 25168 members 
Mstep: Class 6 contains 24095 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 8 contains 15678 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 25224 members 
Mstep: Class 14 contains 10588 members 
Mstep: Class 15 contains 58571 members 
Mstep: Class 16 contains 128370 members 
Mstep: Class 18 contains 199906 members 
Mstep: Class 19 contains 15316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54307280.000000 Penalty: 39182.843750
Iteration 17Q: 19 clusters Score -5.430728e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 33697 members 
Mstep: Class 3 contains 5118 members 
Mstep: Class 4 contains 21205 members 
Mstep: Class 5 contains 25554 members 
Mstep: Class 6 contains 24913 members 
Mstep: Class 7 contains 13007 members 
Mstep: Class 8 contains 15265 members 
Mstep: Class 9 contains 30679 members 
Mstep: Class 10 contains 12633 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 9058 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 10280 members 
Mstep: Class 15 contains 59800 members 
Mstep: Class 16 contains 131208 members 
Mstep: Class 18 contains 201714 members 
Mstep: Class 19 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54312736.000000 Penalty: 39182.843750
Iteration 18Q: 19 clusters Score -5.431274e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 32100 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 20777 members 
Mstep: Class 5 contains 25791 members 
Mstep: Class 6 contains 25692 members 
Mstep: Class 7 contains 12762 members 
Mstep: Class 8 contains 14877 members 
Mstep: Class 9 contains 30196 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 20107 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 60766 members 
Mstep: Class 16 contains 133803 members 
Mstep: Class 18 contains 203064 members 
Mstep: Class 19 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54317100.000000 Penalty: 39182.843750
Iteration 19Q: 19 clusters Score -5.43171e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 30808 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 25972 members 
Mstep: Class 6 contains 26489 members 
Mstep: Class 7 contains 12571 members 
Mstep: Class 8 contains 14538 members 
Mstep: Class 9 contains 29746 members 
Mstep: Class 10 contains 13095 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 17573 members 
Mstep: Class 14 contains 9870 members 
Mstep: Class 15 contains 61615 members 
Mstep: Class 16 contains 136242 members 
Mstep: Class 18 contains 204068 members 
Mstep: Class 19 contains 14665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54320272.000000 Penalty: 39182.843750
Iteration 20F: 19 clusters Score -5.432027e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 29614 members 
Mstep: Class 3 contains 5595 members 
Mstep: Class 4 contains 20503 members 
Mstep: Class 5 contains 26122 members 
Mstep: Class 6 contains 27210 members 
Mstep: Class 7 contains 12361 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 29299 members 
Mstep: Class 10 contains 13283 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 15 contains 62315 members 
Mstep: Class 16 contains 138742 members 
Mstep: Class 18 contains 204840 members 
Mstep: Class 19 contains 14575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54323388.000000 Penalty: 39182.843750
Iteration 21Q: 19 clusters Score -5.432339e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 28551 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 26239 members 
Mstep: Class 6 contains 27880 members 
Mstep: Class 7 contains 12170 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 28866 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 12771 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 15 contains 62939 members 
Mstep: Class 16 contains 141176 members 
Mstep: Class 18 contains 205390 members 
Mstep: Class 19 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54326644.000000 Penalty: 39182.843750
Iteration 22Q: 19 clusters Score -5.432664e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 27566 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 20533 members 
Mstep: Class 5 contains 26345 members 
Mstep: Class 6 contains 28560 members 
Mstep: Class 7 contains 11974 members 
Mstep: Class 8 contains 13825 members 
Mstep: Class 9 contains 28413 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 63420 members 
Mstep: Class 16 contains 143531 members 
Mstep: Class 18 contains 205774 members 
Mstep: Class 19 contains 14413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54329292.000000 Penalty: 39182.843750
Iteration 23Q: 19 clusters Score -5.432929e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 26608 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 29263 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 27923 members 
Mstep: Class 10 contains 13755 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 8600 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 63831 members 
Mstep: Class 16 contains 145729 members 
Mstep: Class 18 contains 206052 members 
Mstep: Class 19 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54331736.000000 Penalty: 39182.843750
Iteration 24Q: 19 clusters Score -5.433174e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 25709 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 20655 members 
Mstep: Class 5 contains 26482 members 
Mstep: Class 6 contains 29898 members 
Mstep: Class 7 contains 11696 members 
Mstep: Class 8 contains 13563 members 
Mstep: Class 9 contains 27437 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 64166 members 
Mstep: Class 16 contains 147836 members 
Mstep: Class 18 contains 206283 members 
Mstep: Class 19 contains 14194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54334164.000000 Penalty: 39182.843750
Iteration 25Q: 19 clusters Score -5.433416e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 24855 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 20736 members 
Mstep: Class 5 contains 26533 members 
Mstep: Class 6 contains 30501 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 13446 members 
Mstep: Class 9 contains 26978 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 9472 members 
Mstep: Class 15 contains 64458 members 
Mstep: Class 16 contains 149768 members 
Mstep: Class 18 contains 206427 members 
Mstep: Class 19 contains 14074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54336544.000000 Penalty: 39182.843750
Iteration 26Q: 19 clusters Score -5.433654e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 23930 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 20819 members 
Mstep: Class 5 contains 26581 members 
Mstep: Class 6 contains 31072 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 13370 members 
Mstep: Class 9 contains 26497 members 
Mstep: Class 10 contains 14030 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 9536 members 
Mstep: Class 15 contains 64736 members 
Mstep: Class 16 contains 151563 members 
Mstep: Class 18 contains 206546 members 
Mstep: Class 19 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54338808.000000 Penalty: 39182.843750
Iteration 27Q: 19 clusters Score -5.433881e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 23045 members 
Mstep: Class 3 contains 6385 members 
Mstep: Class 4 contains 20903 members 
Mstep: Class 5 contains 26619 members 
Mstep: Class 6 contains 31610 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 13308 members 
Mstep: Class 9 contains 26034 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 8595 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 65000 members 
Mstep: Class 16 contains 153081 members 
Mstep: Class 18 contains 206621 members 
Mstep: Class 19 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54340848.000000 Penalty: 39182.843750
Iteration 28Q: 19 clusters Score -5.434085e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 20988 members 
Mstep: Class 5 contains 26644 members 
Mstep: Class 6 contains 32085 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 13266 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 14197 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 6962 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 9753 members 
Mstep: Class 15 contains 65229 members 
Mstep: Class 16 contains 154408 members 
Mstep: Class 18 contains 206645 members 
Mstep: Class 19 contains 13699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2149.487305 but Gain 2176.824219
Score: -54342132.000000 Penalty: 37006.019531
Iteration 29Q: 18 clusters Score -5.434213e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 21470 members 
Mstep: Class 3 contains 6528 members 
Mstep: Class 4 contains 21079 members 
Mstep: Class 5 contains 26667 members 
Mstep: Class 6 contains 32552 members 
Mstep: Class 7 contains 11296 members 
Mstep: Class 8 contains 13234 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 10 contains 14302 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 6814 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 65846 members 
Mstep: Class 16 contains 156710 members 
Mstep: Class 18 contains 206649 members 
Mstep: Class 19 contains 13577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54345920.000000 Penalty: 37006.019531
Iteration 30Q: 18 clusters Score -5.434592e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 20593 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 26637 members 
Mstep: Class 6 contains 32888 members 
Mstep: Class 7 contains 11235 members 
Mstep: Class 8 contains 13206 members 
Mstep: Class 9 contains 24816 members 
Mstep: Class 10 contains 14412 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 65918 members 
Mstep: Class 16 contains 157677 members 
Mstep: Class 18 contains 206613 members 
Mstep: Class 19 contains 13402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54346824.000000 Penalty: 37006.019531
Iteration 31Q: 18 clusters Score -5.434682e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 19786 members 
Mstep: Class 3 contains 6564 members 
Mstep: Class 4 contains 21348 members 
Mstep: Class 5 contains 26659 members 
Mstep: Class 6 contains 33167 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 13181 members 
Mstep: Class 9 contains 24479 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 14 contains 10271 members 
Mstep: Class 15 contains 65978 members 
Mstep: Class 16 contains 158519 members 
Mstep: Class 18 contains 206569 members 
Mstep: Class 19 contains 13217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54347524.000000 Penalty: 37006.019531
Iteration 32Q: 18 clusters Score -5.434752e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 19019 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 21487 members 
Mstep: Class 5 contains 26679 members 
Mstep: Class 6 contains 33402 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 13164 members 
Mstep: Class 9 contains 24180 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 6537 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 66019 members 
Mstep: Class 16 contains 159300 members 
Mstep: Class 18 contains 206537 members 
Mstep: Class 19 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54348688.000000 Penalty: 37006.019531
Iteration 33Q: 18 clusters Score -5.434869e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 18332 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 21630 members 
Mstep: Class 5 contains 26726 members 
Mstep: Class 6 contains 33606 members 
Mstep: Class 7 contains 11125 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 23888 members 
Mstep: Class 10 contains 14729 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 6467 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 66062 members 
Mstep: Class 16 contains 160045 members 
Mstep: Class 18 contains 206496 members 
Mstep: Class 19 contains 12798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54349868.000000 Penalty: 37006.019531
Iteration 34Q: 18 clusters Score -5.434987e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 17679 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 21823 members 
Mstep: Class 5 contains 26764 members 
Mstep: Class 6 contains 33779 members 
Mstep: Class 7 contains 11113 members 
Mstep: Class 8 contains 13123 members 
Mstep: Class 9 contains 23601 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 6405 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 66091 members 
Mstep: Class 16 contains 160755 members 
Mstep: Class 18 contains 206453 members 
Mstep: Class 19 contains 12537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54350708.000000 Penalty: 37006.019531
Iteration 35Q: 18 clusters Score -5.435071e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 17079 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 22055 members 
Mstep: Class 5 contains 26809 members 
Mstep: Class 6 contains 33837 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 9 contains 23331 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 6358 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 66052 members 
Mstep: Class 16 contains 161539 members 
Mstep: Class 18 contains 206402 members 
Mstep: Class 19 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54351204.000000 Penalty: 37006.019531
Iteration 36Q: 18 clusters Score -5.43512e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 16478 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 22205 members 
Mstep: Class 5 contains 26872 members 
Mstep: Class 6 contains 33884 members 
Mstep: Class 7 contains 11097 members 
Mstep: Class 8 contains 13084 members 
Mstep: Class 9 contains 23077 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 6324 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 66001 members 
Mstep: Class 16 contains 162355 members 
Mstep: Class 18 contains 206342 members 
Mstep: Class 19 contains 11961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54351944.000000 Penalty: 37006.019531
Iteration 37Q: 18 clusters Score -5.435194e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15884 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 22283 members 
Mstep: Class 5 contains 26959 members 
Mstep: Class 6 contains 33898 members 
Mstep: Class 7 contains 11098 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 22851 members 
Mstep: Class 10 contains 15211 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 6272 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 65919 members 
Mstep: Class 16 contains 163185 members 
Mstep: Class 18 contains 206271 members 
Mstep: Class 19 contains 11765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54352936.000000 Penalty: 37006.019531
Iteration 38Q: 18 clusters Score -5.435294e+07 nChanged 2789
Entering ConstructFrom: 
Score: -54352936.000000 Penalty: 37006.019531
Entering ConstructFrom: 
Trying to split cluster 1 (15477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Entering Unmasked Estep 
Score: -1285675.375000 Penalty: 1567.655396
	Iteration 0F: 2 clusters Score -1285675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1275091.125000 Penalty: 3135.310791
	Iteration 0F: 3 clusters Score -1275091 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1279032.750000 Penalty: 3135.310791
	Iteration 1F: 3 clusters Score -1279033 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1279804.875000 Penalty: 3135.310791
	Iteration 2F: 3 clusters Score -1279805 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1280642.125000 Penalty: 3135.310791
	Iteration 3F: 3 clusters Score -1280642 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1281605.750000 Penalty: 3135.310791
	Iteration 4F: 3 clusters Score -1281606 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1282647.500000 Penalty: 3135.310791
	Iteration 5F: 3 clusters Score -1282648 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1283602.375000 Penalty: 3135.310791
	Iteration 6F: 3 clusters Score -1283602 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1284358.750000 Penalty: 3135.310791
	Iteration 7F: 3 clusters Score -1284359 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1284860.000000 Penalty: 3135.310791
	Iteration 8F: 3 clusters Score -1284860 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1285205.500000 Penalty: 3135.310791
	Iteration 9Q: 3 clusters Score -1285206 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1285458.500000 Penalty: 3135.310791
	Iteration 10Q: 3 clusters Score -1285458 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1285675.000000 Penalty: 3135.310791
	Iteration 11Q: 3 clusters Score -1285675 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1285865.750000 Penalty: 3135.310791
	Iteration 12Q: 3 clusters Score -1285866 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1286047.250000 Penalty: 3135.310791
	Iteration 13Q: 3 clusters Score -1286047 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1286181.000000 Penalty: 3135.310791
	Iteration 14Q: 3 clusters Score -1286181 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1286280.750000 Penalty: 3135.310791
	Iteration 15Q: 3 clusters Score -1286281 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1286361.625000 Penalty: 3135.310791
	Iteration 16Q: 3 clusters Score -1286362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1286425.000000 Penalty: 3135.310791
	Iteration 17Q: 3 clusters Score -1286425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1286459.625000 Penalty: 3135.310791
	Iteration 18Q: 3 clusters Score -1286460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1286486.875000 Penalty: 3135.310791
	Iteration 19Q: 3 clusters Score -1286487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1286504.250000 Penalty: 3135.310791
	Iteration 20F: 3 clusters Score -1286504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1286518.375000 Penalty: 3135.310791
	Iteration 21Q: 3 clusters Score -1286518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1286526.625000 Penalty: 3135.310791
	Iteration 22Q: 3 clusters Score -1286527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1286532.875000 Penalty: 3135.310791
	Iteration 23Q: 3 clusters Score -1286533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1286535.125000 Penalty: 3135.310791
	Iteration 24Q: 3 clusters Score -1286535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1286533.625000 Penalty: 3135.310791
	Iteration 25Q: 3 clusters Score -1286534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1286535.625000 Penalty: 3135.310791
	Iteration 26Q: 3 clusters Score -1286536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1286536.500000 Penalty: 3135.310791
	Iteration 27Q: 3 clusters Score -1286536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1286542.625000 Penalty: 3135.310791
	Iteration 28Q: 3 clusters Score -1286543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1286545.375000 Penalty: 3135.310791
	Iteration 29Q: 3 clusters Score -1286545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1286546.500000 Penalty: 3135.310791
	Iteration 30Q: 3 clusters Score -1286546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1286549.375000 Penalty: 3135.310791
	Iteration 31Q: 3 clusters Score -1286549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1286552.125000 Penalty: 3135.310791
	Iteration 32Q: 3 clusters Score -1286552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1286553.500000 Penalty: 3135.310791
	Iteration 33Q: 3 clusters Score -1286554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1286555.375000 Penalty: 3135.310791
	Iteration 34Q: 3 clusters Score -1286555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1286552.500000 Penalty: 3135.310791
	Iteration 35Q: 3 clusters Score -1286552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1286555.375000 Penalty: 3135.310791
	Iteration 36Q: 3 clusters Score -1286555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1286554.125000 Penalty: 3135.310791
	Iteration 37Q: 3 clusters Score -1286554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1286553.750000 Penalty: 3135.310791
	Iteration 38Q: 3 clusters Score -1286554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1286554.875000 Penalty: 3135.310791
	Iteration 39Q: 3 clusters Score -1286555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1286554.125000 Penalty: 3135.310791
	Iteration 40F: 3 clusters Score -1286554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1286555.250000 Penalty: 3135.310791
	Iteration 41Q: 3 clusters Score -1286555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1286555.250000 Penalty: 3135.310791
	Iteration 42F: 3 clusters Score -1286555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 22312 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 33908 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Entering Unmasked Estep 
Score: -54353536.000000 Penalty: 39182.843750
Splitting cluster 1 changes total score from -54352936.000000 to -54353536.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (15346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Entering Unmasked Estep 
Score: -1323839.500000 Penalty: 1566.274048
	Iteration 0F: 2 clusters Score -1323840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1313210.250000 Penalty: 3132.548096
	Iteration 0F: 3 clusters Score -1313210 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1316944.500000 Penalty: 3132.548096
	Iteration 1F: 3 clusters Score -1316944 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1317217.125000 Penalty: 3132.548096
	Iteration 2F: 3 clusters Score -1317217 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1317448.625000 Penalty: 3132.548096
	Iteration 3Q: 3 clusters Score -1317449 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1317656.625000 Penalty: 3132.548096
	Iteration 4Q: 3 clusters Score -1317657 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1317861.375000 Penalty: 3132.548096
	Iteration 5Q: 3 clusters Score -1317861 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1318073.625000 Penalty: 3132.548096
	Iteration 6Q: 3 clusters Score -1318074 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1318374.875000 Penalty: 3132.548096
	Iteration 7Q: 3 clusters Score -1318375 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1318748.000000 Penalty: 3132.548096
	Iteration 8Q: 3 clusters Score -1318748 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1319202.000000 Penalty: 3132.548096
	Iteration 9F: 3 clusters Score -1319202 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1319812.875000 Penalty: 3132.548096
	Iteration 10F: 3 clusters Score -1319813 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1320517.125000 Penalty: 3132.548096
	Iteration 11F: 3 clusters Score -1320517 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1321176.500000 Penalty: 3132.548096
	Iteration 12F: 3 clusters Score -1321176 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1321693.500000 Penalty: 3132.548096
	Iteration 13Q: 3 clusters Score -1321694 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1322089.500000 Penalty: 3132.548096
	Iteration 14Q: 3 clusters Score -1322090 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1322290.375000 Penalty: 3132.548096
	Iteration 15Q: 3 clusters Score -1322290 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1322398.875000 Penalty: 3132.548096
	Iteration 16Q: 3 clusters Score -1322399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1322464.750000 Penalty: 3132.548096
	Iteration 17Q: 3 clusters Score -1322465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1322497.250000 Penalty: 3132.548096
	Iteration 18Q: 3 clusters Score -1322497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1322525.625000 Penalty: 3132.548096
	Iteration 19Q: 3 clusters Score -1322526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1322545.375000 Penalty: 3132.548096
	Iteration 20F: 3 clusters Score -1322545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1322552.250000 Penalty: 3132.548096
	Iteration 21Q: 3 clusters Score -1322552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1322553.250000 Penalty: 3132.548096
	Iteration 22Q: 3 clusters Score -1322553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1322558.500000 Penalty: 3132.548096
	Iteration 23Q: 3 clusters Score -1322558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1322561.500000 Penalty: 3132.548096
	Iteration 24Q: 3 clusters Score -1322562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1322564.250000 Penalty: 3132.548096
	Iteration 25Q: 3 clusters Score -1322564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1322565.250000 Penalty: 3132.548096
	Iteration 26Q: 3 clusters Score -1322565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1322568.125000 Penalty: 3132.548096
	Iteration 27Q: 3 clusters Score -1322568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1322569.875000 Penalty: 3132.548096
	Iteration 28Q: 3 clusters Score -1322570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1322572.250000 Penalty: 3132.548096
	Iteration 29Q: 3 clusters Score -1322572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1322571.125000 Penalty: 3132.548096
	Iteration 30Q: 3 clusters Score -1322571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1322571.125000 Penalty: 3132.548096
	Iteration 31F: 3 clusters Score -1322571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -536851.687500 Penalty: 1430.970947
	Iteration 0F: 2 clusters Score -536851.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -531905.750000 Penalty: 2861.941895
	Iteration 0F: 3 clusters Score -531905.8 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -533536.375000 Penalty: 2861.941895
	Iteration 1F: 3 clusters Score -533536.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -533776.000000 Penalty: 2861.941895
	Iteration 2F: 3 clusters Score -533776 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -533934.125000 Penalty: 2861.941895
	Iteration 3F: 3 clusters Score -533934.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -534055.000000 Penalty: 2861.941895
	Iteration 4Q: 3 clusters Score -534055 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -534166.062500 Penalty: 2861.941895
	Iteration 5Q: 3 clusters Score -534166.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -534286.187500 Penalty: 2861.941895
	Iteration 6Q: 3 clusters Score -534286.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -534403.812500 Penalty: 2861.941895
	Iteration 7Q: 3 clusters Score -534403.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -534517.625000 Penalty: 2861.941895
	Iteration 8Q: 3 clusters Score -534517.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -534640.812500 Penalty: 2861.941895
	Iteration 9Q: 3 clusters Score -534640.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -534760.562500 Penalty: 2861.941895
	Iteration 10Q: 3 clusters Score -534760.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -534868.500000 Penalty: 2861.941895
	Iteration 11Q: 3 clusters Score -534868.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -534975.625000 Penalty: 2861.941895
	Iteration 12Q: 3 clusters Score -534975.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -535067.125000 Penalty: 2861.941895
	Iteration 13Q: 3 clusters Score -535067.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -535162.437500 Penalty: 2861.941895
	Iteration 14Q: 3 clusters Score -535162.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -535260.750000 Penalty: 2861.941895
	Iteration 15Q: 3 clusters Score -535260.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -535352.937500 Penalty: 2861.941895
	Iteration 16Q: 3 clusters Score -535352.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -535432.625000 Penalty: 2861.941895
	Iteration 17Q: 3 clusters Score -535432.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -535488.750000 Penalty: 2861.941895
	Iteration 18Q: 3 clusters Score -535488.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -535529.250000 Penalty: 2861.941895
	Iteration 19Q: 3 clusters Score -535529.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -535559.937500 Penalty: 2861.941895
	Iteration 20F: 3 clusters Score -535559.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -535577.812500 Penalty: 2861.941895
	Iteration 21Q: 3 clusters Score -535577.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -535593.750000 Penalty: 2861.941895
	Iteration 22Q: 3 clusters Score -535593.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -535606.812500 Penalty: 2861.941895
	Iteration 23Q: 3 clusters Score -535606.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -535619.375000 Penalty: 2861.941895
	Iteration 24Q: 3 clusters Score -535619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -535628.000000 Penalty: 2861.941895
	Iteration 25Q: 3 clusters Score -535628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -535634.062500 Penalty: 2861.941895
	Iteration 26Q: 3 clusters Score -535634.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -535638.812500 Penalty: 2861.941895
	Iteration 27Q: 3 clusters Score -535638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -535642.687500 Penalty: 2861.941895
	Iteration 28Q: 3 clusters Score -535642.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -535645.500000 Penalty: 2861.941895
	Iteration 29Q: 3 clusters Score -535645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -535650.437500 Penalty: 2861.941895
	Iteration 30Q: 3 clusters Score -535650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -535655.750000 Penalty: 2861.941895
	Iteration 31Q: 3 clusters Score -535655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -535659.375000 Penalty: 2861.941895
	Iteration 32Q: 3 clusters Score -535659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -535661.500000 Penalty: 2861.941895
	Iteration 33Q: 3 clusters Score -535661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -535663.812500 Penalty: 2861.941895
	Iteration 34Q: 3 clusters Score -535663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -535667.125000 Penalty: 2861.941895
	Iteration 35Q: 3 clusters Score -535667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -535668.937500 Penalty: 2861.941895
	Iteration 36Q: 3 clusters Score -535668.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -535674.375000 Penalty: 2861.941895
	Iteration 37Q: 3 clusters Score -535674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -535677.000000 Penalty: 2861.941895
	Iteration 38Q: 3 clusters Score -535677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -535680.312500 Penalty: 2861.941895
	Iteration 39Q: 3 clusters Score -535680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -535682.375000 Penalty: 2861.941895
	Iteration 40F: 3 clusters Score -535682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -535686.375000 Penalty: 2861.941895
	Iteration 41Q: 3 clusters Score -535686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -535687.250000 Penalty: 2861.941895
	Iteration 42Q: 3 clusters Score -535687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -535689.937500 Penalty: 2861.941895
	Iteration 43Q: 3 clusters Score -535689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -535690.250000 Penalty: 2861.941895
	Iteration 44Q: 3 clusters Score -535690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -535691.875000 Penalty: 2861.941895
	Iteration 45Q: 3 clusters Score -535691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -535693.375000 Penalty: 2861.941895
	Iteration 46Q: 3 clusters Score -535693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -535693.375000 Penalty: 2861.941895
	Iteration 47F: 3 clusters Score -535693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Entering Unmasked Estep 
Score: -1896264.875000 Penalty: 1627.093018
	Iteration 0F: 2 clusters Score -1896265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1881230.500000 Penalty: 3254.186035
	Iteration 0F: 3 clusters Score -1881230 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1887665.750000 Penalty: 3254.186035
	Iteration 1F: 3 clusters Score -1887666 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1889357.000000 Penalty: 3254.186035
	Iteration 2F: 3 clusters Score -1889357 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1891471.625000 Penalty: 3254.186035
	Iteration 3F: 3 clusters Score -1891472 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1893665.125000 Penalty: 3254.186035
	Iteration 4F: 3 clusters Score -1893665 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1895462.750000 Penalty: 3254.186035
	Iteration 5F: 3 clusters Score -1895463 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1896794.000000 Penalty: 3254.186035
	Iteration 6F: 3 clusters Score -1896794 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1897675.250000 Penalty: 3254.186035
	Iteration 7Q: 3 clusters Score -1897675 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1898062.625000 Penalty: 3254.186035
	Iteration 8Q: 3 clusters Score -1898063 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1898241.250000 Penalty: 3254.186035
	Iteration 9Q: 3 clusters Score -1898241 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1898345.375000 Penalty: 3254.186035
	Iteration 10Q: 3 clusters Score -1898345 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1898400.125000 Penalty: 3254.186035
	Iteration 11Q: 3 clusters Score -1898400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1898428.750000 Penalty: 3254.186035
	Iteration 12Q: 3 clusters Score -1898429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1898452.125000 Penalty: 3254.186035
	Iteration 13Q: 3 clusters Score -1898452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1898469.500000 Penalty: 3254.186035
	Iteration 14Q: 3 clusters Score -1898470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1898475.000000 Penalty: 3254.186035
	Iteration 15Q: 3 clusters Score -1898475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1898474.125000 Penalty: 3254.186035
	Iteration 16Q: 3 clusters Score -1898474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1898473.500000 Penalty: 3254.186035
	Iteration 17Q: 3 clusters Score -1898474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1898474.625000 Penalty: 3254.186035
	Iteration 18Q: 3 clusters Score -1898475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1898480.375000 Penalty: 3254.186035
	Iteration 19Q: 3 clusters Score -1898480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1898482.750000 Penalty: 3254.186035
	Iteration 20F: 3 clusters Score -1898483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1898486.375000 Penalty: 3254.186035
	Iteration 21Q: 3 clusters Score -1898486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1898488.000000 Penalty: 3254.186035
	Iteration 22Q: 3 clusters Score -1898488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1898489.875000 Penalty: 3254.186035
	Iteration 23Q: 3 clusters Score -1898490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1898489.875000 Penalty: 3254.186035
	Iteration 24Q: 3 clusters Score -1898490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1898491.125000 Penalty: 3254.186035
	Iteration 25Q: 3 clusters Score -1898491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1898497.375000 Penalty: 3254.186035
	Iteration 26Q: 3 clusters Score -1898497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1898498.375000 Penalty: 3254.186035
	Iteration 27Q: 3 clusters Score -1898498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1898495.250000 Penalty: 3254.186035
	Iteration 28Q: 3 clusters Score -1898495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1898495.125000 Penalty: 3254.186035
	Iteration 29Q: 3 clusters Score -1898495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1898491.250000 Penalty: 3254.186035
	Iteration 30Q: 3 clusters Score -1898491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1898495.750000 Penalty: 3254.186035
	Iteration 31Q: 3 clusters Score -1898496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1898495.750000 Penalty: 3254.186035
	Iteration 32F: 3 clusters Score -1898496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 33908 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Entering Unmasked Estep 
Score: -54355304.000000 Penalty: 41359.667969
Splitting cluster 4 changes total score from -54352936.000000 to -54355304.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (27013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Entering Unmasked Estep 
Score: -2246527.250000 Penalty: 1658.161987
	Iteration 0F: 2 clusters Score -2246527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2228434.000000 Penalty: 3316.323975
	Iteration 0F: 3 clusters Score -2228434 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2235899.750000 Penalty: 3316.323975
	Iteration 1F: 3 clusters Score -2235900 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2237898.000000 Penalty: 3316.323975
	Iteration 2F: 3 clusters Score -2237898 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2241238.250000 Penalty: 3316.323975
	Iteration 3F: 3 clusters Score -2241238 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2244865.250000 Penalty: 3316.323975
	Iteration 4F: 3 clusters Score -2244865 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2247719.750000 Penalty: 3316.323975
	Iteration 5F: 3 clusters Score -2247720 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2249480.250000 Penalty: 3316.323975
	Iteration 6F: 3 clusters Score -2249480 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2250512.500000 Penalty: 3316.323975
	Iteration 7Q: 3 clusters Score -2250512 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2251014.250000 Penalty: 3316.323975
	Iteration 8Q: 3 clusters Score -2251014 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2251206.250000 Penalty: 3316.323975
	Iteration 9Q: 3 clusters Score -2251206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2251297.250000 Penalty: 3316.323975
	Iteration 10Q: 3 clusters Score -2251297 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2251370.250000 Penalty: 3316.323975
	Iteration 11Q: 3 clusters Score -2251370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2251435.750000 Penalty: 3316.323975
	Iteration 12Q: 3 clusters Score -2251436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2251562.750000 Penalty: 3316.323975
	Iteration 13Q: 3 clusters Score -2251563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2251724.500000 Penalty: 3316.323975
	Iteration 14Q: 3 clusters Score -2251724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2252021.000000 Penalty: 3316.323975
	Iteration 15Q: 3 clusters Score -2252021 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2252278.750000 Penalty: 3316.323975
	Iteration 16Q: 3 clusters Score -2252279 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2252407.000000 Penalty: 3316.323975
	Iteration 17Q: 3 clusters Score -2252407 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2252444.750000 Penalty: 3316.323975
	Iteration 18Q: 3 clusters Score -2252445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2252452.000000 Penalty: 3316.323975
	Iteration 19Q: 3 clusters Score -2252452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2252454.000000 Penalty: 3316.323975
	Iteration 20F: 3 clusters Score -2252454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2252456.250000 Penalty: 3316.323975
	Iteration 21Q: 3 clusters Score -2252456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2252459.250000 Penalty: 3316.323975
	Iteration 22Q: 3 clusters Score -2252459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2252462.250000 Penalty: 3316.323975
	Iteration 23Q: 3 clusters Score -2252462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2252465.250000 Penalty: 3316.323975
	Iteration 24Q: 3 clusters Score -2252465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2252463.000000 Penalty: 3316.323975
	Iteration 25Q: 3 clusters Score -2252463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2252463.000000 Penalty: 3316.323975
	Iteration 26Q: 3 clusters Score -2252463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2252463.000000 Penalty: 3316.323975
	Iteration 27F: 3 clusters Score -2252463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 33908 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Entering Unmasked Estep 
Score: -54360724.000000 Penalty: 43536.496094
Splitting cluster 5 changes total score from -54352936.000000 to -54360724.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (33908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Entering Unmasked Estep 
Score: -2857595.750000 Penalty: 1695.103516
	Iteration 0F: 2 clusters Score -2857596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2834808.750000 Penalty: 3390.207031
	Iteration 0F: 3 clusters Score -2834809 nChanged 15730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2843925.250000 Penalty: 3390.207031
	Iteration 1F: 3 clusters Score -2843925 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2844554.250000 Penalty: 3390.207031
	Iteration 2F: 3 clusters Score -2844554 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2845247.750000 Penalty: 3390.207031
	Iteration 3Q: 3 clusters Score -2845248 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2846070.000000 Penalty: 3390.207031
	Iteration 4F: 3 clusters Score -2846070 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2847129.750000 Penalty: 3390.207031
	Iteration 5F: 3 clusters Score -2847130 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2848583.000000 Penalty: 3390.207031
	Iteration 6F: 3 clusters Score -2848583 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2850625.750000 Penalty: 3390.207031
	Iteration 7F: 3 clusters Score -2850626 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2852981.500000 Penalty: 3390.207031
	Iteration 8F: 3 clusters Score -2852982 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2854667.500000 Penalty: 3390.207031
	Iteration 9F: 3 clusters Score -2854668 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2855437.750000 Penalty: 3390.207031
	Iteration 10Q: 3 clusters Score -2855438 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2855759.000000 Penalty: 3390.207031
	Iteration 11Q: 3 clusters Score -2855759 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2855901.750000 Penalty: 3390.207031
	Iteration 12Q: 3 clusters Score -2855902 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2856013.500000 Penalty: 3390.207031
	Iteration 13Q: 3 clusters Score -2856014 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2856092.250000 Penalty: 3390.207031
	Iteration 14Q: 3 clusters Score -2856092 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2856172.000000 Penalty: 3390.207031
	Iteration 15Q: 3 clusters Score -2856172 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2856248.000000 Penalty: 3390.207031
	Iteration 16Q: 3 clusters Score -2856248 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2856338.500000 Penalty: 3390.207031
	Iteration 17Q: 3 clusters Score -2856338 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2856433.000000 Penalty: 3390.207031
	Iteration 18Q: 3 clusters Score -2856433 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2856528.750000 Penalty: 3390.207031
	Iteration 19Q: 3 clusters Score -2856529 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2856630.250000 Penalty: 3390.207031
	Iteration 20F: 3 clusters Score -2856630 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2856724.250000 Penalty: 3390.207031
	Iteration 21Q: 3 clusters Score -2856724 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2856839.250000 Penalty: 3390.207031
	Iteration 22Q: 3 clusters Score -2856839 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2856961.250000 Penalty: 3390.207031
	Iteration 23Q: 3 clusters Score -2856961 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2857109.250000 Penalty: 3390.207031
	Iteration 24Q: 3 clusters Score -2857109 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2857253.750000 Penalty: 3390.207031
	Iteration 25Q: 3 clusters Score -2857254 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2857401.750000 Penalty: 3390.207031
	Iteration 26Q: 3 clusters Score -2857402 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2857543.750000 Penalty: 3390.207031
	Iteration 27Q: 3 clusters Score -2857544 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2857672.750000 Penalty: 3390.207031
	Iteration 28Q: 3 clusters Score -2857673 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2857792.000000 Penalty: 3390.207031
	Iteration 29Q: 3 clusters Score -2857792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2857901.750000 Penalty: 3390.207031
	Iteration 30Q: 3 clusters Score -2857902 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2858013.500000 Penalty: 3390.207031
	Iteration 31Q: 3 clusters Score -2858014 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2858094.750000 Penalty: 3390.207031
	Iteration 32Q: 3 clusters Score -2858095 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2858170.500000 Penalty: 3390.207031
	Iteration 33Q: 3 clusters Score -2858170 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2858215.500000 Penalty: 3390.207031
	Iteration 34Q: 3 clusters Score -2858216 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2858277.000000 Penalty: 3390.207031
	Iteration 35Q: 3 clusters Score -2858277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2858313.250000 Penalty: 3390.207031
	Iteration 36Q: 3 clusters Score -2858313 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2858339.500000 Penalty: 3390.207031
	Iteration 37Q: 3 clusters Score -2858340 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2858370.500000 Penalty: 3390.207031
	Iteration 38Q: 3 clusters Score -2858370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2858390.500000 Penalty: 3390.207031
	Iteration 39Q: 3 clusters Score -2858390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2858430.250000 Penalty: 3390.207031
	Iteration 40F: 3 clusters Score -2858430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2858457.750000 Penalty: 3390.207031
	Iteration 41Q: 3 clusters Score -2858458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2858474.500000 Penalty: 3390.207031
	Iteration 42Q: 3 clusters Score -2858474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2858488.000000 Penalty: 3390.207031
	Iteration 43Q: 3 clusters Score -2858488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2858501.000000 Penalty: 3390.207031
	Iteration 44Q: 3 clusters Score -2858501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2858512.000000 Penalty: 3390.207031
	Iteration 45Q: 3 clusters Score -2858512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2858514.250000 Penalty: 3390.207031
	Iteration 46Q: 3 clusters Score -2858514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2858513.750000 Penalty: 3390.207031
	Iteration 47Q: 3 clusters Score -2858514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2858518.750000 Penalty: 3390.207031
	Iteration 48Q: 3 clusters Score -2858519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2858521.250000 Penalty: 3390.207031
	Iteration 49Q: 3 clusters Score -2858521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2858519.500000 Penalty: 3390.207031
	Iteration 50Q: 3 clusters Score -2858520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2858515.000000 Penalty: 3390.207031
	Iteration 51Q: 3 clusters Score -2858515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2858522.000000 Penalty: 3390.207031
	Iteration 52Q: 3 clusters Score -2858522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2858519.000000 Penalty: 3390.207031
	Iteration 53Q: 3 clusters Score -2858519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2858519.250000 Penalty: 3390.207031
	Iteration 54Q: 3 clusters Score -2858519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2858526.500000 Penalty: 3390.207031
	Iteration 55Q: 3 clusters Score -2858526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2858524.000000 Penalty: 3390.207031
	Iteration 56Q: 3 clusters Score -2858524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2858523.000000 Penalty: 3390.207031
	Iteration 57Q: 3 clusters Score -2858523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2858526.750000 Penalty: 3390.207031
	Iteration 58Q: 3 clusters Score -2858527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2858524.750000 Penalty: 3390.207031
	Iteration 59Q: 3 clusters Score -2858525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2858526.500000 Penalty: 3390.207031
	Iteration 60F: 3 clusters Score -2858526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2858523.750000 Penalty: 3390.207031
	Iteration 61Q: 3 clusters Score -2858524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2858523.000000 Penalty: 3390.207031
	Iteration 62Q: 3 clusters Score -2858523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2858524.750000 Penalty: 3390.207031
	Iteration 63Q: 3 clusters Score -2858525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2858521.500000 Penalty: 3390.207031
	Iteration 64Q: 3 clusters Score -2858522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2858523.000000 Penalty: 3390.207031
	Iteration 65Q: 3 clusters Score -2858523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2858523.000000 Penalty: 3390.207031
	Iteration 66F: 3 clusters Score -2858523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Entering Unmasked Estep 
Score: -54360916.000000 Penalty: 45713.320312
Splitting cluster 6 changes total score from -54352936.000000 to -54360916.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (11126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Entering Unmasked Estep 
Score: -910921.625000 Penalty: 1514.019043
	Iteration 0F: 2 clusters Score -910921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -903033.812500 Penalty: 3028.038086
	Iteration 0F: 3 clusters Score -903033.8 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -905760.750000 Penalty: 3028.038086
	Iteration 1F: 3 clusters Score -905760.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -906148.250000 Penalty: 3028.038086
	Iteration 2F: 3 clusters Score -906148.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -906546.375000 Penalty: 3028.038086
	Iteration 3F: 3 clusters Score -906546.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -906977.312500 Penalty: 3028.038086
	Iteration 4F: 3 clusters Score -906977.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -907420.875000 Penalty: 3028.038086
	Iteration 5F: 3 clusters Score -907420.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -907864.937500 Penalty: 3028.038086
	Iteration 6F: 3 clusters Score -907864.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -908305.875000 Penalty: 3028.038086
	Iteration 7F: 3 clusters Score -908305.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -908723.375000 Penalty: 3028.038086
	Iteration 8Q: 3 clusters Score -908723.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -909187.687500 Penalty: 3028.038086
	Iteration 9Q: 3 clusters Score -909187.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -909680.687500 Penalty: 3028.038086
	Iteration 10Q: 3 clusters Score -909680.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -910197.937500 Penalty: 3028.038086
	Iteration 11Q: 3 clusters Score -910197.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -910739.500000 Penalty: 3028.038086
	Iteration 12Q: 3 clusters Score -910739.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -911170.812500 Penalty: 3028.038086
	Iteration 13Q: 3 clusters Score -911170.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -911482.875000 Penalty: 3028.038086
	Iteration 14Q: 3 clusters Score -911482.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -911698.625000 Penalty: 3028.038086
	Iteration 15Q: 3 clusters Score -911698.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -911795.750000 Penalty: 3028.038086
	Iteration 16Q: 3 clusters Score -911795.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -911845.437500 Penalty: 3028.038086
	Iteration 17Q: 3 clusters Score -911845.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -911871.687500 Penalty: 3028.038086
	Iteration 18Q: 3 clusters Score -911871.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -911903.125000 Penalty: 3028.038086
	Iteration 19Q: 3 clusters Score -911903.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -911923.625000 Penalty: 3028.038086
	Iteration 20F: 3 clusters Score -911923.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -911956.687500 Penalty: 3028.038086
	Iteration 21Q: 3 clusters Score -911956.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -911979.000000 Penalty: 3028.038086
	Iteration 22Q: 3 clusters Score -911979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -912000.750000 Penalty: 3028.038086
	Iteration 23Q: 3 clusters Score -912000.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -912014.687500 Penalty: 3028.038086
	Iteration 24Q: 3 clusters Score -912014.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -912018.375000 Penalty: 3028.038086
	Iteration 25Q: 3 clusters Score -912018.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -912026.687500 Penalty: 3028.038086
	Iteration 26Q: 3 clusters Score -912026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -912031.375000 Penalty: 3028.038086
	Iteration 27Q: 3 clusters Score -912031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -912029.000000 Penalty: 3028.038086
	Iteration 28Q: 3 clusters Score -912029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -912032.937500 Penalty: 3028.038086
	Iteration 29Q: 3 clusters Score -912032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -912033.187500 Penalty: 3028.038086
	Iteration 30Q: 3 clusters Score -912033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -912034.500000 Penalty: 3028.038086
	Iteration 31Q: 3 clusters Score -912034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -912040.187500 Penalty: 3028.038086
	Iteration 32Q: 3 clusters Score -912040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -912039.687500 Penalty: 3028.038086
	Iteration 33Q: 3 clusters Score -912039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -912041.187500 Penalty: 3028.038086
	Iteration 34Q: 3 clusters Score -912041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -912043.625000 Penalty: 3028.038086
	Iteration 35Q: 3 clusters Score -912043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -912041.812500 Penalty: 3028.038086
	Iteration 36Q: 3 clusters Score -912041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -912041.812500 Penalty: 3028.038086
	Iteration 37F: 3 clusters Score -912041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Entering Unmasked Estep 
Score: -54361212.000000 Penalty: 47890.144531
Splitting cluster 7 changes total score from -54352936.000000 to -54361212.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (13043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Entering Unmasked Estep 
Score: -1093099.625000 Penalty: 1539.851074
	Iteration 0F: 2 clusters Score -1093100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1083929.000000 Penalty: 3079.702148
	Iteration 0F: 3 clusters Score -1083929 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1087176.125000 Penalty: 3079.702148
	Iteration 1F: 3 clusters Score -1087176 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1087571.750000 Penalty: 3079.702148
	Iteration 2F: 3 clusters Score -1087572 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1088018.625000 Penalty: 3079.702148
	Iteration 3F: 3 clusters Score -1088019 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1088570.250000 Penalty: 3079.702148
	Iteration 4F: 3 clusters Score -1088570 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1089235.125000 Penalty: 3079.702148
	Iteration 5F: 3 clusters Score -1089235 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1089845.500000 Penalty: 3079.702148
	Iteration 6F: 3 clusters Score -1089846 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1090352.375000 Penalty: 3079.702148
	Iteration 7F: 3 clusters Score -1090352 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1090775.750000 Penalty: 3079.702148
	Iteration 8Q: 3 clusters Score -1090776 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1091155.500000 Penalty: 3079.702148
	Iteration 9Q: 3 clusters Score -1091156 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1091593.875000 Penalty: 3079.702148
	Iteration 10Q: 3 clusters Score -1091594 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1091928.375000 Penalty: 3079.702148
	Iteration 11Q: 3 clusters Score -1091928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1092117.875000 Penalty: 3079.702148
	Iteration 12Q: 3 clusters Score -1092118 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1092225.500000 Penalty: 3079.702148
	Iteration 13Q: 3 clusters Score -1092226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1092265.000000 Penalty: 3079.702148
	Iteration 14Q: 3 clusters Score -1092265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1092284.250000 Penalty: 3079.702148
	Iteration 15Q: 3 clusters Score -1092284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1092303.750000 Penalty: 3079.702148
	Iteration 16Q: 3 clusters Score -1092304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1092314.625000 Penalty: 3079.702148
	Iteration 17Q: 3 clusters Score -1092315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1092319.375000 Penalty: 3079.702148
	Iteration 18Q: 3 clusters Score -1092319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1092322.375000 Penalty: 3079.702148
	Iteration 19Q: 3 clusters Score -1092322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1092324.375000 Penalty: 3079.702148
	Iteration 20F: 3 clusters Score -1092324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1092332.250000 Penalty: 3079.702148
	Iteration 21Q: 3 clusters Score -1092332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1092333.250000 Penalty: 3079.702148
	Iteration 22Q: 3 clusters Score -1092333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1092336.125000 Penalty: 3079.702148
	Iteration 23Q: 3 clusters Score -1092336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1092337.375000 Penalty: 3079.702148
	Iteration 24Q: 3 clusters Score -1092337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1092341.000000 Penalty: 3079.702148
	Iteration 25Q: 3 clusters Score -1092341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1092343.375000 Penalty: 3079.702148
	Iteration 26Q: 3 clusters Score -1092343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1092347.750000 Penalty: 3079.702148
	Iteration 27Q: 3 clusters Score -1092348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1092346.000000 Penalty: 3079.702148
	Iteration 28Q: 3 clusters Score -1092346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1092347.375000 Penalty: 3079.702148
	Iteration 29Q: 3 clusters Score -1092347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1092348.750000 Penalty: 3079.702148
	Iteration 30Q: 3 clusters Score -1092349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1092350.125000 Penalty: 3079.702148
	Iteration 31Q: 3 clusters Score -1092350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1092350.750000 Penalty: 3079.702148
	Iteration 32Q: 3 clusters Score -1092351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1092350.875000 Penalty: 3079.702148
	Iteration 33Q: 3 clusters Score -1092351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1092354.875000 Penalty: 3079.702148
	Iteration 34Q: 3 clusters Score -1092355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1092356.000000 Penalty: 3079.702148
	Iteration 35Q: 3 clusters Score -1092356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1092356.250000 Penalty: 3079.702148
	Iteration 36Q: 3 clusters Score -1092356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1092355.250000 Penalty: 3079.702148
	Iteration 37Q: 3 clusters Score -1092355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1092356.500000 Penalty: 3079.702148
	Iteration 38Q: 3 clusters Score -1092356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1092356.500000 Penalty: 3079.702148
	Iteration 39F: 3 clusters Score -1092356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Entering Unmasked Estep 
Score: -1895132.125000 Penalty: 1629.148315
	Iteration 0F: 2 clusters Score -1895132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1879864.125000 Penalty: 3258.296631
	Iteration 0F: 3 clusters Score -1879864 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1886865.500000 Penalty: 3258.296631
	Iteration 1F: 3 clusters Score -1886866 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1889779.750000 Penalty: 3258.296631
	Iteration 2F: 3 clusters Score -1889780 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1893349.125000 Penalty: 3258.296631
	Iteration 3F: 3 clusters Score -1893349 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1896681.000000 Penalty: 3258.296631
	Iteration 4F: 3 clusters Score -1896681 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1898210.000000 Penalty: 3258.296631
	Iteration 5F: 3 clusters Score -1898210 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1898707.375000 Penalty: 3258.296631
	Iteration 6Q: 3 clusters Score -1898707 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1898972.500000 Penalty: 3258.296631
	Iteration 7Q: 3 clusters Score -1898972 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1899173.000000 Penalty: 3258.296631
	Iteration 8Q: 3 clusters Score -1899173 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1899331.250000 Penalty: 3258.296631
	Iteration 9Q: 3 clusters Score -1899331 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1899465.500000 Penalty: 3258.296631
	Iteration 10Q: 3 clusters Score -1899466 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1899585.375000 Penalty: 3258.296631
	Iteration 11Q: 3 clusters Score -1899585 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1899713.875000 Penalty: 3258.296631
	Iteration 12Q: 3 clusters Score -1899714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1899872.125000 Penalty: 3258.296631
	Iteration 13Q: 3 clusters Score -1899872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1900034.625000 Penalty: 3258.296631
	Iteration 14Q: 3 clusters Score -1900035 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1900149.250000 Penalty: 3258.296631
	Iteration 15Q: 3 clusters Score -1900149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1900206.000000 Penalty: 3258.296631
	Iteration 16Q: 3 clusters Score -1900206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1900240.750000 Penalty: 3258.296631
	Iteration 17Q: 3 clusters Score -1900241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1900249.875000 Penalty: 3258.296631
	Iteration 18Q: 3 clusters Score -1900250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1900258.875000 Penalty: 3258.296631
	Iteration 19Q: 3 clusters Score -1900259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1900265.500000 Penalty: 3258.296631
	Iteration 20F: 3 clusters Score -1900266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1900269.750000 Penalty: 3258.296631
	Iteration 21Q: 3 clusters Score -1900270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1900280.250000 Penalty: 3258.296631
	Iteration 22Q: 3 clusters Score -1900280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1900285.625000 Penalty: 3258.296631
	Iteration 23Q: 3 clusters Score -1900286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1900283.375000 Penalty: 3258.296631
	Iteration 24Q: 3 clusters Score -1900283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1900287.500000 Penalty: 3258.296631
	Iteration 25Q: 3 clusters Score -1900288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1900287.750000 Penalty: 3258.296631
	Iteration 26Q: 3 clusters Score -1900288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1900290.500000 Penalty: 3258.296631
	Iteration 27Q: 3 clusters Score -1900290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1900294.375000 Penalty: 3258.296631
	Iteration 28Q: 3 clusters Score -1900294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1900293.875000 Penalty: 3258.296631
	Iteration 29Q: 3 clusters Score -1900294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1900295.875000 Penalty: 3258.296631
	Iteration 30Q: 3 clusters Score -1900296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1900297.500000 Penalty: 3258.296631
	Iteration 31Q: 3 clusters Score -1900298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1900298.000000 Penalty: 3258.296631
	Iteration 32Q: 3 clusters Score -1900298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1900295.750000 Penalty: 3258.296631
	Iteration 33Q: 3 clusters Score -1900296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1900294.250000 Penalty: 3258.296631
	Iteration 34Q: 3 clusters Score -1900294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1900293.500000 Penalty: 3258.296631
	Iteration 35Q: 3 clusters Score -1900294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1900296.625000 Penalty: 3258.296631
	Iteration 36Q: 3 clusters Score -1900297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1900299.000000 Penalty: 3258.296631
	Iteration 37Q: 3 clusters Score -1900299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1900299.000000 Penalty: 3258.296631
	Iteration 38Q: 3 clusters Score -1900299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1900299.750000 Penalty: 3258.296631
	Iteration 39Q: 3 clusters Score -1900300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1900300.125000 Penalty: 3258.296631
	Iteration 40F: 3 clusters Score -1900300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1900301.125000 Penalty: 3258.296631
	Iteration 41Q: 3 clusters Score -1900301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1900300.625000 Penalty: 3258.296631
	Iteration 42Q: 3 clusters Score -1900301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1900301.000000 Penalty: 3258.296631
	Iteration 43Q: 3 clusters Score -1900301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1900301.000000 Penalty: 3258.296631
	Iteration 44F: 3 clusters Score -1900301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Mstep: Class 23 contains 2567 members 
Entering Unmasked Estep 
Score: -54365844.000000 Penalty: 50066.968750
Splitting cluster 9 changes total score from -54352936.000000 to -54365844.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (15329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Entering Unmasked Estep 
Score: -1212304.625000 Penalty: 1566.093994
	Iteration 0F: 2 clusters Score -1212305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1201765.500000 Penalty: 3132.187988
	Iteration 0F: 3 clusters Score -1201766 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1205622.125000 Penalty: 3132.187988
	Iteration 1F: 3 clusters Score -1205622 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1206066.375000 Penalty: 3132.187988
	Iteration 2F: 3 clusters Score -1206066 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1206525.625000 Penalty: 3132.187988
	Iteration 3F: 3 clusters Score -1206526 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1207061.875000 Penalty: 3132.187988
	Iteration 4F: 3 clusters Score -1207062 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1207680.125000 Penalty: 3132.187988
	Iteration 5F: 3 clusters Score -1207680 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1208342.750000 Penalty: 3132.187988
	Iteration 6F: 3 clusters Score -1208343 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1208981.500000 Penalty: 3132.187988
	Iteration 7F: 3 clusters Score -1208982 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1209507.750000 Penalty: 3132.187988
	Iteration 8F: 3 clusters Score -1209508 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1209891.750000 Penalty: 3132.187988
	Iteration 9Q: 3 clusters Score -1209892 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1210125.500000 Penalty: 3132.187988
	Iteration 10Q: 3 clusters Score -1210126 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1210286.750000 Penalty: 3132.187988
	Iteration 11Q: 3 clusters Score -1210287 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1210395.875000 Penalty: 3132.187988
	Iteration 12Q: 3 clusters Score -1210396 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1210470.125000 Penalty: 3132.187988
	Iteration 13Q: 3 clusters Score -1210470 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1210520.125000 Penalty: 3132.187988
	Iteration 14Q: 3 clusters Score -1210520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1210560.125000 Penalty: 3132.187988
	Iteration 15Q: 3 clusters Score -1210560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1210596.375000 Penalty: 3132.187988
	Iteration 16Q: 3 clusters Score -1210596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1210619.250000 Penalty: 3132.187988
	Iteration 17Q: 3 clusters Score -1210619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1210635.625000 Penalty: 3132.187988
	Iteration 18Q: 3 clusters Score -1210636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1210646.375000 Penalty: 3132.187988
	Iteration 19Q: 3 clusters Score -1210646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1210656.625000 Penalty: 3132.187988
	Iteration 20F: 3 clusters Score -1210657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1210669.500000 Penalty: 3132.187988
	Iteration 21Q: 3 clusters Score -1210670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1210675.375000 Penalty: 3132.187988
	Iteration 22Q: 3 clusters Score -1210675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1210680.875000 Penalty: 3132.187988
	Iteration 23Q: 3 clusters Score -1210681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1210684.625000 Penalty: 3132.187988
	Iteration 24Q: 3 clusters Score -1210685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1210688.250000 Penalty: 3132.187988
	Iteration 25Q: 3 clusters Score -1210688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1210690.125000 Penalty: 3132.187988
	Iteration 26Q: 3 clusters Score -1210690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1210694.375000 Penalty: 3132.187988
	Iteration 27Q: 3 clusters Score -1210694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1210698.250000 Penalty: 3132.187988
	Iteration 28Q: 3 clusters Score -1210698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1210702.000000 Penalty: 3132.187988
	Iteration 29Q: 3 clusters Score -1210702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1210702.250000 Penalty: 3132.187988
	Iteration 30Q: 3 clusters Score -1210702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1210706.250000 Penalty: 3132.187988
	Iteration 31Q: 3 clusters Score -1210706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1210706.625000 Penalty: 3132.187988
	Iteration 32Q: 3 clusters Score -1210707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1210707.375000 Penalty: 3132.187988
	Iteration 33Q: 3 clusters Score -1210707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1210706.875000 Penalty: 3132.187988
	Iteration 34Q: 3 clusters Score -1210707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1210711.875000 Penalty: 3132.187988
	Iteration 35Q: 3 clusters Score -1210712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1210712.375000 Penalty: 3132.187988
	Iteration 36Q: 3 clusters Score -1210712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1210713.125000 Penalty: 3132.187988
	Iteration 37Q: 3 clusters Score -1210713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1210714.375000 Penalty: 3132.187988
	Iteration 38Q: 3 clusters Score -1210714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1210714.750000 Penalty: 3132.187988
	Iteration 39Q: 3 clusters Score -1210715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1210716.000000 Penalty: 3132.187988
	Iteration 40F: 3 clusters Score -1210716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1210715.250000 Penalty: 3132.187988
	Iteration 41Q: 3 clusters Score -1210715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1210714.375000 Penalty: 3132.187988
	Iteration 42Q: 3 clusters Score -1210714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1210716.000000 Penalty: 3132.187988
	Iteration 43Q: 3 clusters Score -1210716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1210717.625000 Penalty: 3132.187988
	Iteration 44Q: 3 clusters Score -1210718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1210714.875000 Penalty: 3132.187988
	Iteration 45Q: 3 clusters Score -1210715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1210717.250000 Penalty: 3132.187988
	Iteration 46Q: 3 clusters Score -1210717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1210721.500000 Penalty: 3132.187988
	Iteration 47Q: 3 clusters Score -1210722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1210719.750000 Penalty: 3132.187988
	Iteration 48Q: 3 clusters Score -1210720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1210719.750000 Penalty: 3132.187988
	Iteration 49Q: 3 clusters Score -1210720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1210722.875000 Penalty: 3132.187988
	Iteration 50Q: 3 clusters Score -1210723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1210721.000000 Penalty: 3132.187988
	Iteration 51Q: 3 clusters Score -1210721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1210721.000000 Penalty: 3132.187988
	Iteration 52Q: 3 clusters Score -1210721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1210720.000000 Penalty: 3132.187988
	Iteration 53Q: 3 clusters Score -1210720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1210721.875000 Penalty: 3132.187988
	Iteration 54Q: 3 clusters Score -1210722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1210724.375000 Penalty: 3132.187988
	Iteration 55Q: 3 clusters Score -1210724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1210723.875000 Penalty: 3132.187988
	Iteration 56Q: 3 clusters Score -1210724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1210725.000000 Penalty: 3132.187988
	Iteration 57Q: 3 clusters Score -1210725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1210725.000000 Penalty: 3132.187988
	Iteration 58F: 3 clusters Score -1210725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -707675.312500 Penalty: 1477.615723
	Iteration 0F: 2 clusters Score -707675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -701319.437500 Penalty: 2955.231445
	Iteration 0F: 3 clusters Score -701319.4 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -704149.625000 Penalty: 2955.231445
	Iteration 1F: 3 clusters Score -704149.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -705451.062500 Penalty: 2955.231445
	Iteration 2F: 3 clusters Score -705451.1 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -706866.750000 Penalty: 2955.231445
	Iteration 3F: 3 clusters Score -706866.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -707729.125000 Penalty: 2955.231445
	Iteration 4F: 3 clusters Score -707729.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -708292.750000 Penalty: 2955.231445
	Iteration 5F: 3 clusters Score -708292.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -708610.687500 Penalty: 2955.231445
	Iteration 6Q: 3 clusters Score -708610.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -708764.375000 Penalty: 2955.231445
	Iteration 7Q: 3 clusters Score -708764.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -708822.500000 Penalty: 2955.231445
	Iteration 8Q: 3 clusters Score -708822.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -708852.562500 Penalty: 2955.231445
	Iteration 9Q: 3 clusters Score -708852.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -708871.062500 Penalty: 2955.231445
	Iteration 10Q: 3 clusters Score -708871.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -708886.500000 Penalty: 2955.231445
	Iteration 11Q: 3 clusters Score -708886.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -708897.125000 Penalty: 2955.231445
	Iteration 12Q: 3 clusters Score -708897.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -708903.500000 Penalty: 2955.231445
	Iteration 13Q: 3 clusters Score -708903.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -708908.000000 Penalty: 2955.231445
	Iteration 14Q: 3 clusters Score -708908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -708910.937500 Penalty: 2955.231445
	Iteration 15Q: 3 clusters Score -708910.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -708916.062500 Penalty: 2955.231445
	Iteration 16Q: 3 clusters Score -708916.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -708919.812500 Penalty: 2955.231445
	Iteration 17Q: 3 clusters Score -708919.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -708922.000000 Penalty: 2955.231445
	Iteration 18Q: 3 clusters Score -708922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -708922.500000 Penalty: 2955.231445
	Iteration 19Q: 3 clusters Score -708922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -708924.937500 Penalty: 2955.231445
	Iteration 20F: 3 clusters Score -708924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -708925.625000 Penalty: 2955.231445
	Iteration 21Q: 3 clusters Score -708925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -708925.875000 Penalty: 2955.231445
	Iteration 22Q: 3 clusters Score -708925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -708926.062500 Penalty: 2955.231445
	Iteration 23Q: 3 clusters Score -708926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -708926.812500 Penalty: 2955.231445
	Iteration 24Q: 3 clusters Score -708926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -708926.625000 Penalty: 2955.231445
	Iteration 25Q: 3 clusters Score -708926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -708926.875000 Penalty: 2955.231445
	Iteration 26Q: 3 clusters Score -708926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -708926.812500 Penalty: 2955.231445
	Iteration 27Q: 3 clusters Score -708926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -708926.937500 Penalty: 2955.231445
	Iteration 28Q: 3 clusters Score -708926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -708927.437500 Penalty: 2955.231445
	Iteration 29Q: 3 clusters Score -708927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -708927.437500 Penalty: 2955.231445
	Iteration 30F: 3 clusters Score -708927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 4911 members 
Entering Unmasked Estep 
Score: -54366344.000000 Penalty: 52243.792969
Splitting cluster 11 changes total score from -54352936.000000 to -54366344.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (6248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Entering Unmasked Estep 
Score: -443368.187500 Penalty: 1420.252808
	Iteration 0F: 2 clusters Score -443368.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -438733.156250 Penalty: 2840.505615
	Iteration 0F: 3 clusters Score -438733.2 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -440835.000000 Penalty: 2840.505615
	Iteration 1F: 3 clusters Score -440835 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -441938.968750 Penalty: 2840.505615
	Iteration 2F: 3 clusters Score -441939 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -443180.968750 Penalty: 2840.505615
	Iteration 3F: 3 clusters Score -443181 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -444099.875000 Penalty: 2840.505615
	Iteration 4F: 3 clusters Score -444099.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -444872.312500 Penalty: 2840.505615
	Iteration 5F: 3 clusters Score -444872.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -445411.656250 Penalty: 2840.505615
	Iteration 6F: 3 clusters Score -445411.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -445779.375000 Penalty: 2840.505615
	Iteration 7Q: 3 clusters Score -445779.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -446023.000000 Penalty: 2840.505615
	Iteration 8Q: 3 clusters Score -446023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -446183.968750 Penalty: 2840.505615
	Iteration 9Q: 3 clusters Score -446184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -446290.718750 Penalty: 2840.505615
	Iteration 10Q: 3 clusters Score -446290.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -446364.375000 Penalty: 2840.505615
	Iteration 11Q: 3 clusters Score -446364.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -446410.093750 Penalty: 2840.505615
	Iteration 12Q: 3 clusters Score -446410.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -446447.062500 Penalty: 2840.505615
	Iteration 13Q: 3 clusters Score -446447.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -446474.468750 Penalty: 2840.505615
	Iteration 14Q: 3 clusters Score -446474.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -446493.718750 Penalty: 2840.505615
	Iteration 15Q: 3 clusters Score -446493.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -446524.906250 Penalty: 2840.505615
	Iteration 16Q: 3 clusters Score -446524.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -446549.968750 Penalty: 2840.505615
	Iteration 17Q: 3 clusters Score -446550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -446570.375000 Penalty: 2840.505615
	Iteration 18Q: 3 clusters Score -446570.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -446594.031250 Penalty: 2840.505615
	Iteration 19Q: 3 clusters Score -446594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -446618.906250 Penalty: 2840.505615
	Iteration 20F: 3 clusters Score -446618.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -446642.281250 Penalty: 2840.505615
	Iteration 21Q: 3 clusters Score -446642.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -446676.031250 Penalty: 2840.505615
	Iteration 22Q: 3 clusters Score -446676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -446735.031250 Penalty: 2840.505615
	Iteration 23Q: 3 clusters Score -446735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -446792.406250 Penalty: 2840.505615
	Iteration 24Q: 3 clusters Score -446792.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -446886.031250 Penalty: 2840.505615
	Iteration 25Q: 3 clusters Score -446886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -446934.531250 Penalty: 2840.505615
	Iteration 26Q: 3 clusters Score -446934.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -446964.218750 Penalty: 2840.505615
	Iteration 27Q: 3 clusters Score -446964.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -446983.781250 Penalty: 2840.505615
	Iteration 28Q: 3 clusters Score -446983.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -446999.125000 Penalty: 2840.505615
	Iteration 29Q: 3 clusters Score -446999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -447006.906250 Penalty: 2840.505615
	Iteration 30Q: 3 clusters Score -447006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -447010.343750 Penalty: 2840.505615
	Iteration 31Q: 3 clusters Score -447010.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -447012.312500 Penalty: 2840.505615
	Iteration 32Q: 3 clusters Score -447012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -447012.937500 Penalty: 2840.505615
	Iteration 33Q: 3 clusters Score -447012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -447014.156250 Penalty: 2840.505615
	Iteration 34Q: 3 clusters Score -447014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -447013.906250 Penalty: 2840.505615
	Iteration 35Q: 3 clusters Score -447013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -447014.750000 Penalty: 2840.505615
	Iteration 36Q: 3 clusters Score -447014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -447014.750000 Penalty: 2840.505615
	Iteration 37F: 3 clusters Score -447014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 65801 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 4911 members 
Mstep: Class 25 contains 2513 members 
Entering Unmasked Estep 
Score: -54369148.000000 Penalty: 54420.617188
Splitting cluster 12 changes total score from -54352936.000000 to -54369148.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (11716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Entering Unmasked Estep 
Score: -961033.937500 Penalty: 1522.415405
	Iteration 0F: 2 clusters Score -961033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -952945.187500 Penalty: 3044.830811
	Iteration 0F: 3 clusters Score -952945.2 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -955893.125000 Penalty: 3044.830811
	Iteration 1F: 3 clusters Score -955893.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -956427.625000 Penalty: 3044.830811
	Iteration 2F: 3 clusters Score -956427.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -956974.875000 Penalty: 3044.830811
	Iteration 3F: 3 clusters Score -956974.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -957545.500000 Penalty: 3044.830811
	Iteration 4F: 3 clusters Score -957545.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -958087.375000 Penalty: 3044.830811
	Iteration 5F: 3 clusters Score -958087.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -958595.062500 Penalty: 3044.830811
	Iteration 6F: 3 clusters Score -958595.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -959029.312500 Penalty: 3044.830811
	Iteration 7F: 3 clusters Score -959029.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -959335.750000 Penalty: 3044.830811
	Iteration 8Q: 3 clusters Score -959335.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -959503.687500 Penalty: 3044.830811
	Iteration 9Q: 3 clusters Score -959503.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -959613.187500 Penalty: 3044.830811
	Iteration 10Q: 3 clusters Score -959613.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -959701.062500 Penalty: 3044.830811
	Iteration 11Q: 3 clusters Score -959701.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -959802.000000 Penalty: 3044.830811
	Iteration 12Q: 3 clusters Score -959802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -959896.437500 Penalty: 3044.830811
	Iteration 13Q: 3 clusters Score -959896.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -959997.312500 Penalty: 3044.830811
	Iteration 14Q: 3 clusters Score -959997.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -960109.250000 Penalty: 3044.830811
	Iteration 15Q: 3 clusters Score -960109.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -960212.187500 Penalty: 3044.830811
	Iteration 16Q: 3 clusters Score -960212.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -960304.875000 Penalty: 3044.830811
	Iteration 17Q: 3 clusters Score -960304.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -960389.375000 Penalty: 3044.830811
	Iteration 18Q: 3 clusters Score -960389.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -960467.437500 Penalty: 3044.830811
	Iteration 19Q: 3 clusters Score -960467.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -960530.562500 Penalty: 3044.830811
	Iteration 20F: 3 clusters Score -960530.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -960583.687500 Penalty: 3044.830811
	Iteration 21Q: 3 clusters Score -960583.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -960618.812500 Penalty: 3044.830811
	Iteration 22Q: 3 clusters Score -960618.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -960652.500000 Penalty: 3044.830811
	Iteration 23Q: 3 clusters Score -960652.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -960679.062500 Penalty: 3044.830811
	Iteration 24Q: 3 clusters Score -960679.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -960704.187500 Penalty: 3044.830811
	Iteration 25Q: 3 clusters Score -960704.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -960719.312500 Penalty: 3044.830811
	Iteration 26Q: 3 clusters Score -960719.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -960733.500000 Penalty: 3044.830811
	Iteration 27Q: 3 clusters Score -960733.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -960747.062500 Penalty: 3044.830811
	Iteration 28Q: 3 clusters Score -960747.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -960759.687500 Penalty: 3044.830811
	Iteration 29Q: 3 clusters Score -960759.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -960773.062500 Penalty: 3044.830811
	Iteration 30Q: 3 clusters Score -960773.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -960785.625000 Penalty: 3044.830811
	Iteration 31Q: 3 clusters Score -960785.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -960792.125000 Penalty: 3044.830811
	Iteration 32Q: 3 clusters Score -960792.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -960797.812500 Penalty: 3044.830811
	Iteration 33Q: 3 clusters Score -960797.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -960800.000000 Penalty: 3044.830811
	Iteration 34Q: 3 clusters Score -960800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -960803.375000 Penalty: 3044.830811
	Iteration 35Q: 3 clusters Score -960803.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -960811.437500 Penalty: 3044.830811
	Iteration 36Q: 3 clusters Score -960811.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -960811.500000 Penalty: 3044.830811
	Iteration 37Q: 3 clusters Score -960811.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -960817.625000 Penalty: 3044.830811
	Iteration 38Q: 3 clusters Score -960817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -960820.062500 Penalty: 3044.830811
	Iteration 39Q: 3 clusters Score -960820.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -960821.125000 Penalty: 3044.830811
	Iteration 40F: 3 clusters Score -960821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -960824.437500 Penalty: 3044.830811
	Iteration 41Q: 3 clusters Score -960824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -960825.562500 Penalty: 3044.830811
	Iteration 42Q: 3 clusters Score -960825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -960824.062500 Penalty: 3044.830811
	Iteration 43Q: 3 clusters Score -960824.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -960826.375000 Penalty: 3044.830811
	Iteration 44Q: 3 clusters Score -960826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -960828.062500 Penalty: 3044.830811
	Iteration 45Q: 3 clusters Score -960828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -960833.375000 Penalty: 3044.830811
	Iteration 46Q: 3 clusters Score -960833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -960833.312500 Penalty: 3044.830811
	Iteration 47Q: 3 clusters Score -960833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -960834.687500 Penalty: 3044.830811
	Iteration 48Q: 3 clusters Score -960834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -960834.312500 Penalty: 3044.830811
	Iteration 49Q: 3 clusters Score -960834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -960833.437500 Penalty: 3044.830811
	Iteration 50Q: 3 clusters Score -960833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -960833.437500 Penalty: 3044.830811
	Iteration 51F: 3 clusters Score -960833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (65801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Entering Unmasked Estep 
Score: -5601146.500000 Penalty: 1802.838379
	Iteration 0F: 2 clusters Score -5601146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -5557229.000000 Penalty: 3605.676758
	Iteration 0F: 3 clusters Score -5557229 nChanged 31122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5578524.000000 Penalty: 3605.676758
	Iteration 1F: 3 clusters Score -5578524 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5587188.000000 Penalty: 3605.676758
	Iteration 2F: 3 clusters Score -5587188 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -5599257.500000 Penalty: 3605.676758
	Iteration 3F: 3 clusters Score -5599258 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -5608483.500000 Penalty: 3605.676758
	Iteration 4F: 3 clusters Score -5608484 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -5612714.000000 Penalty: 3605.676758
	Iteration 5F: 3 clusters Score -5612714 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -5614577.000000 Penalty: 3605.676758
	Iteration 6Q: 3 clusters Score -5614577 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -5615143.000000 Penalty: 3605.676758
	Iteration 7Q: 3 clusters Score -5615143 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -5615294.500000 Penalty: 3605.676758
	Iteration 8Q: 3 clusters Score -5615294 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -5615380.500000 Penalty: 3605.676758
	Iteration 9Q: 3 clusters Score -5615380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -5615419.000000 Penalty: 3605.676758
	Iteration 10Q: 3 clusters Score -5615419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -5615431.000000 Penalty: 3605.676758
	Iteration 11Q: 3 clusters Score -5615431 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -5615444.000000 Penalty: 3605.676758
	Iteration 12Q: 3 clusters Score -5615444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -5615454.000000 Penalty: 3605.676758
	Iteration 13Q: 3 clusters Score -5615454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -5615446.500000 Penalty: 3605.676758
	Iteration 14Q: 3 clusters Score -5615446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -5615462.500000 Penalty: 3605.676758
	Iteration 15Q: 3 clusters Score -5615462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -5615463.000000 Penalty: 3605.676758
	Iteration 16Q: 3 clusters Score -5615463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -5615455.000000 Penalty: 3605.676758
	Iteration 17Q: 3 clusters Score -5615455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -5615457.500000 Penalty: 3605.676758
	Iteration 18Q: 3 clusters Score -5615458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -5615454.000000 Penalty: 3605.676758
	Iteration 19Q: 3 clusters Score -5615454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -5615448.000000 Penalty: 3605.676758
	Iteration 20F: 3 clusters Score -5615448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -5615448.000000 Penalty: 3605.676758
	Iteration 21Q: 3 clusters Score -5615448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -5615443.000000 Penalty: 3605.676758
	Iteration 22Q: 3 clusters Score -5615443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -5615443.000000 Penalty: 3605.676758
	Iteration 23F: 3 clusters Score -5615443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 11597 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 4911 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 60290 members 
Entering Unmasked Estep 
Score: -54382884.000000 Penalty: 56597.441406
Splitting cluster 15 changes total score from -54352936.000000 to -54382884.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (163972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Entering Unmasked Estep 
Score: -14145692.000000 Penalty: 1951.210815
	Iteration 0F: 2 clusters Score -1.414569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -14035445.000000 Penalty: 3902.421631
	Iteration 0F: 3 clusters Score -1.403544e+07 nChanged 79305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -14082944.000000 Penalty: 3902.421631
	Iteration 1F: 3 clusters Score -1.408294e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -14084730.000000 Penalty: 3902.421631
	Iteration 2Q: 3 clusters Score -1.408473e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -14087688.000000 Penalty: 3902.421631
	Iteration 3Q: 3 clusters Score -1.408769e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -14092066.000000 Penalty: 3902.421631
	Iteration 4Q: 3 clusters Score -1.409207e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -14098877.000000 Penalty: 3902.421631
	Iteration 5F: 3 clusters Score -1.409888e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -14107663.000000 Penalty: 3902.421631
	Iteration 6F: 3 clusters Score -1.410766e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 131142 members 
Entering Unmasked Estep 
Score: -14117227.000000 Penalty: 3902.421631
	Iteration 7F: 3 clusters Score -1.411723e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 140786 members 
Entering Unmasked Estep 
Score: -14125539.000000 Penalty: 3902.421631
	Iteration 8F: 3 clusters Score -1.412554e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -14131992.000000 Penalty: 3902.421631
	Iteration 9Q: 3 clusters Score -1.413199e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -14136681.000000 Penalty: 3902.421631
	Iteration 10Q: 3 clusters Score -1.413668e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -14139959.000000 Penalty: 3902.421631
	Iteration 11Q: 3 clusters Score -1.413996e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -14141835.000000 Penalty: 3902.421631
	Iteration 12Q: 3 clusters Score -1.414184e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 162226 members 
Entering Unmasked Estep 
Score: -14142831.000000 Penalty: 3902.421631
	Iteration 13Q: 3 clusters Score -1.414283e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -14143343.000000 Penalty: 3902.421631
	Iteration 14Q: 3 clusters Score -1.414334e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -14143612.000000 Penalty: 3902.421631
	Iteration 15Q: 3 clusters Score -1.414361e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -14143748.000000 Penalty: 3902.421631
	Iteration 16Q: 3 clusters Score -1.414375e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -14143824.000000 Penalty: 3902.421631
	Iteration 17Q: 3 clusters Score -1.414382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -14143871.000000 Penalty: 3902.421631
	Iteration 18Q: 3 clusters Score -1.414387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -14143888.000000 Penalty: 3902.421631
	Iteration 19Q: 3 clusters Score -1.414389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -14143911.000000 Penalty: 3902.421631
	Iteration 20F: 3 clusters Score -1.414391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -14143927.000000 Penalty: 3902.421631
	Iteration 21Q: 3 clusters Score -1.414393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -14143943.000000 Penalty: 3902.421631
	Iteration 22Q: 3 clusters Score -1.414394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -14143950.000000 Penalty: 3902.421631
	Iteration 23Q: 3 clusters Score -1.414395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -14143957.000000 Penalty: 3902.421631
	Iteration 24Q: 3 clusters Score -1.414396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -14143957.000000 Penalty: 3902.421631
	Iteration 25F: 3 clusters Score -1.414396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206196 members 
Entering Unmasked Estep 
Score: -17775044.000000 Penalty: 1988.444702
	Iteration 0F: 2 clusters Score -1.777504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -17636666.000000 Penalty: 3976.889404
	Iteration 0F: 3 clusters Score -1.763667e+07 nChanged 99928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -17695892.000000 Penalty: 3976.889404
	Iteration 1F: 3 clusters Score -1.769589e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -17697216.000000 Penalty: 3976.889404
	Iteration 2Q: 3 clusters Score -1.769722e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -17698924.000000 Penalty: 3976.889404
	Iteration 3Q: 3 clusters Score -1.769892e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -17701318.000000 Penalty: 3976.889404
	Iteration 4Q: 3 clusters Score -1.770132e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -17704316.000000 Penalty: 3976.889404
	Iteration 5Q: 3 clusters Score -1.770432e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -17708170.000000 Penalty: 3976.889404
	Iteration 6Q: 3 clusters Score -1.770817e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -17712674.000000 Penalty: 3976.889404
	Iteration 7Q: 3 clusters Score -1.771267e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 109165 members 
Entering Unmasked Estep 
Score: -17716982.000000 Penalty: 3976.889404
	Iteration 8Q: 3 clusters Score -1.771698e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -17721028.000000 Penalty: 3976.889404
	Iteration 9Q: 3 clusters Score -1.772103e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -17724700.000000 Penalty: 3976.889404
	Iteration 10Q: 3 clusters Score -1.77247e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -17727976.000000 Penalty: 3976.889404
	Iteration 11Q: 3 clusters Score -1.772798e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -17731388.000000 Penalty: 3976.889404
	Iteration 12Q: 3 clusters Score -1.773139e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -17735068.000000 Penalty: 3976.889404
	Iteration 13Q: 3 clusters Score -1.773507e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -17738622.000000 Penalty: 3976.889404
	Iteration 14Q: 3 clusters Score -1.773862e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -17741736.000000 Penalty: 3976.889404
	Iteration 15Q: 3 clusters Score -1.774174e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -17744426.000000 Penalty: 3976.889404
	Iteration 16Q: 3 clusters Score -1.774443e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -17746784.000000 Penalty: 3976.889404
	Iteration 17Q: 3 clusters Score -1.774678e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -17748586.000000 Penalty: 3976.889404
	Iteration 18Q: 3 clusters Score -1.774859e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 158002 members 
Entering Unmasked Estep 
Score: -17750174.000000 Penalty: 3976.889404
	Iteration 19Q: 3 clusters Score -1.775017e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -17751420.000000 Penalty: 3976.889404
	Iteration 20F: 3 clusters Score -1.775142e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -17752672.000000 Penalty: 3976.889404
	Iteration 21Q: 3 clusters Score -1.775267e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 168435 members 
Entering Unmasked Estep 
Score: -17753902.000000 Penalty: 3976.889404
	Iteration 22Q: 3 clusters Score -1.77539e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 172218 members 
Entering Unmasked Estep 
Score: -17755334.000000 Penalty: 3976.889404
	Iteration 23Q: 3 clusters Score -1.775533e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 176181 members 
Entering Unmasked Estep 
Score: -17757072.000000 Penalty: 3976.889404
	Iteration 24Q: 3 clusters Score -1.775707e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -17758744.000000 Penalty: 3976.889404
	Iteration 25Q: 3 clusters Score -1.775874e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -17760736.000000 Penalty: 3976.889404
	Iteration 26Q: 3 clusters Score -1.776074e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 187754 members 
Entering Unmasked Estep 
Score: -17762794.000000 Penalty: 3976.889404
	Iteration 27Q: 3 clusters Score -1.776279e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 191374 members 
Entering Unmasked Estep 
Score: -17764778.000000 Penalty: 3976.889404
	Iteration 28Q: 3 clusters Score -1.776478e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 194667 members 
Entering Unmasked Estep 
Score: -17766854.000000 Penalty: 3976.889404
	Iteration 29Q: 3 clusters Score -1.776685e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -17768592.000000 Penalty: 3976.889404
	Iteration 30Q: 3 clusters Score -1.776859e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 199883 members 
Entering Unmasked Estep 
Score: -17770144.000000 Penalty: 3976.889404
	Iteration 31Q: 3 clusters Score -1.777014e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 201716 members 
Entering Unmasked Estep 
Score: -17771304.000000 Penalty: 3976.889404
	Iteration 32Q: 3 clusters Score -1.77713e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 203001 members 
Entering Unmasked Estep 
Score: -17772074.000000 Penalty: 3976.889404
	Iteration 33Q: 3 clusters Score -1.777207e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 203867 members 
Entering Unmasked Estep 
Score: -17772490.000000 Penalty: 3976.889404
	Iteration 34Q: 3 clusters Score -1.777249e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 204407 members 
Entering Unmasked Estep 
Score: -17772814.000000 Penalty: 3976.889404
	Iteration 35Q: 3 clusters Score -1.777281e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -17773036.000000 Penalty: 3976.889404
	Iteration 36Q: 3 clusters Score -1.777304e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 205009 members 
Entering Unmasked Estep 
Score: -17773182.000000 Penalty: 3976.889404
	Iteration 37Q: 3 clusters Score -1.777318e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 205160 members 
Entering Unmasked Estep 
Score: -17773268.000000 Penalty: 3976.889404
	Iteration 38Q: 3 clusters Score -1.777327e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -17773332.000000 Penalty: 3976.889404
	Iteration 39Q: 3 clusters Score -1.777333e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 205326 members 
Entering Unmasked Estep 
Score: -17773374.000000 Penalty: 3976.889404
	Iteration 40F: 3 clusters Score -1.777337e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 205393 members 
Entering Unmasked Estep 
Score: -17773404.000000 Penalty: 3976.889404
	Iteration 41Q: 3 clusters Score -1.77734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 205436 members 
Entering Unmasked Estep 
Score: -17773432.000000 Penalty: 3976.889404
	Iteration 42Q: 3 clusters Score -1.777343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 205467 members 
Entering Unmasked Estep 
Score: -17773464.000000 Penalty: 3976.889404
	Iteration 43Q: 3 clusters Score -1.777346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 205487 members 
Entering Unmasked Estep 
Score: -17773462.000000 Penalty: 3976.889404
	Iteration 44Q: 3 clusters Score -1.777346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 205499 members 
Entering Unmasked Estep 
Score: -17773456.000000 Penalty: 3976.889404
	Iteration 45Q: 3 clusters Score -1.777346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 205516 members 
Entering Unmasked Estep 
Score: -17773466.000000 Penalty: 3976.889404
	Iteration 46Q: 3 clusters Score -1.777347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 205525 members 
Entering Unmasked Estep 
Score: -17773466.000000 Penalty: 3976.889404
	Iteration 47Q: 3 clusters Score -1.777347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 205530 members 
Entering Unmasked Estep 
Score: -17773478.000000 Penalty: 3976.889404
	Iteration 48Q: 3 clusters Score -1.777348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -17773488.000000 Penalty: 3976.889404
	Iteration 49Q: 3 clusters Score -1.777349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 205547 members 
Entering Unmasked Estep 
Score: -17773494.000000 Penalty: 3976.889404
	Iteration 50Q: 3 clusters Score -1.777349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 205549 members 
Entering Unmasked Estep 
Score: -17773504.000000 Penalty: 3976.889404
	Iteration 51Q: 3 clusters Score -1.77735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -17773506.000000 Penalty: 3976.889404
	Iteration 52Q: 3 clusters Score -1.777351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 205563 members 
Entering Unmasked Estep 
Score: -17773512.000000 Penalty: 3976.889404
	Iteration 53Q: 3 clusters Score -1.777351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 205567 members 
Entering Unmasked Estep 
Score: -17773516.000000 Penalty: 3976.889404
	Iteration 54Q: 3 clusters Score -1.777352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 205576 members 
Entering Unmasked Estep 
Score: -17773512.000000 Penalty: 3976.889404
	Iteration 55Q: 3 clusters Score -1.777351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 205584 members 
Entering Unmasked Estep 
Score: -17773514.000000 Penalty: 3976.889404
	Iteration 56Q: 3 clusters Score -1.777351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 205583 members 
Entering Unmasked Estep 
Score: -17773534.000000 Penalty: 3976.889404
	Iteration 57Q: 3 clusters Score -1.777353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 205587 members 
Entering Unmasked Estep 
Score: -17773516.000000 Penalty: 3976.889404
	Iteration 58Q: 3 clusters Score -1.777352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 205591 members 
Entering Unmasked Estep 
Score: -17773526.000000 Penalty: 3976.889404
	Iteration 59Q: 3 clusters Score -1.777353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 205598 members 
Entering Unmasked Estep 
Score: -17773522.000000 Penalty: 3976.889404
	Iteration 60F: 3 clusters Score -1.777352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205602 members 
Entering Unmasked Estep 
Score: -17773526.000000 Penalty: 3976.889404
	Iteration 61Q: 3 clusters Score -1.777353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205602 members 
Entering Unmasked Estep 
Score: -17773510.000000 Penalty: 3976.889404
	Iteration 62Q: 3 clusters Score -1.777351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 205601 members 
Entering Unmasked Estep 
Score: -17773522.000000 Penalty: 3976.889404
	Iteration 63Q: 3 clusters Score -1.777352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 205601 members 
Entering Unmasked Estep 
Score: -17773520.000000 Penalty: 3976.889404
	Iteration 64Q: 3 clusters Score -1.777352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -17773522.000000 Penalty: 3976.889404
	Iteration 65Q: 3 clusters Score -1.777352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 205598 members 
Entering Unmasked Estep 
Score: -17773522.000000 Penalty: 3976.889404
	Iteration 66Q: 3 clusters Score -1.777352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 205597 members 
Entering Unmasked Estep 
Score: -17773524.000000 Penalty: 3976.889404
	Iteration 67Q: 3 clusters Score -1.777352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 205595 members 
Entering Unmasked Estep 
Score: -17773534.000000 Penalty: 3976.889404
	Iteration 68Q: 3 clusters Score -1.777353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -17773542.000000 Penalty: 3976.889404
	Iteration 69Q: 3 clusters Score -1.777354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 205597 members 
Entering Unmasked Estep 
Score: -17773544.000000 Penalty: 3976.889404
	Iteration 70Q: 3 clusters Score -1.777354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 205599 members 
Entering Unmasked Estep 
Score: -17773552.000000 Penalty: 3976.889404
	Iteration 71Q: 3 clusters Score -1.777355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205602 members 
Entering Unmasked Estep 
Score: -17773542.000000 Penalty: 3976.889404
	Iteration 72Q: 3 clusters Score -1.777354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 205599 members 
Entering Unmasked Estep 
Score: -17773548.000000 Penalty: 3976.889404
	Iteration 73Q: 3 clusters Score -1.777355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 205599 members 
Entering Unmasked Estep 
Score: -17773544.000000 Penalty: 3976.889404
	Iteration 74Q: 3 clusters Score -1.777354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 205600 members 
Entering Unmasked Estep 
Score: -17773544.000000 Penalty: 3976.889404
	Iteration 75Q: 3 clusters Score -1.777354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205602 members 
Entering Unmasked Estep 
Score: -17773544.000000 Penalty: 3976.889404
	Iteration 76Q: 3 clusters Score -1.777354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 205602 members 
Entering Unmasked Estep 
Score: -17773534.000000 Penalty: 3976.889404
	Iteration 77Q: 3 clusters Score -1.777353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -17773538.000000 Penalty: 3976.889404
	Iteration 78Q: 3 clusters Score -1.777354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -17773530.000000 Penalty: 3976.889404
	Iteration 79Q: 3 clusters Score -1.777353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 205608 members 
Entering Unmasked Estep 
Score: -17773536.000000 Penalty: 3976.889404
	Iteration 80F: 3 clusters Score -1.777354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 205609 members 
Entering Unmasked Estep 
Score: -17773536.000000 Penalty: 3976.889404
	Iteration 81Q: 3 clusters Score -1.777354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 205610 members 
Entering Unmasked Estep 
Score: -17773536.000000 Penalty: 3976.889404
	Iteration 82Q: 3 clusters Score -1.777354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 205610 members 
Entering Unmasked Estep 
Score: -17773536.000000 Penalty: 3976.889404
	Iteration 83F: 3 clusters Score -1.777354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Entering Unmasked Estep 
Score: -888897.000000 Penalty: 1520.756470
	Iteration 0F: 2 clusters Score -888897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -880793.812500 Penalty: 3041.512939
	Iteration 0F: 3 clusters Score -880793.8 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -884001.187500 Penalty: 3041.512939
	Iteration 1F: 3 clusters Score -884001.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -884850.250000 Penalty: 3041.512939
	Iteration 2F: 3 clusters Score -884850.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -886030.312500 Penalty: 3041.512939
	Iteration 3F: 3 clusters Score -886030.3 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -887575.437500 Penalty: 3041.512939
	Iteration 4F: 3 clusters Score -887575.4 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -888866.437500 Penalty: 3041.512939
	Iteration 5F: 3 clusters Score -888866.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -889784.562500 Penalty: 3041.512939
	Iteration 6F: 3 clusters Score -889784.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -890427.562500 Penalty: 3041.512939
	Iteration 7Q: 3 clusters Score -890427.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -890834.312500 Penalty: 3041.512939
	Iteration 8Q: 3 clusters Score -890834.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -891037.937500 Penalty: 3041.512939
	Iteration 9Q: 3 clusters Score -891037.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -891142.187500 Penalty: 3041.512939
	Iteration 10Q: 3 clusters Score -891142.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -891193.437500 Penalty: 3041.512939
	Iteration 11Q: 3 clusters Score -891193.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -891216.812500 Penalty: 3041.512939
	Iteration 12Q: 3 clusters Score -891216.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -891231.687500 Penalty: 3041.512939
	Iteration 13Q: 3 clusters Score -891231.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -891240.812500 Penalty: 3041.512939
	Iteration 14Q: 3 clusters Score -891240.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -891249.062500 Penalty: 3041.512939
	Iteration 15Q: 3 clusters Score -891249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -891256.437500 Penalty: 3041.512939
	Iteration 16Q: 3 clusters Score -891256.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -891261.562500 Penalty: 3041.512939
	Iteration 17Q: 3 clusters Score -891261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -891261.812500 Penalty: 3041.512939
	Iteration 18Q: 3 clusters Score -891261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -891261.937500 Penalty: 3041.512939
	Iteration 19Q: 3 clusters Score -891261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -891264.687500 Penalty: 3041.512939
	Iteration 20F: 3 clusters Score -891264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -891263.187500 Penalty: 3041.512939
	Iteration 21Q: 3 clusters Score -891263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -891264.625000 Penalty: 3041.512939
	Iteration 22Q: 3 clusters Score -891264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -891266.187500 Penalty: 3041.512939
	Iteration 23Q: 3 clusters Score -891266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -891265.625000 Penalty: 3041.512939
	Iteration 24Q: 3 clusters Score -891265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -891265.625000 Penalty: 3041.512939
	Iteration 25F: 3 clusters Score -891265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 8946 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 11603 members 
Mstep: Class 22 contains 8149 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 4911 members 
Mstep: Class 25 contains 2513 members 
Mstep: Class 26 contains 60290 members 
Mstep: Class 27 contains 2651 members 
Entering Unmasked Estep 
Score: -54384456.000000 Penalty: 58774.265625
Splitting cluster 19 changes total score from -54352936.000000 to -54384456.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 22305 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 20029 members 
Mstep: Class 10 contains 15329 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 163972 members 
Mstep: Class 18 contains 206196 members 
Mstep: Class 19 contains 8946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54392372.000000 Penalty: 58774.265625
Iteration 39Q: 28 clusters Score -5.439237e+07 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 21828 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 13268 members 
Mstep: Class 9 contains 20140 members 
Mstep: Class 10 contains 15482 members 
Mstep: Class 11 contains 4076 members 
Mstep: Class 12 contains 3844 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 165282 members 
Mstep: Class 17 contains 18164 members 
Mstep: Class 18 contains 206060 members 
Mstep: Class 19 contains 9207 members 
Mstep: Class 20 contains 22652 members 
Mstep: Class 21 contains 11001 members 
Mstep: Class 22 contains 7897 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 4708 members 
Mstep: Class 25 contains 2541 members 
Mstep: Class 26 contains 59944 members 
Mstep: Class 27 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54400240.000000 Penalty: 58774.265625
Iteration 40F: 28 clusters Score -5.440024e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 6828 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 21018 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 13014 members 
Mstep: Class 9 contains 19775 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 11611 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 164813 members 
Mstep: Class 17 contains 18268 members 
Mstep: Class 18 contains 205716 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 23233 members 
Mstep: Class 21 contains 11466 members 
Mstep: Class 22 contains 8219 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 4788 members 
Mstep: Class 25 contains 2667 members 
Mstep: Class 26 contains 61685 members 
Mstep: Class 27 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54403768.000000 Penalty: 58774.265625
Iteration 41Q: 28 clusters Score -5.440377e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13295 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 20474 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 12860 members 
Mstep: Class 9 contains 19540 members 
Mstep: Class 10 contains 15588 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 12020 members 
Mstep: Class 14 contains 11525 members 
Mstep: Class 15 contains 5735 members 
Mstep: Class 16 contains 164562 members 
Mstep: Class 17 contains 18308 members 
Mstep: Class 18 contains 205507 members 
Mstep: Class 19 contains 8996 members 
Mstep: Class 20 contains 23604 members 
Mstep: Class 21 contains 11810 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 62637 members 
Mstep: Class 27 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405388.000000 Penalty: 58774.265625
Iteration 42Q: 28 clusters Score -5.440539e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 20040 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 12777 members 
Mstep: Class 9 contains 19394 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 11947 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 164384 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 205384 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 23894 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 2798 members 
Mstep: Class 26 contains 63301 members 
Mstep: Class 27 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406332.000000 Penalty: 58774.265625
Iteration 43Q: 28 clusters Score -5.440633e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12320 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 6111 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 19685 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 12705 members 
Mstep: Class 9 contains 19261 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 11878 members 
Mstep: Class 14 contains 11396 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 164249 members 
Mstep: Class 17 contains 18307 members 
Mstep: Class 18 contains 205304 members 
Mstep: Class 19 contains 8965 members 
Mstep: Class 20 contains 24150 members 
Mstep: Class 21 contains 12268 members 
Mstep: Class 22 contains 8632 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 63803 members 
Mstep: Class 27 contains 1840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406944.000000 Penalty: 58774.265625
Iteration 44Q: 28 clusters Score -5.440694e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 19432 members 
Mstep: Class 7 contains 3031 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 19126 members 
Mstep: Class 10 contains 15679 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 5885 members 
Mstep: Class 16 contains 164142 members 
Mstep: Class 17 contains 18279 members 
Mstep: Class 18 contains 205258 members 
Mstep: Class 19 contains 8970 members 
Mstep: Class 20 contains 24380 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 8682 members 
Mstep: Class 23 contains 2737 members 
Mstep: Class 24 contains 4560 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 64152 members 
Mstep: Class 27 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407064.000000 Penalty: 58774.265625
Iteration 45Q: 28 clusters Score -5.440706e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11755 members 
Mstep: Class 3 contains 6903 members 
Mstep: Class 4 contains 6285 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 19234 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 19021 members 
Mstep: Class 10 contains 15715 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 11766 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 164065 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 205230 members 
Mstep: Class 19 contains 8970 members 
Mstep: Class 20 contains 24566 members 
Mstep: Class 21 contains 12517 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 4507 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 64414 members 
Mstep: Class 27 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407468.000000 Penalty: 58774.265625
Iteration 46Q: 28 clusters Score -5.440747e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 19080 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 18935 members 
Mstep: Class 10 contains 15728 members 
Mstep: Class 11 contains 4174 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 11699 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 164000 members 
Mstep: Class 17 contains 18229 members 
Mstep: Class 18 contains 205173 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 24723 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 2911 members 
Mstep: Class 26 contains 64636 members 
Mstep: Class 27 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407772.000000 Penalty: 58774.265625
Iteration 47Q: 28 clusters Score -5.440777e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 11361 members 
Mstep: Class 3 contains 6970 members 
Mstep: Class 4 contains 6402 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 18967 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 18870 members 
Mstep: Class 10 contains 15716 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 11645 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 5970 members 
Mstep: Class 16 contains 163930 members 
Mstep: Class 17 contains 18205 members 
Mstep: Class 18 contains 205126 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 24850 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 64821 members 
Mstep: Class 27 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408052.000000 Penalty: 58774.265625
Iteration 48Q: 28 clusters Score -5.440805e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 18816 members 
Mstep: Class 10 contains 15689 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 3317 members 
Mstep: Class 13 contains 11600 members 
Mstep: Class 14 contains 11210 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 163870 members 
Mstep: Class 17 contains 18184 members 
Mstep: Class 18 contains 205108 members 
Mstep: Class 19 contains 9067 members 
Mstep: Class 20 contains 24967 members 
Mstep: Class 21 contains 12736 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 2957 members 
Mstep: Class 26 contains 64991 members 
Mstep: Class 27 contains 2087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408176.000000 Penalty: 58774.265625
Iteration 49Q: 28 clusters Score -5.440818e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 6473 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 18802 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 11562 members 
Mstep: Class 14 contains 11176 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 163810 members 
Mstep: Class 17 contains 18159 members 
Mstep: Class 18 contains 205095 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 25081 members 
Mstep: Class 21 contains 12792 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 2776 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 65131 members 
Mstep: Class 27 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408116.000000 Penalty: 58774.265625
Iteration 50Q: 28 clusters Score -5.440812e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 7062 members 
Mstep: Class 4 contains 6500 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 18739 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 12607 members 
Mstep: Class 9 contains 18701 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 11514 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 6036 members 
Mstep: Class 16 contains 163756 members 
Mstep: Class 17 contains 18136 members 
Mstep: Class 18 contains 205090 members 
Mstep: Class 19 contains 9151 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 12840 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 4206 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 65238 members 
Mstep: Class 27 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408260.000000 Penalty: 58774.265625
Iteration 51Q: 28 clusters Score -5.440826e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10912 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 18687 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 18658 members 
Mstep: Class 10 contains 15608 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 11470 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 6052 members 
Mstep: Class 16 contains 163707 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 205072 members 
Mstep: Class 19 contains 9177 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 21 contains 12872 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 65320 members 
Mstep: Class 27 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408396.000000 Penalty: 58774.265625
Iteration 52Q: 28 clusters Score -5.44084e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10845 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 18638 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 12603 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 15567 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 11447 members 
Mstep: Class 14 contains 11115 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 163675 members 
Mstep: Class 17 contains 18124 members 
Mstep: Class 18 contains 205066 members 
Mstep: Class 19 contains 9198 members 
Mstep: Class 20 contains 25356 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 65389 members 
Mstep: Class 27 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408512.000000 Penalty: 58774.265625
Iteration 53Q: 28 clusters Score -5.440851e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10798 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 18585 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 18553 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 3273 members 
Mstep: Class 13 contains 11429 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 163621 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 205043 members 
Mstep: Class 19 contains 9215 members 
Mstep: Class 20 contains 25429 members 
Mstep: Class 21 contains 12943 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 3987 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 65430 members 
Mstep: Class 27 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408600.000000 Penalty: 58774.265625
Iteration 54Q: 28 clusters Score -5.44086e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 18531 members 
Mstep: Class 7 contains 3133 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 18514 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 3278 members 
Mstep: Class 13 contains 11423 members 
Mstep: Class 14 contains 11063 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 18133 members 
Mstep: Class 18 contains 205029 members 
Mstep: Class 19 contains 9235 members 
Mstep: Class 20 contains 25479 members 
Mstep: Class 21 contains 12975 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 65480 members 
Mstep: Class 27 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408636.000000 Penalty: 58774.265625
Iteration 55Q: 28 clusters Score -5.440864e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 18478 members 
Mstep: Class 7 contains 3137 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 18467 members 
Mstep: Class 10 contains 15463 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 11409 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 6134 members 
Mstep: Class 16 contains 163494 members 
Mstep: Class 17 contains 18134 members 
Mstep: Class 18 contains 205021 members 
Mstep: Class 19 contains 9261 members 
Mstep: Class 20 contains 25521 members 
Mstep: Class 21 contains 13010 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 3870 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 65519 members 
Mstep: Class 27 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408772.000000 Penalty: 58774.265625
Iteration 56Q: 28 clusters Score -5.440877e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 18423 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 4780 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 11400 members 
Mstep: Class 14 contains 11037 members 
Mstep: Class 15 contains 6145 members 
Mstep: Class 16 contains 163452 members 
Mstep: Class 17 contains 18134 members 
Mstep: Class 18 contains 205027 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 25575 members 
Mstep: Class 21 contains 13043 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 2830 members 
Mstep: Class 24 contains 3813 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 65565 members 
Mstep: Class 27 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408844.000000 Penalty: 58774.265625
Iteration 57Q: 28 clusters Score -5.440884e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10632 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 18374 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 18339 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 4868 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 11393 members 
Mstep: Class 14 contains 11033 members 
Mstep: Class 15 contains 6155 members 
Mstep: Class 16 contains 163418 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 205040 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 25600 members 
Mstep: Class 21 contains 13081 members 
Mstep: Class 22 contains 8783 members 
Mstep: Class 23 contains 2838 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 65598 members 
Mstep: Class 27 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408808.000000 Penalty: 58774.265625
Iteration 58Q: 28 clusters Score -5.440881e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10596 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 18263 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 3283 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 11017 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 163407 members 
Mstep: Class 17 contains 18124 members 
Mstep: Class 18 contains 205025 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 25646 members 
Mstep: Class 21 contains 13107 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 65636 members 
Mstep: Class 27 contains 2144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408904.000000 Penalty: 58774.265625
Iteration 59Q: 28 clusters Score -5.44089e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10572 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 18256 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 15272 members 
Mstep: Class 11 contains 5088 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 11402 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 6167 members 
Mstep: Class 16 contains 163400 members 
Mstep: Class 17 contains 18115 members 
Mstep: Class 18 contains 205022 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 20 contains 25688 members 
Mstep: Class 21 contains 13128 members 
Mstep: Class 22 contains 8794 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 65666 members 
Mstep: Class 27 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408908.000000 Penalty: 58774.265625
Iteration 60F: 28 clusters Score -5.440891e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 18195 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 18093 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 5235 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 11399 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 163383 members 
Mstep: Class 17 contains 18108 members 
Mstep: Class 18 contains 205020 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 25727 members 
Mstep: Class 21 contains 13146 members 
Mstep: Class 22 contains 8798 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 3607 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 65701 members 
Mstep: Class 27 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408944.000000 Penalty: 58774.265625
Iteration 61Q: 28 clusters Score -5.440894e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 6573 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 18120 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 17978 members 
Mstep: Class 10 contains 15181 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 3296 members 
Mstep: Class 13 contains 11397 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 6169 members 
Mstep: Class 16 contains 163354 members 
Mstep: Class 17 contains 18105 members 
Mstep: Class 18 contains 205021 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 20 contains 25772 members 
Mstep: Class 21 contains 13164 members 
Mstep: Class 22 contains 8805 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 3563 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 65728 members 
Mstep: Class 27 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409156.000000 Penalty: 58774.265625
Iteration 62Q: 28 clusters Score -5.440916e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10520 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 18019 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 17819 members 
Mstep: Class 10 contains 15149 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 11400 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 6177 members 
Mstep: Class 16 contains 163336 members 
Mstep: Class 17 contains 18102 members 
Mstep: Class 18 contains 205012 members 
Mstep: Class 19 contains 9346 members 
Mstep: Class 20 contains 25804 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 65758 members 
Mstep: Class 27 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409516.000000 Penalty: 58774.265625
Iteration 63Q: 28 clusters Score -5.440952e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 17605 members 
Mstep: Class 10 contains 15104 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 11406 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 15 contains 6185 members 
Mstep: Class 16 contains 163334 members 
Mstep: Class 17 contains 18094 members 
Mstep: Class 18 contains 204996 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 20 contains 25815 members 
Mstep: Class 21 contains 13207 members 
Mstep: Class 22 contains 8818 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 3487 members 
Mstep: Class 25 contains 3028 members 
Mstep: Class 26 contains 65782 members 
Mstep: Class 27 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409732.000000 Penalty: 58774.265625
Iteration 64Q: 28 clusters Score -5.440973e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10479 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 17762 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 17402 members 
Mstep: Class 10 contains 15068 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 11411 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 6187 members 
Mstep: Class 16 contains 163321 members 
Mstep: Class 17 contains 18080 members 
Mstep: Class 18 contains 204991 members 
Mstep: Class 19 contains 9360 members 
Mstep: Class 20 contains 25833 members 
Mstep: Class 21 contains 13232 members 
Mstep: Class 22 contains 8823 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 3460 members 
Mstep: Class 25 contains 3031 members 
Mstep: Class 26 contains 65799 members 
Mstep: Class 27 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410128.000000 Penalty: 58774.265625
Iteration 65Q: 28 clusters Score -5.441013e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10449 members 
Mstep: Class 3 contains 7750 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 17620 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 12622 members 
Mstep: Class 9 contains 17225 members 
Mstep: Class 10 contains 15020 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 11414 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 163307 members 
Mstep: Class 17 contains 18069 members 
Mstep: Class 18 contains 204984 members 
Mstep: Class 19 contains 9367 members 
Mstep: Class 20 contains 25828 members 
Mstep: Class 21 contains 13257 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 3423 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 65806 members 
Mstep: Class 27 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410680.000000 Penalty: 58774.265625
Iteration 66Q: 28 clusters Score -5.441068e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10439 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 17431 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 17091 members 
Mstep: Class 10 contains 14939 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 11416 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 163288 members 
Mstep: Class 17 contains 18068 members 
Mstep: Class 18 contains 204996 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 20 contains 25843 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 8829 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 3387 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 65818 members 
Mstep: Class 27 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411148.000000 Penalty: 58774.265625
Iteration 67Q: 28 clusters Score -5.441115e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 17224 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 17061 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 163286 members 
Mstep: Class 17 contains 18070 members 
Mstep: Class 18 contains 205005 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 25834 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 65816 members 
Mstep: Class 27 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411408.000000 Penalty: 58774.265625
Iteration 68Q: 28 clusters Score -5.441141e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10396 members 
Mstep: Class 3 contains 7863 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 17034 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 17043 members 
Mstep: Class 10 contains 14819 members 
Mstep: Class 11 contains 7400 members 
Mstep: Class 12 contains 3431 members 
Mstep: Class 13 contains 11425 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 16 contains 163272 members 
Mstep: Class 17 contains 18073 members 
Mstep: Class 18 contains 205021 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 25809 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 3312 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 65822 members 
Mstep: Class 27 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411700.000000 Penalty: 58774.265625
Iteration 69Q: 28 clusters Score -5.44117e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10384 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 17078 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 7547 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 11424 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 163259 members 
Mstep: Class 17 contains 18080 members 
Mstep: Class 18 contains 205016 members 
Mstep: Class 19 contains 9403 members 
Mstep: Class 20 contains 25790 members 
Mstep: Class 21 contains 13331 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 3283 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 65808 members 
Mstep: Class 27 contains 2087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411664.000000 Penalty: 58774.265625
Iteration 70Q: 28 clusters Score -5.441166e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10367 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 6594 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 17161 members 
Mstep: Class 10 contains 14763 members 
Mstep: Class 11 contains 7658 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 11430 members 
Mstep: Class 14 contains 10854 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 163233 members 
Mstep: Class 17 contains 18089 members 
Mstep: Class 18 contains 205025 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 13346 members 
Mstep: Class 22 contains 8814 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 65815 members 
Mstep: Class 27 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411736.000000 Penalty: 58774.265625
Iteration 71Q: 28 clusters Score -5.441174e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10350 members 
Mstep: Class 3 contains 7933 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 16591 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 17231 members 
Mstep: Class 10 contains 14737 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 13 contains 11425 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 163216 members 
Mstep: Class 17 contains 18097 members 
Mstep: Class 18 contains 205025 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 20 contains 25737 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 8818 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 3238 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 65820 members 
Mstep: Class 27 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411672.000000 Penalty: 58774.265625
Iteration 72Q: 28 clusters Score -5.441167e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 7949 members 
Mstep: Class 4 contains 6596 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 16474 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 12618 members 
Mstep: Class 9 contains 17301 members 
Mstep: Class 10 contains 14724 members 
Mstep: Class 11 contains 7801 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 11412 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 163189 members 
Mstep: Class 17 contains 18103 members 
Mstep: Class 18 contains 205012 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 25714 members 
Mstep: Class 21 contains 13359 members 
Mstep: Class 22 contains 8818 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 3214 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 65829 members 
Mstep: Class 27 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411652.000000 Penalty: 58774.265625
Iteration 73Q: 28 clusters Score -5.441165e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 17386 members 
Mstep: Class 10 contains 14698 members 
Mstep: Class 11 contains 7853 members 
Mstep: Class 12 contains 3494 members 
Mstep: Class 13 contains 11408 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163170 members 
Mstep: Class 17 contains 18100 members 
Mstep: Class 18 contains 204995 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 25698 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 3098 members 
Mstep: Class 24 contains 3197 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 65825 members 
Mstep: Class 27 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411844.000000 Penalty: 58774.265625
Iteration 74Q: 28 clusters Score -5.441184e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 16264 members 
Mstep: Class 7 contains 3169 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 14674 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 11399 members 
Mstep: Class 14 contains 10905 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 163156 members 
Mstep: Class 17 contains 18099 members 
Mstep: Class 18 contains 204974 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 25683 members 
Mstep: Class 21 contains 13375 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 3184 members 
Mstep: Class 25 contains 3073 members 
Mstep: Class 26 contains 65830 members 
Mstep: Class 27 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411824.000000 Penalty: 58774.265625
Iteration 75Q: 28 clusters Score -5.441182e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 16165 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 17526 members 
Mstep: Class 10 contains 14658 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 11397 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163146 members 
Mstep: Class 17 contains 18096 members 
Mstep: Class 18 contains 204951 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 25658 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 8815 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 3077 members 
Mstep: Class 26 contains 65839 members 
Mstep: Class 27 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411812.000000 Penalty: 58774.265625
Iteration 76Q: 28 clusters Score -5.441181e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 16075 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 17574 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 10934 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163136 members 
Mstep: Class 17 contains 18091 members 
Mstep: Class 18 contains 204930 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 25634 members 
Mstep: Class 21 contains 13394 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 3077 members 
Mstep: Class 26 contains 65854 members 
Mstep: Class 27 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411896.000000 Penalty: 58774.265625
Iteration 77Q: 28 clusters Score -5.44119e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 16001 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17636 members 
Mstep: Class 10 contains 14622 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 10943 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 163126 members 
Mstep: Class 17 contains 18088 members 
Mstep: Class 18 contains 204917 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 25614 members 
Mstep: Class 21 contains 13399 members 
Mstep: Class 22 contains 8812 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 3078 members 
Mstep: Class 26 contains 65849 members 
Mstep: Class 27 contains 2088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411864.000000 Penalty: 58774.265625
Iteration 78Q: 28 clusters Score -5.441186e+07 nChanged 342
Entering ConstructFrom: 
Score: -54411864.000000 Penalty: 58774.265625
Entering ConstructFrom: 
Trying to split cluster 1 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -246096.312500 Penalty: 1300.980469
	Iteration 0F: 2 clusters Score -246096.3 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 1491 members 
Entering Unmasked Estep 
Score: -243398.781250 Penalty: 2601.960938
	Iteration 0F: 3 clusters Score -243398.8 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -244111.781250 Penalty: 2601.960938
	Iteration 1F: 3 clusters Score -244111.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -244321.718750 Penalty: 2601.960938
	Iteration 2F: 3 clusters Score -244321.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -244486.265625 Penalty: 2601.960938
	Iteration 3F: 3 clusters Score -244486.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -244595.218750 Penalty: 2601.960938
	Iteration 4F: 3 clusters Score -244595.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244708.390625 Penalty: 2601.960938
	Iteration 5Q: 3 clusters Score -244708.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244814.281250 Penalty: 2601.960938
	Iteration 6Q: 3 clusters Score -244814.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -244884.484375 Penalty: 2601.960938
	Iteration 7Q: 3 clusters Score -244884.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -244934.859375 Penalty: 2601.960938
	Iteration 8Q: 3 clusters Score -244934.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -244976.312500 Penalty: 2601.960938
	Iteration 9Q: 3 clusters Score -244976.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -245028.156250 Penalty: 2601.960938
	Iteration 10Q: 3 clusters Score -245028.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -245074.843750 Penalty: 2601.960938
	Iteration 11Q: 3 clusters Score -245074.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -245140.062500 Penalty: 2601.960938
	Iteration 12Q: 3 clusters Score -245140.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -245207.031250 Penalty: 2601.960938
	Iteration 13Q: 3 clusters Score -245207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -245268.562500 Penalty: 2601.960938
	Iteration 14Q: 3 clusters Score -245268.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -245309.562500 Penalty: 2601.960938
	Iteration 15Q: 3 clusters Score -245309.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -245353.296875 Penalty: 2601.960938
	Iteration 16Q: 3 clusters Score -245353.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -245396.718750 Penalty: 2601.960938
	Iteration 17Q: 3 clusters Score -245396.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -245429.343750 Penalty: 2601.960938
	Iteration 18Q: 3 clusters Score -245429.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -245457.156250 Penalty: 2601.960938
	Iteration 19Q: 3 clusters Score -245457.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -245470.625000 Penalty: 2601.960938
	Iteration 20F: 3 clusters Score -245470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -245478.421875 Penalty: 2601.960938
	Iteration 21Q: 3 clusters Score -245478.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -245495.328125 Penalty: 2601.960938
	Iteration 22Q: 3 clusters Score -245495.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -245509.562500 Penalty: 2601.960938
	Iteration 23Q: 3 clusters Score -245509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -245523.109375 Penalty: 2601.960938
	Iteration 24Q: 3 clusters Score -245523.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -245540.718750 Penalty: 2601.960938
	Iteration 25Q: 3 clusters Score -245540.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245554.812500 Penalty: 2601.960938
	Iteration 26Q: 3 clusters Score -245554.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -245569.578125 Penalty: 2601.960938
	Iteration 27Q: 3 clusters Score -245569.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -245579.468750 Penalty: 2601.960938
	Iteration 28Q: 3 clusters Score -245579.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -245586.781250 Penalty: 2601.960938
	Iteration 29Q: 3 clusters Score -245586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -245594.859375 Penalty: 2601.960938
	Iteration 30Q: 3 clusters Score -245594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -245598.828125 Penalty: 2601.960938
	Iteration 31Q: 3 clusters Score -245598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -245605.859375 Penalty: 2601.960938
	Iteration 32Q: 3 clusters Score -245605.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -245613.187500 Penalty: 2601.960938
	Iteration 33Q: 3 clusters Score -245613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -245618.531250 Penalty: 2601.960938
	Iteration 34Q: 3 clusters Score -245618.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -245623.343750 Penalty: 2601.960938
	Iteration 35Q: 3 clusters Score -245623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -245628.734375 Penalty: 2601.960938
	Iteration 36Q: 3 clusters Score -245628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -245631.171875 Penalty: 2601.960938
	Iteration 37Q: 3 clusters Score -245631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -245634.515625 Penalty: 2601.960938
	Iteration 38Q: 3 clusters Score -245634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -245636.687500 Penalty: 2601.960938
	Iteration 39Q: 3 clusters Score -245636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -245637.515625 Penalty: 2601.960938
	Iteration 40F: 3 clusters Score -245637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -245637.750000 Penalty: 2601.960938
	Iteration 41Q: 3 clusters Score -245637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -245638.828125 Penalty: 2601.960938
	Iteration 42Q: 3 clusters Score -245638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -245640.296875 Penalty: 2601.960938
	Iteration 43Q: 3 clusters Score -245640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -245640.765625 Penalty: 2601.960938
	Iteration 44Q: 3 clusters Score -245640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -245641.093750 Penalty: 2601.960938
	Iteration 45Q: 3 clusters Score -245641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -245640.890625 Penalty: 2601.960938
	Iteration 46Q: 3 clusters Score -245640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -245640.890625 Penalty: 2601.960938
	Iteration 47F: 3 clusters Score -245640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -893595.812500 Penalty: 1501.467896
	Iteration 0F: 2 clusters Score -893595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -886229.687500 Penalty: 3002.935791
	Iteration 0F: 3 clusters Score -886229.7 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -888566.875000 Penalty: 3002.935791
	Iteration 1F: 3 clusters Score -888566.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -888769.562500 Penalty: 3002.935791
	Iteration 2F: 3 clusters Score -888769.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -888920.187500 Penalty: 3002.935791
	Iteration 3Q: 3 clusters Score -888920.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -889037.500000 Penalty: 3002.935791
	Iteration 4Q: 3 clusters Score -889037.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -889143.625000 Penalty: 3002.935791
	Iteration 5Q: 3 clusters Score -889143.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -889229.187500 Penalty: 3002.935791
	Iteration 6Q: 3 clusters Score -889229.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -889323.000000 Penalty: 3002.935791
	Iteration 7Q: 3 clusters Score -889323 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -889415.125000 Penalty: 3002.935791
	Iteration 8Q: 3 clusters Score -889415.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -889507.000000 Penalty: 3002.935791
	Iteration 9Q: 3 clusters Score -889507 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -889619.250000 Penalty: 3002.935791
	Iteration 10Q: 3 clusters Score -889619.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -889728.562500 Penalty: 3002.935791
	Iteration 11Q: 3 clusters Score -889728.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -889852.812500 Penalty: 3002.935791
	Iteration 12Q: 3 clusters Score -889852.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -889993.125000 Penalty: 3002.935791
	Iteration 13Q: 3 clusters Score -889993.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -890167.625000 Penalty: 3002.935791
	Iteration 14Q: 3 clusters Score -890167.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -890404.687500 Penalty: 3002.935791
	Iteration 15Q: 3 clusters Score -890404.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -890692.062500 Penalty: 3002.935791
	Iteration 16Q: 3 clusters Score -890692.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -891029.937500 Penalty: 3002.935791
	Iteration 17Q: 3 clusters Score -891029.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -891334.937500 Penalty: 3002.935791
	Iteration 18Q: 3 clusters Score -891334.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -891598.875000 Penalty: 3002.935791
	Iteration 19Q: 3 clusters Score -891598.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -891785.312500 Penalty: 3002.935791
	Iteration 20F: 3 clusters Score -891785.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -891914.937500 Penalty: 3002.935791
	Iteration 21Q: 3 clusters Score -891914.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -892000.562500 Penalty: 3002.935791
	Iteration 22Q: 3 clusters Score -892000.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -892053.625000 Penalty: 3002.935791
	Iteration 23Q: 3 clusters Score -892053.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -892096.187500 Penalty: 3002.935791
	Iteration 24Q: 3 clusters Score -892096.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -892127.625000 Penalty: 3002.935791
	Iteration 25Q: 3 clusters Score -892127.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -892160.312500 Penalty: 3002.935791
	Iteration 26Q: 3 clusters Score -892160.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -892190.937500 Penalty: 3002.935791
	Iteration 27Q: 3 clusters Score -892190.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -892212.687500 Penalty: 3002.935791
	Iteration 28Q: 3 clusters Score -892212.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -892228.937500 Penalty: 3002.935791
	Iteration 29Q: 3 clusters Score -892228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -892237.312500 Penalty: 3002.935791
	Iteration 30Q: 3 clusters Score -892237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -892246.937500 Penalty: 3002.935791
	Iteration 31Q: 3 clusters Score -892246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -892255.562500 Penalty: 3002.935791
	Iteration 32Q: 3 clusters Score -892255.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -892270.812500 Penalty: 3002.935791
	Iteration 33Q: 3 clusters Score -892270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -892282.937500 Penalty: 3002.935791
	Iteration 34Q: 3 clusters Score -892282.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -892294.375000 Penalty: 3002.935791
	Iteration 35Q: 3 clusters Score -892294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -892298.500000 Penalty: 3002.935791
	Iteration 36Q: 3 clusters Score -892298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -892305.937500 Penalty: 3002.935791
	Iteration 37Q: 3 clusters Score -892305.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -892310.750000 Penalty: 3002.935791
	Iteration 38Q: 3 clusters Score -892310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -892316.625000 Penalty: 3002.935791
	Iteration 39Q: 3 clusters Score -892316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -892319.375000 Penalty: 3002.935791
	Iteration 40F: 3 clusters Score -892319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -892327.625000 Penalty: 3002.935791
	Iteration 41Q: 3 clusters Score -892327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -892329.750000 Penalty: 3002.935791
	Iteration 42Q: 3 clusters Score -892329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -892335.812500 Penalty: 3002.935791
	Iteration 43Q: 3 clusters Score -892335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -892341.312500 Penalty: 3002.935791
	Iteration 44Q: 3 clusters Score -892341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -892345.500000 Penalty: 3002.935791
	Iteration 45Q: 3 clusters Score -892345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -892349.000000 Penalty: 3002.935791
	Iteration 46Q: 3 clusters Score -892349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -892349.875000 Penalty: 3002.935791
	Iteration 47Q: 3 clusters Score -892349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -892350.500000 Penalty: 3002.935791
	Iteration 48Q: 3 clusters Score -892350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -892350.500000 Penalty: 3002.935791
	Iteration 49F: 3 clusters Score -892350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Entering Unmasked Estep 
Score: -648040.937500 Penalty: 1461.007446
	Iteration 0F: 2 clusters Score -648040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -642184.125000 Penalty: 2922.014893
	Iteration 0F: 3 clusters Score -642184.1 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -644064.687500 Penalty: 2922.014893
	Iteration 1F: 3 clusters Score -644064.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -644311.625000 Penalty: 2922.014893
	Iteration 2F: 3 clusters Score -644311.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -644481.000000 Penalty: 2922.014893
	Iteration 3F: 3 clusters Score -644481 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -644628.625000 Penalty: 2922.014893
	Iteration 4Q: 3 clusters Score -644628.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -644776.375000 Penalty: 2922.014893
	Iteration 5Q: 3 clusters Score -644776.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -644933.000000 Penalty: 2922.014893
	Iteration 6Q: 3 clusters Score -644933 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -645092.875000 Penalty: 2922.014893
	Iteration 7Q: 3 clusters Score -645092.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -645256.437500 Penalty: 2922.014893
	Iteration 8Q: 3 clusters Score -645256.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -645438.125000 Penalty: 2922.014893
	Iteration 9Q: 3 clusters Score -645438.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -645675.000000 Penalty: 2922.014893
	Iteration 10Q: 3 clusters Score -645675 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -645909.937500 Penalty: 2922.014893
	Iteration 11Q: 3 clusters Score -645909.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -646159.937500 Penalty: 2922.014893
	Iteration 12Q: 3 clusters Score -646159.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -646358.812500 Penalty: 2922.014893
	Iteration 13Q: 3 clusters Score -646358.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -646505.687500 Penalty: 2922.014893
	Iteration 14Q: 3 clusters Score -646505.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -646615.187500 Penalty: 2922.014893
	Iteration 15Q: 3 clusters Score -646615.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -646708.812500 Penalty: 2922.014893
	Iteration 16Q: 3 clusters Score -646708.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -646780.187500 Penalty: 2922.014893
	Iteration 17Q: 3 clusters Score -646780.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -646844.687500 Penalty: 2922.014893
	Iteration 18Q: 3 clusters Score -646844.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -646885.812500 Penalty: 2922.014893
	Iteration 19Q: 3 clusters Score -646885.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -646911.187500 Penalty: 2922.014893
	Iteration 20F: 3 clusters Score -646911.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -646928.875000 Penalty: 2922.014893
	Iteration 21Q: 3 clusters Score -646928.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -646942.375000 Penalty: 2922.014893
	Iteration 22Q: 3 clusters Score -646942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -646950.750000 Penalty: 2922.014893
	Iteration 23Q: 3 clusters Score -646950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -646956.437500 Penalty: 2922.014893
	Iteration 24Q: 3 clusters Score -646956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -646961.312500 Penalty: 2922.014893
	Iteration 25Q: 3 clusters Score -646961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -646963.437500 Penalty: 2922.014893
	Iteration 26Q: 3 clusters Score -646963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -646965.625000 Penalty: 2922.014893
	Iteration 27Q: 3 clusters Score -646965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -646964.312500 Penalty: 2922.014893
	Iteration 28Q: 3 clusters Score -646964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -646964.312500 Penalty: 2922.014893
	Iteration 29F: 3 clusters Score -646964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -559905.437500 Penalty: 1429.552490
	Iteration 0F: 2 clusters Score -559905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -554847.375000 Penalty: 2859.104980
	Iteration 0F: 3 clusters Score -554847.4 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -556336.437500 Penalty: 2859.104980
	Iteration 1F: 3 clusters Score -556336.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -556532.687500 Penalty: 2859.104980
	Iteration 2F: 3 clusters Score -556532.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -556668.375000 Penalty: 2859.104980
	Iteration 3Q: 3 clusters Score -556668.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -556783.375000 Penalty: 2859.104980
	Iteration 4Q: 3 clusters Score -556783.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -556884.062500 Penalty: 2859.104980
	Iteration 5Q: 3 clusters Score -556884.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -556978.437500 Penalty: 2859.104980
	Iteration 6Q: 3 clusters Score -556978.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -557078.187500 Penalty: 2859.104980
	Iteration 7Q: 3 clusters Score -557078.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -557172.062500 Penalty: 2859.104980
	Iteration 8Q: 3 clusters Score -557172.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -557271.312500 Penalty: 2859.104980
	Iteration 9Q: 3 clusters Score -557271.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -557389.437500 Penalty: 2859.104980
	Iteration 10Q: 3 clusters Score -557389.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -557508.750000 Penalty: 2859.104980
	Iteration 11Q: 3 clusters Score -557508.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -557614.312500 Penalty: 2859.104980
	Iteration 12Q: 3 clusters Score -557614.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -557727.500000 Penalty: 2859.104980
	Iteration 13Q: 3 clusters Score -557727.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -557840.875000 Penalty: 2859.104980
	Iteration 14Q: 3 clusters Score -557840.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -557959.062500 Penalty: 2859.104980
	Iteration 15Q: 3 clusters Score -557959.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -558073.062500 Penalty: 2859.104980
	Iteration 16Q: 3 clusters Score -558073.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -558183.312500 Penalty: 2859.104980
	Iteration 17Q: 3 clusters Score -558183.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -558286.187500 Penalty: 2859.104980
	Iteration 18Q: 3 clusters Score -558286.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -558384.187500 Penalty: 2859.104980
	Iteration 19Q: 3 clusters Score -558384.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -558491.500000 Penalty: 2859.104980
	Iteration 20F: 3 clusters Score -558491.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -558562.687500 Penalty: 2859.104980
	Iteration 21Q: 3 clusters Score -558562.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -558609.750000 Penalty: 2859.104980
	Iteration 22Q: 3 clusters Score -558609.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -558642.875000 Penalty: 2859.104980
	Iteration 23Q: 3 clusters Score -558642.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -558667.562500 Penalty: 2859.104980
	Iteration 24Q: 3 clusters Score -558667.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -558684.250000 Penalty: 2859.104980
	Iteration 25Q: 3 clusters Score -558684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -558695.000000 Penalty: 2859.104980
	Iteration 26Q: 3 clusters Score -558695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -558700.000000 Penalty: 2859.104980
	Iteration 27Q: 3 clusters Score -558700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -558709.937500 Penalty: 2859.104980
	Iteration 28Q: 3 clusters Score -558709.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -558720.437500 Penalty: 2859.104980
	Iteration 29Q: 3 clusters Score -558720.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -558729.812500 Penalty: 2859.104980
	Iteration 30Q: 3 clusters Score -558729.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -558737.125000 Penalty: 2859.104980
	Iteration 31Q: 3 clusters Score -558737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -558739.750000 Penalty: 2859.104980
	Iteration 32Q: 3 clusters Score -558739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -558745.312500 Penalty: 2859.104980
	Iteration 33Q: 3 clusters Score -558745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -558745.750000 Penalty: 2859.104980
	Iteration 34Q: 3 clusters Score -558745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -558748.750000 Penalty: 2859.104980
	Iteration 35Q: 3 clusters Score -558748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -558750.312500 Penalty: 2859.104980
	Iteration 36Q: 3 clusters Score -558750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -558751.187500 Penalty: 2859.104980
	Iteration 37Q: 3 clusters Score -558751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -558752.750000 Penalty: 2859.104980
	Iteration 38Q: 3 clusters Score -558752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -558753.437500 Penalty: 2859.104980
	Iteration 39Q: 3 clusters Score -558753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -558754.062500 Penalty: 2859.104980
	Iteration 40F: 3 clusters Score -558754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -558754.937500 Penalty: 2859.104980
	Iteration 41Q: 3 clusters Score -558754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -558754.562500 Penalty: 2859.104980
	Iteration 42Q: 3 clusters Score -558754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -558755.750000 Penalty: 2859.104980
	Iteration 43Q: 3 clusters Score -558755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -558757.500000 Penalty: 2859.104980
	Iteration 44Q: 3 clusters Score -558757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -558756.937500 Penalty: 2859.104980
	Iteration 45Q: 3 clusters Score -558756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -558756.937500 Penalty: 2859.104980
	Iteration 46F: 3 clusters Score -558756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -372016.781250 Penalty: 1364.851318
	Iteration 0F: 2 clusters Score -372016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -368389.312500 Penalty: 2729.702637
	Iteration 0F: 3 clusters Score -368389.3 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -369543.656250 Penalty: 2729.702637
	Iteration 1F: 3 clusters Score -369543.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -369878.375000 Penalty: 2729.702637
	Iteration 2F: 3 clusters Score -369878.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -370121.937500 Penalty: 2729.702637
	Iteration 3F: 3 clusters Score -370121.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -370316.093750 Penalty: 2729.702637
	Iteration 4F: 3 clusters Score -370316.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -370464.968750 Penalty: 2729.702637
	Iteration 5Q: 3 clusters Score -370465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -370619.937500 Penalty: 2729.702637
	Iteration 6Q: 3 clusters Score -370619.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -370733.937500 Penalty: 2729.702637
	Iteration 7Q: 3 clusters Score -370733.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -370849.375000 Penalty: 2729.702637
	Iteration 8Q: 3 clusters Score -370849.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -370956.531250 Penalty: 2729.702637
	Iteration 9Q: 3 clusters Score -370956.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -371047.812500 Penalty: 2729.702637
	Iteration 10Q: 3 clusters Score -371047.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -371110.000000 Penalty: 2729.702637
	Iteration 11Q: 3 clusters Score -371110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -371152.968750 Penalty: 2729.702637
	Iteration 12Q: 3 clusters Score -371153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -371179.656250 Penalty: 2729.702637
	Iteration 13Q: 3 clusters Score -371179.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -371202.500000 Penalty: 2729.702637
	Iteration 14Q: 3 clusters Score -371202.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -371219.468750 Penalty: 2729.702637
	Iteration 15Q: 3 clusters Score -371219.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -371236.250000 Penalty: 2729.702637
	Iteration 16Q: 3 clusters Score -371236.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -371248.937500 Penalty: 2729.702637
	Iteration 17Q: 3 clusters Score -371248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -371258.968750 Penalty: 2729.702637
	Iteration 18Q: 3 clusters Score -371259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -371269.000000 Penalty: 2729.702637
	Iteration 19Q: 3 clusters Score -371269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -371281.187500 Penalty: 2729.702637
	Iteration 20F: 3 clusters Score -371281.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -371291.562500 Penalty: 2729.702637
	Iteration 21Q: 3 clusters Score -371291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -371295.531250 Penalty: 2729.702637
	Iteration 22Q: 3 clusters Score -371295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -371301.593750 Penalty: 2729.702637
	Iteration 23Q: 3 clusters Score -371301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -371305.218750 Penalty: 2729.702637
	Iteration 24Q: 3 clusters Score -371305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -371311.906250 Penalty: 2729.702637
	Iteration 25Q: 3 clusters Score -371311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -371317.343750 Penalty: 2729.702637
	Iteration 26Q: 3 clusters Score -371317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -371319.781250 Penalty: 2729.702637
	Iteration 27Q: 3 clusters Score -371319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -371323.687500 Penalty: 2729.702637
	Iteration 28Q: 3 clusters Score -371323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -371327.375000 Penalty: 2729.702637
	Iteration 29Q: 3 clusters Score -371327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -371330.718750 Penalty: 2729.702637
	Iteration 30Q: 3 clusters Score -371330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -371333.125000 Penalty: 2729.702637
	Iteration 31Q: 3 clusters Score -371333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -371334.656250 Penalty: 2729.702637
	Iteration 32Q: 3 clusters Score -371334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -371334.562500 Penalty: 2729.702637
	Iteration 33Q: 3 clusters Score -371334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -371335.468750 Penalty: 2729.702637
	Iteration 34Q: 3 clusters Score -371335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -371337.593750 Penalty: 2729.702637
	Iteration 35Q: 3 clusters Score -371337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -371338.312500 Penalty: 2729.702637
	Iteration 36Q: 3 clusters Score -371338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -371338.343750 Penalty: 2729.702637
	Iteration 37Q: 3 clusters Score -371338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -371338.875000 Penalty: 2729.702637
	Iteration 38Q: 3 clusters Score -371338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -371338.875000 Penalty: 2729.702637
	Iteration 39F: 3 clusters Score -371338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Entering Unmasked Estep 
Score: -1364174.625000 Penalty: 1572.139282
	Iteration 0F: 2 clusters Score -1364175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1353171.375000 Penalty: 3144.278564
	Iteration 0F: 3 clusters Score -1353171 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1357000.500000 Penalty: 3144.278564
	Iteration 1F: 3 clusters Score -1357000 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1357312.125000 Penalty: 3144.278564
	Iteration 2F: 3 clusters Score -1357312 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1357652.125000 Penalty: 3144.278564
	Iteration 3F: 3 clusters Score -1357652 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1358005.375000 Penalty: 3144.278564
	Iteration 4F: 3 clusters Score -1358005 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1358450.000000 Penalty: 3144.278564
	Iteration 5F: 3 clusters Score -1358450 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1359071.750000 Penalty: 3144.278564
	Iteration 6F: 3 clusters Score -1359072 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1359835.625000 Penalty: 3144.278564
	Iteration 7F: 3 clusters Score -1359836 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1360682.875000 Penalty: 3144.278564
	Iteration 8F: 3 clusters Score -1360683 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1361436.500000 Penalty: 3144.278564
	Iteration 9F: 3 clusters Score -1361436 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1361975.625000 Penalty: 3144.278564
	Iteration 10Q: 3 clusters Score -1361976 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1362319.125000 Penalty: 3144.278564
	Iteration 11Q: 3 clusters Score -1362319 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1362525.875000 Penalty: 3144.278564
	Iteration 12Q: 3 clusters Score -1362526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1362643.250000 Penalty: 3144.278564
	Iteration 13Q: 3 clusters Score -1362643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1362707.875000 Penalty: 3144.278564
	Iteration 14Q: 3 clusters Score -1362708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1362749.000000 Penalty: 3144.278564
	Iteration 15Q: 3 clusters Score -1362749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1362784.500000 Penalty: 3144.278564
	Iteration 16Q: 3 clusters Score -1362784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1362807.875000 Penalty: 3144.278564
	Iteration 17Q: 3 clusters Score -1362808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1362819.750000 Penalty: 3144.278564
	Iteration 18Q: 3 clusters Score -1362820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1362819.625000 Penalty: 3144.278564
	Iteration 19Q: 3 clusters Score -1362820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1362820.750000 Penalty: 3144.278564
	Iteration 20F: 3 clusters Score -1362821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1362823.500000 Penalty: 3144.278564
	Iteration 21Q: 3 clusters Score -1362824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1362823.500000 Penalty: 3144.278564
	Iteration 22Q: 3 clusters Score -1362824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1362825.000000 Penalty: 3144.278564
	Iteration 23Q: 3 clusters Score -1362825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1362827.625000 Penalty: 3144.278564
	Iteration 24Q: 3 clusters Score -1362828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1362833.375000 Penalty: 3144.278564
	Iteration 25Q: 3 clusters Score -1362833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1362839.125000 Penalty: 3144.278564
	Iteration 26Q: 3 clusters Score -1362839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1362843.250000 Penalty: 3144.278564
	Iteration 27Q: 3 clusters Score -1362843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1362845.250000 Penalty: 3144.278564
	Iteration 28Q: 3 clusters Score -1362845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1362847.000000 Penalty: 3144.278564
	Iteration 29Q: 3 clusters Score -1362847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1362847.000000 Penalty: 3144.278564
	Iteration 30Q: 3 clusters Score -1362847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1362847.000000 Penalty: 3144.278564
	Iteration 31F: 3 clusters Score -1362847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -264116.687500 Penalty: 1310.350098
	Iteration 0F: 2 clusters Score -264116.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -261331.515625 Penalty: 2620.700195
	Iteration 0F: 3 clusters Score -261331.5 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -262040.265625 Penalty: 2620.700195
	Iteration 1F: 3 clusters Score -262040.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -262206.656250 Penalty: 2620.700195
	Iteration 2F: 3 clusters Score -262206.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -262309.906250 Penalty: 2620.700195
	Iteration 3F: 3 clusters Score -262309.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -262382.468750 Penalty: 2620.700195
	Iteration 4Q: 3 clusters Score -262382.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -262437.187500 Penalty: 2620.700195
	Iteration 5Q: 3 clusters Score -262437.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -262484.375000 Penalty: 2620.700195
	Iteration 6Q: 3 clusters Score -262484.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262526.125000 Penalty: 2620.700195
	Iteration 7Q: 3 clusters Score -262526.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -262570.687500 Penalty: 2620.700195
	Iteration 8Q: 3 clusters Score -262570.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -262611.156250 Penalty: 2620.700195
	Iteration 9Q: 3 clusters Score -262611.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -262656.312500 Penalty: 2620.700195
	Iteration 10Q: 3 clusters Score -262656.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -262717.031250 Penalty: 2620.700195
	Iteration 11Q: 3 clusters Score -262717 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -262803.218750 Penalty: 2620.700195
	Iteration 12Q: 3 clusters Score -262803.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -262932.875000 Penalty: 2620.700195
	Iteration 13Q: 3 clusters Score -262932.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -263045.562500 Penalty: 2620.700195
	Iteration 14Q: 3 clusters Score -263045.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -263156.562500 Penalty: 2620.700195
	Iteration 15Q: 3 clusters Score -263156.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -263247.250000 Penalty: 2620.700195
	Iteration 16Q: 3 clusters Score -263247.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -263323.031250 Penalty: 2620.700195
	Iteration 17Q: 3 clusters Score -263323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -263379.531250 Penalty: 2620.700195
	Iteration 18Q: 3 clusters Score -263379.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -263412.968750 Penalty: 2620.700195
	Iteration 19Q: 3 clusters Score -263413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -263441.531250 Penalty: 2620.700195
	Iteration 20F: 3 clusters Score -263441.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -263463.500000 Penalty: 2620.700195
	Iteration 21Q: 3 clusters Score -263463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -263475.781250 Penalty: 2620.700195
	Iteration 22Q: 3 clusters Score -263475.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -263489.218750 Penalty: 2620.700195
	Iteration 23Q: 3 clusters Score -263489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -263493.875000 Penalty: 2620.700195
	Iteration 24Q: 3 clusters Score -263493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -263499.531250 Penalty: 2620.700195
	Iteration 25Q: 3 clusters Score -263499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -263504.250000 Penalty: 2620.700195
	Iteration 26Q: 3 clusters Score -263504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -263510.218750 Penalty: 2620.700195
	Iteration 27Q: 3 clusters Score -263510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -263517.625000 Penalty: 2620.700195
	Iteration 28Q: 3 clusters Score -263517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -263525.250000 Penalty: 2620.700195
	Iteration 29Q: 3 clusters Score -263525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -263527.687500 Penalty: 2620.700195
	Iteration 30Q: 3 clusters Score -263527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -263529.531250 Penalty: 2620.700195
	Iteration 31Q: 3 clusters Score -263529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -263529.781250 Penalty: 2620.700195
	Iteration 32Q: 3 clusters Score -263529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -263531.093750 Penalty: 2620.700195
	Iteration 33Q: 3 clusters Score -263531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -263531.187500 Penalty: 2620.700195
	Iteration 34Q: 3 clusters Score -263531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -263531.187500 Penalty: 2620.700195
	Iteration 35F: 3 clusters Score -263531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -1058197.125000 Penalty: 1534.725342
	Iteration 0F: 2 clusters Score -1058197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1049270.250000 Penalty: 3069.450684
	Iteration 0F: 3 clusters Score -1049270 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1052301.375000 Penalty: 3069.450684
	Iteration 1F: 3 clusters Score -1052301 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1052688.875000 Penalty: 3069.450684
	Iteration 2F: 3 clusters Score -1052689 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1053089.125000 Penalty: 3069.450684
	Iteration 3F: 3 clusters Score -1053089 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1053526.625000 Penalty: 3069.450684
	Iteration 4F: 3 clusters Score -1053527 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1053964.375000 Penalty: 3069.450684
	Iteration 5F: 3 clusters Score -1053964 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1054340.500000 Penalty: 3069.450684
	Iteration 6F: 3 clusters Score -1054340 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1054676.875000 Penalty: 3069.450684
	Iteration 7Q: 3 clusters Score -1054677 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1054983.375000 Penalty: 3069.450684
	Iteration 8Q: 3 clusters Score -1054983 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1055276.375000 Penalty: 3069.450684
	Iteration 9Q: 3 clusters Score -1055276 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1055537.125000 Penalty: 3069.450684
	Iteration 10Q: 3 clusters Score -1055537 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1055793.125000 Penalty: 3069.450684
	Iteration 11Q: 3 clusters Score -1055793 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1055996.000000 Penalty: 3069.450684
	Iteration 12Q: 3 clusters Score -1055996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1056161.000000 Penalty: 3069.450684
	Iteration 13Q: 3 clusters Score -1056161 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1056262.250000 Penalty: 3069.450684
	Iteration 14Q: 3 clusters Score -1056262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1056342.625000 Penalty: 3069.450684
	Iteration 15Q: 3 clusters Score -1056343 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1056403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1056442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1056464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1056478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1056495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1056506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1056517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1056522.875000 Penalty: 3069.450684
	Iteration 23Q: 3 clusters Score -1056523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1056527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1056526.625000 Penalty: 3069.450684
	Iteration 25Q: 3 clusters Score -1056527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1056531.500000 Penalty: 3069.450684
	Iteration 26Q: 3 clusters Score -1056532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1056535 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1056533.000000 Penalty: 3069.450684
	Iteration 28Q: 3 clusters Score -1056533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1056534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1056535.500000 Penalty: 3069.450684
	Iteration 30Q: 3 clusters Score -1056536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1056541.250000 Penalty: 3069.450684
	Iteration 31Q: 3 clusters Score -1056541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1056544.750000 Penalty: 3069.450684
	Iteration 32Q: 3 clusters Score -1056545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1056546.250000 Penalty: 3069.450684
	Iteration 33Q: 3 clusters Score -1056546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1056550.250000 Penalty: 3069.450684
	Iteration 34Q: 3 clusters Score -1056550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1056551.500000 Penalty: 3069.450684
	Iteration 35Q: 3 clusters Score -1056552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1056551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1056553.500000 Penalty: 3069.450684
	Iteration 37Q: 3 clusters Score -1056554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1056554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1056555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1056557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1056559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1056560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1056561.000000 Penalty: 3069.450684
	Iteration 43Q: 3 clusters Score -1056561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1056564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1056563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1056563 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1056563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1056564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1056565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1056564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1056564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1056565 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1056566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1056570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1056568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1056568 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9780 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1056570 nChanged 13
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Mstep: Class 1 contains 9789 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1056574 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1056572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1056575.000000 Penalty: 3069.450684
	Iteration 60F: 3 clusters Score -1056575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1056576 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9827 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1056579 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2800 members 
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	Iteration 63Q: 3 clusters Score -1056581 nChanged 21
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Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2789 members 
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	Iteration 64Q: 3 clusters Score -1056586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1056588 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1056592 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9888 members 
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	Iteration 67Q: 3 clusters Score -1056595 nChanged 10
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Mstep: Class 1 contains 9896 members 
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	Iteration 68Q: 3 clusters Score -1056596 nChanged 10
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Mstep: Class 1 contains 9898 members 
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	Iteration 69Q: 3 clusters Score -1056594 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9907 members 
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	Iteration 70Q: 3 clusters Score -1056599 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1056601 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9933 members 
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	Iteration 72Q: 3 clusters Score -1056601 nChanged 11
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Mstep: Class 1 contains 9944 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1056604 nChanged 20
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Mstep: Class 1 contains 9962 members 
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	Iteration 74Q: 3 clusters Score -1056605 nChanged 17
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Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1056612 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1056614 nChanged 13
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Mstep: Class 1 contains 10001 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1056616 nChanged 12
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Mstep: Class 1 contains 10009 members 
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	Iteration 78Q: 3 clusters Score -1056615 nChanged 18
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Mstep: Class 1 contains 10023 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1056618 nChanged 12
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Mstep: Class 1 contains 10035 members 
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	Iteration 80F: 3 clusters Score -1056620 nChanged 20
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Mstep: Class 1 contains 10055 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1056624 nChanged 14
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Mstep: Class 1 contains 10069 members 
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	Iteration 82Q: 3 clusters Score -1056626 nChanged 15
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Mstep: Class 1 contains 10082 members 
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	Iteration 83Q: 3 clusters Score -1056627 nChanged 15
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Mstep: Class 1 contains 10091 members 
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	Iteration 84Q: 3 clusters Score -1056630 nChanged 17
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Mstep: Class 1 contains 10106 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1056633 nChanged 11
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Mstep: Class 1 contains 10115 members 
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	Iteration 86Q: 3 clusters Score -1056634 nChanged 16
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Mstep: Class 1 contains 10131 members 
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	Iteration 87Q: 3 clusters Score -1056634 nChanged 17
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Mstep: Class 1 contains 10144 members 
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	Iteration 88Q: 3 clusters Score -1056638 nChanged 21
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1056641 nChanged 26
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Mstep: Class 1 contains 10187 members 
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	Iteration 90Q: 3 clusters Score -1056649 nChanged 27
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Mstep: Class 1 contains 10214 members 
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	Iteration 91Q: 3 clusters Score -1056657 nChanged 22
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2402 members 
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	Iteration 92Q: 3 clusters Score -1056660 nChanged 27
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Mstep: Class 1 contains 10263 members 
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	Iteration 93Q: 3 clusters Score -1056665 nChanged 33
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1056674 nChanged 31
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Mstep: Class 1 contains 10325 members 
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	Iteration 95Q: 3 clusters Score -1056681 nChanged 34
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	Iteration 97Q: 3 clusters Score -1056699 nChanged 37
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	Iteration 99Q: 3 clusters Score -1056720 nChanged 62
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Mstep: Class 1 contains 10518 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1056743 nChanged 59
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	Iteration 101Q: 3 clusters Score -1056769 nChanged 74
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Mstep: Class 2 contains 1938 members 
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	Iteration 103Q: 3 clusters Score -1056829 nChanged 64
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	Iteration 104Q: 3 clusters Score -1056852 nChanged 61
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1831 members 
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	Iteration 105Q: 3 clusters Score -1056876 nChanged 67
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	Iteration 106Q: 3 clusters Score -1056901 nChanged 76
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	Iteration 107Q: 3 clusters Score -1056937 nChanged 69
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	Iteration 108Q: 3 clusters Score -1056962 nChanged 66
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1056991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1057011.500000 Penalty: 3069.450684
	Iteration 110Q: 3 clusters Score -1057012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1057031.125000 Penalty: 3069.450684
	Iteration 111Q: 3 clusters Score -1057031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1057055.000000 Penalty: 3069.450684
	Iteration 112Q: 3 clusters Score -1057055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1057073.500000 Penalty: 3069.450684
	Iteration 113Q: 3 clusters Score -1057074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1057092.750000 Penalty: 3069.450684
	Iteration 114Q: 3 clusters Score -1057093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1057114.875000 Penalty: 3069.450684
	Iteration 115Q: 3 clusters Score -1057115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1057135.500000 Penalty: 3069.450684
	Iteration 116Q: 3 clusters Score -1057136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1057154.375000 Penalty: 3069.450684
	Iteration 117Q: 3 clusters Score -1057154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1057176.000000 Penalty: 3069.450684
	Iteration 118Q: 3 clusters Score -1057176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1057195.750000 Penalty: 3069.450684
	Iteration 119Q: 3 clusters Score -1057196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1057222.500000 Penalty: 3069.450684
	Iteration 120F: 3 clusters Score -1057222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1057256.875000 Penalty: 3069.450684
	Iteration 121Q: 3 clusters Score -1057257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1057297.000000 Penalty: 3069.450684
	Iteration 122Q: 3 clusters Score -1057297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1057349.750000 Penalty: 3069.450684
	Iteration 123Q: 3 clusters Score -1057350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1057393.250000 Penalty: 3069.450684
	Iteration 124Q: 3 clusters Score -1057393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1057431.000000 Penalty: 3069.450684
	Iteration 125Q: 3 clusters Score -1057431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1057461.125000 Penalty: 3069.450684
	Iteration 126Q: 3 clusters Score -1057461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1057478.750000 Penalty: 3069.450684
	Iteration 127Q: 3 clusters Score -1057479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1057491.000000 Penalty: 3069.450684
	Iteration 128Q: 3 clusters Score -1057491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1057498.500000 Penalty: 3069.450684
	Iteration 129Q: 3 clusters Score -1057498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1057502.500000 Penalty: 3069.450684
	Iteration 130Q: 3 clusters Score -1057502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1057506.125000 Penalty: 3069.450684
	Iteration 131Q: 3 clusters Score -1057506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1057508.750000 Penalty: 3069.450684
	Iteration 132Q: 3 clusters Score -1057509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1057511.000000 Penalty: 3069.450684
	Iteration 133Q: 3 clusters Score -1057511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1057513.750000 Penalty: 3069.450684
	Iteration 134Q: 3 clusters Score -1057514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1057513.875000 Penalty: 3069.450684
	Iteration 135Q: 3 clusters Score -1057514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1057515.875000 Penalty: 3069.450684
	Iteration 136Q: 3 clusters Score -1057516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1057517.875000 Penalty: 3069.450684
	Iteration 137Q: 3 clusters Score -1057518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1057518.000000 Penalty: 3069.450684
	Iteration 138Q: 3 clusters Score -1057518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057520.125000 Penalty: 3069.450684
	Iteration 139Q: 3 clusters Score -1057520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057523.875000 Penalty: 3069.450684
	Iteration 140F: 3 clusters Score -1057524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057523.625000 Penalty: 3069.450684
	Iteration 141Q: 3 clusters Score -1057524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1057524.375000 Penalty: 3069.450684
	Iteration 142Q: 3 clusters Score -1057524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057525.875000 Penalty: 3069.450684
	Iteration 143Q: 3 clusters Score -1057526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057525.875000 Penalty: 3069.450684
	Iteration 144Q: 3 clusters Score -1057526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1057525.875000 Penalty: 3069.450684
	Iteration 145F: 3 clusters Score -1057526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Entering Unmasked Estep 
Score: -1519003.250000 Penalty: 1589.519653
	Iteration 0F: 2 clusters Score -1519003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1506846.750000 Penalty: 3179.039307
	Iteration 0F: 3 clusters Score -1506847 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1511088.625000 Penalty: 3179.039307
	Iteration 1F: 3 clusters Score -1511089 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1511443.500000 Penalty: 3179.039307
	Iteration 2F: 3 clusters Score -1511444 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1511780.000000 Penalty: 3179.039307
	Iteration 3Q: 3 clusters Score -1511780 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1512078.625000 Penalty: 3179.039307
	Iteration 4Q: 3 clusters Score -1512079 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1512402.625000 Penalty: 3179.039307
	Iteration 5Q: 3 clusters Score -1512403 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1512797.750000 Penalty: 3179.039307
	Iteration 6Q: 3 clusters Score -1512798 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1513233.375000 Penalty: 3179.039307
	Iteration 7Q: 3 clusters Score -1513233 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1513690.750000 Penalty: 3179.039307
	Iteration 8Q: 3 clusters Score -1513691 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1514161.750000 Penalty: 3179.039307
	Iteration 9Q: 3 clusters Score -1514162 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1514655.125000 Penalty: 3179.039307
	Iteration 10Q: 3 clusters Score -1514655 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1515125.750000 Penalty: 3179.039307
	Iteration 11Q: 3 clusters Score -1515126 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1515619.750000 Penalty: 3179.039307
	Iteration 12Q: 3 clusters Score -1515620 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1516063.375000 Penalty: 3179.039307
	Iteration 13Q: 3 clusters Score -1516063 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1516442.000000 Penalty: 3179.039307
	Iteration 14Q: 3 clusters Score -1516442 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1516782.375000 Penalty: 3179.039307
	Iteration 15Q: 3 clusters Score -1516782 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1517095.250000 Penalty: 3179.039307
	Iteration 16Q: 3 clusters Score -1517095 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1517339.750000 Penalty: 3179.039307
	Iteration 17Q: 3 clusters Score -1517340 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1517521.500000 Penalty: 3179.039307
	Iteration 18Q: 3 clusters Score -1517522 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1517650.875000 Penalty: 3179.039307
	Iteration 19Q: 3 clusters Score -1517651 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1517728.125000 Penalty: 3179.039307
	Iteration 20F: 3 clusters Score -1517728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1517786.875000 Penalty: 3179.039307
	Iteration 21Q: 3 clusters Score -1517787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1517832.750000 Penalty: 3179.039307
	Iteration 22Q: 3 clusters Score -1517833 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1517870.375000 Penalty: 3179.039307
	Iteration 23Q: 3 clusters Score -1517870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1517892.875000 Penalty: 3179.039307
	Iteration 24Q: 3 clusters Score -1517893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1517911.625000 Penalty: 3179.039307
	Iteration 25Q: 3 clusters Score -1517912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1517932.125000 Penalty: 3179.039307
	Iteration 26Q: 3 clusters Score -1517932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1517953.875000 Penalty: 3179.039307
	Iteration 27Q: 3 clusters Score -1517954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1517969.375000 Penalty: 3179.039307
	Iteration 28Q: 3 clusters Score -1517969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1517984.250000 Penalty: 3179.039307
	Iteration 29Q: 3 clusters Score -1517984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1517995.750000 Penalty: 3179.039307
	Iteration 30Q: 3 clusters Score -1517996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1518007.750000 Penalty: 3179.039307
	Iteration 31Q: 3 clusters Score -1518008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1518014.625000 Penalty: 3179.039307
	Iteration 32Q: 3 clusters Score -1518015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1518026.375000 Penalty: 3179.039307
	Iteration 33Q: 3 clusters Score -1518026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1518041.625000 Penalty: 3179.039307
	Iteration 34Q: 3 clusters Score -1518042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1518042.250000 Penalty: 3179.039307
	Iteration 35Q: 3 clusters Score -1518042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1518048.875000 Penalty: 3179.039307
	Iteration 36Q: 3 clusters Score -1518049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1518052.500000 Penalty: 3179.039307
	Iteration 37Q: 3 clusters Score -1518052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1518058.500000 Penalty: 3179.039307
	Iteration 38Q: 3 clusters Score -1518058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1518058.500000 Penalty: 3179.039307
	Iteration 39Q: 3 clusters Score -1518058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1518061.125000 Penalty: 3179.039307
	Iteration 40F: 3 clusters Score -1518061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1518061.125000 Penalty: 3179.039307
	Iteration 41Q: 3 clusters Score -1518061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1518063.000000 Penalty: 3179.039307
	Iteration 42Q: 3 clusters Score -1518063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1518059.750000 Penalty: 3179.039307
	Iteration 43Q: 3 clusters Score -1518060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1518064.750000 Penalty: 3179.039307
	Iteration 44Q: 3 clusters Score -1518065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1518065.000000 Penalty: 3179.039307
	Iteration 45Q: 3 clusters Score -1518065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1518064.125000 Penalty: 3179.039307
	Iteration 46Q: 3 clusters Score -1518064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1518066.750000 Penalty: 3179.039307
	Iteration 47Q: 3 clusters Score -1518067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1518066.750000 Penalty: 3179.039307
	Iteration 48Q: 3 clusters Score -1518067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1518066.500000 Penalty: 3179.039307
	Iteration 49Q: 3 clusters Score -1518066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1518068.125000 Penalty: 3179.039307
	Iteration 50Q: 3 clusters Score -1518068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1518073.250000 Penalty: 3179.039307
	Iteration 51Q: 3 clusters Score -1518073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1518070.500000 Penalty: 3179.039307
	Iteration 52Q: 3 clusters Score -1518070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1518070.375000 Penalty: 3179.039307
	Iteration 53Q: 3 clusters Score -1518070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1518072.125000 Penalty: 3179.039307
	Iteration 54Q: 3 clusters Score -1518072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1518071.500000 Penalty: 3179.039307
	Iteration 55Q: 3 clusters Score -1518072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1518071.500000 Penalty: 3179.039307
	Iteration 56F: 3 clusters Score -1518072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -1161526.375000 Penalty: 1558.076050
	Iteration 0F: 2 clusters Score -1161526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1151450.250000 Penalty: 3116.152100
	Iteration 0F: 3 clusters Score -1151450 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1155146.125000 Penalty: 3116.152100
	Iteration 1F: 3 clusters Score -1155146 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1155626.375000 Penalty: 3116.152100
	Iteration 2F: 3 clusters Score -1155626 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1156126.125000 Penalty: 3116.152100
	Iteration 3F: 3 clusters Score -1156126 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1156542.875000 Penalty: 3116.152100
	Iteration 4F: 3 clusters Score -1156543 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1156917.250000 Penalty: 3116.152100
	Iteration 5Q: 3 clusters Score -1156917 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1157239.375000 Penalty: 3116.152100
	Iteration 6Q: 3 clusters Score -1157239 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1157532.250000 Penalty: 3116.152100
	Iteration 7Q: 3 clusters Score -1157532 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1157796.500000 Penalty: 3116.152100
	Iteration 8Q: 3 clusters Score -1157796 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1158031.875000 Penalty: 3116.152100
	Iteration 9Q: 3 clusters Score -1158032 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1158217.750000 Penalty: 3116.152100
	Iteration 10Q: 3 clusters Score -1158218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1158423.625000 Penalty: 3116.152100
	Iteration 11Q: 3 clusters Score -1158424 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1158649.500000 Penalty: 3116.152100
	Iteration 12Q: 3 clusters Score -1158650 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1158870.875000 Penalty: 3116.152100
	Iteration 13Q: 3 clusters Score -1158871 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1159055.000000 Penalty: 3116.152100
	Iteration 14Q: 3 clusters Score -1159055 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1159233.250000 Penalty: 3116.152100
	Iteration 15Q: 3 clusters Score -1159233 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1159400.875000 Penalty: 3116.152100
	Iteration 16Q: 3 clusters Score -1159401 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1159535.750000 Penalty: 3116.152100
	Iteration 17Q: 3 clusters Score -1159536 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1159643.250000 Penalty: 3116.152100
	Iteration 18Q: 3 clusters Score -1159643 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1159740.125000 Penalty: 3116.152100
	Iteration 19Q: 3 clusters Score -1159740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1159830.000000 Penalty: 3116.152100
	Iteration 20F: 3 clusters Score -1159830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1159909.250000 Penalty: 3116.152100
	Iteration 21Q: 3 clusters Score -1159909 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1159979.375000 Penalty: 3116.152100
	Iteration 22Q: 3 clusters Score -1159979 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1160045.500000 Penalty: 3116.152100
	Iteration 23Q: 3 clusters Score -1160046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1160098.250000 Penalty: 3116.152100
	Iteration 24Q: 3 clusters Score -1160098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1160140.625000 Penalty: 3116.152100
	Iteration 25Q: 3 clusters Score -1160141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1160172.250000 Penalty: 3116.152100
	Iteration 26Q: 3 clusters Score -1160172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1160197.125000 Penalty: 3116.152100
	Iteration 27Q: 3 clusters Score -1160197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1160220.875000 Penalty: 3116.152100
	Iteration 28Q: 3 clusters Score -1160221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1160248.125000 Penalty: 3116.152100
	Iteration 29Q: 3 clusters Score -1160248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1160258.875000 Penalty: 3116.152100
	Iteration 30Q: 3 clusters Score -1160259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1160269.500000 Penalty: 3116.152100
	Iteration 31Q: 3 clusters Score -1160270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1160283.250000 Penalty: 3116.152100
	Iteration 32Q: 3 clusters Score -1160283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1160294.625000 Penalty: 3116.152100
	Iteration 33Q: 3 clusters Score -1160295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1160301.750000 Penalty: 3116.152100
	Iteration 34Q: 3 clusters Score -1160302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1160314.000000 Penalty: 3116.152100
	Iteration 35Q: 3 clusters Score -1160314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1160320.625000 Penalty: 3116.152100
	Iteration 36Q: 3 clusters Score -1160321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1160328.000000 Penalty: 3116.152100
	Iteration 37Q: 3 clusters Score -1160328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1160338.750000 Penalty: 3116.152100
	Iteration 38Q: 3 clusters Score -1160339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1160343.500000 Penalty: 3116.152100
	Iteration 39Q: 3 clusters Score -1160344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1160351.875000 Penalty: 3116.152100
	Iteration 40F: 3 clusters Score -1160352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1160356.000000 Penalty: 3116.152100
	Iteration 41Q: 3 clusters Score -1160356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1160363.000000 Penalty: 3116.152100
	Iteration 42Q: 3 clusters Score -1160363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1160372.625000 Penalty: 3116.152100
	Iteration 43Q: 3 clusters Score -1160373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1160389.250000 Penalty: 3116.152100
	Iteration 44Q: 3 clusters Score -1160389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1160398.250000 Penalty: 3116.152100
	Iteration 45Q: 3 clusters Score -1160398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1160409.750000 Penalty: 3116.152100
	Iteration 46Q: 3 clusters Score -1160410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1160422.375000 Penalty: 3116.152100
	Iteration 47Q: 3 clusters Score -1160422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1160436.125000 Penalty: 3116.152100
	Iteration 48Q: 3 clusters Score -1160436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1160447.625000 Penalty: 3116.152100
	Iteration 49Q: 3 clusters Score -1160448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1160456.750000 Penalty: 3116.152100
	Iteration 50Q: 3 clusters Score -1160457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1160476.125000 Penalty: 3116.152100
	Iteration 51Q: 3 clusters Score -1160476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1160502.250000 Penalty: 3116.152100
	Iteration 52Q: 3 clusters Score -1160502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1160524.500000 Penalty: 3116.152100
	Iteration 53Q: 3 clusters Score -1160524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1160539.375000 Penalty: 3116.152100
	Iteration 54Q: 3 clusters Score -1160539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1160558.500000 Penalty: 3116.152100
	Iteration 55Q: 3 clusters Score -1160558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1160578.375000 Penalty: 3116.152100
	Iteration 56Q: 3 clusters Score -1160578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1160597.000000 Penalty: 3116.152100
	Iteration 57Q: 3 clusters Score -1160597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1160616.625000 Penalty: 3116.152100
	Iteration 58Q: 3 clusters Score -1160617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1160631.250000 Penalty: 3116.152100
	Iteration 59Q: 3 clusters Score -1160631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1160646.625000 Penalty: 3116.152100
	Iteration 60F: 3 clusters Score -1160647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1160658.125000 Penalty: 3116.152100
	Iteration 61Q: 3 clusters Score -1160658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1160669.625000 Penalty: 3116.152100
	Iteration 62Q: 3 clusters Score -1160670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1160685.500000 Penalty: 3116.152100
	Iteration 63Q: 3 clusters Score -1160686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1160695.125000 Penalty: 3116.152100
	Iteration 64Q: 3 clusters Score -1160695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1160705.875000 Penalty: 3116.152100
	Iteration 65Q: 3 clusters Score -1160706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1160710.375000 Penalty: 3116.152100
	Iteration 66Q: 3 clusters Score -1160710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1160713.250000 Penalty: 3116.152100
	Iteration 67Q: 3 clusters Score -1160713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1160717.250000 Penalty: 3116.152100
	Iteration 68Q: 3 clusters Score -1160717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1160718.750000 Penalty: 3116.152100
	Iteration 69Q: 3 clusters Score -1160719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1160720.750000 Penalty: 3116.152100
	Iteration 70Q: 3 clusters Score -1160721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1160725.375000 Penalty: 3116.152100
	Iteration 71Q: 3 clusters Score -1160725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1160729.500000 Penalty: 3116.152100
	Iteration 72Q: 3 clusters Score -1160730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1160732.750000 Penalty: 3116.152100
	Iteration 73Q: 3 clusters Score -1160733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1160734.250000 Penalty: 3116.152100
	Iteration 74Q: 3 clusters Score -1160734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1160736.625000 Penalty: 3116.152100
	Iteration 75Q: 3 clusters Score -1160737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1160738.375000 Penalty: 3116.152100
	Iteration 76Q: 3 clusters Score -1160738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1160738.375000 Penalty: 3116.152100
	Iteration 77F: 3 clusters Score -1160738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -659335.937500 Penalty: 1461.391602
	Iteration 0F: 2 clusters Score -659335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -653443.687500 Penalty: 2922.783203
	Iteration 0F: 3 clusters Score -653443.7 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -655834.312500 Penalty: 2922.783203
	Iteration 1F: 3 clusters Score -655834.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -657102.750000 Penalty: 2922.783203
	Iteration 2F: 3 clusters Score -657102.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -658145.062500 Penalty: 2922.783203
	Iteration 3F: 3 clusters Score -658145.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -658987.187500 Penalty: 2922.783203
	Iteration 4F: 3 clusters Score -658987.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -659651.125000 Penalty: 2922.783203
	Iteration 5F: 3 clusters Score -659651.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -660054.250000 Penalty: 2922.783203
	Iteration 6F: 3 clusters Score -660054.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -660314.000000 Penalty: 2922.783203
	Iteration 7Q: 3 clusters Score -660314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -660507.187500 Penalty: 2922.783203
	Iteration 8Q: 3 clusters Score -660507.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -660630.687500 Penalty: 2922.783203
	Iteration 9Q: 3 clusters Score -660630.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -660726.937500 Penalty: 2922.783203
	Iteration 10Q: 3 clusters Score -660726.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -660789.062500 Penalty: 2922.783203
	Iteration 11Q: 3 clusters Score -660789.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -660837.625000 Penalty: 2922.783203
	Iteration 12Q: 3 clusters Score -660837.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -660874.562500 Penalty: 2922.783203
	Iteration 13Q: 3 clusters Score -660874.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -660898.625000 Penalty: 2922.783203
	Iteration 14Q: 3 clusters Score -660898.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -660918.875000 Penalty: 2922.783203
	Iteration 15Q: 3 clusters Score -660918.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -660930.750000 Penalty: 2922.783203
	Iteration 16Q: 3 clusters Score -660930.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -660938.250000 Penalty: 2922.783203
	Iteration 17Q: 3 clusters Score -660938.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -660943.375000 Penalty: 2922.783203
	Iteration 18Q: 3 clusters Score -660943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -660946.250000 Penalty: 2922.783203
	Iteration 19Q: 3 clusters Score -660946.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -660953.250000 Penalty: 2922.783203
	Iteration 20F: 3 clusters Score -660953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -660956.312500 Penalty: 2922.783203
	Iteration 21Q: 3 clusters Score -660956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -660958.812500 Penalty: 2922.783203
	Iteration 22Q: 3 clusters Score -660958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -660958.875000 Penalty: 2922.783203
	Iteration 23Q: 3 clusters Score -660958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -660964.937500 Penalty: 2922.783203
	Iteration 24Q: 3 clusters Score -660964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -660967.312500 Penalty: 2922.783203
	Iteration 25Q: 3 clusters Score -660967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -660969.812500 Penalty: 2922.783203
	Iteration 26Q: 3 clusters Score -660969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -660974.750000 Penalty: 2922.783203
	Iteration 27Q: 3 clusters Score -660974.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -660980.812500 Penalty: 2922.783203
	Iteration 28Q: 3 clusters Score -660980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -660988.125000 Penalty: 2922.783203
	Iteration 29Q: 3 clusters Score -660988.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -660995.250000 Penalty: 2922.783203
	Iteration 30Q: 3 clusters Score -660995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -660996.875000 Penalty: 2922.783203
	Iteration 31Q: 3 clusters Score -660996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -661002.500000 Penalty: 2922.783203
	Iteration 32Q: 3 clusters Score -661002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -661010.625000 Penalty: 2922.783203
	Iteration 33Q: 3 clusters Score -661010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -661013.250000 Penalty: 2922.783203
	Iteration 34Q: 3 clusters Score -661013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -661018.812500 Penalty: 2922.783203
	Iteration 35Q: 3 clusters Score -661018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -661025.000000 Penalty: 2922.783203
	Iteration 36Q: 3 clusters Score -661025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -661031.687500 Penalty: 2922.783203
	Iteration 37Q: 3 clusters Score -661031.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -661038.375000 Penalty: 2922.783203
	Iteration 38Q: 3 clusters Score -661038.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -661051.000000 Penalty: 2922.783203
	Iteration 39Q: 3 clusters Score -661051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -661078.312500 Penalty: 2922.783203
	Iteration 40F: 3 clusters Score -661078.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -661090.875000 Penalty: 2922.783203
	Iteration 41Q: 3 clusters Score -661090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -661098.000000 Penalty: 2922.783203
	Iteration 42Q: 3 clusters Score -661098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -661100.625000 Penalty: 2922.783203
	Iteration 43Q: 3 clusters Score -661100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -661102.000000 Penalty: 2922.783203
	Iteration 44Q: 3 clusters Score -661102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -661103.437500 Penalty: 2922.783203
	Iteration 45Q: 3 clusters Score -661103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -661103.437500 Penalty: 2922.783203
	Iteration 46F: 3 clusters Score -661103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 6938 members 
Entering Unmasked Estep 
Score: -54412724.000000 Penalty: 60951.093750
Splitting cluster 11 changes total score from -54411864.000000 to -54412724.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -244458.765625 Penalty: 1326.825317
	Iteration 0F: 2 clusters Score -244458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -241462.046875 Penalty: 2653.650635
	Iteration 0F: 3 clusters Score -241462 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -242557.765625 Penalty: 2653.650635
	Iteration 1F: 3 clusters Score -242557.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -242944.437500 Penalty: 2653.650635
	Iteration 2F: 3 clusters Score -242944.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -243276.453125 Penalty: 2653.650635
	Iteration 3F: 3 clusters Score -243276.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -243565.906250 Penalty: 2653.650635
	Iteration 4F: 3 clusters Score -243565.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -243824.812500 Penalty: 2653.650635
	Iteration 5F: 3 clusters Score -243824.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -243979.156250 Penalty: 2653.650635
	Iteration 6Q: 3 clusters Score -243979.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244097.828125 Penalty: 2653.650635
	Iteration 7Q: 3 clusters Score -244097.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -244183.171875 Penalty: 2653.650635
	Iteration 8Q: 3 clusters Score -244183.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -244258.015625 Penalty: 2653.650635
	Iteration 9Q: 3 clusters Score -244258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -244316.937500 Penalty: 2653.650635
	Iteration 10Q: 3 clusters Score -244316.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -244348.390625 Penalty: 2653.650635
	Iteration 11Q: 3 clusters Score -244348.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -244373.390625 Penalty: 2653.650635
	Iteration 12Q: 3 clusters Score -244373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244392.765625 Penalty: 2653.650635
	Iteration 13Q: 3 clusters Score -244392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -244407.906250 Penalty: 2653.650635
	Iteration 14Q: 3 clusters Score -244407.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -244421.781250 Penalty: 2653.650635
	Iteration 15Q: 3 clusters Score -244421.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -244433.625000 Penalty: 2653.650635
	Iteration 16Q: 3 clusters Score -244433.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -244444.156250 Penalty: 2653.650635
	Iteration 17Q: 3 clusters Score -244444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -244456.187500 Penalty: 2653.650635
	Iteration 18Q: 3 clusters Score -244456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -244467.906250 Penalty: 2653.650635
	Iteration 19Q: 3 clusters Score -244467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244479.125000 Penalty: 2653.650635
	Iteration 20F: 3 clusters Score -244479.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -244497.281250 Penalty: 2653.650635
	Iteration 21Q: 3 clusters Score -244497.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -244508.296875 Penalty: 2653.650635
	Iteration 22Q: 3 clusters Score -244508.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -244518.578125 Penalty: 2653.650635
	Iteration 23Q: 3 clusters Score -244518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244524.937500 Penalty: 2653.650635
	Iteration 24Q: 3 clusters Score -244524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -244530.718750 Penalty: 2653.650635
	Iteration 25Q: 3 clusters Score -244530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -244536.796875 Penalty: 2653.650635
	Iteration 26Q: 3 clusters Score -244536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244542.359375 Penalty: 2653.650635
	Iteration 27Q: 3 clusters Score -244542.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244552.093750 Penalty: 2653.650635
	Iteration 28Q: 3 clusters Score -244552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244557.812500 Penalty: 2653.650635
	Iteration 29Q: 3 clusters Score -244557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -244567.890625 Penalty: 2653.650635
	Iteration 30Q: 3 clusters Score -244567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -244574.796875 Penalty: 2653.650635
	Iteration 31Q: 3 clusters Score -244574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -244582.421875 Penalty: 2653.650635
	Iteration 32Q: 3 clusters Score -244582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -244592.250000 Penalty: 2653.650635
	Iteration 33Q: 3 clusters Score -244592.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244604.703125 Penalty: 2653.650635
	Iteration 34Q: 3 clusters Score -244604.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -244612.781250 Penalty: 2653.650635
	Iteration 35Q: 3 clusters Score -244612.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244620.640625 Penalty: 2653.650635
	Iteration 36Q: 3 clusters Score -244620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244630.171875 Penalty: 2653.650635
	Iteration 37Q: 3 clusters Score -244630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244639.062500 Penalty: 2653.650635
	Iteration 38Q: 3 clusters Score -244639.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -244647.046875 Penalty: 2653.650635
	Iteration 39Q: 3 clusters Score -244647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -244649.000000 Penalty: 2653.650635
	Iteration 40F: 3 clusters Score -244649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -244649.078125 Penalty: 2653.650635
	Iteration 41Q: 3 clusters Score -244649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -244649.078125 Penalty: 2653.650635
	Iteration 42F: 3 clusters Score -244649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 3158 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1182 members 
Entering Unmasked Estep 
Score: -54412136.000000 Penalty: 63127.917969
Splitting cluster 12 changes total score from -54411864.000000 to -54412136.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (11395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Entering Unmasked Estep 
Score: -958861.000000 Penalty: 1517.901123
	Iteration 0F: 2 clusters Score -958861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -950748.062500 Penalty: 3035.802246
	Iteration 0F: 3 clusters Score -950748.1 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -953686.562500 Penalty: 3035.802246
	Iteration 1F: 3 clusters Score -953686.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -954207.437500 Penalty: 3035.802246
	Iteration 2F: 3 clusters Score -954207.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -954768.187500 Penalty: 3035.802246
	Iteration 3F: 3 clusters Score -954768.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -955330.437500 Penalty: 3035.802246
	Iteration 4F: 3 clusters Score -955330.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -955895.812500 Penalty: 3035.802246
	Iteration 5F: 3 clusters Score -955895.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -956321.187500 Penalty: 3035.802246
	Iteration 6F: 3 clusters Score -956321.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -956685.687500 Penalty: 3035.802246
	Iteration 7Q: 3 clusters Score -956685.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -956940.312500 Penalty: 3035.802246
	Iteration 8Q: 3 clusters Score -956940.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -957175.312500 Penalty: 3035.802246
	Iteration 9Q: 3 clusters Score -957175.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -957354.625000 Penalty: 3035.802246
	Iteration 10Q: 3 clusters Score -957354.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -957483.875000 Penalty: 3035.802246
	Iteration 11Q: 3 clusters Score -957483.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -957594.875000 Penalty: 3035.802246
	Iteration 12Q: 3 clusters Score -957594.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -957725.625000 Penalty: 3035.802246
	Iteration 13Q: 3 clusters Score -957725.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -957873.562500 Penalty: 3035.802246
	Iteration 14Q: 3 clusters Score -957873.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -957977.375000 Penalty: 3035.802246
	Iteration 15Q: 3 clusters Score -957977.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -958041.062500 Penalty: 3035.802246
	Iteration 16Q: 3 clusters Score -958041.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -958091.562500 Penalty: 3035.802246
	Iteration 17Q: 3 clusters Score -958091.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -958119.875000 Penalty: 3035.802246
	Iteration 18Q: 3 clusters Score -958119.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -958137.312500 Penalty: 3035.802246
	Iteration 19Q: 3 clusters Score -958137.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -958150.562500 Penalty: 3035.802246
	Iteration 20F: 3 clusters Score -958150.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -958155.562500 Penalty: 3035.802246
	Iteration 21Q: 3 clusters Score -958155.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -958166.562500 Penalty: 3035.802246
	Iteration 22Q: 3 clusters Score -958166.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -958172.687500 Penalty: 3035.802246
	Iteration 23Q: 3 clusters Score -958172.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -958177.500000 Penalty: 3035.802246
	Iteration 24Q: 3 clusters Score -958177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -958180.125000 Penalty: 3035.802246
	Iteration 25Q: 3 clusters Score -958180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -958178.750000 Penalty: 3035.802246
	Iteration 26Q: 3 clusters Score -958178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -958180.312500 Penalty: 3035.802246
	Iteration 27Q: 3 clusters Score -958180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -958178.750000 Penalty: 3035.802246
	Iteration 28Q: 3 clusters Score -958178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -958182.125000 Penalty: 3035.802246
	Iteration 29Q: 3 clusters Score -958182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -958182.125000 Penalty: 3035.802246
	Iteration 30Q: 3 clusters Score -958182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -958183.250000 Penalty: 3035.802246
	Iteration 31Q: 3 clusters Score -958183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -958183.250000 Penalty: 3035.802246
	Iteration 32F: 3 clusters Score -958183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Entering Unmasked Estep 
Score: -893738.875000 Penalty: 1511.353760
	Iteration 0F: 2 clusters Score -893738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -885975.687500 Penalty: 3022.707520
	Iteration 0F: 3 clusters Score -885975.7 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -888717.125000 Penalty: 3022.707520
	Iteration 1F: 3 clusters Score -888717.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -889184.000000 Penalty: 3022.707520
	Iteration 2F: 3 clusters Score -889184 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -889680.687500 Penalty: 3022.707520
	Iteration 3F: 3 clusters Score -889680.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -890186.250000 Penalty: 3022.707520
	Iteration 4F: 3 clusters Score -890186.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -890698.062500 Penalty: 3022.707520
	Iteration 5F: 3 clusters Score -890698.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -891178.750000 Penalty: 3022.707520
	Iteration 6F: 3 clusters Score -891178.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -891590.312500 Penalty: 3022.707520
	Iteration 7F: 3 clusters Score -891590.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -891905.750000 Penalty: 3022.707520
	Iteration 8Q: 3 clusters Score -891905.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -892124.187500 Penalty: 3022.707520
	Iteration 9Q: 3 clusters Score -892124.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -892288.187500 Penalty: 3022.707520
	Iteration 10Q: 3 clusters Score -892288.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -892424.687500 Penalty: 3022.707520
	Iteration 11Q: 3 clusters Score -892424.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -892529.812500 Penalty: 3022.707520
	Iteration 12Q: 3 clusters Score -892529.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -892592.500000 Penalty: 3022.707520
	Iteration 13Q: 3 clusters Score -892592.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -892646.562500 Penalty: 3022.707520
	Iteration 14Q: 3 clusters Score -892646.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -892695.437500 Penalty: 3022.707520
	Iteration 15Q: 3 clusters Score -892695.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -892736.125000 Penalty: 3022.707520
	Iteration 16Q: 3 clusters Score -892736.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -892766.125000 Penalty: 3022.707520
	Iteration 17Q: 3 clusters Score -892766.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -892788.562500 Penalty: 3022.707520
	Iteration 18Q: 3 clusters Score -892788.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -892806.437500 Penalty: 3022.707520
	Iteration 19Q: 3 clusters Score -892806.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -892823.062500 Penalty: 3022.707520
	Iteration 20F: 3 clusters Score -892823.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -892831.750000 Penalty: 3022.707520
	Iteration 21Q: 3 clusters Score -892831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -892840.562500 Penalty: 3022.707520
	Iteration 22Q: 3 clusters Score -892840.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -892844.937500 Penalty: 3022.707520
	Iteration 23Q: 3 clusters Score -892844.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -892855.437500 Penalty: 3022.707520
	Iteration 24Q: 3 clusters Score -892855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -892861.375000 Penalty: 3022.707520
	Iteration 25Q: 3 clusters Score -892861.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -892866.312500 Penalty: 3022.707520
	Iteration 26Q: 3 clusters Score -892866.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -892875.187500 Penalty: 3022.707520
	Iteration 27Q: 3 clusters Score -892875.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -892881.750000 Penalty: 3022.707520
	Iteration 28Q: 3 clusters Score -892881.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -892892.750000 Penalty: 3022.707520
	Iteration 29Q: 3 clusters Score -892892.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -892899.625000 Penalty: 3022.707520
	Iteration 30Q: 3 clusters Score -892899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -892903.562500 Penalty: 3022.707520
	Iteration 31Q: 3 clusters Score -892903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -892910.250000 Penalty: 3022.707520
	Iteration 32Q: 3 clusters Score -892910.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -892915.312500 Penalty: 3022.707520
	Iteration 33Q: 3 clusters Score -892915.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -892920.750000 Penalty: 3022.707520
	Iteration 34Q: 3 clusters Score -892920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -892922.875000 Penalty: 3022.707520
	Iteration 35Q: 3 clusters Score -892922.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -892928.812500 Penalty: 3022.707520
	Iteration 36Q: 3 clusters Score -892928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -892930.125000 Penalty: 3022.707520
	Iteration 37Q: 3 clusters Score -892930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -892931.687500 Penalty: 3022.707520
	Iteration 38Q: 3 clusters Score -892931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -892935.750000 Penalty: 3022.707520
	Iteration 39Q: 3 clusters Score -892935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -892936.500000 Penalty: 3022.707520
	Iteration 40F: 3 clusters Score -892936.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -892938.062500 Penalty: 3022.707520
	Iteration 41Q: 3 clusters Score -892938.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -892941.125000 Penalty: 3022.707520
	Iteration 42Q: 3 clusters Score -892941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -892943.437500 Penalty: 3022.707520
	Iteration 43Q: 3 clusters Score -892943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -892944.562500 Penalty: 3022.707520
	Iteration 44Q: 3 clusters Score -892944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -892945.000000 Penalty: 3022.707520
	Iteration 45Q: 3 clusters Score -892945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -892947.125000 Penalty: 3022.707520
	Iteration 46Q: 3 clusters Score -892947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -892946.312500 Penalty: 3022.707520
	Iteration 47Q: 3 clusters Score -892946.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -892947.812500 Penalty: 3022.707520
	Iteration 48Q: 3 clusters Score -892947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -892948.312500 Penalty: 3022.707520
	Iteration 49Q: 3 clusters Score -892948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -892952.125000 Penalty: 3022.707520
	Iteration 50Q: 3 clusters Score -892952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -892953.437500 Penalty: 3022.707520
	Iteration 51Q: 3 clusters Score -892953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -892953.437500 Penalty: 3022.707520
	Iteration 52Q: 3 clusters Score -892953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -892953.375000 Penalty: 3022.707520
	Iteration 53Q: 3 clusters Score -892953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -892956.625000 Penalty: 3022.707520
	Iteration 54Q: 3 clusters Score -892956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -892955.812500 Penalty: 3022.707520
	Iteration 55Q: 3 clusters Score -892955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -892956.187500 Penalty: 3022.707520
	Iteration 56Q: 3 clusters Score -892956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -892956.937500 Penalty: 3022.707520
	Iteration 57Q: 3 clusters Score -892956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -892958.750000 Penalty: 3022.707520
	Iteration 58Q: 3 clusters Score -892958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -892958.812500 Penalty: 3022.707520
	Iteration 59Q: 3 clusters Score -892958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -892958.125000 Penalty: 3022.707520
	Iteration 60F: 3 clusters Score -892958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -892959.312500 Penalty: 3022.707520
	Iteration 61Q: 3 clusters Score -892959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -892957.687500 Penalty: 3022.707520
	Iteration 62Q: 3 clusters Score -892957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -892957.687500 Penalty: 3022.707520
	Iteration 63Q: 3 clusters Score -892957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -892957.125000 Penalty: 3022.707520
	Iteration 64Q: 3 clusters Score -892957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -892957.125000 Penalty: 3022.707520
	Iteration 65F: 3 clusters Score -892957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -514025.937500 Penalty: 1418.973267
	Iteration 0F: 2 clusters Score -514025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -509379.937500 Penalty: 2837.946533
	Iteration 0F: 3 clusters Score -509379.9 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -510903.562500 Penalty: 2837.946533
	Iteration 1F: 3 clusters Score -510903.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -511484.312500 Penalty: 2837.946533
	Iteration 2F: 3 clusters Score -511484.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -512219.062500 Penalty: 2837.946533
	Iteration 3F: 3 clusters Score -512219.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -512963.250000 Penalty: 2837.946533
	Iteration 4F: 3 clusters Score -512963.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -513421.812500 Penalty: 2837.946533
	Iteration 5F: 3 clusters Score -513421.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -513628.343750 Penalty: 2837.946533
	Iteration 6Q: 3 clusters Score -513628.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -513723.187500 Penalty: 2837.946533
	Iteration 7Q: 3 clusters Score -513723.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -513762.125000 Penalty: 2837.946533
	Iteration 8Q: 3 clusters Score -513762.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -513785.125000 Penalty: 2837.946533
	Iteration 9Q: 3 clusters Score -513785.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -513799.593750 Penalty: 2837.946533
	Iteration 10Q: 3 clusters Score -513799.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -513811.000000 Penalty: 2837.946533
	Iteration 11Q: 3 clusters Score -513811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -513818.656250 Penalty: 2837.946533
	Iteration 12Q: 3 clusters Score -513818.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -513824.531250 Penalty: 2837.946533
	Iteration 13Q: 3 clusters Score -513824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -513829.906250 Penalty: 2837.946533
	Iteration 14Q: 3 clusters Score -513829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -513831.843750 Penalty: 2837.946533
	Iteration 15Q: 3 clusters Score -513831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -513832.156250 Penalty: 2837.946533
	Iteration 16Q: 3 clusters Score -513832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -513834.125000 Penalty: 2837.946533
	Iteration 17Q: 3 clusters Score -513834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -513835.562500 Penalty: 2837.946533
	Iteration 18Q: 3 clusters Score -513835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -513836.062500 Penalty: 2837.946533
	Iteration 19Q: 3 clusters Score -513836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -513835.718750 Penalty: 2837.946533
	Iteration 20F: 3 clusters Score -513835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -513836.125000 Penalty: 2837.946533
	Iteration 21Q: 3 clusters Score -513836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -513839.062500 Penalty: 2837.946533
	Iteration 22Q: 3 clusters Score -513839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -513838.312500 Penalty: 2837.946533
	Iteration 23Q: 3 clusters Score -513838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -513838.312500 Penalty: 2837.946533
	Iteration 24F: 3 clusters Score -513838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163109 members 
Entering Unmasked Estep 
Score: -14073065.000000 Penalty: 1950.353394
	Iteration 0F: 2 clusters Score -1.407306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -13963904.000000 Penalty: 3900.706787
	Iteration 0F: 3 clusters Score -1.39639e+07 nChanged 78736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -14011007.000000 Penalty: 3900.706787
	Iteration 1F: 3 clusters Score -1.401101e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -14013425.000000 Penalty: 3900.706787
	Iteration 2Q: 3 clusters Score -1.401342e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -14017786.000000 Penalty: 3900.706787
	Iteration 3F: 3 clusters Score -1.401779e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -14024181.000000 Penalty: 3900.706787
	Iteration 4F: 3 clusters Score -1.402418e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -14033184.000000 Penalty: 3900.706787
	Iteration 5F: 3 clusters Score -1.403318e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126819 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -14043351.000000 Penalty: 3900.706787
	Iteration 6F: 3 clusters Score -1.404335e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -14052491.000000 Penalty: 3900.706787
	Iteration 7F: 3 clusters Score -1.405249e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -14059959.000000 Penalty: 3900.706787
	Iteration 8F: 3 clusters Score -1.405996e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -14065295.000000 Penalty: 3900.706787
	Iteration 9Q: 3 clusters Score -1.40653e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -14068476.000000 Penalty: 3900.706787
	Iteration 10Q: 3 clusters Score -1.406848e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -14070382.000000 Penalty: 3900.706787
	Iteration 11Q: 3 clusters Score -1.407038e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158283 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -14071393.000000 Penalty: 3900.706787
	Iteration 12Q: 3 clusters Score -1.407139e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -14071947.000000 Penalty: 3900.706787
	Iteration 13Q: 3 clusters Score -1.407195e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159115 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -14072131.000000 Penalty: 3900.706787
	Iteration 14Q: 3 clusters Score -1.407213e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14072311.000000 Penalty: 3900.706787
	Iteration 15Q: 3 clusters Score -1.407231e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -14072394.000000 Penalty: 3900.706787
	Iteration 16Q: 3 clusters Score -1.407239e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -14072459.000000 Penalty: 3900.706787
	Iteration 17Q: 3 clusters Score -1.407246e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -14072491.000000 Penalty: 3900.706787
	Iteration 18Q: 3 clusters Score -1.407249e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -14072531.000000 Penalty: 3900.706787
	Iteration 19Q: 3 clusters Score -1.407253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -14072554.000000 Penalty: 3900.706787
	Iteration 20F: 3 clusters Score -1.407255e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -14072548.000000 Penalty: 3900.706787
	Iteration 21Q: 3 clusters Score -1.407255e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160165 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -14072588.000000 Penalty: 3900.706787
	Iteration 22Q: 3 clusters Score -1.407259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160213 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -14072613.000000 Penalty: 3900.706787
	Iteration 23Q: 3 clusters Score -1.407261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -14072600.000000 Penalty: 3900.706787
	Iteration 24Q: 3 clusters Score -1.40726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -14072602.000000 Penalty: 3900.706787
	Iteration 25Q: 3 clusters Score -1.40726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14072596.000000 Penalty: 3900.706787
	Iteration 26Q: 3 clusters Score -1.40726e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14072583.000000 Penalty: 3900.706787
	Iteration 27Q: 3 clusters Score -1.407258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160362 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -14072597.000000 Penalty: 3900.706787
	Iteration 28Q: 3 clusters Score -1.40726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14072590.000000 Penalty: 3900.706787
	Iteration 29Q: 3 clusters Score -1.407259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14072590.000000 Penalty: 3900.706787
	Iteration 30Q: 3 clusters Score -1.407259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -14072581.000000 Penalty: 3900.706787
	Iteration 31Q: 3 clusters Score -1.407258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160404 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -14072586.000000 Penalty: 3900.706787
	Iteration 32Q: 3 clusters Score -1.407259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -14072576.000000 Penalty: 3900.706787
	Iteration 33Q: 3 clusters Score -1.407258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -14072579.000000 Penalty: 3900.706787
	Iteration 34Q: 3 clusters Score -1.407258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -14072580.000000 Penalty: 3900.706787
	Iteration 35Q: 3 clusters Score -1.407258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160420 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -14072583.000000 Penalty: 3900.706787
	Iteration 36Q: 3 clusters Score -1.407258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -14072578.000000 Penalty: 3900.706787
	Iteration 37Q: 3 clusters Score -1.407258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -14072571.000000 Penalty: 3900.706787
	Iteration 38Q: 3 clusters Score -1.407257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14072575.000000 Penalty: 3900.706787
	Iteration 39Q: 3 clusters Score -1.407258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14072575.000000 Penalty: 3900.706787
	Iteration 40F: 3 clusters Score -1.407258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Entering Unmasked Estep 
Score: -1553007.625000 Penalty: 1592.970215
	Iteration 0F: 2 clusters Score -1553008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1540532.375000 Penalty: 3185.940430
	Iteration 0F: 3 clusters Score -1540532 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1545092.750000 Penalty: 3185.940430
	Iteration 1F: 3 clusters Score -1545093 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1545425.250000 Penalty: 3185.940430
	Iteration 2Q: 3 clusters Score -1545425 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1545788.875000 Penalty: 3185.940430
	Iteration 3Q: 3 clusters Score -1545789 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1546286.625000 Penalty: 3185.940430
	Iteration 4F: 3 clusters Score -1546287 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1547005.750000 Penalty: 3185.940430
	Iteration 5F: 3 clusters Score -1547006 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1547975.625000 Penalty: 3185.940430
	Iteration 6F: 3 clusters Score -1547976 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1549076.250000 Penalty: 3185.940430
	Iteration 7F: 3 clusters Score -1549076 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1550034.750000 Penalty: 3185.940430
	Iteration 8F: 3 clusters Score -1550035 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1550701.250000 Penalty: 3185.940430
	Iteration 9Q: 3 clusters Score -1550701 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1551112.875000 Penalty: 3185.940430
	Iteration 10Q: 3 clusters Score -1551113 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1551331.125000 Penalty: 3185.940430
	Iteration 11Q: 3 clusters Score -1551331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1551441.875000 Penalty: 3185.940430
	Iteration 12Q: 3 clusters Score -1551442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1551501.375000 Penalty: 3185.940430
	Iteration 13Q: 3 clusters Score -1551501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1551532.750000 Penalty: 3185.940430
	Iteration 14Q: 3 clusters Score -1551533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1551548.250000 Penalty: 3185.940430
	Iteration 15Q: 3 clusters Score -1551548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1551556.375000 Penalty: 3185.940430
	Iteration 16Q: 3 clusters Score -1551556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1551560.250000 Penalty: 3185.940430
	Iteration 17Q: 3 clusters Score -1551560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1551572.500000 Penalty: 3185.940430
	Iteration 18Q: 3 clusters Score -1551572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1551582.000000 Penalty: 3185.940430
	Iteration 19Q: 3 clusters Score -1551582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1551588.875000 Penalty: 3185.940430
	Iteration 20F: 3 clusters Score -1551589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1551598.875000 Penalty: 3185.940430
	Iteration 21Q: 3 clusters Score -1551599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1551608.750000 Penalty: 3185.940430
	Iteration 22Q: 3 clusters Score -1551609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1551615.375000 Penalty: 3185.940430
	Iteration 23Q: 3 clusters Score -1551615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1551619.500000 Penalty: 3185.940430
	Iteration 24Q: 3 clusters Score -1551620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1551623.125000 Penalty: 3185.940430
	Iteration 25Q: 3 clusters Score -1551623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1551626.750000 Penalty: 3185.940430
	Iteration 26Q: 3 clusters Score -1551627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1551626.750000 Penalty: 3185.940430
	Iteration 27F: 3 clusters Score -1551627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (204928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204928 members 
Entering Unmasked Estep 
Score: -17671190.000000 Penalty: 1987.442383
	Iteration 0F: 2 clusters Score -1.767119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -17533450.000000 Penalty: 3974.884766
	Iteration 0F: 3 clusters Score -1.753345e+07 nChanged 99437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -17594884.000000 Penalty: 3974.884766
	Iteration 1F: 3 clusters Score -1.759488e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 120361 members 
Entering Unmasked Estep 
Score: -17598550.000000 Penalty: 3974.884766
	Iteration 2Q: 3 clusters Score -1.759855e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -17605218.000000 Penalty: 3974.884766
	Iteration 3F: 3 clusters Score -1.760522e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -17615628.000000 Penalty: 3974.884766
	Iteration 4F: 3 clusters Score -1.761563e+07 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -17629620.000000 Penalty: 3974.884766
	Iteration 5F: 3 clusters Score -1.762962e+07 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 176027 members 
Entering Unmasked Estep 
Score: -17643998.000000 Penalty: 3974.884766
	Iteration 6F: 3 clusters Score -1.7644e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 188581 members 
Entering Unmasked Estep 
Score: -17655638.000000 Penalty: 3974.884766
	Iteration 7F: 3 clusters Score -1.765564e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 196805 members 
Entering Unmasked Estep 
Score: -17663038.000000 Penalty: 3974.884766
	Iteration 8Q: 3 clusters Score -1.766304e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 201101 members 
Entering Unmasked Estep 
Score: -17666864.000000 Penalty: 3974.884766
	Iteration 9Q: 3 clusters Score -1.766686e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 203024 members 
Entering Unmasked Estep 
Score: -17668522.000000 Penalty: 3974.884766
	Iteration 10Q: 3 clusters Score -1.766852e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 203800 members 
Entering Unmasked Estep 
Score: -17669166.000000 Penalty: 3974.884766
	Iteration 11Q: 3 clusters Score -1.766917e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 204054 members 
Entering Unmasked Estep 
Score: -17669398.000000 Penalty: 3974.884766
	Iteration 12Q: 3 clusters Score -1.76694e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -17669572.000000 Penalty: 3974.884766
	Iteration 13Q: 3 clusters Score -1.766957e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 204237 members 
Entering Unmasked Estep 
Score: -17669648.000000 Penalty: 3974.884766
	Iteration 14Q: 3 clusters Score -1.766965e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 204266 members 
Entering Unmasked Estep 
Score: -17669696.000000 Penalty: 3974.884766
	Iteration 15Q: 3 clusters Score -1.76697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 204288 members 
Entering Unmasked Estep 
Score: -17669742.000000 Penalty: 3974.884766
	Iteration 16Q: 3 clusters Score -1.766974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 204307 members 
Entering Unmasked Estep 
Score: -17669762.000000 Penalty: 3974.884766
	Iteration 17Q: 3 clusters Score -1.766976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 204314 members 
Entering Unmasked Estep 
Score: -17669750.000000 Penalty: 3974.884766
	Iteration 18Q: 3 clusters Score -1.766975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 204319 members 
Entering Unmasked Estep 
Score: -17669758.000000 Penalty: 3974.884766
	Iteration 19Q: 3 clusters Score -1.766976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 204325 members 
Entering Unmasked Estep 
Score: -17669748.000000 Penalty: 3974.884766
	Iteration 20F: 3 clusters Score -1.766975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 204330 members 
Entering Unmasked Estep 
Score: -17669774.000000 Penalty: 3974.884766
	Iteration 21Q: 3 clusters Score -1.766977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 204338 members 
Entering Unmasked Estep 
Score: -17669774.000000 Penalty: 3974.884766
	Iteration 22Q: 3 clusters Score -1.766977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 204346 members 
Entering Unmasked Estep 
Score: -17669798.000000 Penalty: 3974.884766
	Iteration 23Q: 3 clusters Score -1.76698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 204353 members 
Entering Unmasked Estep 
Score: -17669796.000000 Penalty: 3974.884766
	Iteration 24Q: 3 clusters Score -1.76698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -17669788.000000 Penalty: 3974.884766
	Iteration 25Q: 3 clusters Score -1.766979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 204353 members 
Entering Unmasked Estep 
Score: -17669800.000000 Penalty: 3974.884766
	Iteration 26Q: 3 clusters Score -1.76698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 204354 members 
Entering Unmasked Estep 
Score: -17669796.000000 Penalty: 3974.884766
	Iteration 27Q: 3 clusters Score -1.76698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 204354 members 
Entering Unmasked Estep 
Score: -17669800.000000 Penalty: 3974.884766
	Iteration 28Q: 3 clusters Score -1.76698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 204355 members 
Entering Unmasked Estep 
Score: -17669812.000000 Penalty: 3974.884766
	Iteration 29Q: 3 clusters Score -1.766981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 204359 members 
Entering Unmasked Estep 
Score: -17669818.000000 Penalty: 3974.884766
	Iteration 30Q: 3 clusters Score -1.766982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 204364 members 
Entering Unmasked Estep 
Score: -17669816.000000 Penalty: 3974.884766
	Iteration 31Q: 3 clusters Score -1.766982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 204365 members 
Entering Unmasked Estep 
Score: -17669818.000000 Penalty: 3974.884766
	Iteration 32Q: 3 clusters Score -1.766982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 204366 members 
Entering Unmasked Estep 
Score: -17669812.000000 Penalty: 3974.884766
	Iteration 33Q: 3 clusters Score -1.766981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 204366 members 
Entering Unmasked Estep 
Score: -17669814.000000 Penalty: 3974.884766
	Iteration 34Q: 3 clusters Score -1.766981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 204370 members 
Entering Unmasked Estep 
Score: -17669822.000000 Penalty: 3974.884766
	Iteration 35Q: 3 clusters Score -1.766982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 204371 members 
Entering Unmasked Estep 
Score: -17669824.000000 Penalty: 3974.884766
	Iteration 36Q: 3 clusters Score -1.766982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 204376 members 
Entering Unmasked Estep 
Score: -17669818.000000 Penalty: 3974.884766
	Iteration 37Q: 3 clusters Score -1.766982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 204378 members 
Entering Unmasked Estep 
Score: -17669822.000000 Penalty: 3974.884766
	Iteration 38Q: 3 clusters Score -1.766982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 204380 members 
Entering Unmasked Estep 
Score: -17669826.000000 Penalty: 3974.884766
	Iteration 39Q: 3 clusters Score -1.766983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 204381 members 
Entering Unmasked Estep 
Score: -17669820.000000 Penalty: 3974.884766
	Iteration 40F: 3 clusters Score -1.766982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 204384 members 
Entering Unmasked Estep 
Score: -17669824.000000 Penalty: 3974.884766
	Iteration 41Q: 3 clusters Score -1.766982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 204386 members 
Entering Unmasked Estep 
Score: -17669830.000000 Penalty: 3974.884766
	Iteration 42Q: 3 clusters Score -1.766983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 204385 members 
Entering Unmasked Estep 
Score: -17669826.000000 Penalty: 3974.884766
	Iteration 43Q: 3 clusters Score -1.766983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 204385 members 
Entering Unmasked Estep 
Score: -17669824.000000 Penalty: 3974.884766
	Iteration 44Q: 3 clusters Score -1.766982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 204388 members 
Entering Unmasked Estep 
Score: -17669836.000000 Penalty: 3974.884766
	Iteration 45Q: 3 clusters Score -1.766984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 204387 members 
Entering Unmasked Estep 
Score: -17669834.000000 Penalty: 3974.884766
	Iteration 46Q: 3 clusters Score -1.766983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 204386 members 
Entering Unmasked Estep 
Score: -17669836.000000 Penalty: 3974.884766
	Iteration 47Q: 3 clusters Score -1.766984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 204386 members 
Entering Unmasked Estep 
Score: -17669836.000000 Penalty: 3974.884766
	Iteration 48F: 3 clusters Score -1.766984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -720329.437500 Penalty: 1487.728271
	Iteration 0F: 2 clusters Score -720329.4 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 4752 members 
Entering Unmasked Estep 
Score: -713571.937500 Penalty: 2975.456543
	Iteration 0F: 3 clusters Score -713571.9 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -716046.812500 Penalty: 2975.456543
	Iteration 1F: 3 clusters Score -716046.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -716460.312500 Penalty: 2975.456543
	Iteration 2F: 3 clusters Score -716460.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -716818.125000 Penalty: 2975.456543
	Iteration 3F: 3 clusters Score -716818.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -717111.750000 Penalty: 2975.456543
	Iteration 4F: 3 clusters Score -717111.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -717369.562500 Penalty: 2975.456543
	Iteration 5Q: 3 clusters Score -717369.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -717562.500000 Penalty: 2975.456543
	Iteration 6Q: 3 clusters Score -717562.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -717729.062500 Penalty: 2975.456543
	Iteration 7Q: 3 clusters Score -717729.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -717884.625000 Penalty: 2975.456543
	Iteration 8Q: 3 clusters Score -717884.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -718054.500000 Penalty: 2975.456543
	Iteration 9Q: 3 clusters Score -718054.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -718180.750000 Penalty: 2975.456543
	Iteration 10Q: 3 clusters Score -718180.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -718307.750000 Penalty: 2975.456543
	Iteration 11Q: 3 clusters Score -718307.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -718456.562500 Penalty: 2975.456543
	Iteration 12Q: 3 clusters Score -718456.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -718578.000000 Penalty: 2975.456543
	Iteration 13Q: 3 clusters Score -718578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -718668.375000 Penalty: 2975.456543
	Iteration 14Q: 3 clusters Score -718668.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -718733.687500 Penalty: 2975.456543
	Iteration 15Q: 3 clusters Score -718733.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -718773.062500 Penalty: 2975.456543
	Iteration 16Q: 3 clusters Score -718773.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -718810.187500 Penalty: 2975.456543
	Iteration 17Q: 3 clusters Score -718810.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -718837.750000 Penalty: 2975.456543
	Iteration 18Q: 3 clusters Score -718837.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -718856.187500 Penalty: 2975.456543
	Iteration 19Q: 3 clusters Score -718856.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -718888.062500 Penalty: 2975.456543
	Iteration 20F: 3 clusters Score -718888.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -718911.437500 Penalty: 2975.456543
	Iteration 21Q: 3 clusters Score -718911.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -718936.562500 Penalty: 2975.456543
	Iteration 22Q: 3 clusters Score -718936.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -718957.187500 Penalty: 2975.456543
	Iteration 23Q: 3 clusters Score -718957.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -718980.125000 Penalty: 2975.456543
	Iteration 24Q: 3 clusters Score -718980.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -719003.500000 Penalty: 2975.456543
	Iteration 25Q: 3 clusters Score -719003.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -719021.312500 Penalty: 2975.456543
	Iteration 26Q: 3 clusters Score -719021.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -719040.437500 Penalty: 2975.456543
	Iteration 27Q: 3 clusters Score -719040.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -719056.750000 Penalty: 2975.456543
	Iteration 28Q: 3 clusters Score -719056.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -719073.750000 Penalty: 2975.456543
	Iteration 29Q: 3 clusters Score -719073.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -719085.375000 Penalty: 2975.456543
	Iteration 30Q: 3 clusters Score -719085.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -719103.562500 Penalty: 2975.456543
	Iteration 31Q: 3 clusters Score -719103.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719119.062500 Penalty: 2975.456543
	Iteration 32Q: 3 clusters Score -719119.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -719134.062500 Penalty: 2975.456543
	Iteration 33Q: 3 clusters Score -719134.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -719146.875000 Penalty: 2975.456543
	Iteration 34Q: 3 clusters Score -719146.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -719157.312500 Penalty: 2975.456543
	Iteration 35Q: 3 clusters Score -719157.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -719168.250000 Penalty: 2975.456543
	Iteration 36Q: 3 clusters Score -719168.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -719180.000000 Penalty: 2975.456543
	Iteration 37Q: 3 clusters Score -719180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -719190.937500 Penalty: 2975.456543
	Iteration 38Q: 3 clusters Score -719190.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -719202.625000 Penalty: 2975.456543
	Iteration 39Q: 3 clusters Score -719202.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -719219.562500 Penalty: 2975.456543
	Iteration 40F: 3 clusters Score -719219.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -719236.000000 Penalty: 2975.456543
	Iteration 41Q: 3 clusters Score -719236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -719250.250000 Penalty: 2975.456543
	Iteration 42Q: 3 clusters Score -719250.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -719264.750000 Penalty: 2975.456543
	Iteration 43Q: 3 clusters Score -719264.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -719277.312500 Penalty: 2975.456543
	Iteration 44Q: 3 clusters Score -719277.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -719288.187500 Penalty: 2975.456543
	Iteration 45Q: 3 clusters Score -719288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -719294.500000 Penalty: 2975.456543
	Iteration 46Q: 3 clusters Score -719294.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -719299.312500 Penalty: 2975.456543
	Iteration 47Q: 3 clusters Score -719299.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -719305.562500 Penalty: 2975.456543
	Iteration 48Q: 3 clusters Score -719305.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -719312.562500 Penalty: 2975.456543
	Iteration 49Q: 3 clusters Score -719312.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -719318.937500 Penalty: 2975.456543
	Iteration 50Q: 3 clusters Score -719318.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -719327.562500 Penalty: 2975.456543
	Iteration 51Q: 3 clusters Score -719327.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -719334.500000 Penalty: 2975.456543
	Iteration 52Q: 3 clusters Score -719334.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -719339.687500 Penalty: 2975.456543
	Iteration 53Q: 3 clusters Score -719339.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -719344.562500 Penalty: 2975.456543
	Iteration 54Q: 3 clusters Score -719344.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -719350.625000 Penalty: 2975.456543
	Iteration 55Q: 3 clusters Score -719350.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -719356.000000 Penalty: 2975.456543
	Iteration 56Q: 3 clusters Score -719356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -719361.312500 Penalty: 2975.456543
	Iteration 57Q: 3 clusters Score -719361.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -719367.125000 Penalty: 2975.456543
	Iteration 58Q: 3 clusters Score -719367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -719369.437500 Penalty: 2975.456543
	Iteration 59Q: 3 clusters Score -719369.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -719372.875000 Penalty: 2975.456543
	Iteration 60F: 3 clusters Score -719372.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -719372.625000 Penalty: 2975.456543
	Iteration 61Q: 3 clusters Score -719372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719373.625000 Penalty: 2975.456543
	Iteration 62Q: 3 clusters Score -719373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -719374.625000 Penalty: 2975.456543
	Iteration 63Q: 3 clusters Score -719374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -719378.875000 Penalty: 2975.456543
	Iteration 64Q: 3 clusters Score -719378.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -719383.375000 Penalty: 2975.456543
	Iteration 65Q: 3 clusters Score -719383.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -719395.187500 Penalty: 2975.456543
	Iteration 66Q: 3 clusters Score -719395.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -719403.250000 Penalty: 2975.456543
	Iteration 67Q: 3 clusters Score -719403.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -719408.875000 Penalty: 2975.456543
	Iteration 68Q: 3 clusters Score -719408.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -719419.687500 Penalty: 2975.456543
	Iteration 69Q: 3 clusters Score -719419.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -719433.125000 Penalty: 2975.456543
	Iteration 70Q: 3 clusters Score -719433.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -719445.687500 Penalty: 2975.456543
	Iteration 71Q: 3 clusters Score -719445.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -719460.000000 Penalty: 2975.456543
	Iteration 72Q: 3 clusters Score -719460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -719466.687500 Penalty: 2975.456543
	Iteration 73Q: 3 clusters Score -719466.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -719475.875000 Penalty: 2975.456543
	Iteration 74Q: 3 clusters Score -719475.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -719484.937500 Penalty: 2975.456543
	Iteration 75Q: 3 clusters Score -719484.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -719497.437500 Penalty: 2975.456543
	Iteration 76Q: 3 clusters Score -719497.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -719505.750000 Penalty: 2975.456543
	Iteration 77Q: 3 clusters Score -719505.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -719515.500000 Penalty: 2975.456543
	Iteration 78Q: 3 clusters Score -719515.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -719517.500000 Penalty: 2975.456543
	Iteration 79Q: 3 clusters Score -719517.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -719522.750000 Penalty: 2975.456543
	Iteration 80F: 3 clusters Score -719522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -719525.062500 Penalty: 2975.456543
	Iteration 81Q: 3 clusters Score -719525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -719526.250000 Penalty: 2975.456543
	Iteration 82Q: 3 clusters Score -719526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -719528.750000 Penalty: 2975.456543
	Iteration 83Q: 3 clusters Score -719528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -719529.875000 Penalty: 2975.456543
	Iteration 84Q: 3 clusters Score -719529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -719531.875000 Penalty: 2975.456543
	Iteration 85Q: 3 clusters Score -719531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -719530.875000 Penalty: 2975.456543
	Iteration 86Q: 3 clusters Score -719530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -719531.812500 Penalty: 2975.456543
	Iteration 87Q: 3 clusters Score -719531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -719532.875000 Penalty: 2975.456543
	Iteration 88Q: 3 clusters Score -719532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -719532.875000 Penalty: 2975.456543
	Iteration 89F: 3 clusters Score -719532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Entering Unmasked Estep 
Score: -2144087.500000 Penalty: 1649.393433
	Iteration 0F: 2 clusters Score -2144088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2126906.000000 Penalty: 3298.786865
	Iteration 0F: 3 clusters Score -2126906 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2133480.500000 Penalty: 3298.786865
	Iteration 1F: 3 clusters Score -2133480 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2134200.500000 Penalty: 3298.786865
	Iteration 2F: 3 clusters Score -2134200 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2135085.750000 Penalty: 3298.786865
	Iteration 3F: 3 clusters Score -2135086 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2136174.000000 Penalty: 3298.786865
	Iteration 4F: 3 clusters Score -2136174 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2137463.750000 Penalty: 3298.786865
	Iteration 5F: 3 clusters Score -2137464 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2138763.750000 Penalty: 3298.786865
	Iteration 6F: 3 clusters Score -2138764 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2140095.750000 Penalty: 3298.786865
	Iteration 7F: 3 clusters Score -2140096 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2141260.750000 Penalty: 3298.786865
	Iteration 8F: 3 clusters Score -2141261 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2142205.500000 Penalty: 3298.786865
	Iteration 9Q: 3 clusters Score -2142206 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2142919.000000 Penalty: 3298.786865
	Iteration 10Q: 3 clusters Score -2142919 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2143420.500000 Penalty: 3298.786865
	Iteration 11Q: 3 clusters Score -2143420 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2143713.500000 Penalty: 3298.786865
	Iteration 12Q: 3 clusters Score -2143714 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2143849.750000 Penalty: 3298.786865
	Iteration 13Q: 3 clusters Score -2143850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2143903.250000 Penalty: 3298.786865
	Iteration 14Q: 3 clusters Score -2143903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2143936.000000 Penalty: 3298.786865
	Iteration 15Q: 3 clusters Score -2143936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2143957.250000 Penalty: 3298.786865
	Iteration 16Q: 3 clusters Score -2143957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2143975.000000 Penalty: 3298.786865
	Iteration 17Q: 3 clusters Score -2143975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2143982.000000 Penalty: 3298.786865
	Iteration 18Q: 3 clusters Score -2143982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2143988.750000 Penalty: 3298.786865
	Iteration 19Q: 3 clusters Score -2143989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2143999.000000 Penalty: 3298.786865
	Iteration 20F: 3 clusters Score -2143999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2144000.750000 Penalty: 3298.786865
	Iteration 21Q: 3 clusters Score -2144001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2144013.000000 Penalty: 3298.786865
	Iteration 22Q: 3 clusters Score -2144013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2144014.250000 Penalty: 3298.786865
	Iteration 23Q: 3 clusters Score -2144014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2144017.750000 Penalty: 3298.786865
	Iteration 24Q: 3 clusters Score -2144018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -2144021.500000 Penalty: 3298.786865
	Iteration 25Q: 3 clusters Score -2144022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2144029.250000 Penalty: 3298.786865
	Iteration 26Q: 3 clusters Score -2144029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2144027.500000 Penalty: 3298.786865
	Iteration 27Q: 3 clusters Score -2144028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2144028.750000 Penalty: 3298.786865
	Iteration 28Q: 3 clusters Score -2144029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2144030.750000 Penalty: 3298.786865
	Iteration 29Q: 3 clusters Score -2144031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2144026.000000 Penalty: 3298.786865
	Iteration 30Q: 3 clusters Score -2144026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2144029.750000 Penalty: 3298.786865
	Iteration 31Q: 3 clusters Score -2144030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2144029.500000 Penalty: 3298.786865
	Iteration 32Q: 3 clusters Score -2144030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2144034.000000 Penalty: 3298.786865
	Iteration 33Q: 3 clusters Score -2144034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2144032.500000 Penalty: 3298.786865
	Iteration 34Q: 3 clusters Score -2144032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2144030.750000 Penalty: 3298.786865
	Iteration 35Q: 3 clusters Score -2144031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2144034.000000 Penalty: 3298.786865
	Iteration 36Q: 3 clusters Score -2144034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2144033.750000 Penalty: 3298.786865
	Iteration 37Q: 3 clusters Score -2144034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2144033.750000 Penalty: 3298.786865
	Iteration 38F: 3 clusters Score -2144034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1135484.625000 Penalty: 1544.275513
	Iteration 0F: 2 clusters Score -1135485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1126229.000000 Penalty: 3088.551025
	Iteration 0F: 3 clusters Score -1126229 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1129327.625000 Penalty: 3088.551025
	Iteration 1F: 3 clusters Score -1129328 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1129608.375000 Penalty: 3088.551025
	Iteration 2F: 3 clusters Score -1129608 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1129864.250000 Penalty: 3088.551025
	Iteration 3Q: 3 clusters Score -1129864 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1130155.000000 Penalty: 3088.551025
	Iteration 4Q: 3 clusters Score -1130155 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1130509.875000 Penalty: 3088.551025
	Iteration 5Q: 3 clusters Score -1130510 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1130920.750000 Penalty: 3088.551025
	Iteration 6F: 3 clusters Score -1130921 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1131332.750000 Penalty: 3088.551025
	Iteration 7F: 3 clusters Score -1131333 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1131757.875000 Penalty: 3088.551025
	Iteration 8F: 3 clusters Score -1131758 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1132121.000000 Penalty: 3088.551025
	Iteration 9Q: 3 clusters Score -1132121 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1132430.375000 Penalty: 3088.551025
	Iteration 10Q: 3 clusters Score -1132430 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1132645.875000 Penalty: 3088.551025
	Iteration 11Q: 3 clusters Score -1132646 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1132805.375000 Penalty: 3088.551025
	Iteration 12Q: 3 clusters Score -1132805 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1132953.000000 Penalty: 3088.551025
	Iteration 13Q: 3 clusters Score -1132953 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1133058.125000 Penalty: 3088.551025
	Iteration 14Q: 3 clusters Score -1133058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1133126.000000 Penalty: 3088.551025
	Iteration 15Q: 3 clusters Score -1133126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1133188.000000 Penalty: 3088.551025
	Iteration 16Q: 3 clusters Score -1133188 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1133247.750000 Penalty: 3088.551025
	Iteration 17Q: 3 clusters Score -1133248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1133279.250000 Penalty: 3088.551025
	Iteration 18Q: 3 clusters Score -1133279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1133313.875000 Penalty: 3088.551025
	Iteration 19Q: 3 clusters Score -1133314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1133344.500000 Penalty: 3088.551025
	Iteration 20F: 3 clusters Score -1133344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1133369.625000 Penalty: 3088.551025
	Iteration 21Q: 3 clusters Score -1133370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1133396.500000 Penalty: 3088.551025
	Iteration 22Q: 3 clusters Score -1133396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1133426.000000 Penalty: 3088.551025
	Iteration 23Q: 3 clusters Score -1133426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1133441.125000 Penalty: 3088.551025
	Iteration 24Q: 3 clusters Score -1133441 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1133458.625000 Penalty: 3088.551025
	Iteration 25Q: 3 clusters Score -1133459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1133474.500000 Penalty: 3088.551025
	Iteration 26Q: 3 clusters Score -1133474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1133495.500000 Penalty: 3088.551025
	Iteration 27Q: 3 clusters Score -1133496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1133509.625000 Penalty: 3088.551025
	Iteration 28Q: 3 clusters Score -1133510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1133518.875000 Penalty: 3088.551025
	Iteration 29Q: 3 clusters Score -1133519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1133523.000000 Penalty: 3088.551025
	Iteration 30Q: 3 clusters Score -1133523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1133528.750000 Penalty: 3088.551025
	Iteration 31Q: 3 clusters Score -1133529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1133538.125000 Penalty: 3088.551025
	Iteration 32Q: 3 clusters Score -1133538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1133542.375000 Penalty: 3088.551025
	Iteration 33Q: 3 clusters Score -1133542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1133544.625000 Penalty: 3088.551025
	Iteration 34Q: 3 clusters Score -1133545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1133550.375000 Penalty: 3088.551025
	Iteration 35Q: 3 clusters Score -1133550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1133564.625000 Penalty: 3088.551025
	Iteration 36Q: 3 clusters Score -1133565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1133568.875000 Penalty: 3088.551025
	Iteration 37Q: 3 clusters Score -1133569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1133578.125000 Penalty: 3088.551025
	Iteration 38Q: 3 clusters Score -1133578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1133584.500000 Penalty: 3088.551025
	Iteration 39Q: 3 clusters Score -1133584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1133590.500000 Penalty: 3088.551025
	Iteration 40F: 3 clusters Score -1133590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1133601.375000 Penalty: 3088.551025
	Iteration 41Q: 3 clusters Score -1133601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1133606.250000 Penalty: 3088.551025
	Iteration 42Q: 3 clusters Score -1133606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1133612.125000 Penalty: 3088.551025
	Iteration 43Q: 3 clusters Score -1133612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1133624.000000 Penalty: 3088.551025
	Iteration 44Q: 3 clusters Score -1133624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1133640.625000 Penalty: 3088.551025
	Iteration 45Q: 3 clusters Score -1133641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1133652.875000 Penalty: 3088.551025
	Iteration 46Q: 3 clusters Score -1133653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1133668.375000 Penalty: 3088.551025
	Iteration 47Q: 3 clusters Score -1133668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1133683.875000 Penalty: 3088.551025
	Iteration 48Q: 3 clusters Score -1133684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1133706.750000 Penalty: 3088.551025
	Iteration 49Q: 3 clusters Score -1133707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1133734.375000 Penalty: 3088.551025
	Iteration 50Q: 3 clusters Score -1133734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1133759.500000 Penalty: 3088.551025
	Iteration 51Q: 3 clusters Score -1133760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1133782.625000 Penalty: 3088.551025
	Iteration 52Q: 3 clusters Score -1133783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1133805.875000 Penalty: 3088.551025
	Iteration 53Q: 3 clusters Score -1133806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1133831.125000 Penalty: 3088.551025
	Iteration 54Q: 3 clusters Score -1133831 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1133867.375000 Penalty: 3088.551025
	Iteration 55Q: 3 clusters Score -1133867 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1133904.000000 Penalty: 3088.551025
	Iteration 56Q: 3 clusters Score -1133904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1133953.625000 Penalty: 3088.551025
	Iteration 57Q: 3 clusters Score -1133954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1134008.250000 Penalty: 3088.551025
	Iteration 58Q: 3 clusters Score -1134008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1134044.375000 Penalty: 3088.551025
	Iteration 59Q: 3 clusters Score -1134044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1134072.625000 Penalty: 3088.551025
	Iteration 60F: 3 clusters Score -1134073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1134088.500000 Penalty: 3088.551025
	Iteration 61Q: 3 clusters Score -1134088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1134113.375000 Penalty: 3088.551025
	Iteration 62Q: 3 clusters Score -1134113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1134140.000000 Penalty: 3088.551025
	Iteration 63Q: 3 clusters Score -1134140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1134173.625000 Penalty: 3088.551025
	Iteration 64Q: 3 clusters Score -1134174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1134204.375000 Penalty: 3088.551025
	Iteration 65Q: 3 clusters Score -1134204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1134239.125000 Penalty: 3088.551025
	Iteration 66Q: 3 clusters Score -1134239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1134266.000000 Penalty: 3088.551025
	Iteration 67Q: 3 clusters Score -1134266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1134289.375000 Penalty: 3088.551025
	Iteration 68Q: 3 clusters Score -1134289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1134301.875000 Penalty: 3088.551025
	Iteration 69Q: 3 clusters Score -1134302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1134317.250000 Penalty: 3088.551025
	Iteration 70Q: 3 clusters Score -1134317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1134346.625000 Penalty: 3088.551025
	Iteration 71Q: 3 clusters Score -1134347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1134374.500000 Penalty: 3088.551025
	Iteration 72Q: 3 clusters Score -1134374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1134403.875000 Penalty: 3088.551025
	Iteration 73Q: 3 clusters Score -1134404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1134418.625000 Penalty: 3088.551025
	Iteration 74Q: 3 clusters Score -1134419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1134436.375000 Penalty: 3088.551025
	Iteration 75Q: 3 clusters Score -1134436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1134452.875000 Penalty: 3088.551025
	Iteration 76Q: 3 clusters Score -1134453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1134479.000000 Penalty: 3088.551025
	Iteration 77Q: 3 clusters Score -1134479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1134502.125000 Penalty: 3088.551025
	Iteration 78Q: 3 clusters Score -1134502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1134511.625000 Penalty: 3088.551025
	Iteration 79Q: 3 clusters Score -1134512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1134520.625000 Penalty: 3088.551025
	Iteration 80F: 3 clusters Score -1134521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1134527.000000 Penalty: 3088.551025
	Iteration 81Q: 3 clusters Score -1134527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1134533.250000 Penalty: 3088.551025
	Iteration 82Q: 3 clusters Score -1134533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1134546.000000 Penalty: 3088.551025
	Iteration 83Q: 3 clusters Score -1134546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1134554.750000 Penalty: 3088.551025
	Iteration 84Q: 3 clusters Score -1134555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1134562.125000 Penalty: 3088.551025
	Iteration 85Q: 3 clusters Score -1134562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1134566.750000 Penalty: 3088.551025
	Iteration 86Q: 3 clusters Score -1134567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1134567.375000 Penalty: 3088.551025
	Iteration 87Q: 3 clusters Score -1134567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1134569.875000 Penalty: 3088.551025
	Iteration 88Q: 3 clusters Score -1134570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1134570.125000 Penalty: 3088.551025
	Iteration 89Q: 3 clusters Score -1134570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1134571.750000 Penalty: 3088.551025
	Iteration 90Q: 3 clusters Score -1134572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1134570.375000 Penalty: 3088.551025
	Iteration 91Q: 3 clusters Score -1134570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1134570.375000 Penalty: 3088.551025
	Iteration 92F: 3 clusters Score -1134570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -734676.187500 Penalty: 1476.202637
	Iteration 0F: 2 clusters Score -734676.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -728309.000000 Penalty: 2952.405273
	Iteration 0F: 3 clusters Score -728309 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -730338.312500 Penalty: 2952.405273
	Iteration 1F: 3 clusters Score -730338.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -730571.437500 Penalty: 2952.405273
	Iteration 2F: 3 clusters Score -730571.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -730745.000000 Penalty: 2952.405273
	Iteration 3Q: 3 clusters Score -730745 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -730897.250000 Penalty: 2952.405273
	Iteration 4Q: 3 clusters Score -730897.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -731057.125000 Penalty: 2952.405273
	Iteration 5Q: 3 clusters Score -731057.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -731210.687500 Penalty: 2952.405273
	Iteration 6Q: 3 clusters Score -731210.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -731378.375000 Penalty: 2952.405273
	Iteration 7Q: 3 clusters Score -731378.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -731548.000000 Penalty: 2952.405273
	Iteration 8Q: 3 clusters Score -731548 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -731746.812500 Penalty: 2952.405273
	Iteration 9Q: 3 clusters Score -731746.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -731975.875000 Penalty: 2952.405273
	Iteration 10Q: 3 clusters Score -731975.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -732208.062500 Penalty: 2952.405273
	Iteration 11Q: 3 clusters Score -732208.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -732454.437500 Penalty: 2952.405273
	Iteration 12Q: 3 clusters Score -732454.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -732671.875000 Penalty: 2952.405273
	Iteration 13Q: 3 clusters Score -732671.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -732844.187500 Penalty: 2952.405273
	Iteration 14Q: 3 clusters Score -732844.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -733007.250000 Penalty: 2952.405273
	Iteration 15Q: 3 clusters Score -733007.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -733149.500000 Penalty: 2952.405273
	Iteration 16Q: 3 clusters Score -733149.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -733263.312500 Penalty: 2952.405273
	Iteration 17Q: 3 clusters Score -733263.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -733369.937500 Penalty: 2952.405273
	Iteration 18Q: 3 clusters Score -733369.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -733461.062500 Penalty: 2952.405273
	Iteration 19Q: 3 clusters Score -733461.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -733532.062500 Penalty: 2952.405273
	Iteration 20F: 3 clusters Score -733532.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -733583.687500 Penalty: 2952.405273
	Iteration 21Q: 3 clusters Score -733583.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -733615.562500 Penalty: 2952.405273
	Iteration 22Q: 3 clusters Score -733615.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -733637.187500 Penalty: 2952.405273
	Iteration 23Q: 3 clusters Score -733637.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -733653.375000 Penalty: 2952.405273
	Iteration 24Q: 3 clusters Score -733653.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -733671.250000 Penalty: 2952.405273
	Iteration 25Q: 3 clusters Score -733671.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -733682.312500 Penalty: 2952.405273
	Iteration 26Q: 3 clusters Score -733682.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -733695.937500 Penalty: 2952.405273
	Iteration 27Q: 3 clusters Score -733695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -733712.562500 Penalty: 2952.405273
	Iteration 28Q: 3 clusters Score -733712.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -733726.937500 Penalty: 2952.405273
	Iteration 29Q: 3 clusters Score -733726.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -733742.250000 Penalty: 2952.405273
	Iteration 30Q: 3 clusters Score -733742.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -733755.687500 Penalty: 2952.405273
	Iteration 31Q: 3 clusters Score -733755.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -733762.500000 Penalty: 2952.405273
	Iteration 32Q: 3 clusters Score -733762.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -733772.375000 Penalty: 2952.405273
	Iteration 33Q: 3 clusters Score -733772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -733781.000000 Penalty: 2952.405273
	Iteration 34Q: 3 clusters Score -733781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -733787.937500 Penalty: 2952.405273
	Iteration 35Q: 3 clusters Score -733787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -733793.875000 Penalty: 2952.405273
	Iteration 36Q: 3 clusters Score -733793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -733794.625000 Penalty: 2952.405273
	Iteration 37Q: 3 clusters Score -733794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -733797.125000 Penalty: 2952.405273
	Iteration 38Q: 3 clusters Score -733797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -733799.375000 Penalty: 2952.405273
	Iteration 39Q: 3 clusters Score -733799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -733800.562500 Penalty: 2952.405273
	Iteration 40F: 3 clusters Score -733800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -733802.187500 Penalty: 2952.405273
	Iteration 41Q: 3 clusters Score -733802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -733802.312500 Penalty: 2952.405273
	Iteration 42Q: 3 clusters Score -733802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -733804.062500 Penalty: 2952.405273
	Iteration 43Q: 3 clusters Score -733804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -733805.500000 Penalty: 2952.405273
	Iteration 44Q: 3 clusters Score -733805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -733809.437500 Penalty: 2952.405273
	Iteration 45Q: 3 clusters Score -733809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -733813.000000 Penalty: 2952.405273
	Iteration 46Q: 3 clusters Score -733813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -733817.500000 Penalty: 2952.405273
	Iteration 47Q: 3 clusters Score -733817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -733818.562500 Penalty: 2952.405273
	Iteration 48Q: 3 clusters Score -733818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -733818.687500 Penalty: 2952.405273
	Iteration 49Q: 3 clusters Score -733818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -733820.187500 Penalty: 2952.405273
	Iteration 50Q: 3 clusters Score -733820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -733819.625000 Penalty: 2952.405273
	Iteration 51Q: 3 clusters Score -733819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -733820.937500 Penalty: 2952.405273
	Iteration 52Q: 3 clusters Score -733820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -733819.937500 Penalty: 2952.405273
	Iteration 53Q: 3 clusters Score -733819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -733822.750000 Penalty: 2952.405273
	Iteration 54Q: 3 clusters Score -733822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -733822.750000 Penalty: 2952.405273
	Iteration 55F: 3 clusters Score -733822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -258315.687500 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -258315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255476.734375 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -255476.7 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -256169.156250 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -256169.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -256300.937500 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -256300.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -256395.781250 Penalty: 2618.441650
	Iteration 3Q: 3 clusters Score -256395.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -256495.000000 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -256495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -256588.359375 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -256588.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -256690.515625 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -256690.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -256787.437500 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -256787.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -256861.609375 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -256861.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256927.859375 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -256927.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -256990.828125 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -256990.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -257049.468750 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -257049.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -257130.843750 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -257130.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257212.343750 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -257212.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -257298.406250 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -257298.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257376.921875 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -257376.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -257448.468750 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -257448.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -257504.796875 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -257504.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257567.593750 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -257567.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -257644.453125 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -257644.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -257741.734375 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -257741.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -257856.890625 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -257856.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -258007.125000 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -258007.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -258105.343750 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -258105.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -258144.046875 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -258144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -258161.937500 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -258161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -258164.234375 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -258164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -258166.390625 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -258166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -258168.109375 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -258168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -258168.750000 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -258168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -258169.046875 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -258169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -258169.046875 Penalty: 2618.441650
	Iteration 31F: 3 clusters Score -258169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -254543.343750 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -254543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -251728.468750 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -251728.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -252647.781250 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -252647.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -253067.562500 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -253067.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -253410.781250 Penalty: 2618.750732
	Iteration 3F: 3 clusters Score -253410.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -253732.718750 Penalty: 2618.750732
	Iteration 4F: 3 clusters Score -253732.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -254014.937500 Penalty: 2618.750732
	Iteration 5F: 3 clusters Score -254014.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -254269.953125 Penalty: 2618.750732
	Iteration 6F: 3 clusters Score -254270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -254382.234375 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -254382.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -254451.296875 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -254451.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -254479.000000 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -254479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -254497.218750 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -254497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -254513.046875 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -254513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -254531.125000 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -254531.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -254543.265625 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -254543.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -254558.078125 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -254558.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -254573.218750 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -254573.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -254590.734375 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -254590.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -254610.500000 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -254610.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -254632.968750 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -254633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -254668.968750 Penalty: 2618.750732
	Iteration 19Q: 3 clusters Score -254669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -254719.296875 Penalty: 2618.750732
	Iteration 20F: 3 clusters Score -254719.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -254794.375000 Penalty: 2618.750732
	Iteration 21Q: 3 clusters Score -254794.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -254901.156250 Penalty: 2618.750732
	Iteration 22Q: 3 clusters Score -254901.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -255043.218750 Penalty: 2618.750732
	Iteration 23Q: 3 clusters Score -255043.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -255121.296875 Penalty: 2618.750732
	Iteration 24Q: 3 clusters Score -255121.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -255141.546875 Penalty: 2618.750732
	Iteration 25Q: 3 clusters Score -255141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -255146.828125 Penalty: 2618.750732
	Iteration 26Q: 3 clusters Score -255146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -255147.281250 Penalty: 2618.750732
	Iteration 27Q: 3 clusters Score -255147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -255148.125000 Penalty: 2618.750732
	Iteration 28Q: 3 clusters Score -255148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -255149.312500 Penalty: 2618.750732
	Iteration 29Q: 3 clusters Score -255149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -255149.765625 Penalty: 2618.750732
	Iteration 30Q: 3 clusters Score -255149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -255149.906250 Penalty: 2618.750732
	Iteration 31Q: 3 clusters Score -255149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -255149.906250 Penalty: 2618.750732
	Iteration 32F: 3 clusters Score -255149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 1880 members 
Entering Unmasked Estep 
Score: -54411884.000000 Penalty: 65304.742188
Splitting cluster 24 changes total score from -54411864.000000 to -54411884.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -233844.593750 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -233844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -231127.578125 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -231127.6 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -232223.203125 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -232223.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -232786.484375 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -232786.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -233234.343750 Penalty: 2610.622803
	Iteration 3F: 3 clusters Score -233234.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -233548.531250 Penalty: 2610.622803
	Iteration 4F: 3 clusters Score -233548.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -233761.000000 Penalty: 2610.622803
	Iteration 5F: 3 clusters Score -233761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -233905.875000 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -233905.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -234028.390625 Penalty: 2610.622803
	Iteration 7Q: 3 clusters Score -234028.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -234138.281250 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -234138.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -234223.093750 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -234223.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -234286.468750 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -234286.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -234369.593750 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -234369.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -234468.234375 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -234468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -234511.140625 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -234511.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -234539.203125 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -234539.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -234555.156250 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -234555.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -234571.453125 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -234571.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -234577.953125 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -234578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -234581.328125 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -234581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -234584.250000 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -234584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -234591.906250 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -234591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -234596.046875 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -234596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -234597.187500 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -234597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -234599.953125 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -234600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -234600.312500 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -234600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -234600.312500 Penalty: 2610.622803
	Iteration 25F: 3 clusters Score -234600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 2140 members 
Entering Unmasked Estep 
Score: -54411720.000000 Penalty: 67481.570312
Splitting cluster 25 changes total score from -54411864.000000 to -54411720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (65861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Entering Unmasked Estep 
Score: -5650208.000000 Penalty: 1802.986572
	Iteration 0F: 2 clusters Score -5650208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -5606451.000000 Penalty: 3605.973145
	Iteration 0F: 3 clusters Score -5606451 nChanged 30950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5624569.500000 Penalty: 3605.973145
	Iteration 1F: 3 clusters Score -5624570 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5625549.500000 Penalty: 3605.973145
	Iteration 2Q: 3 clusters Score -5625550 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5626947.000000 Penalty: 3605.973145
	Iteration 3Q: 3 clusters Score -5626947 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5628771.500000 Penalty: 3605.973145
	Iteration 4F: 3 clusters Score -5628772 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5631332.500000 Penalty: 3605.973145
	Iteration 5F: 3 clusters Score -5631332 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5634234.500000 Penalty: 3605.973145
	Iteration 6F: 3 clusters Score -5634234 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5637004.500000 Penalty: 3605.973145
	Iteration 7F: 3 clusters Score -5637004 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -5639201.000000 Penalty: 3605.973145
	Iteration 8Q: 3 clusters Score -5639201 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -5640740.000000 Penalty: 3605.973145
	Iteration 9Q: 3 clusters Score -5640740 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5641851.000000 Penalty: 3605.973145
	Iteration 10Q: 3 clusters Score -5641851 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5642602.500000 Penalty: 3605.973145
	Iteration 11Q: 3 clusters Score -5642602 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5643256.000000 Penalty: 3605.973145
	Iteration 12Q: 3 clusters Score -5643256 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5643979.000000 Penalty: 3605.973145
	Iteration 13Q: 3 clusters Score -5643979 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5644678.000000 Penalty: 3605.973145
	Iteration 14Q: 3 clusters Score -5644678 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5645389.000000 Penalty: 3605.973145
	Iteration 15Q: 3 clusters Score -5645389 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5646168.500000 Penalty: 3605.973145
	Iteration 16Q: 3 clusters Score -5646168 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5646910.500000 Penalty: 3605.973145
	Iteration 17Q: 3 clusters Score -5646910 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5647640.000000 Penalty: 3605.973145
	Iteration 18Q: 3 clusters Score -5647640 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5648273.000000 Penalty: 3605.973145
	Iteration 19Q: 3 clusters Score -5648273 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5648679.000000 Penalty: 3605.973145
	Iteration 20F: 3 clusters Score -5648679 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5648953.500000 Penalty: 3605.973145
	Iteration 21Q: 3 clusters Score -5648954 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5649146.500000 Penalty: 3605.973145
	Iteration 22Q: 3 clusters Score -5649146 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5649256.500000 Penalty: 3605.973145
	Iteration 23Q: 3 clusters Score -5649256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5649338.500000 Penalty: 3605.973145
	Iteration 24Q: 3 clusters Score -5649338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5649394.500000 Penalty: 3605.973145
	Iteration 25Q: 3 clusters Score -5649394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5649449.500000 Penalty: 3605.973145
	Iteration 26Q: 3 clusters Score -5649450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5649492.500000 Penalty: 3605.973145
	Iteration 27Q: 3 clusters Score -5649492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5649506.500000 Penalty: 3605.973145
	Iteration 28Q: 3 clusters Score -5649506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5649547.000000 Penalty: 3605.973145
	Iteration 29Q: 3 clusters Score -5649547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5649548.500000 Penalty: 3605.973145
	Iteration 30Q: 3 clusters Score -5649548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5649569.500000 Penalty: 3605.973145
	Iteration 31Q: 3 clusters Score -5649570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5649582.500000 Penalty: 3605.973145
	Iteration 32Q: 3 clusters Score -5649582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5649594.500000 Penalty: 3605.973145
	Iteration 33Q: 3 clusters Score -5649594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5649601.500000 Penalty: 3605.973145
	Iteration 34Q: 3 clusters Score -5649602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5649603.500000 Penalty: 3605.973145
	Iteration 35Q: 3 clusters Score -5649604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5649615.500000 Penalty: 3605.973145
	Iteration 36Q: 3 clusters Score -5649616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5649617.000000 Penalty: 3605.973145
	Iteration 37Q: 3 clusters Score -5649617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5649629.500000 Penalty: 3605.973145
	Iteration 38Q: 3 clusters Score -5649630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5649625.000000 Penalty: 3605.973145
	Iteration 39Q: 3 clusters Score -5649625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5649629.500000 Penalty: 3605.973145
	Iteration 40F: 3 clusters Score -5649630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5649629.500000 Penalty: 3605.973145
	Iteration 41Q: 3 clusters Score -5649630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5649631.500000 Penalty: 3605.973145
	Iteration 42Q: 3 clusters Score -5649632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5649634.500000 Penalty: 3605.973145
	Iteration 43Q: 3 clusters Score -5649634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5649638.500000 Penalty: 3605.973145
	Iteration 44Q: 3 clusters Score -5649638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5649638.000000 Penalty: 3605.973145
	Iteration 45Q: 3 clusters Score -5649638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5649643.000000 Penalty: 3605.973145
	Iteration 46Q: 3 clusters Score -5649643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5649644.000000 Penalty: 3605.973145
	Iteration 47Q: 3 clusters Score -5649644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5649645.500000 Penalty: 3605.973145
	Iteration 48Q: 3 clusters Score -5649646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5649634.000000 Penalty: 3605.973145
	Iteration 49Q: 3 clusters Score -5649634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5649634.500000 Penalty: 3605.973145
	Iteration 50Q: 3 clusters Score -5649634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5649640.000000 Penalty: 3605.973145
	Iteration 51Q: 3 clusters Score -5649640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5649638.500000 Penalty: 3605.973145
	Iteration 52Q: 3 clusters Score -5649638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5649644.000000 Penalty: 3605.973145
	Iteration 53Q: 3 clusters Score -5649644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5649645.000000 Penalty: 3605.973145
	Iteration 54Q: 3 clusters Score -5649645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5649644.500000 Penalty: 3605.973145
	Iteration 55Q: 3 clusters Score -5649644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5649651.500000 Penalty: 3605.973145
	Iteration 56Q: 3 clusters Score -5649652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5649648.500000 Penalty: 3605.973145
	Iteration 57Q: 3 clusters Score -5649648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5649640.000000 Penalty: 3605.973145
	Iteration 58Q: 3 clusters Score -5649640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5649639.000000 Penalty: 3605.973145
	Iteration 59Q: 3 clusters Score -5649639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5649644.500000 Penalty: 3605.973145
	Iteration 60F: 3 clusters Score -5649644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5649640.000000 Penalty: 3605.973145
	Iteration 61Q: 3 clusters Score -5649640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5649642.500000 Penalty: 3605.973145
	Iteration 62Q: 3 clusters Score -5649642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5649645.000000 Penalty: 3605.973145
	Iteration 63Q: 3 clusters Score -5649645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5649645.000000 Penalty: 3605.973145
	Iteration 64Q: 3 clusters Score -5649645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5649642.000000 Penalty: 3605.973145
	Iteration 65Q: 3 clusters Score -5649642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5649642.000000 Penalty: 3605.973145
	Iteration 66F: 3 clusters Score -5649642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -169843.859375 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -169843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -167751.062500 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -167751.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -168228.703125 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -168228.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168379.140625 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -168379.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168512.953125 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -168513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -168686.171875 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -168686.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -168892.000000 Penalty: 2484.443115
	Iteration 5F: 3 clusters Score -168892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -169074.625000 Penalty: 2484.443115
	Iteration 6F: 3 clusters Score -169074.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -169208.921875 Penalty: 2484.443115
	Iteration 7F: 3 clusters Score -169208.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -169324.703125 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -169324.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -169393.687500 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -169393.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -169420.750000 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -169420.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -169432.078125 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -169432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -169451.156250 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -169451.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169473.640625 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -169473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -169497.750000 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -169497.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -169521.687500 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -169521.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -169539.968750 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -169540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -169576.500000 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -169576.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -169621.578125 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -169621.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -169692.921875 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -169692.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -169792.125000 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -169792.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -169850.640625 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -169850.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -169864.046875 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -169864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -169865.656250 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -169865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -169865.656250 Penalty: 2484.443115
	Iteration 24F: 3 clusters Score -169865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 659 members 
Mstep: Class 28 contains 6938 members 
Mstep: Class 29 contains 1182 members 
Mstep: Class 30 contains 1880 members 
Mstep: Class 31 contains 1430 members 
Entering Unmasked Estep 
Score: -54410956.000000 Penalty: 67481.570312
Splitting cluster 27 changes total score from -54411864.000000 to -54410956.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10299 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15910 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 17706 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163109 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 204928 members 
Mstep: Class 19 contains 9464 members 
Mstep: Class 20 contains 25594 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 3080 members 
Mstep: Class 26 contains 65861 members 
Mstep: Class 27 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412552.000000 Penalty: 65304.742188
Iteration 79Q: 31 clusters Score -5.441255e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10294 members 
Mstep: Class 3 contains 8045 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 15834 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 17800 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 2571 members 
Mstep: Class 13 contains 11397 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6200 members 
Mstep: Class 16 contains 163091 members 
Mstep: Class 17 contains 18084 members 
Mstep: Class 18 contains 204933 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 25656 members 
Mstep: Class 21 contains 13403 members 
Mstep: Class 22 contains 8824 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 1268 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 65869 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413444.000000 Penalty: 65304.742188
Iteration 80F: 31 clusters Score -5.441344e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10289 members 
Mstep: Class 3 contains 8054 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 10970 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 163081 members 
Mstep: Class 17 contains 18083 members 
Mstep: Class 18 contains 204926 members 
Mstep: Class 19 contains 9459 members 
Mstep: Class 20 contains 25485 members 
Mstep: Class 21 contains 13405 members 
Mstep: Class 22 contains 8828 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 65880 members 
Mstep: Class 27 contains 2086 members 
Mstep: Class 28 contains 6762 members 
Mstep: Class 29 contains 1236 members 
Mstep: Class 30 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413876.000000 Penalty: 65304.742188
Iteration 81Q: 31 clusters Score -5.441388e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10286 members 
Mstep: Class 3 contains 8075 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 15683 members 
Mstep: Class 7 contains 3177 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 17878 members 
Mstep: Class 10 contains 14468 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 11379 members 
Mstep: Class 14 contains 10986 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 163053 members 
Mstep: Class 17 contains 18065 members 
Mstep: Class 18 contains 204908 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 25385 members 
Mstep: Class 21 contains 13409 members 
Mstep: Class 22 contains 8826 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 65879 members 
Mstep: Class 27 contains 2089 members 
Mstep: Class 28 contains 6794 members 
Mstep: Class 29 contains 1309 members 
Mstep: Class 30 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414232.000000 Penalty: 65304.742188
Iteration 82Q: 31 clusters Score -5.441423e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10283 members 
Mstep: Class 3 contains 8085 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 15608 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 12631 members 
Mstep: Class 9 contains 17925 members 
Mstep: Class 10 contains 14420 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 11384 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 163009 members 
Mstep: Class 17 contains 18047 members 
Mstep: Class 18 contains 204909 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 20 contains 25303 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 8813 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 1257 members 
Mstep: Class 25 contains 2947 members 
Mstep: Class 26 contains 65882 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 6801 members 
Mstep: Class 29 contains 1353 members 
Mstep: Class 30 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414396.000000 Penalty: 65304.742188
Iteration 83Q: 31 clusters Score -5.44144e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 8091 members 
Mstep: Class 4 contains 6642 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15543 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 17976 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 11391 members 
Mstep: Class 14 contains 11009 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 162953 members 
Mstep: Class 17 contains 18020 members 
Mstep: Class 18 contains 204896 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 25247 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 8798 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 65881 members 
Mstep: Class 27 contains 2108 members 
Mstep: Class 28 contains 6784 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414468.000000 Penalty: 65304.742188
Iteration 84Q: 31 clusters Score -5.441447e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10273 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 6656 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 15494 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 18016 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 162891 members 
Mstep: Class 17 contains 18002 members 
Mstep: Class 18 contains 204887 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 25199 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 2909 members 
Mstep: Class 26 contains 65884 members 
Mstep: Class 27 contains 2118 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414772.000000 Penalty: 65304.742188
Iteration 85Q: 31 clusters Score -5.441477e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10271 members 
Mstep: Class 3 contains 8138 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 18050 members 
Mstep: Class 10 contains 14301 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 3145 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 162821 members 
Mstep: Class 17 contains 17985 members 
Mstep: Class 18 contains 204869 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 25152 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 1259 members 
Mstep: Class 25 contains 2902 members 
Mstep: Class 26 contains 65886 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 6738 members 
Mstep: Class 29 contains 1427 members 
Mstep: Class 30 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414800.000000 Penalty: 65304.742188
Iteration 86Q: 31 clusters Score -5.44148e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10270 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15417 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 18087 members 
Mstep: Class 10 contains 14247 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 11050 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 162768 members 
Mstep: Class 17 contains 17954 members 
Mstep: Class 18 contains 204854 members 
Mstep: Class 19 contains 9723 members 
Mstep: Class 20 contains 25129 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 2902 members 
Mstep: Class 26 contains 65875 members 
Mstep: Class 27 contains 2131 members 
Mstep: Class 28 contains 6700 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414948.000000 Penalty: 65304.742188
Iteration 87Q: 31 clusters Score -5.441495e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10266 members 
Mstep: Class 3 contains 8183 members 
Mstep: Class 4 contains 6681 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15385 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 18127 members 
Mstep: Class 10 contains 14199 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 11052 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 162722 members 
Mstep: Class 17 contains 17932 members 
Mstep: Class 18 contains 204857 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 25094 members 
Mstep: Class 21 contains 13336 members 
Mstep: Class 22 contains 8732 members 
Mstep: Class 23 contains 3119 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 2906 members 
Mstep: Class 26 contains 65869 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 6676 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415120.000000 Penalty: 65304.742188
Iteration 88Q: 31 clusters Score -5.441512e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10257 members 
Mstep: Class 3 contains 8208 members 
Mstep: Class 4 contains 6691 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 15345 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 18161 members 
Mstep: Class 10 contains 14157 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 11413 members 
Mstep: Class 14 contains 11060 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 162700 members 
Mstep: Class 17 contains 17908 members 
Mstep: Class 18 contains 204846 members 
Mstep: Class 19 contains 9839 members 
Mstep: Class 20 contains 25071 members 
Mstep: Class 21 contains 13325 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 2912 members 
Mstep: Class 26 contains 65854 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 6633 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415300.000000 Penalty: 65304.742188
Iteration 89Q: 31 clusters Score -5.44153e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10246 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 6699 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 14112 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 11421 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162665 members 
Mstep: Class 17 contains 17885 members 
Mstep: Class 18 contains 204830 members 
Mstep: Class 19 contains 9902 members 
Mstep: Class 20 contains 25045 members 
Mstep: Class 21 contains 13312 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2918 members 
Mstep: Class 26 contains 65842 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415596.000000 Penalty: 65304.742188
Iteration 90Q: 31 clusters Score -5.44156e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10240 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 15295 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 14069 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 11422 members 
Mstep: Class 14 contains 11084 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162659 members 
Mstep: Class 17 contains 17870 members 
Mstep: Class 18 contains 204819 members 
Mstep: Class 19 contains 9933 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 13296 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 1263 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 65824 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 6542 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415652.000000 Penalty: 65304.742188
Iteration 91Q: 31 clusters Score -5.441565e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10233 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 11422 members 
Mstep: Class 14 contains 11089 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162639 members 
Mstep: Class 17 contains 17854 members 
Mstep: Class 18 contains 204807 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 25033 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 65822 members 
Mstep: Class 27 contains 2176 members 
Mstep: Class 28 contains 6508 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415684.000000 Penalty: 65304.742188
Iteration 92Q: 31 clusters Score -5.441568e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10227 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 15241 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18267 members 
Mstep: Class 10 contains 14023 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162621 members 
Mstep: Class 17 contains 17843 members 
Mstep: Class 18 contains 204789 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 25028 members 
Mstep: Class 21 contains 13277 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 65826 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 6478 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415648.000000 Penalty: 65304.742188
Iteration 93Q: 31 clusters Score -5.441565e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10226 members 
Mstep: Class 3 contains 8347 members 
Mstep: Class 4 contains 6702 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 15218 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18296 members 
Mstep: Class 10 contains 13999 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 11098 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162596 members 
Mstep: Class 17 contains 17832 members 
Mstep: Class 18 contains 204768 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 25020 members 
Mstep: Class 21 contains 13274 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2927 members 
Mstep: Class 26 contains 65823 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 6450 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415716.000000 Penalty: 65304.742188
Iteration 94Q: 31 clusters Score -5.441572e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10222 members 
Mstep: Class 3 contains 8381 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 18314 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 11416 members 
Mstep: Class 14 contains 11106 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 162569 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 204735 members 
Mstep: Class 19 contains 10039 members 
Mstep: Class 20 contains 25013 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 8657 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 1263 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 65824 members 
Mstep: Class 27 contains 2207 members 
Mstep: Class 28 contains 6437 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415716.000000 Penalty: 65304.742188
Iteration 95Q: 31 clusters Score -5.441572e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10210 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 15182 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 18332 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 162539 members 
Mstep: Class 17 contains 17811 members 
Mstep: Class 18 contains 204712 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 25012 members 
Mstep: Class 21 contains 13261 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 2944 members 
Mstep: Class 26 contains 65824 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 6425 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415776.000000 Penalty: 65304.742188
Iteration 96Q: 31 clusters Score -5.441578e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10203 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 15170 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18352 members 
Mstep: Class 10 contains 13899 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 11412 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162512 members 
Mstep: Class 17 contains 17804 members 
Mstep: Class 18 contains 204698 members 
Mstep: Class 19 contains 10110 members 
Mstep: Class 20 contains 25018 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 8639 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 2951 members 
Mstep: Class 26 contains 65820 members 
Mstep: Class 27 contains 2217 members 
Mstep: Class 28 contains 6408 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415888.000000 Penalty: 65304.742188
Iteration 97Q: 31 clusters Score -5.441589e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18368 members 
Mstep: Class 10 contains 13865 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 11400 members 
Mstep: Class 14 contains 11148 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162480 members 
Mstep: Class 17 contains 17793 members 
Mstep: Class 18 contains 204697 members 
Mstep: Class 19 contains 10150 members 
Mstep: Class 20 contains 25027 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 8630 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 65823 members 
Mstep: Class 27 contains 2221 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 1598 members 
Mstep: Class 30 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415784.000000 Penalty: 65304.742188
Iteration 98Q: 31 clusters Score -5.441578e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10190 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 15153 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18390 members 
Mstep: Class 10 contains 13845 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3601 members 
Mstep: Class 13 contains 11396 members 
Mstep: Class 14 contains 11155 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162448 members 
Mstep: Class 17 contains 17778 members 
Mstep: Class 18 contains 204680 members 
Mstep: Class 19 contains 10178 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 13247 members 
Mstep: Class 22 contains 8630 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2961 members 
Mstep: Class 26 contains 65823 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 1609 members 
Mstep: Class 30 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415776.000000 Penalty: 65304.742188
Iteration 99Q: 31 clusters Score -5.441578e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10186 members 
Mstep: Class 3 contains 8472 members 
Mstep: Class 4 contains 6711 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 11390 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162419 members 
Mstep: Class 17 contains 17767 members 
Mstep: Class 18 contains 204674 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 25047 members 
Mstep: Class 21 contains 13236 members 
Mstep: Class 22 contains 8625 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 65827 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 1618 members 
Mstep: Class 30 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415916.000000 Penalty: 65304.742188
Iteration 100F: 31 clusters Score -5.441592e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 8486 members 
Mstep: Class 4 contains 6715 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15137 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 18424 members 
Mstep: Class 10 contains 13789 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 3619 members 
Mstep: Class 13 contains 11385 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162391 members 
Mstep: Class 17 contains 17757 members 
Mstep: Class 18 contains 204680 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 25054 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 8624 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2963 members 
Mstep: Class 26 contains 65832 members 
Mstep: Class 27 contains 2224 members 
Mstep: Class 28 contains 6366 members 
Mstep: Class 29 contains 1640 members 
Mstep: Class 30 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415904.000000 Penalty: 65304.742188
Iteration 101Q: 31 clusters Score -5.44159e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10185 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 6723 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15130 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 18433 members 
Mstep: Class 10 contains 13768 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 11382 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162354 members 
Mstep: Class 17 contains 17746 members 
Mstep: Class 18 contains 204682 members 
Mstep: Class 19 contains 10204 members 
Mstep: Class 20 contains 25069 members 
Mstep: Class 21 contains 13221 members 
Mstep: Class 22 contains 8622 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 65845 members 
Mstep: Class 27 contains 2232 members 
Mstep: Class 28 contains 6355 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415920.000000 Penalty: 65304.742188
Iteration 102Q: 31 clusters Score -5.441592e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 15130 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 18441 members 
Mstep: Class 10 contains 13743 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162326 members 
Mstep: Class 17 contains 17730 members 
Mstep: Class 18 contains 204672 members 
Mstep: Class 19 contains 10208 members 
Mstep: Class 20 contains 25078 members 
Mstep: Class 21 contains 13210 members 
Mstep: Class 22 contains 8627 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2973 members 
Mstep: Class 26 contains 65854 members 
Mstep: Class 27 contains 2238 members 
Mstep: Class 28 contains 6349 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416000.000000 Penalty: 65304.742188
Iteration 103Q: 31 clusters Score -5.4416e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10176 members 
Mstep: Class 3 contains 8530 members 
Mstep: Class 4 contains 6746 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 15123 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18450 members 
Mstep: Class 10 contains 13711 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 3628 members 
Mstep: Class 13 contains 11378 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162292 members 
Mstep: Class 17 contains 17718 members 
Mstep: Class 18 contains 204669 members 
Mstep: Class 19 contains 10214 members 
Mstep: Class 20 contains 25095 members 
Mstep: Class 21 contains 13201 members 
Mstep: Class 22 contains 8631 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 65857 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 1697 members 
Mstep: Class 30 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416084.000000 Penalty: 65304.742188
Iteration 104Q: 31 clusters Score -5.441608e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10178 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 15115 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18460 members 
Mstep: Class 10 contains 13676 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 11367 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162259 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 204683 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 25103 members 
Mstep: Class 21 contains 13196 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 65866 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 6338 members 
Mstep: Class 29 contains 1706 members 
Mstep: Class 30 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416012.000000 Penalty: 65304.742188
Iteration 105Q: 31 clusters Score -5.441601e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 8556 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15105 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18471 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 11358 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 162235 members 
Mstep: Class 17 contains 17695 members 
Mstep: Class 18 contains 204690 members 
Mstep: Class 19 contains 10236 members 
Mstep: Class 20 contains 25115 members 
Mstep: Class 21 contains 13192 members 
Mstep: Class 22 contains 8637 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 65877 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 6332 members 
Mstep: Class 29 contains 1714 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416044.000000 Penalty: 65304.742188
Iteration 106Q: 31 clusters Score -5.441604e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10166 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15101 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 18485 members 
Mstep: Class 10 contains 13618 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 3661 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 11161 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 162222 members 
Mstep: Class 17 contains 17689 members 
Mstep: Class 18 contains 204696 members 
Mstep: Class 19 contains 10238 members 
Mstep: Class 20 contains 25120 members 
Mstep: Class 21 contains 13187 members 
Mstep: Class 22 contains 8632 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 65885 members 
Mstep: Class 27 contains 2265 members 
Mstep: Class 28 contains 6329 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416100.000000 Penalty: 65304.742188
Iteration 107Q: 31 clusters Score -5.44161e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10158 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15100 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18497 members 
Mstep: Class 10 contains 13596 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3669 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 11159 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 162193 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 204699 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 25118 members 
Mstep: Class 21 contains 13182 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 65892 members 
Mstep: Class 27 contains 2270 members 
Mstep: Class 28 contains 6327 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416108.000000 Penalty: 65304.742188
Iteration 108Q: 31 clusters Score -5.441611e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10150 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 11349 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 162166 members 
Mstep: Class 17 contains 17661 members 
Mstep: Class 18 contains 204694 members 
Mstep: Class 19 contains 10278 members 
Mstep: Class 20 contains 25124 members 
Mstep: Class 21 contains 13177 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 65893 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 6325 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416200.000000 Penalty: 65304.742188
Iteration 109Q: 31 clusters Score -5.44162e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10144 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15082 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 18533 members 
Mstep: Class 10 contains 13549 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 11343 members 
Mstep: Class 14 contains 11151 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 162133 members 
Mstep: Class 17 contains 17652 members 
Mstep: Class 18 contains 204691 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 25127 members 
Mstep: Class 21 contains 13169 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 65889 members 
Mstep: Class 27 contains 2279 members 
Mstep: Class 28 contains 6321 members 
Mstep: Class 29 contains 1737 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416096.000000 Penalty: 65304.742188
Iteration 110Q: 31 clusters Score -5.44161e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 8638 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15077 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 18547 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 11338 members 
Mstep: Class 14 contains 11144 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 162097 members 
Mstep: Class 17 contains 17643 members 
Mstep: Class 18 contains 204675 members 
Mstep: Class 19 contains 10330 members 
Mstep: Class 20 contains 25134 members 
Mstep: Class 21 contains 13162 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 1262 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 65894 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 6317 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416036.000000 Penalty: 65304.742188
Iteration 111Q: 31 clusters Score -5.441604e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10135 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 6804 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15072 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 18554 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 162066 members 
Mstep: Class 17 contains 17631 members 
Mstep: Class 18 contains 204668 members 
Mstep: Class 19 contains 10357 members 
Mstep: Class 20 contains 25142 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 8644 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 65902 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 6316 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416064.000000 Penalty: 65304.742188
Iteration 112Q: 31 clusters Score -5.441606e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 8691 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15069 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 18562 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 11335 members 
Mstep: Class 14 contains 11125 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 162043 members 
Mstep: Class 17 contains 17614 members 
Mstep: Class 18 contains 204658 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3025 members 
Mstep: Class 26 contains 65907 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 6316 members 
Mstep: Class 29 contains 1763 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416080.000000 Penalty: 65304.742188
Iteration 113Q: 31 clusters Score -5.441608e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10115 members 
Mstep: Class 3 contains 8729 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15060 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 162021 members 
Mstep: Class 17 contains 17604 members 
Mstep: Class 18 contains 204643 members 
Mstep: Class 19 contains 10400 members 
Mstep: Class 20 contains 25154 members 
Mstep: Class 21 contains 13150 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 65917 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416112.000000 Penalty: 65304.742188
Iteration 114Q: 31 clusters Score -5.441611e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10108 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 6826 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15048 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 18577 members 
Mstep: Class 10 contains 13405 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3715 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 11118 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 161987 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 204638 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 25156 members 
Mstep: Class 21 contains 13147 members 
Mstep: Class 22 contains 8635 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 65930 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 6309 members 
Mstep: Class 29 contains 1777 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416040.000000 Penalty: 65304.742188
Iteration 115Q: 31 clusters Score -5.441604e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10102 members 
Mstep: Class 3 contains 8773 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15040 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 18589 members 
Mstep: Class 10 contains 13367 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 11339 members 
Mstep: Class 14 contains 11112 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 161944 members 
Mstep: Class 17 contains 17585 members 
Mstep: Class 18 contains 204647 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 25161 members 
Mstep: Class 21 contains 13146 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 65935 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 31 clusters Score -5.441616e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15027 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 13345 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 11342 members 
Mstep: Class 14 contains 11101 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 161912 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 204649 members 
Mstep: Class 19 contains 10495 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 8608 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 65953 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 31 clusters Score -5.441626e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 15016 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 12674 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3737 members 
Mstep: Class 13 contains 11336 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 6220 members 
Mstep: Class 16 contains 161874 members 
Mstep: Class 17 contains 17567 members 
Mstep: Class 18 contains 204652 members 
Mstep: Class 19 contains 10528 members 
Mstep: Class 20 contains 25179 members 
Mstep: Class 21 contains 13144 members 
Mstep: Class 22 contains 8593 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 65960 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416176.000000 Penalty: 65304.742188
Iteration 118Q: 31 clusters Score -5.441618e+07 nChanged 260
Entering ConstructFrom: 
Score: -54416176.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -235844.750000 Penalty: 1293.779297
	Iteration 0F: 2 clusters Score -235844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -233241.875000 Penalty: 2587.558594
	Iteration 0F: 3 clusters Score -233241.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -233924.937500 Penalty: 2587.558594
	Iteration 1F: 3 clusters Score -233924.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -234072.218750 Penalty: 2587.558594
	Iteration 2F: 3 clusters Score -234072.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -234182.453125 Penalty: 2587.558594
	Iteration 3F: 3 clusters Score -234182.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -234273.203125 Penalty: 2587.558594
	Iteration 4Q: 3 clusters Score -234273.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -234358.828125 Penalty: 2587.558594
	Iteration 5Q: 3 clusters Score -234358.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -234481.984375 Penalty: 2587.558594
	Iteration 6Q: 3 clusters Score -234482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -234648.812500 Penalty: 2587.558594
	Iteration 7Q: 3 clusters Score -234648.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -234806.437500 Penalty: 2587.558594
	Iteration 8Q: 3 clusters Score -234806.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -234959.281250 Penalty: 2587.558594
	Iteration 9Q: 3 clusters Score -234959.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -235057.375000 Penalty: 2587.558594
	Iteration 10Q: 3 clusters Score -235057.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -235111.890625 Penalty: 2587.558594
	Iteration 11Q: 3 clusters Score -235111.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235141.687500 Penalty: 2587.558594
	Iteration 12Q: 3 clusters Score -235141.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -235158.812500 Penalty: 2587.558594
	Iteration 13Q: 3 clusters Score -235158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -235172.656250 Penalty: 2587.558594
	Iteration 14Q: 3 clusters Score -235172.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235190.906250 Penalty: 2587.558594
	Iteration 15Q: 3 clusters Score -235190.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235199.609375 Penalty: 2587.558594
	Iteration 16Q: 3 clusters Score -235199.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -235206.500000 Penalty: 2587.558594
	Iteration 17Q: 3 clusters Score -235206.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235212.546875 Penalty: 2587.558594
	Iteration 18Q: 3 clusters Score -235212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -235218.343750 Penalty: 2587.558594
	Iteration 19Q: 3 clusters Score -235218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -235228.484375 Penalty: 2587.558594
	Iteration 20F: 3 clusters Score -235228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -235231.390625 Penalty: 2587.558594
	Iteration 21Q: 3 clusters Score -235231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -235234.640625 Penalty: 2587.558594
	Iteration 22Q: 3 clusters Score -235234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -235236.546875 Penalty: 2587.558594
	Iteration 23Q: 3 clusters Score -235236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -235238.765625 Penalty: 2587.558594
	Iteration 24Q: 3 clusters Score -235238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -235241.046875 Penalty: 2587.558594
	Iteration 25Q: 3 clusters Score -235241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -235248.187500 Penalty: 2587.558594
	Iteration 26Q: 3 clusters Score -235248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -235255.218750 Penalty: 2587.558594
	Iteration 27Q: 3 clusters Score -235255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -235257.781250 Penalty: 2587.558594
	Iteration 28Q: 3 clusters Score -235257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -235260.421875 Penalty: 2587.558594
	Iteration 29Q: 3 clusters Score -235260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -235261.750000 Penalty: 2587.558594
	Iteration 30Q: 3 clusters Score -235261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235262.031250 Penalty: 2587.558594
	Iteration 31Q: 3 clusters Score -235262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235262.859375 Penalty: 2587.558594
	Iteration 32Q: 3 clusters Score -235262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235263.656250 Penalty: 2587.558594
	Iteration 33Q: 3 clusters Score -235263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235263.421875 Penalty: 2587.558594
	Iteration 34Q: 3 clusters Score -235263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235263.421875 Penalty: 2587.558594
	Iteration 35F: 3 clusters Score -235263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -875869.687500 Penalty: 1498.152466
	Iteration 0F: 2 clusters Score -875869.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -868675.625000 Penalty: 2996.304932
	Iteration 0F: 3 clusters Score -868675.6 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -870894.750000 Penalty: 2996.304932
	Iteration 1F: 3 clusters Score -870894.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -871140.312500 Penalty: 2996.304932
	Iteration 2F: 3 clusters Score -871140.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -871316.375000 Penalty: 2996.304932
	Iteration 3Q: 3 clusters Score -871316.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -871448.937500 Penalty: 2996.304932
	Iteration 4Q: 3 clusters Score -871448.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -871559.062500 Penalty: 2996.304932
	Iteration 5Q: 3 clusters Score -871559.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -871665.437500 Penalty: 2996.304932
	Iteration 6Q: 3 clusters Score -871665.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -871770.500000 Penalty: 2996.304932
	Iteration 7Q: 3 clusters Score -871770.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -871874.750000 Penalty: 2996.304932
	Iteration 8Q: 3 clusters Score -871874.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -871989.812500 Penalty: 2996.304932
	Iteration 9Q: 3 clusters Score -871989.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -872123.312500 Penalty: 2996.304932
	Iteration 10Q: 3 clusters Score -872123.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -872255.375000 Penalty: 2996.304932
	Iteration 11Q: 3 clusters Score -872255.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -872402.500000 Penalty: 2996.304932
	Iteration 12Q: 3 clusters Score -872402.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -872569.375000 Penalty: 2996.304932
	Iteration 13Q: 3 clusters Score -872569.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -872715.750000 Penalty: 2996.304932
	Iteration 14Q: 3 clusters Score -872715.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -872866.187500 Penalty: 2996.304932
	Iteration 15Q: 3 clusters Score -872866.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -873003.312500 Penalty: 2996.304932
	Iteration 16Q: 3 clusters Score -873003.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -873111.187500 Penalty: 2996.304932
	Iteration 17Q: 3 clusters Score -873111.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -873166.812500 Penalty: 2996.304932
	Iteration 18Q: 3 clusters Score -873166.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -873208.937500 Penalty: 2996.304932
	Iteration 19Q: 3 clusters Score -873208.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -873232.687500 Penalty: 2996.304932
	Iteration 20F: 3 clusters Score -873232.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -873254.437500 Penalty: 2996.304932
	Iteration 21Q: 3 clusters Score -873254.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -873275.187500 Penalty: 2996.304932
	Iteration 22Q: 3 clusters Score -873275.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -873300.812500 Penalty: 2996.304932
	Iteration 23Q: 3 clusters Score -873300.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -873329.875000 Penalty: 2996.304932
	Iteration 24Q: 3 clusters Score -873329.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -873354.625000 Penalty: 2996.304932
	Iteration 25Q: 3 clusters Score -873354.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -873379.250000 Penalty: 2996.304932
	Iteration 26Q: 3 clusters Score -873379.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -873402.187500 Penalty: 2996.304932
	Iteration 27Q: 3 clusters Score -873402.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -873423.000000 Penalty: 2996.304932
	Iteration 28Q: 3 clusters Score -873423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -873446.062500 Penalty: 2996.304932
	Iteration 29Q: 3 clusters Score -873446.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -873461.875000 Penalty: 2996.304932
	Iteration 30Q: 3 clusters Score -873461.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -873480.687500 Penalty: 2996.304932
	Iteration 31Q: 3 clusters Score -873480.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -873498.687500 Penalty: 2996.304932
	Iteration 32Q: 3 clusters Score -873498.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -873521.625000 Penalty: 2996.304932
	Iteration 33Q: 3 clusters Score -873521.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -873550.875000 Penalty: 2996.304932
	Iteration 34Q: 3 clusters Score -873550.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -873580.875000 Penalty: 2996.304932
	Iteration 35Q: 3 clusters Score -873580.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -873605.375000 Penalty: 2996.304932
	Iteration 36Q: 3 clusters Score -873605.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -873631.437500 Penalty: 2996.304932
	Iteration 37Q: 3 clusters Score -873631.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -873664.125000 Penalty: 2996.304932
	Iteration 38Q: 3 clusters Score -873664.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -873698.437500 Penalty: 2996.304932
	Iteration 39Q: 3 clusters Score -873698.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -873739.312500 Penalty: 2996.304932
	Iteration 40F: 3 clusters Score -873739.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -873780.687500 Penalty: 2996.304932
	Iteration 41Q: 3 clusters Score -873780.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -873837.625000 Penalty: 2996.304932
	Iteration 42Q: 3 clusters Score -873837.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -873884.437500 Penalty: 2996.304932
	Iteration 43Q: 3 clusters Score -873884.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -873925.625000 Penalty: 2996.304932
	Iteration 44Q: 3 clusters Score -873925.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -873960.812500 Penalty: 2996.304932
	Iteration 45Q: 3 clusters Score -873960.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -873992.000000 Penalty: 2996.304932
	Iteration 46Q: 3 clusters Score -873992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -874017.625000 Penalty: 2996.304932
	Iteration 47Q: 3 clusters Score -874017.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -874041.812500 Penalty: 2996.304932
	Iteration 48Q: 3 clusters Score -874041.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -874071.500000 Penalty: 2996.304932
	Iteration 49Q: 3 clusters Score -874071.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -874091.125000 Penalty: 2996.304932
	Iteration 50Q: 3 clusters Score -874091.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -874116.750000 Penalty: 2996.304932
	Iteration 51Q: 3 clusters Score -874116.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -874139.312500 Penalty: 2996.304932
	Iteration 52Q: 3 clusters Score -874139.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -874159.375000 Penalty: 2996.304932
	Iteration 53Q: 3 clusters Score -874159.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -874176.687500 Penalty: 2996.304932
	Iteration 54Q: 3 clusters Score -874176.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -874194.500000 Penalty: 2996.304932
	Iteration 55Q: 3 clusters Score -874194.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -874217.562500 Penalty: 2996.304932
	Iteration 56Q: 3 clusters Score -874217.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -874234.437500 Penalty: 2996.304932
	Iteration 57Q: 3 clusters Score -874234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -874249.562500 Penalty: 2996.304932
	Iteration 58Q: 3 clusters Score -874249.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -874262.812500 Penalty: 2996.304932
	Iteration 59Q: 3 clusters Score -874262.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -874278.625000 Penalty: 2996.304932
	Iteration 60F: 3 clusters Score -874278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -874289.875000 Penalty: 2996.304932
	Iteration 61Q: 3 clusters Score -874289.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -874303.375000 Penalty: 2996.304932
	Iteration 62Q: 3 clusters Score -874303.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -874319.312500 Penalty: 2996.304932
	Iteration 63Q: 3 clusters Score -874319.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -874330.312500 Penalty: 2996.304932
	Iteration 64Q: 3 clusters Score -874330.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -874336.062500 Penalty: 2996.304932
	Iteration 65Q: 3 clusters Score -874336.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -874342.062500 Penalty: 2996.304932
	Iteration 66Q: 3 clusters Score -874342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -874349.687500 Penalty: 2996.304932
	Iteration 67Q: 3 clusters Score -874349.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -874360.437500 Penalty: 2996.304932
	Iteration 68Q: 3 clusters Score -874360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -874369.000000 Penalty: 2996.304932
	Iteration 69Q: 3 clusters Score -874369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -874383.187500 Penalty: 2996.304932
	Iteration 70Q: 3 clusters Score -874383.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -874396.812500 Penalty: 2996.304932
	Iteration 71Q: 3 clusters Score -874396.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -874413.812500 Penalty: 2996.304932
	Iteration 72Q: 3 clusters Score -874413.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -874424.125000 Penalty: 2996.304932
	Iteration 73Q: 3 clusters Score -874424.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -874436.562500 Penalty: 2996.304932
	Iteration 74Q: 3 clusters Score -874436.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -874450.250000 Penalty: 2996.304932
	Iteration 75Q: 3 clusters Score -874450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -874469.062500 Penalty: 2996.304932
	Iteration 76Q: 3 clusters Score -874469.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -874486.062500 Penalty: 2996.304932
	Iteration 77Q: 3 clusters Score -874486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -874504.250000 Penalty: 2996.304932
	Iteration 78Q: 3 clusters Score -874504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -874515.812500 Penalty: 2996.304932
	Iteration 79Q: 3 clusters Score -874515.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -874524.937500 Penalty: 2996.304932
	Iteration 80F: 3 clusters Score -874524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -874528.625000 Penalty: 2996.304932
	Iteration 81Q: 3 clusters Score -874528.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -874535.125000 Penalty: 2996.304932
	Iteration 82Q: 3 clusters Score -874535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -874538.875000 Penalty: 2996.304932
	Iteration 83Q: 3 clusters Score -874538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -874541.687500 Penalty: 2996.304932
	Iteration 84Q: 3 clusters Score -874541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -874542.062500 Penalty: 2996.304932
	Iteration 85Q: 3 clusters Score -874542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -874542.500000 Penalty: 2996.304932
	Iteration 86Q: 3 clusters Score -874542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -874542.500000 Penalty: 2996.304932
	Iteration 87F: 3 clusters Score -874542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Entering Unmasked Estep 
Score: -710038.937500 Penalty: 1475.777954
	Iteration 0F: 2 clusters Score -710038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -703631.312500 Penalty: 2951.555908
	Iteration 0F: 3 clusters Score -703631.3 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -705718.875000 Penalty: 2951.555908
	Iteration 1F: 3 clusters Score -705718.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -706024.437500 Penalty: 2951.555908
	Iteration 2F: 3 clusters Score -706024.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -706305.375000 Penalty: 2951.555908
	Iteration 3F: 3 clusters Score -706305.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -706639.062500 Penalty: 2951.555908
	Iteration 4F: 3 clusters Score -706639.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -706997.312500 Penalty: 2951.555908
	Iteration 5F: 3 clusters Score -706997.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -707399.750000 Penalty: 2951.555908
	Iteration 6F: 3 clusters Score -707399.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -707821.750000 Penalty: 2951.555908
	Iteration 7F: 3 clusters Score -707821.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -708138.562500 Penalty: 2951.555908
	Iteration 8Q: 3 clusters Score -708138.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -708395.875000 Penalty: 2951.555908
	Iteration 9Q: 3 clusters Score -708395.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -708556.562500 Penalty: 2951.555908
	Iteration 10Q: 3 clusters Score -708556.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -708668.000000 Penalty: 2951.555908
	Iteration 11Q: 3 clusters Score -708668 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -708753.187500 Penalty: 2951.555908
	Iteration 12Q: 3 clusters Score -708753.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -708815.750000 Penalty: 2951.555908
	Iteration 13Q: 3 clusters Score -708815.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -708853.625000 Penalty: 2951.555908
	Iteration 14Q: 3 clusters Score -708853.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -708886.000000 Penalty: 2951.555908
	Iteration 15Q: 3 clusters Score -708886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -708907.187500 Penalty: 2951.555908
	Iteration 16Q: 3 clusters Score -708907.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -708919.937500 Penalty: 2951.555908
	Iteration 17Q: 3 clusters Score -708919.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -708928.937500 Penalty: 2951.555908
	Iteration 18Q: 3 clusters Score -708928.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -708937.437500 Penalty: 2951.555908
	Iteration 19Q: 3 clusters Score -708937.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -708941.750000 Penalty: 2951.555908
	Iteration 20F: 3 clusters Score -708941.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -708947.937500 Penalty: 2951.555908
	Iteration 21Q: 3 clusters Score -708947.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -708948.125000 Penalty: 2951.555908
	Iteration 22Q: 3 clusters Score -708948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -708949.187500 Penalty: 2951.555908
	Iteration 23Q: 3 clusters Score -708949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -708951.875000 Penalty: 2951.555908
	Iteration 24Q: 3 clusters Score -708951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -708952.250000 Penalty: 2951.555908
	Iteration 25Q: 3 clusters Score -708952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -708953.562500 Penalty: 2951.555908
	Iteration 26Q: 3 clusters Score -708953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -708953.062500 Penalty: 2951.555908
	Iteration 27Q: 3 clusters Score -708953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -708954.437500 Penalty: 2951.555908
	Iteration 28Q: 3 clusters Score -708954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708954.125000 Penalty: 2951.555908
	Iteration 29Q: 3 clusters Score -708954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -708955.437500 Penalty: 2951.555908
	Iteration 30Q: 3 clusters Score -708955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -708959.000000 Penalty: 2951.555908
	Iteration 31Q: 3 clusters Score -708959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -708958.812500 Penalty: 2951.555908
	Iteration 32Q: 3 clusters Score -708958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -708959.500000 Penalty: 2951.555908
	Iteration 33Q: 3 clusters Score -708959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -708958.875000 Penalty: 2951.555908
	Iteration 34Q: 3 clusters Score -708958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -708958.750000 Penalty: 2951.555908
	Iteration 35Q: 3 clusters Score -708958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -708958.312500 Penalty: 2951.555908
	Iteration 36Q: 3 clusters Score -708958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -708958.812500 Penalty: 2951.555908
	Iteration 37Q: 3 clusters Score -708958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -708960.062500 Penalty: 2951.555908
	Iteration 38Q: 3 clusters Score -708960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -708960.250000 Penalty: 2951.555908
	Iteration 39Q: 3 clusters Score -708960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -708960.625000 Penalty: 2951.555908
	Iteration 40F: 3 clusters Score -708960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -708960.062500 Penalty: 2951.555908
	Iteration 41Q: 3 clusters Score -708960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -708961.875000 Penalty: 2951.555908
	Iteration 42Q: 3 clusters Score -708961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -708962.187500 Penalty: 2951.555908
	Iteration 43Q: 3 clusters Score -708962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -708961.937500 Penalty: 2951.555908
	Iteration 44Q: 3 clusters Score -708961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -708962.562500 Penalty: 2951.555908
	Iteration 45Q: 3 clusters Score -708962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -708961.000000 Penalty: 2951.555908
	Iteration 46Q: 3 clusters Score -708961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -708962.187500 Penalty: 2951.555908
	Iteration 47Q: 3 clusters Score -708962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -708962.187500 Penalty: 2951.555908
	Iteration 48F: 3 clusters Score -708962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -578268.812500 Penalty: 1435.295410
	Iteration 0F: 2 clusters Score -578268.8 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 3419 members 
Entering Unmasked Estep 
Score: -573045.125000 Penalty: 2870.590820
	Iteration 0F: 3 clusters Score -573045.1 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -574592.687500 Penalty: 2870.590820
	Iteration 1F: 3 clusters Score -574592.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -574832.437500 Penalty: 2870.590820
	Iteration 2F: 3 clusters Score -574832.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -575011.312500 Penalty: 2870.590820
	Iteration 3F: 3 clusters Score -575011.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -575190.875000 Penalty: 2870.590820
	Iteration 4Q: 3 clusters Score -575190.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -575364.000000 Penalty: 2870.590820
	Iteration 5Q: 3 clusters Score -575364 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -575555.250000 Penalty: 2870.590820
	Iteration 6Q: 3 clusters Score -575555.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -575743.437500 Penalty: 2870.590820
	Iteration 7Q: 3 clusters Score -575743.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -575920.687500 Penalty: 2870.590820
	Iteration 8Q: 3 clusters Score -575920.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -576086.937500 Penalty: 2870.590820
	Iteration 9Q: 3 clusters Score -576086.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -576236.562500 Penalty: 2870.590820
	Iteration 10Q: 3 clusters Score -576236.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -576375.312500 Penalty: 2870.590820
	Iteration 11Q: 3 clusters Score -576375.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -576508.625000 Penalty: 2870.590820
	Iteration 12Q: 3 clusters Score -576508.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -576629.937500 Penalty: 2870.590820
	Iteration 13Q: 3 clusters Score -576629.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -576730.687500 Penalty: 2870.590820
	Iteration 14Q: 3 clusters Score -576730.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -576818.937500 Penalty: 2870.590820
	Iteration 15Q: 3 clusters Score -576818.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -576891.500000 Penalty: 2870.590820
	Iteration 16Q: 3 clusters Score -576891.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -576926.562500 Penalty: 2870.590820
	Iteration 17Q: 3 clusters Score -576926.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -576953.187500 Penalty: 2870.590820
	Iteration 18Q: 3 clusters Score -576953.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -576967.937500 Penalty: 2870.590820
	Iteration 19Q: 3 clusters Score -576967.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -576983.500000 Penalty: 2870.590820
	Iteration 20F: 3 clusters Score -576983.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -577000.687500 Penalty: 2870.590820
	Iteration 21Q: 3 clusters Score -577000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -577017.562500 Penalty: 2870.590820
	Iteration 22Q: 3 clusters Score -577017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -577025.750000 Penalty: 2870.590820
	Iteration 23Q: 3 clusters Score -577025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -577036.437500 Penalty: 2870.590820
	Iteration 24Q: 3 clusters Score -577036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -577042.875000 Penalty: 2870.590820
	Iteration 25Q: 3 clusters Score -577042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -577044.062500 Penalty: 2870.590820
	Iteration 26Q: 3 clusters Score -577044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -577045.375000 Penalty: 2870.590820
	Iteration 27Q: 3 clusters Score -577045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -577045.375000 Penalty: 2870.590820
	Iteration 28F: 3 clusters Score -577045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -370795.718750 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -370795.7 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 2221 members 
Entering Unmasked Estep 
Score: -367185.843750 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -367185.8 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -368225.562500 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -368225.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -368520.843750 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -368520.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -368796.500000 Penalty: 2728.530029
	Iteration 3F: 3 clusters Score -368796.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -368988.437500 Penalty: 2728.530029
	Iteration 4F: 3 clusters Score -368988.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -369165.187500 Penalty: 2728.530029
	Iteration 5F: 3 clusters Score -369165.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -369300.562500 Penalty: 2728.530029
	Iteration 6Q: 3 clusters Score -369300.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -369423.093750 Penalty: 2728.530029
	Iteration 7Q: 3 clusters Score -369423.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -369516.343750 Penalty: 2728.530029
	Iteration 8Q: 3 clusters Score -369516.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -369593.093750 Penalty: 2728.530029
	Iteration 9Q: 3 clusters Score -369593.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -369660.781250 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -369660.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -369718.562500 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -369718.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -369773.812500 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -369773.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -369824.625000 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -369824.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -369867.125000 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -369867.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -369903.718750 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -369903.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -369932.406250 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -369932.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -369958.406250 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -369958.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -369977.531250 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -369977.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -369995.156250 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -369995.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -370009.468750 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -370009.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -370019.500000 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -370019.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370024.718750 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -370024.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -370029.437500 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -370029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -370033.218750 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -370033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -370038.125000 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -370038.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -370045.156250 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -370045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -370051.000000 Penalty: 2728.530029
	Iteration 27Q: 3 clusters Score -370051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -370054.968750 Penalty: 2728.530029
	Iteration 28Q: 3 clusters Score -370055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -370058.312500 Penalty: 2728.530029
	Iteration 29Q: 3 clusters Score -370058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -370060.375000 Penalty: 2728.530029
	Iteration 30Q: 3 clusters Score -370060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370064.062500 Penalty: 2728.530029
	Iteration 31Q: 3 clusters Score -370064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -370065.031250 Penalty: 2728.530029
	Iteration 32Q: 3 clusters Score -370065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -370067.062500 Penalty: 2728.530029
	Iteration 33Q: 3 clusters Score -370067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -370068.625000 Penalty: 2728.530029
	Iteration 34Q: 3 clusters Score -370068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -370068.593750 Penalty: 2728.530029
	Iteration 35Q: 3 clusters Score -370068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -370069.312500 Penalty: 2728.530029
	Iteration 36Q: 3 clusters Score -370069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -370070.468750 Penalty: 2728.530029
	Iteration 37Q: 3 clusters Score -370070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -370070.718750 Penalty: 2728.530029
	Iteration 38Q: 3 clusters Score -370070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -370073.718750 Penalty: 2728.530029
	Iteration 39Q: 3 clusters Score -370073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370075.250000 Penalty: 2728.530029
	Iteration 40F: 3 clusters Score -370075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -370077.250000 Penalty: 2728.530029
	Iteration 41Q: 3 clusters Score -370077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370077.343750 Penalty: 2728.530029
	Iteration 42Q: 3 clusters Score -370077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -370078.093750 Penalty: 2728.530029
	Iteration 43Q: 3 clusters Score -370078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370078.656250 Penalty: 2728.530029
	Iteration 44Q: 3 clusters Score -370078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -370078.656250 Penalty: 2728.530029
	Iteration 45Q: 3 clusters Score -370078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -370080.750000 Penalty: 2728.530029
	Iteration 46Q: 3 clusters Score -370080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -370081.250000 Penalty: 2728.530029
	Iteration 47Q: 3 clusters Score -370081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -370081.125000 Penalty: 2728.530029
	Iteration 48Q: 3 clusters Score -370081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -370081.906250 Penalty: 2728.530029
	Iteration 49Q: 3 clusters Score -370081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -370082.687500 Penalty: 2728.530029
	Iteration 50Q: 3 clusters Score -370082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -370083.500000 Penalty: 2728.530029
	Iteration 51Q: 3 clusters Score -370083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -370083.937500 Penalty: 2728.530029
	Iteration 52Q: 3 clusters Score -370083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -370084.312500 Penalty: 2728.530029
	Iteration 53Q: 3 clusters Score -370084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -370085.093750 Penalty: 2728.530029
	Iteration 54Q: 3 clusters Score -370085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -370085.468750 Penalty: 2728.530029
	Iteration 55Q: 3 clusters Score -370085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -370085.437500 Penalty: 2728.530029
	Iteration 56Q: 3 clusters Score -370085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -370085.437500 Penalty: 2728.530029
	Iteration 57F: 3 clusters Score -370085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1287942.625000 Penalty: 1562.622559
	Iteration 0F: 2 clusters Score -1287943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1277564.750000 Penalty: 3125.245117
	Iteration 0F: 3 clusters Score -1277565 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1281093.125000 Penalty: 3125.245117
	Iteration 1F: 3 clusters Score -1281093 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1281395.750000 Penalty: 3125.245117
	Iteration 2F: 3 clusters Score -1281396 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1281644.000000 Penalty: 3125.245117
	Iteration 3Q: 3 clusters Score -1281644 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1281864.125000 Penalty: 3125.245117
	Iteration 4Q: 3 clusters Score -1281864 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1282084.625000 Penalty: 3125.245117
	Iteration 5Q: 3 clusters Score -1282085 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1282349.000000 Penalty: 3125.245117
	Iteration 6Q: 3 clusters Score -1282349 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1282670.250000 Penalty: 3125.245117
	Iteration 7Q: 3 clusters Score -1282670 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1283065.250000 Penalty: 3125.245117
	Iteration 8Q: 3 clusters Score -1283065 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1283562.250000 Penalty: 3125.245117
	Iteration 9Q: 3 clusters Score -1283562 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1284078.500000 Penalty: 3125.245117
	Iteration 10Q: 3 clusters Score -1284078 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1284568.500000 Penalty: 3125.245117
	Iteration 11Q: 3 clusters Score -1284568 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1285001.250000 Penalty: 3125.245117
	Iteration 12Q: 3 clusters Score -1285001 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1285315.500000 Penalty: 3125.245117
	Iteration 13Q: 3 clusters Score -1285316 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1285575.875000 Penalty: 3125.245117
	Iteration 14Q: 3 clusters Score -1285576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1285769.375000 Penalty: 3125.245117
	Iteration 15Q: 3 clusters Score -1285769 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1285955.500000 Penalty: 3125.245117
	Iteration 16Q: 3 clusters Score -1285956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1286105.000000 Penalty: 3125.245117
	Iteration 17Q: 3 clusters Score -1286105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1286218.375000 Penalty: 3125.245117
	Iteration 18Q: 3 clusters Score -1286218 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1286294.875000 Penalty: 3125.245117
	Iteration 19Q: 3 clusters Score -1286295 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1286342.250000 Penalty: 3125.245117
	Iteration 20F: 3 clusters Score -1286342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1286380.500000 Penalty: 3125.245117
	Iteration 21Q: 3 clusters Score -1286380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1286402.750000 Penalty: 3125.245117
	Iteration 22Q: 3 clusters Score -1286403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1286414.750000 Penalty: 3125.245117
	Iteration 23Q: 3 clusters Score -1286415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1286428.625000 Penalty: 3125.245117
	Iteration 24Q: 3 clusters Score -1286429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1286438.375000 Penalty: 3125.245117
	Iteration 25Q: 3 clusters Score -1286438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1286452.375000 Penalty: 3125.245117
	Iteration 26Q: 3 clusters Score -1286452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1286457.875000 Penalty: 3125.245117
	Iteration 27Q: 3 clusters Score -1286458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1286466.750000 Penalty: 3125.245117
	Iteration 28Q: 3 clusters Score -1286467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1286469.375000 Penalty: 3125.245117
	Iteration 29Q: 3 clusters Score -1286469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1286472.750000 Penalty: 3125.245117
	Iteration 30Q: 3 clusters Score -1286473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1286474.125000 Penalty: 3125.245117
	Iteration 31Q: 3 clusters Score -1286474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1286474.000000 Penalty: 3125.245117
	Iteration 32Q: 3 clusters Score -1286474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1286478.125000 Penalty: 3125.245117
	Iteration 33Q: 3 clusters Score -1286478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1286481.500000 Penalty: 3125.245117
	Iteration 34Q: 3 clusters Score -1286482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1286484.250000 Penalty: 3125.245117
	Iteration 35Q: 3 clusters Score -1286484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1286483.500000 Penalty: 3125.245117
	Iteration 36Q: 3 clusters Score -1286484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1286492.000000 Penalty: 3125.245117
	Iteration 37Q: 3 clusters Score -1286492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1286496.250000 Penalty: 3125.245117
	Iteration 38Q: 3 clusters Score -1286496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1286499.500000 Penalty: 3125.245117
	Iteration 39Q: 3 clusters Score -1286500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1286501.500000 Penalty: 3125.245117
	Iteration 40F: 3 clusters Score -1286502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1286503.000000 Penalty: 3125.245117
	Iteration 41Q: 3 clusters Score -1286503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1286505.375000 Penalty: 3125.245117
	Iteration 42Q: 3 clusters Score -1286505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1286510.500000 Penalty: 3125.245117
	Iteration 43Q: 3 clusters Score -1286510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1286514.625000 Penalty: 3125.245117
	Iteration 44Q: 3 clusters Score -1286515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1286515.750000 Penalty: 3125.245117
	Iteration 45Q: 3 clusters Score -1286516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1286518.625000 Penalty: 3125.245117
	Iteration 46Q: 3 clusters Score -1286519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1286520.500000 Penalty: 3125.245117
	Iteration 47Q: 3 clusters Score -1286520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1286522.500000 Penalty: 3125.245117
	Iteration 48Q: 3 clusters Score -1286522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1286523.250000 Penalty: 3125.245117
	Iteration 49Q: 3 clusters Score -1286523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1286524.500000 Penalty: 3125.245117
	Iteration 50Q: 3 clusters Score -1286524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1286524.250000 Penalty: 3125.245117
	Iteration 51Q: 3 clusters Score -1286524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1286526.750000 Penalty: 3125.245117
	Iteration 52Q: 3 clusters Score -1286527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1286527.875000 Penalty: 3125.245117
	Iteration 53Q: 3 clusters Score -1286528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1286527.750000 Penalty: 3125.245117
	Iteration 54Q: 3 clusters Score -1286528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1286528.625000 Penalty: 3125.245117
	Iteration 55Q: 3 clusters Score -1286529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1286532.000000 Penalty: 3125.245117
	Iteration 56Q: 3 clusters Score -1286532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1286533.125000 Penalty: 3125.245117
	Iteration 57Q: 3 clusters Score -1286533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1286534.625000 Penalty: 3125.245117
	Iteration 58Q: 3 clusters Score -1286535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1286533.750000 Penalty: 3125.245117
	Iteration 59Q: 3 clusters Score -1286534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1286535.875000 Penalty: 3125.245117
	Iteration 60F: 3 clusters Score -1286536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1286538.125000 Penalty: 3125.245117
	Iteration 61Q: 3 clusters Score -1286538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1286538.125000 Penalty: 3125.245117
	Iteration 62F: 3 clusters Score -1286538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -266740.250000 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -266740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -263928.937500 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -263928.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -264641.968750 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -264642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -264823.031250 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -264823 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -265014.906250 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -265014.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -265254.937500 Penalty: 2623.957031
	Iteration 4F: 3 clusters Score -265254.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -265520.281250 Penalty: 2623.957031
	Iteration 5F: 3 clusters Score -265520.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -265734.750000 Penalty: 2623.957031
	Iteration 6F: 3 clusters Score -265734.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -265868.812500 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -265868.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -265971.000000 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -265971 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -266026.156250 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -266026.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -266050.906250 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -266050.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -266063.562500 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -266063.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -266069.375000 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -266069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -266072.281250 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -266072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -266074.625000 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -266074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -266075.062500 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -266075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -266076.812500 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -266076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -266077.437500 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -266077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -266078.687500 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -266078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -266078.687500 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -266078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -266079.750000 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -266079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -266080.156250 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -266080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -266080.156250 Penalty: 2623.957031
	Iteration 22F: 3 clusters Score -266080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -1061144.375000 Penalty: 1535.238770
	Iteration 0F: 2 clusters Score -1061144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1052177.500000 Penalty: 3070.477539
	Iteration 0F: 3 clusters Score -1052178 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1055328.375000 Penalty: 3070.477539
	Iteration 1F: 3 clusters Score -1055328 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1055677.625000 Penalty: 3070.477539
	Iteration 2F: 3 clusters Score -1055678 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1056007.125000 Penalty: 3070.477539
	Iteration 3F: 3 clusters Score -1056007 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1056311.000000 Penalty: 3070.477539
	Iteration 4Q: 3 clusters Score -1056311 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1056666.875000 Penalty: 3070.477539
	Iteration 5Q: 3 clusters Score -1056667 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1057048.375000 Penalty: 3070.477539
	Iteration 6Q: 3 clusters Score -1057048 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1057421.375000 Penalty: 3070.477539
	Iteration 7Q: 3 clusters Score -1057421 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1057818.750000 Penalty: 3070.477539
	Iteration 8Q: 3 clusters Score -1057819 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1058219.125000 Penalty: 3070.477539
	Iteration 9Q: 3 clusters Score -1058219 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1058597.875000 Penalty: 3070.477539
	Iteration 10Q: 3 clusters Score -1058598 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1058875.625000 Penalty: 3070.477539
	Iteration 11Q: 3 clusters Score -1058876 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1059119.750000 Penalty: 3070.477539
	Iteration 12Q: 3 clusters Score -1059120 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1059304.125000 Penalty: 3070.477539
	Iteration 13Q: 3 clusters Score -1059304 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1059478.000000 Penalty: 3070.477539
	Iteration 14Q: 3 clusters Score -1059478 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1059625.500000 Penalty: 3070.477539
	Iteration 15Q: 3 clusters Score -1059626 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1059757.875000 Penalty: 3070.477539
	Iteration 16Q: 3 clusters Score -1059758 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1059907.125000 Penalty: 3070.477539
	Iteration 17Q: 3 clusters Score -1059907 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1060033.000000 Penalty: 3070.477539
	Iteration 18Q: 3 clusters Score -1060033 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1060128.375000 Penalty: 3070.477539
	Iteration 19Q: 3 clusters Score -1060128 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1060213.875000 Penalty: 3070.477539
	Iteration 20F: 3 clusters Score -1060214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1060268.875000 Penalty: 3070.477539
	Iteration 21Q: 3 clusters Score -1060269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1060312.375000 Penalty: 3070.477539
	Iteration 22Q: 3 clusters Score -1060312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1060349.250000 Penalty: 3070.477539
	Iteration 23Q: 3 clusters Score -1060349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1060380.000000 Penalty: 3070.477539
	Iteration 24Q: 3 clusters Score -1060380 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1060412.625000 Penalty: 3070.477539
	Iteration 25Q: 3 clusters Score -1060413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1060443.625000 Penalty: 3070.477539
	Iteration 26Q: 3 clusters Score -1060444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1060461.875000 Penalty: 3070.477539
	Iteration 27Q: 3 clusters Score -1060462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1060473.250000 Penalty: 3070.477539
	Iteration 28Q: 3 clusters Score -1060473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1060487.500000 Penalty: 3070.477539
	Iteration 29Q: 3 clusters Score -1060488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1060493.625000 Penalty: 3070.477539
	Iteration 30Q: 3 clusters Score -1060494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1060496.125000 Penalty: 3070.477539
	Iteration 31Q: 3 clusters Score -1060496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1060497.875000 Penalty: 3070.477539
	Iteration 32Q: 3 clusters Score -1060498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1060498.625000 Penalty: 3070.477539
	Iteration 33Q: 3 clusters Score -1060499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1060501.000000 Penalty: 3070.477539
	Iteration 34Q: 3 clusters Score -1060501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1060501.000000 Penalty: 3070.477539
	Iteration 35F: 3 clusters Score -1060501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -1595704.625000 Penalty: 1597.803345
	Iteration 0F: 2 clusters Score -1595705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1582837.500000 Penalty: 3195.606689
	Iteration 0F: 3 clusters Score -1582838 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1587510.875000 Penalty: 3195.606689
	Iteration 1F: 3 clusters Score -1587511 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1587924.875000 Penalty: 3195.606689
	Iteration 2F: 3 clusters Score -1587925 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1588304.250000 Penalty: 3195.606689
	Iteration 3F: 3 clusters Score -1588304 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1588713.000000 Penalty: 3195.606689
	Iteration 4Q: 3 clusters Score -1588713 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1589232.500000 Penalty: 3195.606689
	Iteration 5F: 3 clusters Score -1589232 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1589914.500000 Penalty: 3195.606689
	Iteration 6F: 3 clusters Score -1589914 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1590827.000000 Penalty: 3195.606689
	Iteration 7F: 3 clusters Score -1590827 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1591807.375000 Penalty: 3195.606689
	Iteration 8F: 3 clusters Score -1591807 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1592687.750000 Penalty: 3195.606689
	Iteration 9F: 3 clusters Score -1592688 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1593360.500000 Penalty: 3195.606689
	Iteration 10Q: 3 clusters Score -1593360 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1593857.500000 Penalty: 3195.606689
	Iteration 11Q: 3 clusters Score -1593858 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1594189.875000 Penalty: 3195.606689
	Iteration 12Q: 3 clusters Score -1594190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1594369.625000 Penalty: 3195.606689
	Iteration 13Q: 3 clusters Score -1594370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1594473.000000 Penalty: 3195.606689
	Iteration 14Q: 3 clusters Score -1594473 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1594525.750000 Penalty: 3195.606689
	Iteration 15Q: 3 clusters Score -1594526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1594571.125000 Penalty: 3195.606689
	Iteration 16Q: 3 clusters Score -1594571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1594588.500000 Penalty: 3195.606689
	Iteration 17Q: 3 clusters Score -1594588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1594598.125000 Penalty: 3195.606689
	Iteration 18Q: 3 clusters Score -1594598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1594603.375000 Penalty: 3195.606689
	Iteration 19Q: 3 clusters Score -1594603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1594609.125000 Penalty: 3195.606689
	Iteration 20F: 3 clusters Score -1594609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1594609.250000 Penalty: 3195.606689
	Iteration 21Q: 3 clusters Score -1594609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1594614.125000 Penalty: 3195.606689
	Iteration 22Q: 3 clusters Score -1594614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1594613.625000 Penalty: 3195.606689
	Iteration 23Q: 3 clusters Score -1594614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1594613.000000 Penalty: 3195.606689
	Iteration 24Q: 3 clusters Score -1594613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1594613.000000 Penalty: 3195.606689
	Iteration 25F: 3 clusters Score -1594613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Entering Unmasked Estep 
Score: -1062562.750000 Penalty: 1543.156250
	Iteration 0F: 2 clusters Score -1062563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1053263.250000 Penalty: 3086.312500
	Iteration 0F: 3 clusters Score -1053263 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1056669.375000 Penalty: 3086.312500
	Iteration 1F: 3 clusters Score -1056669 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1057217.625000 Penalty: 3086.312500
	Iteration 2F: 3 clusters Score -1057218 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1057735.125000 Penalty: 3086.312500
	Iteration 3F: 3 clusters Score -1057735 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1058273.500000 Penalty: 3086.312500
	Iteration 4F: 3 clusters Score -1058274 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1058792.250000 Penalty: 3086.312500
	Iteration 5F: 3 clusters Score -1058792 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1059236.125000 Penalty: 3086.312500
	Iteration 6F: 3 clusters Score -1059236 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1059563.000000 Penalty: 3086.312500
	Iteration 7Q: 3 clusters Score -1059563 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1059782.875000 Penalty: 3086.312500
	Iteration 8Q: 3 clusters Score -1059783 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1059965.125000 Penalty: 3086.312500
	Iteration 9Q: 3 clusters Score -1059965 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1060138.375000 Penalty: 3086.312500
	Iteration 10Q: 3 clusters Score -1060138 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1060307.750000 Penalty: 3086.312500
	Iteration 11Q: 3 clusters Score -1060308 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1060453.500000 Penalty: 3086.312500
	Iteration 12Q: 3 clusters Score -1060454 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1060564.875000 Penalty: 3086.312500
	Iteration 13Q: 3 clusters Score -1060565 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1060676.125000 Penalty: 3086.312500
	Iteration 14Q: 3 clusters Score -1060676 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1060770.625000 Penalty: 3086.312500
	Iteration 15Q: 3 clusters Score -1060771 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1060846.500000 Penalty: 3086.312500
	Iteration 16Q: 3 clusters Score -1060846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1060925.375000 Penalty: 3086.312500
	Iteration 17Q: 3 clusters Score -1060925 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1060994.250000 Penalty: 3086.312500
	Iteration 18Q: 3 clusters Score -1060994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1061054.125000 Penalty: 3086.312500
	Iteration 19Q: 3 clusters Score -1061054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1061109.125000 Penalty: 3086.312500
	Iteration 20F: 3 clusters Score -1061109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1061146.625000 Penalty: 3086.312500
	Iteration 21Q: 3 clusters Score -1061147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1061178.875000 Penalty: 3086.312500
	Iteration 22Q: 3 clusters Score -1061179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1061206.000000 Penalty: 3086.312500
	Iteration 23Q: 3 clusters Score -1061206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1061230.625000 Penalty: 3086.312500
	Iteration 24Q: 3 clusters Score -1061231 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1061251.125000 Penalty: 3086.312500
	Iteration 25Q: 3 clusters Score -1061251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1061263.750000 Penalty: 3086.312500
	Iteration 26Q: 3 clusters Score -1061264 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1061284.375000 Penalty: 3086.312500
	Iteration 27Q: 3 clusters Score -1061284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1061301.125000 Penalty: 3086.312500
	Iteration 28Q: 3 clusters Score -1061301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1061310.625000 Penalty: 3086.312500
	Iteration 29Q: 3 clusters Score -1061311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1061313.375000 Penalty: 3086.312500
	Iteration 30Q: 3 clusters Score -1061313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1061317.375000 Penalty: 3086.312500
	Iteration 31Q: 3 clusters Score -1061317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1061322.250000 Penalty: 3086.312500
	Iteration 32Q: 3 clusters Score -1061322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1061325.250000 Penalty: 3086.312500
	Iteration 33Q: 3 clusters Score -1061325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1061334.625000 Penalty: 3086.312500
	Iteration 34Q: 3 clusters Score -1061335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1061341.375000 Penalty: 3086.312500
	Iteration 35Q: 3 clusters Score -1061341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1061346.000000 Penalty: 3086.312500
	Iteration 36Q: 3 clusters Score -1061346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1061354.000000 Penalty: 3086.312500
	Iteration 37Q: 3 clusters Score -1061354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1061356.625000 Penalty: 3086.312500
	Iteration 38Q: 3 clusters Score -1061357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1061361.875000 Penalty: 3086.312500
	Iteration 39Q: 3 clusters Score -1061362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1061361.375000 Penalty: 3086.312500
	Iteration 40F: 3 clusters Score -1061361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1061363.125000 Penalty: 3086.312500
	Iteration 41Q: 3 clusters Score -1061363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1061362.000000 Penalty: 3086.312500
	Iteration 42Q: 3 clusters Score -1061362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1061363.250000 Penalty: 3086.312500
	Iteration 43Q: 3 clusters Score -1061363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1061366.750000 Penalty: 3086.312500
	Iteration 44Q: 3 clusters Score -1061367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1061369.500000 Penalty: 3086.312500
	Iteration 45Q: 3 clusters Score -1061370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1061370.125000 Penalty: 3086.312500
	Iteration 46Q: 3 clusters Score -1061370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1061369.750000 Penalty: 3086.312500
	Iteration 47Q: 3 clusters Score -1061370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1061372.750000 Penalty: 3086.312500
	Iteration 48Q: 3 clusters Score -1061373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1061374.000000 Penalty: 3086.312500
	Iteration 49Q: 3 clusters Score -1061374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1061371.750000 Penalty: 3086.312500
	Iteration 50Q: 3 clusters Score -1061372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1061372.750000 Penalty: 3086.312500
	Iteration 51Q: 3 clusters Score -1061373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1061376.125000 Penalty: 3086.312500
	Iteration 52Q: 3 clusters Score -1061376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1061377.875000 Penalty: 3086.312500
	Iteration 53Q: 3 clusters Score -1061378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1061382.625000 Penalty: 3086.312500
	Iteration 54Q: 3 clusters Score -1061383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1061389.000000 Penalty: 3086.312500
	Iteration 55Q: 3 clusters Score -1061389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1061394.500000 Penalty: 3086.312500
	Iteration 56Q: 3 clusters Score -1061394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1061400.250000 Penalty: 3086.312500
	Iteration 57Q: 3 clusters Score -1061400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1061401.625000 Penalty: 3086.312500
	Iteration 58Q: 3 clusters Score -1061402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1061405.625000 Penalty: 3086.312500
	Iteration 59Q: 3 clusters Score -1061406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1061409.375000 Penalty: 3086.312500
	Iteration 60F: 3 clusters Score -1061409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1061414.125000 Penalty: 3086.312500
	Iteration 61Q: 3 clusters Score -1061414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1061422.875000 Penalty: 3086.312500
	Iteration 62Q: 3 clusters Score -1061423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1061428.500000 Penalty: 3086.312500
	Iteration 63Q: 3 clusters Score -1061428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1061433.625000 Penalty: 3086.312500
	Iteration 64Q: 3 clusters Score -1061434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1061437.750000 Penalty: 3086.312500
	Iteration 65Q: 3 clusters Score -1061438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1061441.000000 Penalty: 3086.312500
	Iteration 66Q: 3 clusters Score -1061441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1061446.500000 Penalty: 3086.312500
	Iteration 67Q: 3 clusters Score -1061446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1061455.000000 Penalty: 3086.312500
	Iteration 68Q: 3 clusters Score -1061455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1061466.625000 Penalty: 3086.312500
	Iteration 69Q: 3 clusters Score -1061467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1061491.250000 Penalty: 3086.312500
	Iteration 70Q: 3 clusters Score -1061491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1061516.875000 Penalty: 3086.312500
	Iteration 71Q: 3 clusters Score -1061517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1061560.750000 Penalty: 3086.312500
	Iteration 72Q: 3 clusters Score -1061561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1061614.125000 Penalty: 3086.312500
	Iteration 73Q: 3 clusters Score -1061614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1061653.125000 Penalty: 3086.312500
	Iteration 74Q: 3 clusters Score -1061653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1061678.125000 Penalty: 3086.312500
	Iteration 75Q: 3 clusters Score -1061678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1061698.625000 Penalty: 3086.312500
	Iteration 76Q: 3 clusters Score -1061699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1061714.125000 Penalty: 3086.312500
	Iteration 77Q: 3 clusters Score -1061714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1061726.750000 Penalty: 3086.312500
	Iteration 78Q: 3 clusters Score -1061727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1061733.750000 Penalty: 3086.312500
	Iteration 79Q: 3 clusters Score -1061734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1061740.250000 Penalty: 3086.312500
	Iteration 80F: 3 clusters Score -1061740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1061749.375000 Penalty: 3086.312500
	Iteration 81Q: 3 clusters Score -1061749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1061757.875000 Penalty: 3086.312500
	Iteration 82Q: 3 clusters Score -1061758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1061764.875000 Penalty: 3086.312500
	Iteration 83Q: 3 clusters Score -1061765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1061775.250000 Penalty: 3086.312500
	Iteration 84Q: 3 clusters Score -1061775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1061785.000000 Penalty: 3086.312500
	Iteration 85Q: 3 clusters Score -1061785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1061792.875000 Penalty: 3086.312500
	Iteration 86Q: 3 clusters Score -1061793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1061796.125000 Penalty: 3086.312500
	Iteration 87Q: 3 clusters Score -1061796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1061802.625000 Penalty: 3086.312500
	Iteration 88Q: 3 clusters Score -1061803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1061806.250000 Penalty: 3086.312500
	Iteration 89Q: 3 clusters Score -1061806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1061810.125000 Penalty: 3086.312500
	Iteration 90Q: 3 clusters Score -1061810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1061813.125000 Penalty: 3086.312500
	Iteration 91Q: 3 clusters Score -1061813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1061819.000000 Penalty: 3086.312500
	Iteration 92Q: 3 clusters Score -1061819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1061818.625000 Penalty: 3086.312500
	Iteration 93Q: 3 clusters Score -1061819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1061820.250000 Penalty: 3086.312500
	Iteration 94Q: 3 clusters Score -1061820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1061819.875000 Penalty: 3086.312500
	Iteration 95Q: 3 clusters Score -1061820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1061822.875000 Penalty: 3086.312500
	Iteration 96Q: 3 clusters Score -1061823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1061826.000000 Penalty: 3086.312500
	Iteration 97Q: 3 clusters Score -1061826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1061828.000000 Penalty: 3086.312500
	Iteration 98Q: 3 clusters Score -1061828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1061834.375000 Penalty: 3086.312500
	Iteration 99Q: 3 clusters Score -1061834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1061833.625000 Penalty: 3086.312500
	Iteration 100F: 3 clusters Score -1061834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1061839.000000 Penalty: 3086.312500
	Iteration 101Q: 3 clusters Score -1061839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1061841.875000 Penalty: 3086.312500
	Iteration 102Q: 3 clusters Score -1061842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1061846.250000 Penalty: 3086.312500
	Iteration 103Q: 3 clusters Score -1061846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1061852.750000 Penalty: 3086.312500
	Iteration 104Q: 3 clusters Score -1061853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1061853.875000 Penalty: 3086.312500
	Iteration 105Q: 3 clusters Score -1061854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1061856.375000 Penalty: 3086.312500
	Iteration 106Q: 3 clusters Score -1061856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1061858.375000 Penalty: 3086.312500
	Iteration 107Q: 3 clusters Score -1061858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1061862.375000 Penalty: 3086.312500
	Iteration 108Q: 3 clusters Score -1061862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1061865.125000 Penalty: 3086.312500
	Iteration 109Q: 3 clusters Score -1061865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1061865.750000 Penalty: 3086.312500
	Iteration 110Q: 3 clusters Score -1061866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1061864.250000 Penalty: 3086.312500
	Iteration 111Q: 3 clusters Score -1061864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1061866.250000 Penalty: 3086.312500
	Iteration 112Q: 3 clusters Score -1061866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1061866.375000 Penalty: 3086.312500
	Iteration 113Q: 3 clusters Score -1061866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1061866.375000 Penalty: 3086.312500
	Iteration 114Q: 3 clusters Score -1061866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1061866.750000 Penalty: 3086.312500
	Iteration 115Q: 3 clusters Score -1061867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1061868.000000 Penalty: 3086.312500
	Iteration 116Q: 3 clusters Score -1061868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1061868.875000 Penalty: 3086.312500
	Iteration 117Q: 3 clusters Score -1061869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1061868.875000 Penalty: 3086.312500
	Iteration 118F: 3 clusters Score -1061869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -92934.054688 Penalty: 1143.231201
	Iteration 0F: 2 clusters Score -92934.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -91379.835938 Penalty: 2286.462402
	Iteration 0F: 3 clusters Score -91379.84 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91652.585938 Penalty: 2286.462402
	Iteration 1F: 3 clusters Score -91652.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91732.054688 Penalty: 2286.462402
	Iteration 2F: 3 clusters Score -91732.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91781.835938 Penalty: 2286.462402
	Iteration 3Q: 3 clusters Score -91781.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91811.578125 Penalty: 2286.462402
	Iteration 4Q: 3 clusters Score -91811.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91825.828125 Penalty: 2286.462402
	Iteration 5Q: 3 clusters Score -91825.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91830.093750 Penalty: 2286.462402
	Iteration 6Q: 3 clusters Score -91830.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91836.476562 Penalty: 2286.462402
	Iteration 7Q: 3 clusters Score -91836.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91841.539062 Penalty: 2286.462402
	Iteration 8Q: 3 clusters Score -91841.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91843.085938 Penalty: 2286.462402
	Iteration 9Q: 3 clusters Score -91843.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91844.164062 Penalty: 2286.462402
	Iteration 10Q: 3 clusters Score -91844.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91844.164062 Penalty: 2286.462402
	Iteration 11F: 3 clusters Score -91844.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -273803.500000 Penalty: 1336.948486
	Iteration 0F: 2 clusters Score -273803.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -270651.125000 Penalty: 2673.896973
	Iteration 0F: 3 clusters Score -270651.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -271631.531250 Penalty: 2673.896973
	Iteration 1F: 3 clusters Score -271631.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -271972.281250 Penalty: 2673.896973
	Iteration 2F: 3 clusters Score -271972.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -272275.187500 Penalty: 2673.896973
	Iteration 3F: 3 clusters Score -272275.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -272581.812500 Penalty: 2673.896973
	Iteration 4F: 3 clusters Score -272581.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -272821.812500 Penalty: 2673.896973
	Iteration 5F: 3 clusters Score -272821.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -272985.718750 Penalty: 2673.896973
	Iteration 6Q: 3 clusters Score -272985.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -273112.531250 Penalty: 2673.896973
	Iteration 7Q: 3 clusters Score -273112.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -273183.843750 Penalty: 2673.896973
	Iteration 8Q: 3 clusters Score -273183.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -273221.031250 Penalty: 2673.896973
	Iteration 9Q: 3 clusters Score -273221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -273249.968750 Penalty: 2673.896973
	Iteration 10Q: 3 clusters Score -273250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -273271.656250 Penalty: 2673.896973
	Iteration 11Q: 3 clusters Score -273271.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -273292.937500 Penalty: 2673.896973
	Iteration 12Q: 3 clusters Score -273292.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -273311.656250 Penalty: 2673.896973
	Iteration 13Q: 3 clusters Score -273311.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -273326.531250 Penalty: 2673.896973
	Iteration 14Q: 3 clusters Score -273326.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -273331.968750 Penalty: 2673.896973
	Iteration 15Q: 3 clusters Score -273332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -273336.468750 Penalty: 2673.896973
	Iteration 16Q: 3 clusters Score -273336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -273339.906250 Penalty: 2673.896973
	Iteration 17Q: 3 clusters Score -273339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -273341.687500 Penalty: 2673.896973
	Iteration 18Q: 3 clusters Score -273341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -273342.468750 Penalty: 2673.896973
	Iteration 19Q: 3 clusters Score -273342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -273343.562500 Penalty: 2673.896973
	Iteration 20F: 3 clusters Score -273343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -273343.968750 Penalty: 2673.896973
	Iteration 21Q: 3 clusters Score -273344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -273344.125000 Penalty: 2673.896973
	Iteration 22Q: 3 clusters Score -273344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -273344.125000 Penalty: 2673.896973
	Iteration 23F: 3 clusters Score -273344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Entering Unmasked Estep 
Score: -952880.562500 Penalty: 1516.928467
	Iteration 0F: 2 clusters Score -952880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -944992.875000 Penalty: 3033.856934
	Iteration 0F: 3 clusters Score -944992.9 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -947683.812500 Penalty: 3033.856934
	Iteration 1F: 3 clusters Score -947683.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -948091.375000 Penalty: 3033.856934
	Iteration 2F: 3 clusters Score -948091.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -948510.062500 Penalty: 3033.856934
	Iteration 3F: 3 clusters Score -948510.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -948916.250000 Penalty: 3033.856934
	Iteration 4F: 3 clusters Score -948916.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -949257.875000 Penalty: 3033.856934
	Iteration 5F: 3 clusters Score -949257.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -949592.312500 Penalty: 3033.856934
	Iteration 6F: 3 clusters Score -949592.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -949882.687500 Penalty: 3033.856934
	Iteration 7F: 3 clusters Score -949882.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -950162.687500 Penalty: 3033.856934
	Iteration 8Q: 3 clusters Score -950162.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -950465.000000 Penalty: 3033.856934
	Iteration 9Q: 3 clusters Score -950465 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -950829.125000 Penalty: 3033.856934
	Iteration 10Q: 3 clusters Score -950829.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -951231.187500 Penalty: 3033.856934
	Iteration 11Q: 3 clusters Score -951231.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -951609.062500 Penalty: 3033.856934
	Iteration 12Q: 3 clusters Score -951609.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -951847.625000 Penalty: 3033.856934
	Iteration 13Q: 3 clusters Score -951847.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -951987.000000 Penalty: 3033.856934
	Iteration 14Q: 3 clusters Score -951987 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -952080.000000 Penalty: 3033.856934
	Iteration 15Q: 3 clusters Score -952080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -952132.250000 Penalty: 3033.856934
	Iteration 16Q: 3 clusters Score -952132.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -952159.437500 Penalty: 3033.856934
	Iteration 17Q: 3 clusters Score -952159.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -952172.750000 Penalty: 3033.856934
	Iteration 18Q: 3 clusters Score -952172.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -952184.062500 Penalty: 3033.856934
	Iteration 19Q: 3 clusters Score -952184.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -952192.062500 Penalty: 3033.856934
	Iteration 20F: 3 clusters Score -952192.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -952194.187500 Penalty: 3033.856934
	Iteration 21Q: 3 clusters Score -952194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -952200.750000 Penalty: 3033.856934
	Iteration 22Q: 3 clusters Score -952200.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -952201.125000 Penalty: 3033.856934
	Iteration 23Q: 3 clusters Score -952201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -952203.625000 Penalty: 3033.856934
	Iteration 24Q: 3 clusters Score -952203.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -952208.062500 Penalty: 3033.856934
	Iteration 25Q: 3 clusters Score -952208.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -952208.750000 Penalty: 3033.856934
	Iteration 26Q: 3 clusters Score -952208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -952211.500000 Penalty: 3033.856934
	Iteration 27Q: 3 clusters Score -952211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -952209.437500 Penalty: 3033.856934
	Iteration 28Q: 3 clusters Score -952209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -952212.437500 Penalty: 3033.856934
	Iteration 29Q: 3 clusters Score -952212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -952211.375000 Penalty: 3033.856934
	Iteration 30Q: 3 clusters Score -952211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -952211.937500 Penalty: 3033.856934
	Iteration 31Q: 3 clusters Score -952211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -952211.062500 Penalty: 3033.856934
	Iteration 32Q: 3 clusters Score -952211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -952213.625000 Penalty: 3033.856934
	Iteration 33Q: 3 clusters Score -952213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -952215.000000 Penalty: 3033.856934
	Iteration 34Q: 3 clusters Score -952215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -952213.750000 Penalty: 3033.856934
	Iteration 35Q: 3 clusters Score -952213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -952213.750000 Penalty: 3033.856934
	Iteration 36Q: 3 clusters Score -952213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -952211.937500 Penalty: 3033.856934
	Iteration 37Q: 3 clusters Score -952211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -952212.187500 Penalty: 3033.856934
	Iteration 38Q: 3 clusters Score -952212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -952212.187500 Penalty: 3033.856934
	Iteration 39F: 3 clusters Score -952212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -904168.187500 Penalty: 1513.565674
	Iteration 0F: 2 clusters Score -904168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -896265.187500 Penalty: 3027.131348
	Iteration 0F: 3 clusters Score -896265.2 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -898919.687500 Penalty: 3027.131348
	Iteration 1F: 3 clusters Score -898919.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -899233.625000 Penalty: 3027.131348
	Iteration 2F: 3 clusters Score -899233.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -899527.437500 Penalty: 3027.131348
	Iteration 3F: 3 clusters Score -899527.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -899805.062500 Penalty: 3027.131348
	Iteration 4Q: 3 clusters Score -899805.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -900118.750000 Penalty: 3027.131348
	Iteration 5F: 3 clusters Score -900118.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -900420.500000 Penalty: 3027.131348
	Iteration 6Q: 3 clusters Score -900420.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -900733.562500 Penalty: 3027.131348
	Iteration 7Q: 3 clusters Score -900733.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -901036.187500 Penalty: 3027.131348
	Iteration 8Q: 3 clusters Score -901036.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -901356.625000 Penalty: 3027.131348
	Iteration 9Q: 3 clusters Score -901356.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -901677.062500 Penalty: 3027.131348
	Iteration 10Q: 3 clusters Score -901677.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -902052.562500 Penalty: 3027.131348
	Iteration 11Q: 3 clusters Score -902052.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -902403.875000 Penalty: 3027.131348
	Iteration 12Q: 3 clusters Score -902403.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -902716.062500 Penalty: 3027.131348
	Iteration 13Q: 3 clusters Score -902716.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -902970.375000 Penalty: 3027.131348
	Iteration 14Q: 3 clusters Score -902970.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -903160.375000 Penalty: 3027.131348
	Iteration 15Q: 3 clusters Score -903160.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -903295.562500 Penalty: 3027.131348
	Iteration 16Q: 3 clusters Score -903295.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -903390.250000 Penalty: 3027.131348
	Iteration 17Q: 3 clusters Score -903390.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -903453.625000 Penalty: 3027.131348
	Iteration 18Q: 3 clusters Score -903453.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -903488.312500 Penalty: 3027.131348
	Iteration 19Q: 3 clusters Score -903488.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -903502.062500 Penalty: 3027.131348
	Iteration 20F: 3 clusters Score -903502.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -903513.187500 Penalty: 3027.131348
	Iteration 21Q: 3 clusters Score -903513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -903518.625000 Penalty: 3027.131348
	Iteration 22Q: 3 clusters Score -903518.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -903526.125000 Penalty: 3027.131348
	Iteration 23Q: 3 clusters Score -903526.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -903529.812500 Penalty: 3027.131348
	Iteration 24Q: 3 clusters Score -903529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -903531.812500 Penalty: 3027.131348
	Iteration 25Q: 3 clusters Score -903531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -903531.500000 Penalty: 3027.131348
	Iteration 26Q: 3 clusters Score -903531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -903534.500000 Penalty: 3027.131348
	Iteration 27Q: 3 clusters Score -903534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -903532.687500 Penalty: 3027.131348
	Iteration 28Q: 3 clusters Score -903532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -903533.625000 Penalty: 3027.131348
	Iteration 29Q: 3 clusters Score -903533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -903537.312500 Penalty: 3027.131348
	Iteration 30Q: 3 clusters Score -903537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -903537.250000 Penalty: 3027.131348
	Iteration 31Q: 3 clusters Score -903537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -903538.062500 Penalty: 3027.131348
	Iteration 32Q: 3 clusters Score -903538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -903537.625000 Penalty: 3027.131348
	Iteration 33Q: 3 clusters Score -903537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -903537.687500 Penalty: 3027.131348
	Iteration 34Q: 3 clusters Score -903537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -903537.500000 Penalty: 3027.131348
	Iteration 35Q: 3 clusters Score -903537.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -903537.437500 Penalty: 3027.131348
	Iteration 36Q: 3 clusters Score -903537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -903537.312500 Penalty: 3027.131348
	Iteration 37Q: 3 clusters Score -903537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -903537.312500 Penalty: 3027.131348
	Iteration 38F: 3 clusters Score -903537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -516139.312500 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -516139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -511346.718750 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -511346.7 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -512921.531250 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -512921.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -513489.562500 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -513489.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -514181.593750 Penalty: 2839.098145
	Iteration 3F: 3 clusters Score -514181.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -514732.093750 Penalty: 2839.098145
	Iteration 4F: 3 clusters Score -514732.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -515138.281250 Penalty: 2839.098145
	Iteration 5F: 3 clusters Score -515138.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -515401.093750 Penalty: 2839.098145
	Iteration 6F: 3 clusters Score -515401.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -515537.937500 Penalty: 2839.098145
	Iteration 7Q: 3 clusters Score -515537.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -515610.343750 Penalty: 2839.098145
	Iteration 8Q: 3 clusters Score -515610.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -515656.625000 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -515656.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -515688.625000 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -515688.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -515711.312500 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -515711.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -515731.781250 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -515731.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -515751.593750 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -515751.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -515768.812500 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -515768.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -515782.843750 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -515782.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -515796.187500 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -515796.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -515806.531250 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -515806.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -515812.843750 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -515812.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -515824.968750 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -515825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -515837.156250 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -515837.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -515847.718750 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -515847.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -515855.062500 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -515855.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -515858.531250 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -515858.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -515863.187500 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -515863.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -515868.906250 Penalty: 2839.098145
	Iteration 25Q: 3 clusters Score -515868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -515873.281250 Penalty: 2839.098145
	Iteration 26Q: 3 clusters Score -515873.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -515876.125000 Penalty: 2839.098145
	Iteration 27Q: 3 clusters Score -515876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -515877.812500 Penalty: 2839.098145
	Iteration 28Q: 3 clusters Score -515877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -515878.750000 Penalty: 2839.098145
	Iteration 29Q: 3 clusters Score -515878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -515883.281250 Penalty: 2839.098145
	Iteration 30Q: 3 clusters Score -515883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -515888.250000 Penalty: 2839.098145
	Iteration 31Q: 3 clusters Score -515888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -515890.750000 Penalty: 2839.098145
	Iteration 32Q: 3 clusters Score -515890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -515892.156250 Penalty: 2839.098145
	Iteration 33Q: 3 clusters Score -515892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -515893.187500 Penalty: 2839.098145
	Iteration 34Q: 3 clusters Score -515893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -515894.531250 Penalty: 2839.098145
	Iteration 35Q: 3 clusters Score -515894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -515894.781250 Penalty: 2839.098145
	Iteration 36Q: 3 clusters Score -515894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -515894.531250 Penalty: 2839.098145
	Iteration 37Q: 3 clusters Score -515894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -515896.156250 Penalty: 2839.098145
	Iteration 38Q: 3 clusters Score -515896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -515896.218750 Penalty: 2839.098145
	Iteration 39Q: 3 clusters Score -515896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -515896.218750 Penalty: 2839.098145
	Iteration 40F: 3 clusters Score -515896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Entering Unmasked Estep 
Score: -13973282.000000 Penalty: 1949.078125
	Iteration 0F: 2 clusters Score -1.397328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -13864515.000000 Penalty: 3898.156250
	Iteration 0F: 3 clusters Score -1.386452e+07 nChanged 78313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 84036 members 
Entering Unmasked Estep 
Score: -13910889.000000 Penalty: 3898.156250
	Iteration 1F: 3 clusters Score -1.391089e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -13911922.000000 Penalty: 3898.156250
	Iteration 2Q: 3 clusters Score -1.391192e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -13913426.000000 Penalty: 3898.156250
	Iteration 3Q: 3 clusters Score -1.391343e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -13916016.000000 Penalty: 3898.156250
	Iteration 4Q: 3 clusters Score -1.391602e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -13920185.000000 Penalty: 3898.156250
	Iteration 5F: 3 clusters Score -1.392018e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -13926977.000000 Penalty: 3898.156250
	Iteration 6F: 3 clusters Score -1.392698e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -13936476.000000 Penalty: 3898.156250
	Iteration 7F: 3 clusters Score -1.393648e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
Score: -13947432.000000 Penalty: 3898.156250
	Iteration 8F: 3 clusters Score -1.394743e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 145403 members 
Entering Unmasked Estep 
Score: -13957266.000000 Penalty: 3898.156250
	Iteration 9F: 3 clusters Score -1.395727e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -13964403.000000 Penalty: 3898.156250
	Iteration 10Q: 3 clusters Score -1.39644e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -13968330.000000 Penalty: 3898.156250
	Iteration 11Q: 3 clusters Score -1.396833e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -13970109.000000 Penalty: 3898.156250
	Iteration 12Q: 3 clusters Score -1.397011e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -13970887.000000 Penalty: 3898.156250
	Iteration 13Q: 3 clusters Score -1.397089e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -13971296.000000 Penalty: 3898.156250
	Iteration 14Q: 3 clusters Score -1.39713e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -13971463.000000 Penalty: 3898.156250
	Iteration 15Q: 3 clusters Score -1.397146e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -13971546.000000 Penalty: 3898.156250
	Iteration 16Q: 3 clusters Score -1.397155e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -13971589.000000 Penalty: 3898.156250
	Iteration 17Q: 3 clusters Score -1.397159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -13971620.000000 Penalty: 3898.156250
	Iteration 18Q: 3 clusters Score -1.397162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -13971633.000000 Penalty: 3898.156250
	Iteration 19Q: 3 clusters Score -1.397163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -13971659.000000 Penalty: 3898.156250
	Iteration 20F: 3 clusters Score -1.397166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -13971669.000000 Penalty: 3898.156250
	Iteration 21Q: 3 clusters Score -1.397167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -13971673.000000 Penalty: 3898.156250
	Iteration 22Q: 3 clusters Score -1.397167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161482 members 
Entering Unmasked Estep 
Score: -13971681.000000 Penalty: 3898.156250
	Iteration 23Q: 3 clusters Score -1.397168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161480 members 
Entering Unmasked Estep 
Score: -13971681.000000 Penalty: 3898.156250
	Iteration 24Q: 3 clusters Score -1.397168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161476 members 
Entering Unmasked Estep 
Score: -13971685.000000 Penalty: 3898.156250
	Iteration 25Q: 3 clusters Score -1.397168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -13971683.000000 Penalty: 3898.156250
	Iteration 26Q: 3 clusters Score -1.397168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -13971691.000000 Penalty: 3898.156250
	Iteration 27Q: 3 clusters Score -1.397169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -13971696.000000 Penalty: 3898.156250
	Iteration 28Q: 3 clusters Score -1.39717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -13971694.000000 Penalty: 3898.156250
	Iteration 29Q: 3 clusters Score -1.397169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -13971699.000000 Penalty: 3898.156250
	Iteration 30Q: 3 clusters Score -1.39717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -13971711.000000 Penalty: 3898.156250
	Iteration 31Q: 3 clusters Score -1.397171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -13971718.000000 Penalty: 3898.156250
	Iteration 32Q: 3 clusters Score -1.397172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -13971724.000000 Penalty: 3898.156250
	Iteration 33Q: 3 clusters Score -1.397172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -13971722.000000 Penalty: 3898.156250
	Iteration 34Q: 3 clusters Score -1.397172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -13971721.000000 Penalty: 3898.156250
	Iteration 35Q: 3 clusters Score -1.397172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -13971721.000000 Penalty: 3898.156250
	Iteration 36F: 3 clusters Score -1.397172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Entering Unmasked Estep 
Score: -1511051.750000 Penalty: 1588.118530
	Iteration 0F: 2 clusters Score -1511052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1498958.250000 Penalty: 3176.237061
	Iteration 0F: 3 clusters Score -1498958 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1503135.875000 Penalty: 3176.237061
	Iteration 1F: 3 clusters Score -1503136 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1503454.625000 Penalty: 3176.237061
	Iteration 2Q: 3 clusters Score -1503455 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1503767.375000 Penalty: 3176.237061
	Iteration 3Q: 3 clusters Score -1503767 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1504104.250000 Penalty: 3176.237061
	Iteration 4Q: 3 clusters Score -1504104 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1504523.500000 Penalty: 3176.237061
	Iteration 5Q: 3 clusters Score -1504524 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1505018.375000 Penalty: 3176.237061
	Iteration 6F: 3 clusters Score -1505018 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1505640.250000 Penalty: 3176.237061
	Iteration 7F: 3 clusters Score -1505640 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1506383.875000 Penalty: 3176.237061
	Iteration 8F: 3 clusters Score -1506384 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1507170.250000 Penalty: 3176.237061
	Iteration 9F: 3 clusters Score -1507170 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1507873.625000 Penalty: 3176.237061
	Iteration 10F: 3 clusters Score -1507874 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1508487.375000 Penalty: 3176.237061
	Iteration 11Q: 3 clusters Score -1508487 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1508895.625000 Penalty: 3176.237061
	Iteration 12Q: 3 clusters Score -1508896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1509158.125000 Penalty: 3176.237061
	Iteration 13Q: 3 clusters Score -1509158 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1509312.250000 Penalty: 3176.237061
	Iteration 14Q: 3 clusters Score -1509312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1509419.250000 Penalty: 3176.237061
	Iteration 15Q: 3 clusters Score -1509419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1509491.500000 Penalty: 3176.237061
	Iteration 16Q: 3 clusters Score -1509492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1509563.250000 Penalty: 3176.237061
	Iteration 17Q: 3 clusters Score -1509563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1509612.625000 Penalty: 3176.237061
	Iteration 18Q: 3 clusters Score -1509613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1509666.125000 Penalty: 3176.237061
	Iteration 19Q: 3 clusters Score -1509666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1509716.875000 Penalty: 3176.237061
	Iteration 20F: 3 clusters Score -1509717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1509758.875000 Penalty: 3176.237061
	Iteration 21Q: 3 clusters Score -1509759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1509788.375000 Penalty: 3176.237061
	Iteration 22Q: 3 clusters Score -1509788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1509794.625000 Penalty: 3176.237061
	Iteration 23Q: 3 clusters Score -1509795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1509802.625000 Penalty: 3176.237061
	Iteration 24Q: 3 clusters Score -1509803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1509802.875000 Penalty: 3176.237061
	Iteration 25Q: 3 clusters Score -1509803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1509807.125000 Penalty: 3176.237061
	Iteration 26Q: 3 clusters Score -1509807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1509810.625000 Penalty: 3176.237061
	Iteration 27Q: 3 clusters Score -1509811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1509814.375000 Penalty: 3176.237061
	Iteration 28Q: 3 clusters Score -1509814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1509815.375000 Penalty: 3176.237061
	Iteration 29Q: 3 clusters Score -1509815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1509818.750000 Penalty: 3176.237061
	Iteration 30Q: 3 clusters Score -1509819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1509819.375000 Penalty: 3176.237061
	Iteration 31Q: 3 clusters Score -1509819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1509819.375000 Penalty: 3176.237061
	Iteration 32F: 3 clusters Score -1509819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (204662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204662 members 
Entering Unmasked Estep 
Score: -17649276.000000 Penalty: 1987.231323
	Iteration 0F: 2 clusters Score -1.764928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -17511198.000000 Penalty: 3974.462646
	Iteration 0F: 3 clusters Score -1.75112e+07 nChanged 99760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -17570332.000000 Penalty: 3974.462646
	Iteration 1F: 3 clusters Score -1.757033e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -17571698.000000 Penalty: 3974.462646
	Iteration 2Q: 3 clusters Score -1.75717e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -17573626.000000 Penalty: 3974.462646
	Iteration 3Q: 3 clusters Score -1.757363e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -17576446.000000 Penalty: 3974.462646
	Iteration 4Q: 3 clusters Score -1.757645e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -17580838.000000 Penalty: 3974.462646
	Iteration 5Q: 3 clusters Score -1.758084e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -17587158.000000 Penalty: 3974.462646
	Iteration 6F: 3 clusters Score -1.758716e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -17595610.000000 Penalty: 3974.462646
	Iteration 7F: 3 clusters Score -1.759561e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -17605158.000000 Penalty: 3974.462646
	Iteration 8F: 3 clusters Score -1.760516e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118182 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -17613196.000000 Penalty: 3974.462646
	Iteration 9F: 3 clusters Score -1.76132e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120642 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -17618182.000000 Penalty: 3974.462646
	Iteration 10Q: 3 clusters Score -1.761818e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -17620466.000000 Penalty: 3974.462646
	Iteration 11Q: 3 clusters Score -1.762047e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -17622200.000000 Penalty: 3974.462646
	Iteration 12Q: 3 clusters Score -1.76222e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127216 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -17623620.000000 Penalty: 3974.462646
	Iteration 13Q: 3 clusters Score -1.762362e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -17625158.000000 Penalty: 3974.462646
	Iteration 14Q: 3 clusters Score -1.762516e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131924 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -17626438.000000 Penalty: 3974.462646
	Iteration 15Q: 3 clusters Score -1.762644e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134358 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -17628024.000000 Penalty: 3974.462646
	Iteration 16Q: 3 clusters Score -1.762802e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -17629490.000000 Penalty: 3974.462646
	Iteration 17Q: 3 clusters Score -1.762949e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -17630848.000000 Penalty: 3974.462646
	Iteration 18Q: 3 clusters Score -1.763085e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -17632130.000000 Penalty: 3974.462646
	Iteration 19Q: 3 clusters Score -1.763213e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -17633052.000000 Penalty: 3974.462646
	Iteration 20F: 3 clusters Score -1.763305e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -17633948.000000 Penalty: 3974.462646
	Iteration 21Q: 3 clusters Score -1.763395e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147971 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -17634614.000000 Penalty: 3974.462646
	Iteration 22Q: 3 clusters Score -1.763461e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -17635190.000000 Penalty: 3974.462646
	Iteration 23Q: 3 clusters Score -1.763519e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151856 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -17635636.000000 Penalty: 3974.462646
	Iteration 24Q: 3 clusters Score -1.763564e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -17636094.000000 Penalty: 3974.462646
	Iteration 25Q: 3 clusters Score -1.763609e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155332 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -17636382.000000 Penalty: 3974.462646
	Iteration 26Q: 3 clusters Score -1.763638e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -17636640.000000 Penalty: 3974.462646
	Iteration 27Q: 3 clusters Score -1.763664e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -17637026.000000 Penalty: 3974.462646
	Iteration 28Q: 3 clusters Score -1.763703e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -17637338.000000 Penalty: 3974.462646
	Iteration 29Q: 3 clusters Score -1.763734e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -17637596.000000 Penalty: 3974.462646
	Iteration 30Q: 3 clusters Score -1.76376e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162808 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -17637856.000000 Penalty: 3974.462646
	Iteration 31Q: 3 clusters Score -1.763786e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -17638108.000000 Penalty: 3974.462646
	Iteration 32Q: 3 clusters Score -1.763811e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165535 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -17638270.000000 Penalty: 3974.462646
	Iteration 33Q: 3 clusters Score -1.763827e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -17638380.000000 Penalty: 3974.462646
	Iteration 34Q: 3 clusters Score -1.763838e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -17638556.000000 Penalty: 3974.462646
	Iteration 35Q: 3 clusters Score -1.763856e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -17638728.000000 Penalty: 3974.462646
	Iteration 36Q: 3 clusters Score -1.763873e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -17638908.000000 Penalty: 3974.462646
	Iteration 37Q: 3 clusters Score -1.763891e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -17639124.000000 Penalty: 3974.462646
	Iteration 38Q: 3 clusters Score -1.763912e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -17639270.000000 Penalty: 3974.462646
	Iteration 39Q: 3 clusters Score -1.763927e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173812 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -17639444.000000 Penalty: 3974.462646
	Iteration 40F: 3 clusters Score -1.763944e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -17639674.000000 Penalty: 3974.462646
	Iteration 41Q: 3 clusters Score -1.763967e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176137 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -17639856.000000 Penalty: 3974.462646
	Iteration 42Q: 3 clusters Score -1.763986e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -17640034.000000 Penalty: 3974.462646
	Iteration 43Q: 3 clusters Score -1.764003e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -17640194.000000 Penalty: 3974.462646
	Iteration 44Q: 3 clusters Score -1.764019e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179376 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -17640410.000000 Penalty: 3974.462646
	Iteration 45Q: 3 clusters Score -1.764041e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -17640566.000000 Penalty: 3974.462646
	Iteration 46Q: 3 clusters Score -1.764057e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181484 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -17640740.000000 Penalty: 3974.462646
	Iteration 47Q: 3 clusters Score -1.764074e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182567 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -17640956.000000 Penalty: 3974.462646
	Iteration 48Q: 3 clusters Score -1.764096e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183650 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -17641140.000000 Penalty: 3974.462646
	Iteration 49Q: 3 clusters Score -1.764114e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184710 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -17641298.000000 Penalty: 3974.462646
	Iteration 50Q: 3 clusters Score -1.76413e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -17641550.000000 Penalty: 3974.462646
	Iteration 51Q: 3 clusters Score -1.764155e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186876 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -17641812.000000 Penalty: 3974.462646
	Iteration 52Q: 3 clusters Score -1.764181e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -17642082.000000 Penalty: 3974.462646
	Iteration 53Q: 3 clusters Score -1.764208e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -17642368.000000 Penalty: 3974.462646
	Iteration 54Q: 3 clusters Score -1.764237e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -17642670.000000 Penalty: 3974.462646
	Iteration 55Q: 3 clusters Score -1.764267e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191705 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -17643016.000000 Penalty: 3974.462646
	Iteration 56Q: 3 clusters Score -1.764302e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192951 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -17643432.000000 Penalty: 3974.462646
	Iteration 57Q: 3 clusters Score -1.764343e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194182 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -17643794.000000 Penalty: 3974.462646
	Iteration 58Q: 3 clusters Score -1.764379e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -17644262.000000 Penalty: 3974.462646
	Iteration 59Q: 3 clusters Score -1.764426e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196576 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -17644720.000000 Penalty: 3974.462646
	Iteration 60F: 3 clusters Score -1.764472e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197647 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -17645204.000000 Penalty: 3974.462646
	Iteration 61Q: 3 clusters Score -1.76452e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198687 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -17645632.000000 Penalty: 3974.462646
	Iteration 62Q: 3 clusters Score -1.764563e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199609 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -17645998.000000 Penalty: 3974.462646
	Iteration 63Q: 3 clusters Score -1.7646e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200411 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -17646354.000000 Penalty: 3974.462646
	Iteration 64Q: 3 clusters Score -1.764635e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201072 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -17646620.000000 Penalty: 3974.462646
	Iteration 65Q: 3 clusters Score -1.764662e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201612 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17646876.000000 Penalty: 3974.462646
	Iteration 66Q: 3 clusters Score -1.764688e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202049 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17647058.000000 Penalty: 3974.462646
	Iteration 67Q: 3 clusters Score -1.764706e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202420 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -17647218.000000 Penalty: 3974.462646
	Iteration 68Q: 3 clusters Score -1.764722e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202693 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17647316.000000 Penalty: 3974.462646
	Iteration 69Q: 3 clusters Score -1.764732e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -17647410.000000 Penalty: 3974.462646
	Iteration 70Q: 3 clusters Score -1.764741e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203039 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -17647460.000000 Penalty: 3974.462646
	Iteration 71Q: 3 clusters Score -1.764746e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203147 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -17647526.000000 Penalty: 3974.462646
	Iteration 72Q: 3 clusters Score -1.764753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203238 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17647536.000000 Penalty: 3974.462646
	Iteration 73Q: 3 clusters Score -1.764754e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -17647572.000000 Penalty: 3974.462646
	Iteration 74Q: 3 clusters Score -1.764757e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203352 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17647604.000000 Penalty: 3974.462646
	Iteration 75Q: 3 clusters Score -1.76476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203384 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17647622.000000 Penalty: 3974.462646
	Iteration 76Q: 3 clusters Score -1.764762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203417 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17647636.000000 Penalty: 3974.462646
	Iteration 77Q: 3 clusters Score -1.764764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203441 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17647644.000000 Penalty: 3974.462646
	Iteration 78Q: 3 clusters Score -1.764764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203455 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3974.462646
	Iteration 79Q: 3 clusters Score -1.764765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3974.462646
	Iteration 80F: 3 clusters Score -1.764765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203490 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3974.462646
	Iteration 81Q: 3 clusters Score -1.764765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17647664.000000 Penalty: 3974.462646
	Iteration 82Q: 3 clusters Score -1.764766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203507 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -17647648.000000 Penalty: 3974.462646
	Iteration 83Q: 3 clusters Score -1.764765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203525 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17647652.000000 Penalty: 3974.462646
	Iteration 84Q: 3 clusters Score -1.764765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203546 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17647670.000000 Penalty: 3974.462646
	Iteration 85Q: 3 clusters Score -1.764767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203562 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17647664.000000 Penalty: 3974.462646
	Iteration 86Q: 3 clusters Score -1.764766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17647676.000000 Penalty: 3974.462646
	Iteration 87Q: 3 clusters Score -1.764768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203593 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17647676.000000 Penalty: 3974.462646
	Iteration 88Q: 3 clusters Score -1.764768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203602 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -17647678.000000 Penalty: 3974.462646
	Iteration 89Q: 3 clusters Score -1.764768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203616 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17647676.000000 Penalty: 3974.462646
	Iteration 90Q: 3 clusters Score -1.764768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203627 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17647682.000000 Penalty: 3974.462646
	Iteration 91Q: 3 clusters Score -1.764768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203637 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17647702.000000 Penalty: 3974.462646
	Iteration 92Q: 3 clusters Score -1.76477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203643 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17647706.000000 Penalty: 3974.462646
	Iteration 93Q: 3 clusters Score -1.764771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203650 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17647694.000000 Penalty: 3974.462646
	Iteration 94Q: 3 clusters Score -1.764769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203659 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17647684.000000 Penalty: 3974.462646
	Iteration 95Q: 3 clusters Score -1.764768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17647698.000000 Penalty: 3974.462646
	Iteration 96Q: 3 clusters Score -1.76477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203676 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17647704.000000 Penalty: 3974.462646
	Iteration 97Q: 3 clusters Score -1.76477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203683 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -17647698.000000 Penalty: 3974.462646
	Iteration 98Q: 3 clusters Score -1.76477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203687 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17647698.000000 Penalty: 3974.462646
	Iteration 99Q: 3 clusters Score -1.76477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203688 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -17647714.000000 Penalty: 3974.462646
	Iteration 100F: 3 clusters Score -1.764771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17647712.000000 Penalty: 3974.462646
	Iteration 101Q: 3 clusters Score -1.764771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203685 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17647712.000000 Penalty: 3974.462646
	Iteration 102F: 3 clusters Score -1.764771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Entering Unmasked Estep 
Score: -822364.562500 Penalty: 1505.796143
	Iteration 0F: 2 clusters Score -822364.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -814812.000000 Penalty: 3011.592285
	Iteration 0F: 3 clusters Score -814812 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -817519.437500 Penalty: 3011.592285
	Iteration 1F: 3 clusters Score -817519.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -817955.500000 Penalty: 3011.592285
	Iteration 2F: 3 clusters Score -817955.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -818372.625000 Penalty: 3011.592285
	Iteration 3F: 3 clusters Score -818372.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -818724.312500 Penalty: 3011.592285
	Iteration 4F: 3 clusters Score -818724.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -819023.187500 Penalty: 3011.592285
	Iteration 5Q: 3 clusters Score -819023.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -819291.937500 Penalty: 3011.592285
	Iteration 6Q: 3 clusters Score -819291.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -819515.312500 Penalty: 3011.592285
	Iteration 7Q: 3 clusters Score -819515.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -819714.750000 Penalty: 3011.592285
	Iteration 8Q: 3 clusters Score -819714.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -819877.500000 Penalty: 3011.592285
	Iteration 9Q: 3 clusters Score -819877.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -820026.562500 Penalty: 3011.592285
	Iteration 10Q: 3 clusters Score -820026.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -820154.250000 Penalty: 3011.592285
	Iteration 11Q: 3 clusters Score -820154.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -820282.937500 Penalty: 3011.592285
	Iteration 12Q: 3 clusters Score -820282.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -820389.125000 Penalty: 3011.592285
	Iteration 13Q: 3 clusters Score -820389.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -820471.625000 Penalty: 3011.592285
	Iteration 14Q: 3 clusters Score -820471.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -820542.125000 Penalty: 3011.592285
	Iteration 15Q: 3 clusters Score -820542.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -820607.187500 Penalty: 3011.592285
	Iteration 16Q: 3 clusters Score -820607.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -820645.375000 Penalty: 3011.592285
	Iteration 17Q: 3 clusters Score -820645.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -820688.500000 Penalty: 3011.592285
	Iteration 18Q: 3 clusters Score -820688.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -820723.375000 Penalty: 3011.592285
	Iteration 19Q: 3 clusters Score -820723.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -820756.687500 Penalty: 3011.592285
	Iteration 20F: 3 clusters Score -820756.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -820777.687500 Penalty: 3011.592285
	Iteration 21Q: 3 clusters Score -820777.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -820802.250000 Penalty: 3011.592285
	Iteration 22Q: 3 clusters Score -820802.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -820822.875000 Penalty: 3011.592285
	Iteration 23Q: 3 clusters Score -820822.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -820842.875000 Penalty: 3011.592285
	Iteration 24Q: 3 clusters Score -820842.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -820864.125000 Penalty: 3011.592285
	Iteration 25Q: 3 clusters Score -820864.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -820882.687500 Penalty: 3011.592285
	Iteration 26Q: 3 clusters Score -820882.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -820907.937500 Penalty: 3011.592285
	Iteration 27Q: 3 clusters Score -820907.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -820936.875000 Penalty: 3011.592285
	Iteration 28Q: 3 clusters Score -820936.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -820961.062500 Penalty: 3011.592285
	Iteration 29Q: 3 clusters Score -820961.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -820979.187500 Penalty: 3011.592285
	Iteration 30Q: 3 clusters Score -820979.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -820996.500000 Penalty: 3011.592285
	Iteration 31Q: 3 clusters Score -820996.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -821015.562500 Penalty: 3011.592285
	Iteration 32Q: 3 clusters Score -821015.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -821025.312500 Penalty: 3011.592285
	Iteration 33Q: 3 clusters Score -821025.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -821040.062500 Penalty: 3011.592285
	Iteration 34Q: 3 clusters Score -821040.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -821056.937500 Penalty: 3011.592285
	Iteration 35Q: 3 clusters Score -821056.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -821081.375000 Penalty: 3011.592285
	Iteration 36Q: 3 clusters Score -821081.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -821111.375000 Penalty: 3011.592285
	Iteration 37Q: 3 clusters Score -821111.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -821131.750000 Penalty: 3011.592285
	Iteration 38Q: 3 clusters Score -821131.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -821147.125000 Penalty: 3011.592285
	Iteration 39Q: 3 clusters Score -821147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -821157.375000 Penalty: 3011.592285
	Iteration 40F: 3 clusters Score -821157.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -821164.937500 Penalty: 3011.592285
	Iteration 41Q: 3 clusters Score -821164.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -821174.625000 Penalty: 3011.592285
	Iteration 42Q: 3 clusters Score -821174.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -821185.187500 Penalty: 3011.592285
	Iteration 43Q: 3 clusters Score -821185.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -821196.375000 Penalty: 3011.592285
	Iteration 44Q: 3 clusters Score -821196.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -821210.500000 Penalty: 3011.592285
	Iteration 45Q: 3 clusters Score -821210.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -821225.312500 Penalty: 3011.592285
	Iteration 46Q: 3 clusters Score -821225.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -821236.187500 Penalty: 3011.592285
	Iteration 47Q: 3 clusters Score -821236.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -821242.062500 Penalty: 3011.592285
	Iteration 48Q: 3 clusters Score -821242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -821242.000000 Penalty: 3011.592285
	Iteration 49Q: 3 clusters Score -821242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -821246.937500 Penalty: 3011.592285
	Iteration 50Q: 3 clusters Score -821246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -821253.437500 Penalty: 3011.592285
	Iteration 51Q: 3 clusters Score -821253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -821266.437500 Penalty: 3011.592285
	Iteration 52Q: 3 clusters Score -821266.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -821277.750000 Penalty: 3011.592285
	Iteration 53Q: 3 clusters Score -821277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -821284.750000 Penalty: 3011.592285
	Iteration 54Q: 3 clusters Score -821284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -821290.437500 Penalty: 3011.592285
	Iteration 55Q: 3 clusters Score -821290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -821292.375000 Penalty: 3011.592285
	Iteration 56Q: 3 clusters Score -821292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -821298.437500 Penalty: 3011.592285
	Iteration 57Q: 3 clusters Score -821298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -821299.250000 Penalty: 3011.592285
	Iteration 58Q: 3 clusters Score -821299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -821301.125000 Penalty: 3011.592285
	Iteration 59Q: 3 clusters Score -821301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -821302.687500 Penalty: 3011.592285
	Iteration 60F: 3 clusters Score -821302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -821304.125000 Penalty: 3011.592285
	Iteration 61Q: 3 clusters Score -821304.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -821309.312500 Penalty: 3011.592285
	Iteration 62Q: 3 clusters Score -821309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -821311.312500 Penalty: 3011.592285
	Iteration 63Q: 3 clusters Score -821311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -821314.000000 Penalty: 3011.592285
	Iteration 64Q: 3 clusters Score -821314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -821315.062500 Penalty: 3011.592285
	Iteration 65Q: 3 clusters Score -821315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -821315.875000 Penalty: 3011.592285
	Iteration 66Q: 3 clusters Score -821315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -821315.875000 Penalty: 3011.592285
	Iteration 67F: 3 clusters Score -821315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Entering Unmasked Estep 
Score: -2111858.750000 Penalty: 1646.743408
	Iteration 0F: 2 clusters Score -2111859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2094949.250000 Penalty: 3293.486816
	Iteration 0F: 3 clusters Score -2094949 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2101488.000000 Penalty: 3293.486816
	Iteration 1F: 3 clusters Score -2101488 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2102180.250000 Penalty: 3293.486816
	Iteration 2F: 3 clusters Score -2102180 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2102939.250000 Penalty: 3293.486816
	Iteration 3F: 3 clusters Score -2102939 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2103707.500000 Penalty: 3293.486816
	Iteration 4F: 3 clusters Score -2103708 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2104472.500000 Penalty: 3293.486816
	Iteration 5F: 3 clusters Score -2104472 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2105339.250000 Penalty: 3293.486816
	Iteration 6F: 3 clusters Score -2105339 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2106359.500000 Penalty: 3293.486816
	Iteration 7F: 3 clusters Score -2106360 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2107472.250000 Penalty: 3293.486816
	Iteration 8F: 3 clusters Score -2107472 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2108560.750000 Penalty: 3293.486816
	Iteration 9F: 3 clusters Score -2108561 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2109324.250000 Penalty: 3293.486816
	Iteration 10Q: 3 clusters Score -2109324 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2109753.250000 Penalty: 3293.486816
	Iteration 11Q: 3 clusters Score -2109753 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2109994.250000 Penalty: 3293.486816
	Iteration 12Q: 3 clusters Score -2109994 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2110126.000000 Penalty: 3293.486816
	Iteration 13Q: 3 clusters Score -2110126 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2110197.750000 Penalty: 3293.486816
	Iteration 14Q: 3 clusters Score -2110198 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2110261.250000 Penalty: 3293.486816
	Iteration 15Q: 3 clusters Score -2110261 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2110319.750000 Penalty: 3293.486816
	Iteration 16Q: 3 clusters Score -2110320 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2110355.000000 Penalty: 3293.486816
	Iteration 17Q: 3 clusters Score -2110355 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2110394.250000 Penalty: 3293.486816
	Iteration 18Q: 3 clusters Score -2110394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2110418.750000 Penalty: 3293.486816
	Iteration 19Q: 3 clusters Score -2110419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2110435.750000 Penalty: 3293.486816
	Iteration 20F: 3 clusters Score -2110436 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2110457.000000 Penalty: 3293.486816
	Iteration 21Q: 3 clusters Score -2110457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2110477.250000 Penalty: 3293.486816
	Iteration 22Q: 3 clusters Score -2110477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2110488.000000 Penalty: 3293.486816
	Iteration 23Q: 3 clusters Score -2110488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2110507.250000 Penalty: 3293.486816
	Iteration 24Q: 3 clusters Score -2110507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2110516.500000 Penalty: 3293.486816
	Iteration 25Q: 3 clusters Score -2110516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2110529.250000 Penalty: 3293.486816
	Iteration 26Q: 3 clusters Score -2110529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2110542.500000 Penalty: 3293.486816
	Iteration 27Q: 3 clusters Score -2110542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2110552.750000 Penalty: 3293.486816
	Iteration 28Q: 3 clusters Score -2110553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2110557.750000 Penalty: 3293.486816
	Iteration 29Q: 3 clusters Score -2110558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2110567.250000 Penalty: 3293.486816
	Iteration 30Q: 3 clusters Score -2110567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2110583.000000 Penalty: 3293.486816
	Iteration 31Q: 3 clusters Score -2110583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2110589.250000 Penalty: 3293.486816
	Iteration 32Q: 3 clusters Score -2110589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2110603.500000 Penalty: 3293.486816
	Iteration 33Q: 3 clusters Score -2110604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2110600.250000 Penalty: 3293.486816
	Iteration 34Q: 3 clusters Score -2110600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2110614.000000 Penalty: 3293.486816
	Iteration 35Q: 3 clusters Score -2110614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2110619.500000 Penalty: 3293.486816
	Iteration 36Q: 3 clusters Score -2110620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2110629.000000 Penalty: 3293.486816
	Iteration 37Q: 3 clusters Score -2110629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2110633.500000 Penalty: 3293.486816
	Iteration 38Q: 3 clusters Score -2110634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2110635.250000 Penalty: 3293.486816
	Iteration 39Q: 3 clusters Score -2110635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2110643.500000 Penalty: 3293.486816
	Iteration 40F: 3 clusters Score -2110644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2110655.250000 Penalty: 3293.486816
	Iteration 41Q: 3 clusters Score -2110655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2110660.000000 Penalty: 3293.486816
	Iteration 42Q: 3 clusters Score -2110660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2110670.250000 Penalty: 3293.486816
	Iteration 43Q: 3 clusters Score -2110670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2110679.500000 Penalty: 3293.486816
	Iteration 44Q: 3 clusters Score -2110680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2110700.500000 Penalty: 3293.486816
	Iteration 45Q: 3 clusters Score -2110700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2110719.500000 Penalty: 3293.486816
	Iteration 46Q: 3 clusters Score -2110720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2110731.000000 Penalty: 3293.486816
	Iteration 47Q: 3 clusters Score -2110731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2110741.000000 Penalty: 3293.486816
	Iteration 48Q: 3 clusters Score -2110741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2110747.500000 Penalty: 3293.486816
	Iteration 49Q: 3 clusters Score -2110748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2110759.000000 Penalty: 3293.486816
	Iteration 50Q: 3 clusters Score -2110759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2110773.250000 Penalty: 3293.486816
	Iteration 51Q: 3 clusters Score -2110773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2110789.500000 Penalty: 3293.486816
	Iteration 52Q: 3 clusters Score -2110790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2110795.000000 Penalty: 3293.486816
	Iteration 53Q: 3 clusters Score -2110795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2110797.000000 Penalty: 3293.486816
	Iteration 54Q: 3 clusters Score -2110797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2110806.500000 Penalty: 3293.486816
	Iteration 55Q: 3 clusters Score -2110806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2110818.750000 Penalty: 3293.486816
	Iteration 56Q: 3 clusters Score -2110819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2110828.750000 Penalty: 3293.486816
	Iteration 57Q: 3 clusters Score -2110829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2110828.250000 Penalty: 3293.486816
	Iteration 58Q: 3 clusters Score -2110828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2110834.750000 Penalty: 3293.486816
	Iteration 59Q: 3 clusters Score -2110835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2110834.750000 Penalty: 3293.486816
	Iteration 60F: 3 clusters Score -2110835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2110841.250000 Penalty: 3293.486816
	Iteration 61Q: 3 clusters Score -2110841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2110841.750000 Penalty: 3293.486816
	Iteration 62Q: 3 clusters Score -2110842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2110843.250000 Penalty: 3293.486816
	Iteration 63Q: 3 clusters Score -2110843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2110844.500000 Penalty: 3293.486816
	Iteration 64Q: 3 clusters Score -2110844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2110843.250000 Penalty: 3293.486816
	Iteration 65Q: 3 clusters Score -2110843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2110846.500000 Penalty: 3293.486816
	Iteration 66Q: 3 clusters Score -2110846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2110844.000000 Penalty: 3293.486816
	Iteration 67Q: 3 clusters Score -2110844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2110846.500000 Penalty: 3293.486816
	Iteration 68Q: 3 clusters Score -2110846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2110847.000000 Penalty: 3293.486816
	Iteration 69Q: 3 clusters Score -2110847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2110845.250000 Penalty: 3293.486816
	Iteration 70Q: 3 clusters Score -2110845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2110841.000000 Penalty: 3293.486816
	Iteration 71Q: 3 clusters Score -2110841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2110848.000000 Penalty: 3293.486816
	Iteration 72Q: 3 clusters Score -2110848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2110844.750000 Penalty: 3293.486816
	Iteration 73Q: 3 clusters Score -2110845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2110850.250000 Penalty: 3293.486816
	Iteration 74Q: 3 clusters Score -2110850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2110852.250000 Penalty: 3293.486816
	Iteration 75Q: 3 clusters Score -2110852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2110857.250000 Penalty: 3293.486816
	Iteration 76Q: 3 clusters Score -2110857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2110865.000000 Penalty: 3293.486816
	Iteration 77Q: 3 clusters Score -2110865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2110864.000000 Penalty: 3293.486816
	Iteration 78Q: 3 clusters Score -2110864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2110866.750000 Penalty: 3293.486816
	Iteration 79Q: 3 clusters Score -2110867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2110866.000000 Penalty: 3293.486816
	Iteration 80F: 3 clusters Score -2110866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2110872.500000 Penalty: 3293.486816
	Iteration 81Q: 3 clusters Score -2110872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2110871.000000 Penalty: 3293.486816
	Iteration 82Q: 3 clusters Score -2110871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2110872.750000 Penalty: 3293.486816
	Iteration 83Q: 3 clusters Score -2110873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2110876.500000 Penalty: 3293.486816
	Iteration 84Q: 3 clusters Score -2110876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2110878.500000 Penalty: 3293.486816
	Iteration 85Q: 3 clusters Score -2110878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2110882.750000 Penalty: 3293.486816
	Iteration 86Q: 3 clusters Score -2110883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2110886.750000 Penalty: 3293.486816
	Iteration 87Q: 3 clusters Score -2110887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2110889.000000 Penalty: 3293.486816
	Iteration 88Q: 3 clusters Score -2110889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2110886.000000 Penalty: 3293.486816
	Iteration 89Q: 3 clusters Score -2110886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2110891.500000 Penalty: 3293.486816
	Iteration 90Q: 3 clusters Score -2110892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2110893.500000 Penalty: 3293.486816
	Iteration 91Q: 3 clusters Score -2110894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2110894.500000 Penalty: 3293.486816
	Iteration 92Q: 3 clusters Score -2110894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2110895.250000 Penalty: 3293.486816
	Iteration 93Q: 3 clusters Score -2110895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2110897.500000 Penalty: 3293.486816
	Iteration 94Q: 3 clusters Score -2110898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2110899.750000 Penalty: 3293.486816
	Iteration 95Q: 3 clusters Score -2110900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2110899.750000 Penalty: 3293.486816
	Iteration 96Q: 3 clusters Score -2110900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2110898.000000 Penalty: 3293.486816
	Iteration 97Q: 3 clusters Score -2110898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2110897.000000 Penalty: 3293.486816
	Iteration 98Q: 3 clusters Score -2110897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2110893.750000 Penalty: 3293.486816
	Iteration 99Q: 3 clusters Score -2110894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2110896.750000 Penalty: 3293.486816
	Iteration 100F: 3 clusters Score -2110897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2110898.750000 Penalty: 3293.486816
	Iteration 101Q: 3 clusters Score -2110899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2110900.000000 Penalty: 3293.486816
	Iteration 102Q: 3 clusters Score -2110900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2110901.500000 Penalty: 3293.486816
	Iteration 103Q: 3 clusters Score -2110902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2110902.250000 Penalty: 3293.486816
	Iteration 104Q: 3 clusters Score -2110902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2110901.250000 Penalty: 3293.486816
	Iteration 105Q: 3 clusters Score -2110901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2110901.250000 Penalty: 3293.486816
	Iteration 106Q: 3 clusters Score -2110901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2110903.000000 Penalty: 3293.486816
	Iteration 107Q: 3 clusters Score -2110903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2110901.500000 Penalty: 3293.486816
	Iteration 108Q: 3 clusters Score -2110902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2110903.000000 Penalty: 3293.486816
	Iteration 109Q: 3 clusters Score -2110903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2110903.250000 Penalty: 3293.486816
	Iteration 110Q: 3 clusters Score -2110903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2110903.250000 Penalty: 3293.486816
	Iteration 111F: 3 clusters Score -2110903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1114135.375000 Penalty: 1541.067627
	Iteration 0F: 2 clusters Score -1114135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1104968.625000 Penalty: 3082.135254
	Iteration 0F: 3 clusters Score -1104969 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1108053.250000 Penalty: 3082.135254
	Iteration 1F: 3 clusters Score -1108053 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1108357.125000 Penalty: 3082.135254
	Iteration 2F: 3 clusters Score -1108357 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1108638.000000 Penalty: 3082.135254
	Iteration 3F: 3 clusters Score -1108638 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1108853.125000 Penalty: 3082.135254
	Iteration 4Q: 3 clusters Score -1108853 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1109034.125000 Penalty: 3082.135254
	Iteration 5Q: 3 clusters Score -1109034 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1109213.750000 Penalty: 3082.135254
	Iteration 6Q: 3 clusters Score -1109214 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1109421.375000 Penalty: 3082.135254
	Iteration 7Q: 3 clusters Score -1109421 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1109652.500000 Penalty: 3082.135254
	Iteration 8Q: 3 clusters Score -1109652 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1109918.125000 Penalty: 3082.135254
	Iteration 9Q: 3 clusters Score -1109918 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1110239.250000 Penalty: 3082.135254
	Iteration 10Q: 3 clusters Score -1110239 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1110596.000000 Penalty: 3082.135254
	Iteration 11Q: 3 clusters Score -1110596 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1110970.125000 Penalty: 3082.135254
	Iteration 12Q: 3 clusters Score -1110970 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1111314.375000 Penalty: 3082.135254
	Iteration 13Q: 3 clusters Score -1111314 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1111615.750000 Penalty: 3082.135254
	Iteration 14Q: 3 clusters Score -1111616 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1111870.500000 Penalty: 3082.135254
	Iteration 15Q: 3 clusters Score -1111870 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1112077.500000 Penalty: 3082.135254
	Iteration 16Q: 3 clusters Score -1112078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1112225.000000 Penalty: 3082.135254
	Iteration 17Q: 3 clusters Score -1112225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1112313.125000 Penalty: 3082.135254
	Iteration 18Q: 3 clusters Score -1112313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1112381.750000 Penalty: 3082.135254
	Iteration 19Q: 3 clusters Score -1112382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1112445.000000 Penalty: 3082.135254
	Iteration 20F: 3 clusters Score -1112445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1112494.250000 Penalty: 3082.135254
	Iteration 21Q: 3 clusters Score -1112494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1112542.750000 Penalty: 3082.135254
	Iteration 22Q: 3 clusters Score -1112543 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1112589.375000 Penalty: 3082.135254
	Iteration 23Q: 3 clusters Score -1112589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1112634.750000 Penalty: 3082.135254
	Iteration 24Q: 3 clusters Score -1112635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1112677.875000 Penalty: 3082.135254
	Iteration 25Q: 3 clusters Score -1112678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1112723.500000 Penalty: 3082.135254
	Iteration 26Q: 3 clusters Score -1112724 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1112759.125000 Penalty: 3082.135254
	Iteration 27Q: 3 clusters Score -1112759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1112791.000000 Penalty: 3082.135254
	Iteration 28Q: 3 clusters Score -1112791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1112809.375000 Penalty: 3082.135254
	Iteration 29Q: 3 clusters Score -1112809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1112834.375000 Penalty: 3082.135254
	Iteration 30Q: 3 clusters Score -1112834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1112855.125000 Penalty: 3082.135254
	Iteration 31Q: 3 clusters Score -1112855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1112879.875000 Penalty: 3082.135254
	Iteration 32Q: 3 clusters Score -1112880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1112901.000000 Penalty: 3082.135254
	Iteration 33Q: 3 clusters Score -1112901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1112923.500000 Penalty: 3082.135254
	Iteration 34Q: 3 clusters Score -1112924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1112942.375000 Penalty: 3082.135254
	Iteration 35Q: 3 clusters Score -1112942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1112952.875000 Penalty: 3082.135254
	Iteration 36Q: 3 clusters Score -1112953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1112968.500000 Penalty: 3082.135254
	Iteration 37Q: 3 clusters Score -1112968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1112988.750000 Penalty: 3082.135254
	Iteration 38Q: 3 clusters Score -1112989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1113006.750000 Penalty: 3082.135254
	Iteration 39Q: 3 clusters Score -1113007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1113022.000000 Penalty: 3082.135254
	Iteration 40F: 3 clusters Score -1113022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1113035.375000 Penalty: 3082.135254
	Iteration 41Q: 3 clusters Score -1113035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1113052.625000 Penalty: 3082.135254
	Iteration 42Q: 3 clusters Score -1113053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1113057.375000 Penalty: 3082.135254
	Iteration 43Q: 3 clusters Score -1113057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1113062.250000 Penalty: 3082.135254
	Iteration 44Q: 3 clusters Score -1113062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1113067.875000 Penalty: 3082.135254
	Iteration 45Q: 3 clusters Score -1113068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1113068.125000 Penalty: 3082.135254
	Iteration 46Q: 3 clusters Score -1113068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1113068.750000 Penalty: 3082.135254
	Iteration 47Q: 3 clusters Score -1113069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1113070.125000 Penalty: 3082.135254
	Iteration 48Q: 3 clusters Score -1113070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1113070.875000 Penalty: 3082.135254
	Iteration 49Q: 3 clusters Score -1113071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1113071.625000 Penalty: 3082.135254
	Iteration 50Q: 3 clusters Score -1113072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1113072.875000 Penalty: 3082.135254
	Iteration 51Q: 3 clusters Score -1113073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1113071.500000 Penalty: 3082.135254
	Iteration 52Q: 3 clusters Score -1113072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1113073.375000 Penalty: 3082.135254
	Iteration 53Q: 3 clusters Score -1113073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1113075.500000 Penalty: 3082.135254
	Iteration 54Q: 3 clusters Score -1113076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1113075.750000 Penalty: 3082.135254
	Iteration 55Q: 3 clusters Score -1113076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1113077.500000 Penalty: 3082.135254
	Iteration 56Q: 3 clusters Score -1113078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1113076.500000 Penalty: 3082.135254
	Iteration 57Q: 3 clusters Score -1113076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1113076.500000 Penalty: 3082.135254
	Iteration 58F: 3 clusters Score -1113076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -718111.500000 Penalty: 1471.812134
	Iteration 0F: 2 clusters Score -718111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -711890.625000 Penalty: 2943.624268
	Iteration 0F: 3 clusters Score -711890.6 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -713999.937500 Penalty: 2943.624268
	Iteration 1F: 3 clusters Score -713999.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -714366.375000 Penalty: 2943.624268
	Iteration 2F: 3 clusters Score -714366.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -714704.000000 Penalty: 2943.624268
	Iteration 3F: 3 clusters Score -714704 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -715041.812500 Penalty: 2943.624268
	Iteration 4F: 3 clusters Score -715041.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -715342.750000 Penalty: 2943.624268
	Iteration 5Q: 3 clusters Score -715342.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -715628.562500 Penalty: 2943.624268
	Iteration 6Q: 3 clusters Score -715628.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -715940.625000 Penalty: 2943.624268
	Iteration 7Q: 3 clusters Score -715940.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -716229.187500 Penalty: 2943.624268
	Iteration 8Q: 3 clusters Score -716229.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -716477.625000 Penalty: 2943.624268
	Iteration 9Q: 3 clusters Score -716477.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -716669.750000 Penalty: 2943.624268
	Iteration 10Q: 3 clusters Score -716669.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -716771.437500 Penalty: 2943.624268
	Iteration 11Q: 3 clusters Score -716771.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -716831.187500 Penalty: 2943.624268
	Iteration 12Q: 3 clusters Score -716831.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -716863.687500 Penalty: 2943.624268
	Iteration 13Q: 3 clusters Score -716863.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -716878.625000 Penalty: 2943.624268
	Iteration 14Q: 3 clusters Score -716878.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -716890.687500 Penalty: 2943.624268
	Iteration 15Q: 3 clusters Score -716890.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -716897.625000 Penalty: 2943.624268
	Iteration 16Q: 3 clusters Score -716897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -716902.875000 Penalty: 2943.624268
	Iteration 17Q: 3 clusters Score -716902.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -716904.375000 Penalty: 2943.624268
	Iteration 18Q: 3 clusters Score -716904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -716907.937500 Penalty: 2943.624268
	Iteration 19Q: 3 clusters Score -716907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -716912.562500 Penalty: 2943.624268
	Iteration 20F: 3 clusters Score -716912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -716915.375000 Penalty: 2943.624268
	Iteration 21Q: 3 clusters Score -716915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -716920.187500 Penalty: 2943.624268
	Iteration 22Q: 3 clusters Score -716920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -716921.562500 Penalty: 2943.624268
	Iteration 23Q: 3 clusters Score -716921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -716923.937500 Penalty: 2943.624268
	Iteration 24Q: 3 clusters Score -716923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -716926.625000 Penalty: 2943.624268
	Iteration 25Q: 3 clusters Score -716926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -716931.500000 Penalty: 2943.624268
	Iteration 26Q: 3 clusters Score -716931.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -716939.875000 Penalty: 2943.624268
	Iteration 27Q: 3 clusters Score -716939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -716946.937500 Penalty: 2943.624268
	Iteration 28Q: 3 clusters Score -716946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -716950.687500 Penalty: 2943.624268
	Iteration 29Q: 3 clusters Score -716950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -716952.375000 Penalty: 2943.624268
	Iteration 30Q: 3 clusters Score -716952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -716954.687500 Penalty: 2943.624268
	Iteration 31Q: 3 clusters Score -716954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -716957.375000 Penalty: 2943.624268
	Iteration 32Q: 3 clusters Score -716957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -716960.187500 Penalty: 2943.624268
	Iteration 33Q: 3 clusters Score -716960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -716960.187500 Penalty: 2943.624268
	Iteration 34Q: 3 clusters Score -716960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -716959.875000 Penalty: 2943.624268
	Iteration 35Q: 3 clusters Score -716959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -716962.000000 Penalty: 2943.624268
	Iteration 36Q: 3 clusters Score -716962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -716966.062500 Penalty: 2943.624268
	Iteration 37Q: 3 clusters Score -716966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -716967.312500 Penalty: 2943.624268
	Iteration 38Q: 3 clusters Score -716967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -716969.250000 Penalty: 2943.624268
	Iteration 39Q: 3 clusters Score -716969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -716970.562500 Penalty: 2943.624268
	Iteration 40F: 3 clusters Score -716970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -716971.000000 Penalty: 2943.624268
	Iteration 41Q: 3 clusters Score -716971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -716971.687500 Penalty: 2943.624268
	Iteration 42Q: 3 clusters Score -716971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -716974.062500 Penalty: 2943.624268
	Iteration 43Q: 3 clusters Score -716974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -716977.375000 Penalty: 2943.624268
	Iteration 44Q: 3 clusters Score -716977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -716979.625000 Penalty: 2943.624268
	Iteration 45Q: 3 clusters Score -716979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -716980.000000 Penalty: 2943.624268
	Iteration 46Q: 3 clusters Score -716980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -716981.312500 Penalty: 2943.624268
	Iteration 47Q: 3 clusters Score -716981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -716982.812500 Penalty: 2943.624268
	Iteration 48Q: 3 clusters Score -716982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -716984.625000 Penalty: 2943.624268
	Iteration 49Q: 3 clusters Score -716984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -716984.375000 Penalty: 2943.624268
	Iteration 50Q: 3 clusters Score -716984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -716984.375000 Penalty: 2943.624268
	Iteration 51F: 3 clusters Score -716984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -258194.515625 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -258194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -255381.093750 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -255381.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -256130.109375 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -256130.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -256290.937500 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -256290.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -256400.140625 Penalty: 2618.441650
	Iteration 3F: 3 clusters Score -256400.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -256465.750000 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -256465.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -256531.046875 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -256531 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -256593.578125 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -256593.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -256653.250000 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -256653.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -256712.593750 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -256712.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -256778.156250 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -256778.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -256848.406250 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -256848.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -256915.781250 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -256915.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -256994.843750 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -256994.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -257087.656250 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -257087.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -257216.718750 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -257216.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -257379.296875 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -257379.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -257524.000000 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -257524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -257659.312500 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -257659.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -257788.890625 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -257788.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -257923.937500 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -257923.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -258010.750000 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -258010.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -258047.484375 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -258047.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -258056.140625 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -258056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -258057.593750 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -258057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -258060.140625 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -258060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -258060.984375 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -258061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -258061.937500 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -258061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -258063.140625 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -258063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -258063.343750 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -258063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -258063.343750 Penalty: 2618.441650
	Iteration 29F: 3 clusters Score -258063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -103799.984375 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -103800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -102161.546875 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -102161.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102434.148438 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -102434.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102494.984375 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -102495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102541.476562 Penalty: 2320.389648
	Iteration 3Q: 3 clusters Score -102541.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102578.171875 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -102578.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102593.734375 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -102593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102608.578125 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -102608.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102625.515625 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -102625.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102642.742188 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -102642.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102657.960938 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -102658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102674.492188 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -102674.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102693.742188 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -102693.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102706.242188 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -102706.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102721.367188 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -102721.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102733.468750 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -102733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102752.492188 Penalty: 2320.389648
	Iteration 15Q: 3 clusters Score -102752.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102768.968750 Penalty: 2320.389648
	Iteration 16Q: 3 clusters Score -102769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102782.859375 Penalty: 2320.389648
	Iteration 17Q: 3 clusters Score -102782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102790.054688 Penalty: 2320.389648
	Iteration 18Q: 3 clusters Score -102790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102798.734375 Penalty: 2320.389648
	Iteration 19Q: 3 clusters Score -102798.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102808.156250 Penalty: 2320.389648
	Iteration 20F: 3 clusters Score -102808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102812.562500 Penalty: 2320.389648
	Iteration 21Q: 3 clusters Score -102812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -102814.812500 Penalty: 2320.389648
	Iteration 22Q: 3 clusters Score -102814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102817.859375 Penalty: 2320.389648
	Iteration 23Q: 3 clusters Score -102817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102821.507812 Penalty: 2320.389648
	Iteration 24Q: 3 clusters Score -102821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102823.789062 Penalty: 2320.389648
	Iteration 25Q: 3 clusters Score -102823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102824.359375 Penalty: 2320.389648
	Iteration 26Q: 3 clusters Score -102824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102824.359375 Penalty: 2320.389648
	Iteration 27F: 3 clusters Score -102824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -231638.187500 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -231638.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -228884.703125 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -228884.7 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -229851.078125 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -229851.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -230239.468750 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -230239.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -230691.140625 Penalty: 2609.141846
	Iteration 3F: 3 clusters Score -230691.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -231120.562500 Penalty: 2609.141846
	Iteration 4F: 3 clusters Score -231120.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -231497.046875 Penalty: 2609.141846
	Iteration 5F: 3 clusters Score -231497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -231800.343750 Penalty: 2609.141846
	Iteration 6F: 3 clusters Score -231800.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -232082.062500 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -232082.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -232266.953125 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -232267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -232358.718750 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -232358.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -232413.984375 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -232414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -232448.843750 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -232448.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -232458.421875 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -232458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -232463.296875 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -232463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -232466.609375 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -232466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -232467.765625 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -232467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -232468.093750 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -232468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -232468.093750 Penalty: 2609.141846
	Iteration 17F: 3 clusters Score -232468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 13311 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 11327 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 161834 members 
Mstep: Class 17 contains 17554 members 
Mstep: Class 18 contains 204662 members 
Mstep: Class 19 contains 10577 members 
Mstep: Class 20 contains 25180 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 8581 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 65970 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 2462 members 
Mstep: Class 31 contains 2130 members 
Entering Unmasked Estep 
Score: -54416208.000000 Penalty: 67481.570312
Splitting cluster 25 changes total score from -54416176.000000 to -54416208.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (65970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Entering Unmasked Estep 
Score: -5659583.000000 Penalty: 1803.255249
	Iteration 0F: 2 clusters Score -5659583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -5615471.000000 Penalty: 3606.510498
	Iteration 0F: 3 clusters Score -5615471 nChanged 31259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5634088.500000 Penalty: 3606.510498
	Iteration 1F: 3 clusters Score -5634088 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -5635438.500000 Penalty: 3606.510498
	Iteration 2Q: 3 clusters Score -5635438 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5637272.000000 Penalty: 3606.510498
	Iteration 3F: 3 clusters Score -5637272 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5639663.500000 Penalty: 3606.510498
	Iteration 4F: 3 clusters Score -5639664 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5642551.500000 Penalty: 3606.510498
	Iteration 5F: 3 clusters Score -5642552 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5645661.000000 Penalty: 3606.510498
	Iteration 6F: 3 clusters Score -5645661 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -5648348.500000 Penalty: 3606.510498
	Iteration 7F: 3 clusters Score -5648348 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -5650401.500000 Penalty: 3606.510498
	Iteration 8Q: 3 clusters Score -5650402 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -5651739.500000 Penalty: 3606.510498
	Iteration 9Q: 3 clusters Score -5651740 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -5652633.500000 Penalty: 3606.510498
	Iteration 10Q: 3 clusters Score -5652634 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -5653437.500000 Penalty: 3606.510498
	Iteration 11Q: 3 clusters Score -5653438 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -5654142.500000 Penalty: 3606.510498
	Iteration 12Q: 3 clusters Score -5654142 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -5654851.000000 Penalty: 3606.510498
	Iteration 13Q: 3 clusters Score -5654851 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -5655501.000000 Penalty: 3606.510498
	Iteration 14Q: 3 clusters Score -5655501 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -5656072.500000 Penalty: 3606.510498
	Iteration 15Q: 3 clusters Score -5656072 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -5656515.500000 Penalty: 3606.510498
	Iteration 16Q: 3 clusters Score -5656516 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -5656835.000000 Penalty: 3606.510498
	Iteration 17Q: 3 clusters Score -5656835 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -5657101.000000 Penalty: 3606.510498
	Iteration 18Q: 3 clusters Score -5657101 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -5657320.500000 Penalty: 3606.510498
	Iteration 19Q: 3 clusters Score -5657320 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -5657477.500000 Penalty: 3606.510498
	Iteration 20F: 3 clusters Score -5657478 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -5657643.500000 Penalty: 3606.510498
	Iteration 21Q: 3 clusters Score -5657644 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -5657747.000000 Penalty: 3606.510498
	Iteration 22Q: 3 clusters Score -5657747 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -5657844.000000 Penalty: 3606.510498
	Iteration 23Q: 3 clusters Score -5657844 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -5657905.000000 Penalty: 3606.510498
	Iteration 24Q: 3 clusters Score -5657905 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -5657970.000000 Penalty: 3606.510498
	Iteration 25Q: 3 clusters Score -5657970 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -5658019.500000 Penalty: 3606.510498
	Iteration 26Q: 3 clusters Score -5658020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -5658058.500000 Penalty: 3606.510498
	Iteration 27Q: 3 clusters Score -5658058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -5658074.500000 Penalty: 3606.510498
	Iteration 28Q: 3 clusters Score -5658074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -5658079.500000 Penalty: 3606.510498
	Iteration 29Q: 3 clusters Score -5658080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -5658102.500000 Penalty: 3606.510498
	Iteration 30Q: 3 clusters Score -5658102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -5658108.000000 Penalty: 3606.510498
	Iteration 31Q: 3 clusters Score -5658108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -5658131.500000 Penalty: 3606.510498
	Iteration 32Q: 3 clusters Score -5658132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -5658140.500000 Penalty: 3606.510498
	Iteration 33Q: 3 clusters Score -5658140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -5658140.500000 Penalty: 3606.510498
	Iteration 34Q: 3 clusters Score -5658140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -5658143.500000 Penalty: 3606.510498
	Iteration 35Q: 3 clusters Score -5658144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -5658149.000000 Penalty: 3606.510498
	Iteration 36Q: 3 clusters Score -5658149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -5658157.000000 Penalty: 3606.510498
	Iteration 37Q: 3 clusters Score -5658157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -5658171.500000 Penalty: 3606.510498
	Iteration 38Q: 3 clusters Score -5658172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -5658185.500000 Penalty: 3606.510498
	Iteration 39Q: 3 clusters Score -5658186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -5658174.000000 Penalty: 3606.510498
	Iteration 40F: 3 clusters Score -5658174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -5658190.000000 Penalty: 3606.510498
	Iteration 41Q: 3 clusters Score -5658190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -5658207.000000 Penalty: 3606.510498
	Iteration 42Q: 3 clusters Score -5658207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -5658221.000000 Penalty: 3606.510498
	Iteration 43Q: 3 clusters Score -5658221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -5658231.500000 Penalty: 3606.510498
	Iteration 44Q: 3 clusters Score -5658232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -5658237.000000 Penalty: 3606.510498
	Iteration 45Q: 3 clusters Score -5658237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -5658237.500000 Penalty: 3606.510498
	Iteration 46Q: 3 clusters Score -5658238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -5658232.500000 Penalty: 3606.510498
	Iteration 47Q: 3 clusters Score -5658232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -5658228.500000 Penalty: 3606.510498
	Iteration 48Q: 3 clusters Score -5658228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -5658244.000000 Penalty: 3606.510498
	Iteration 49Q: 3 clusters Score -5658244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -5658246.000000 Penalty: 3606.510498
	Iteration 50Q: 3 clusters Score -5658246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -5658245.000000 Penalty: 3606.510498
	Iteration 51Q: 3 clusters Score -5658245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -5658247.500000 Penalty: 3606.510498
	Iteration 52Q: 3 clusters Score -5658248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -5658243.500000 Penalty: 3606.510498
	Iteration 53Q: 3 clusters Score -5658244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -5658243.500000 Penalty: 3606.510498
	Iteration 54F: 3 clusters Score -5658244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -188658.390625 Penalty: 1260.103271
	Iteration 0F: 2 clusters Score -188658.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -186391.703125 Penalty: 2520.206543
	Iteration 0F: 3 clusters Score -186391.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -186986.593750 Penalty: 2520.206543
	Iteration 1F: 3 clusters Score -186986.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -187121.703125 Penalty: 2520.206543
	Iteration 2F: 3 clusters Score -187121.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -187229.906250 Penalty: 2520.206543
	Iteration 3F: 3 clusters Score -187229.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -187304.671875 Penalty: 2520.206543
	Iteration 4Q: 3 clusters Score -187304.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -187412.000000 Penalty: 2520.206543
	Iteration 5Q: 3 clusters Score -187412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -187535.859375 Penalty: 2520.206543
	Iteration 6F: 3 clusters Score -187535.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -187668.125000 Penalty: 2520.206543
	Iteration 7F: 3 clusters Score -187668.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -187790.187500 Penalty: 2520.206543
	Iteration 8F: 3 clusters Score -187790.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -187903.609375 Penalty: 2520.206543
	Iteration 9Q: 3 clusters Score -187903.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -187983.484375 Penalty: 2520.206543
	Iteration 10Q: 3 clusters Score -187983.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -188042.031250 Penalty: 2520.206543
	Iteration 11Q: 3 clusters Score -188042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -188083.406250 Penalty: 2520.206543
	Iteration 12Q: 3 clusters Score -188083.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -188116.312500 Penalty: 2520.206543
	Iteration 13Q: 3 clusters Score -188116.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -188143.750000 Penalty: 2520.206543
	Iteration 14Q: 3 clusters Score -188143.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -188159.546875 Penalty: 2520.206543
	Iteration 15Q: 3 clusters Score -188159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -188168.703125 Penalty: 2520.206543
	Iteration 16Q: 3 clusters Score -188168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -188173.156250 Penalty: 2520.206543
	Iteration 17Q: 3 clusters Score -188173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -188180.593750 Penalty: 2520.206543
	Iteration 18Q: 3 clusters Score -188180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -188184.609375 Penalty: 2520.206543
	Iteration 19Q: 3 clusters Score -188184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -188188.562500 Penalty: 2520.206543
	Iteration 20F: 3 clusters Score -188188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -188192.859375 Penalty: 2520.206543
	Iteration 21Q: 3 clusters Score -188192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -188195.906250 Penalty: 2520.206543
	Iteration 22Q: 3 clusters Score -188195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -188201.156250 Penalty: 2520.206543
	Iteration 23Q: 3 clusters Score -188201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -188202.828125 Penalty: 2520.206543
	Iteration 24Q: 3 clusters Score -188202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -188204.046875 Penalty: 2520.206543
	Iteration 25Q: 3 clusters Score -188204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -188205.031250 Penalty: 2520.206543
	Iteration 26Q: 3 clusters Score -188205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -188206.750000 Penalty: 2520.206543
	Iteration 27Q: 3 clusters Score -188206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -188209.562500 Penalty: 2520.206543
	Iteration 28Q: 3 clusters Score -188209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -188211.078125 Penalty: 2520.206543
	Iteration 29Q: 3 clusters Score -188211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -188213.015625 Penalty: 2520.206543
	Iteration 30Q: 3 clusters Score -188213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -188215.000000 Penalty: 2520.206543
	Iteration 31Q: 3 clusters Score -188215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -188218.109375 Penalty: 2520.206543
	Iteration 32Q: 3 clusters Score -188218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -188219.718750 Penalty: 2520.206543
	Iteration 33Q: 3 clusters Score -188219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -188220.531250 Penalty: 2520.206543
	Iteration 34Q: 3 clusters Score -188220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -188220.781250 Penalty: 2520.206543
	Iteration 35Q: 3 clusters Score -188220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -188220.781250 Penalty: 2520.206543
	Iteration 36F: 3 clusters Score -188220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -530797.750000 Penalty: 1421.547974
	Iteration 0F: 2 clusters Score -530797.8 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 3103 members 
Entering Unmasked Estep 
Score: -525974.625000 Penalty: 2843.095947
	Iteration 0F: 3 clusters Score -525974.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -527480.312500 Penalty: 2843.095947
	Iteration 1F: 3 clusters Score -527480.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -527734.750000 Penalty: 2843.095947
	Iteration 2F: 3 clusters Score -527734.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -527979.187500 Penalty: 2843.095947
	Iteration 3F: 3 clusters Score -527979.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -528235.437500 Penalty: 2843.095947
	Iteration 4F: 3 clusters Score -528235.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -528548.062500 Penalty: 2843.095947
	Iteration 5F: 3 clusters Score -528548.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -528884.062500 Penalty: 2843.095947
	Iteration 6F: 3 clusters Score -528884.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -529181.312500 Penalty: 2843.095947
	Iteration 7F: 3 clusters Score -529181.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529397.062500 Penalty: 2843.095947
	Iteration 8Q: 3 clusters Score -529397.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -529566.000000 Penalty: 2843.095947
	Iteration 9Q: 3 clusters Score -529566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -529680.750000 Penalty: 2843.095947
	Iteration 10Q: 3 clusters Score -529680.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -529736.875000 Penalty: 2843.095947
	Iteration 11Q: 3 clusters Score -529736.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -529758.625000 Penalty: 2843.095947
	Iteration 12Q: 3 clusters Score -529758.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -529771.687500 Penalty: 2843.095947
	Iteration 13Q: 3 clusters Score -529771.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -529781.812500 Penalty: 2843.095947
	Iteration 14Q: 3 clusters Score -529781.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -529791.062500 Penalty: 2843.095947
	Iteration 15Q: 3 clusters Score -529791.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -529800.875000 Penalty: 2843.095947
	Iteration 16Q: 3 clusters Score -529800.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -529805.687500 Penalty: 2843.095947
	Iteration 17Q: 3 clusters Score -529805.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -529808.000000 Penalty: 2843.095947
	Iteration 18Q: 3 clusters Score -529808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -529809.750000 Penalty: 2843.095947
	Iteration 19Q: 3 clusters Score -529809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -529811.062500 Penalty: 2843.095947
	Iteration 20F: 3 clusters Score -529811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -529811.375000 Penalty: 2843.095947
	Iteration 21Q: 3 clusters Score -529811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -529811.812500 Penalty: 2843.095947
	Iteration 22Q: 3 clusters Score -529811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -529811.750000 Penalty: 2843.095947
	Iteration 23Q: 3 clusters Score -529811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529812.562500 Penalty: 2843.095947
	Iteration 24Q: 3 clusters Score -529812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -529814.625000 Penalty: 2843.095947
	Iteration 25Q: 3 clusters Score -529814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -529814.937500 Penalty: 2843.095947
	Iteration 26Q: 3 clusters Score -529814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -529815.500000 Penalty: 2843.095947
	Iteration 27Q: 3 clusters Score -529815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -529817.375000 Penalty: 2843.095947
	Iteration 28Q: 3 clusters Score -529817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -529817.750000 Penalty: 2843.095947
	Iteration 29Q: 3 clusters Score -529817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -529818.812500 Penalty: 2843.095947
	Iteration 30Q: 3 clusters Score -529818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -529819.000000 Penalty: 2843.095947
	Iteration 31Q: 3 clusters Score -529819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -529817.500000 Penalty: 2843.095947
	Iteration 32Q: 3 clusters Score -529817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -529817.562500 Penalty: 2843.095947
	Iteration 33Q: 3 clusters Score -529817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -529817.562500 Penalty: 2843.095947
	Iteration 34F: 3 clusters Score -529817.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -122126.960938 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -122127 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 867 members 
Entering Unmasked Estep 
Score: -120175.937500 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -120175.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -120662.429688 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -120662.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -120814.726562 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -120814.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -120917.289062 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -120917.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -120987.492188 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -120987.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -121054.851562 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -121054.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -121132.117188 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -121132.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -121220.492188 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -121220.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -121326.578125 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -121326.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -121411.304688 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -121411.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121495.664062 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -121495.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -121554.921875 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -121554.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121595.609375 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -121595.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121625.734375 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -121625.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121642.203125 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -121642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121645.375000 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -121645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121648.570312 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -121648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121650.757812 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -121650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121651.312500 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -121651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121651.312500 Penalty: 2434.603516
	Iteration 19F: 3 clusters Score -121651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -200512.593750 Penalty: 1268.918457
	Iteration 0F: 2 clusters Score -200512.6 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 1185 members 
Entering Unmasked Estep 
Score: -198187.890625 Penalty: 2537.836914
	Iteration 0F: 3 clusters Score -198187.9 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -198735.500000 Penalty: 2537.836914
	Iteration 1F: 3 clusters Score -198735.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -198890.031250 Penalty: 2537.836914
	Iteration 2F: 3 clusters Score -198890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199003.203125 Penalty: 2537.836914
	Iteration 3F: 3 clusters Score -199003.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -199084.328125 Penalty: 2537.836914
	Iteration 4Q: 3 clusters Score -199084.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -199153.437500 Penalty: 2537.836914
	Iteration 5Q: 3 clusters Score -199153.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -199219.390625 Penalty: 2537.836914
	Iteration 6Q: 3 clusters Score -199219.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -199296.703125 Penalty: 2537.836914
	Iteration 7Q: 3 clusters Score -199296.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -199395.281250 Penalty: 2537.836914
	Iteration 8Q: 3 clusters Score -199395.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -199513.359375 Penalty: 2537.836914
	Iteration 9Q: 3 clusters Score -199513.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -199641.328125 Penalty: 2537.836914
	Iteration 10Q: 3 clusters Score -199641.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -199763.046875 Penalty: 2537.836914
	Iteration 11Q: 3 clusters Score -199763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -199887.484375 Penalty: 2537.836914
	Iteration 12Q: 3 clusters Score -199887.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -200016.500000 Penalty: 2537.836914
	Iteration 13Q: 3 clusters Score -200016.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200129.843750 Penalty: 2537.836914
	Iteration 14Q: 3 clusters Score -200129.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200187.750000 Penalty: 2537.836914
	Iteration 15Q: 3 clusters Score -200187.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200220.140625 Penalty: 2537.836914
	Iteration 16Q: 3 clusters Score -200220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -200232.187500 Penalty: 2537.836914
	Iteration 17Q: 3 clusters Score -200232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200241.546875 Penalty: 2537.836914
	Iteration 18Q: 3 clusters Score -200241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200245.546875 Penalty: 2537.836914
	Iteration 19Q: 3 clusters Score -200245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200248.687500 Penalty: 2537.836914
	Iteration 20F: 3 clusters Score -200248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -200252.578125 Penalty: 2537.836914
	Iteration 21Q: 3 clusters Score -200252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -200256.875000 Penalty: 2537.836914
	Iteration 22Q: 3 clusters Score -200256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200259.703125 Penalty: 2537.836914
	Iteration 23Q: 3 clusters Score -200259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200260.312500 Penalty: 2537.836914
	Iteration 24Q: 3 clusters Score -200260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200261.781250 Penalty: 2537.836914
	Iteration 25Q: 3 clusters Score -200261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200262.609375 Penalty: 2537.836914
	Iteration 26Q: 3 clusters Score -200262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200262.796875 Penalty: 2537.836914
	Iteration 27Q: 3 clusters Score -200262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200262.796875 Penalty: 2537.836914
	Iteration 28F: 3 clusters Score -200262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10091 members 
Mstep: Class 3 contains 8793 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 18632 members 
Mstep: Class 10 contains 13311 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 11327 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 161834 members 
Mstep: Class 17 contains 17554 members 
Mstep: Class 18 contains 204662 members 
Mstep: Class 19 contains 10577 members 
Mstep: Class 20 contains 25180 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 8581 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 65970 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416292.000000 Penalty: 67481.570312
Iteration 119Q: 32 clusters Score -5.441629e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 8804 members 
Mstep: Class 4 contains 6863 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 12677 members 
Mstep: Class 9 contains 18643 members 
Mstep: Class 10 contains 13293 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 11329 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 161796 members 
Mstep: Class 17 contains 17547 members 
Mstep: Class 18 contains 204677 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 20 contains 25219 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 8579 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 65982 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 6299 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 2464 members 
Mstep: Class 31 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416460.000000 Penalty: 67481.570312
Iteration 120F: 32 clusters Score -5.441646e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10085 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 14997 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 18653 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 11328 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 161768 members 
Mstep: Class 17 contains 17544 members 
Mstep: Class 18 contains 204682 members 
Mstep: Class 19 contains 10617 members 
Mstep: Class 20 contains 25219 members 
Mstep: Class 21 contains 13134 members 
Mstep: Class 22 contains 8577 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 65995 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 2463 members 
Mstep: Class 31 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416484.000000 Penalty: 67481.570312
Iteration 121Q: 32 clusters Score -5.441648e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10083 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 14996 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 18664 members 
Mstep: Class 10 contains 13249 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 11326 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 6222 members 
Mstep: Class 16 contains 161728 members 
Mstep: Class 17 contains 17541 members 
Mstep: Class 18 contains 204684 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 20 contains 25220 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 8569 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 66003 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 1724 members 
Mstep: Class 30 contains 2458 members 
Mstep: Class 31 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416568.000000 Penalty: 67481.570312
Iteration 122Q: 32 clusters Score -5.441657e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 8812 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 13230 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 11322 members 
Mstep: Class 14 contains 11096 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 161700 members 
Mstep: Class 17 contains 17537 members 
Mstep: Class 18 contains 204675 members 
Mstep: Class 19 contains 10640 members 
Mstep: Class 20 contains 25228 members 
Mstep: Class 21 contains 13123 members 
Mstep: Class 22 contains 8563 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 66014 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 6290 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 2456 members 
Mstep: Class 31 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416572.000000 Penalty: 67481.570312
Iteration 123Q: 32 clusters Score -5.441657e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 15001 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 18686 members 
Mstep: Class 10 contains 13206 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 11320 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 6224 members 
Mstep: Class 16 contains 161676 members 
Mstep: Class 17 contains 17537 members 
Mstep: Class 18 contains 204663 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 20 contains 25238 members 
Mstep: Class 21 contains 13113 members 
Mstep: Class 22 contains 8549 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 949 members 
Mstep: Class 26 contains 66022 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 6284 members 
Mstep: Class 29 contains 1701 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416784.000000 Penalty: 67481.570312
Iteration 124Q: 32 clusters Score -5.441678e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10064 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 12672 members 
Mstep: Class 9 contains 18693 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 11322 members 
Mstep: Class 14 contains 11082 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 161658 members 
Mstep: Class 17 contains 17531 members 
Mstep: Class 18 contains 204658 members 
Mstep: Class 19 contains 10663 members 
Mstep: Class 20 contains 25245 members 
Mstep: Class 21 contains 13109 members 
Mstep: Class 22 contains 8543 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 949 members 
Mstep: Class 26 contains 66038 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 6282 members 
Mstep: Class 29 contains 1698 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416728.000000 Penalty: 67481.570312
Iteration 125Q: 32 clusters Score -5.441673e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 18706 members 
Mstep: Class 10 contains 13154 members 
Mstep: Class 11 contains 1135 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 11313 members 
Mstep: Class 14 contains 11065 members 
Mstep: Class 15 contains 6226 members 
Mstep: Class 16 contains 161626 members 
Mstep: Class 17 contains 17528 members 
Mstep: Class 18 contains 204671 members 
Mstep: Class 19 contains 10681 members 
Mstep: Class 20 contains 25259 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 1261 members 
Mstep: Class 25 contains 949 members 
Mstep: Class 26 contains 66052 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 6278 members 
Mstep: Class 29 contains 1699 members 
Mstep: Class 30 contains 2451 members 
Mstep: Class 31 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416764.000000 Penalty: 67481.570312
Iteration 126Q: 32 clusters Score -5.441676e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 8835 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 14996 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 18716 members 
Mstep: Class 10 contains 13138 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 3745 members 
Mstep: Class 13 contains 11308 members 
Mstep: Class 14 contains 11050 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161602 members 
Mstep: Class 17 contains 17518 members 
Mstep: Class 18 contains 204674 members 
Mstep: Class 19 contains 10690 members 
Mstep: Class 20 contains 25270 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 8528 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 66067 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 6274 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416884.000000 Penalty: 67481.570312
Iteration 127Q: 32 clusters Score -5.441688e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10060 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 12674 members 
Mstep: Class 9 contains 18723 members 
Mstep: Class 10 contains 13124 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 11304 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161585 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 204673 members 
Mstep: Class 19 contains 10698 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 8520 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 946 members 
Mstep: Class 26 contains 66084 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 6267 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416868.000000 Penalty: 67481.570312
Iteration 128Q: 32 clusters Score -5.441687e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10059 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 6894 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 14 contains 11033 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161563 members 
Mstep: Class 17 contains 17507 members 
Mstep: Class 18 contains 204683 members 
Mstep: Class 19 contains 10696 members 
Mstep: Class 20 contains 25282 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 8511 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 942 members 
Mstep: Class 26 contains 66105 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 6266 members 
Mstep: Class 29 contains 1675 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416936.000000 Penalty: 67481.570312
Iteration 129Q: 32 clusters Score -5.441694e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10055 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161537 members 
Mstep: Class 17 contains 17505 members 
Mstep: Class 18 contains 204690 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 20 contains 25273 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8509 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 942 members 
Mstep: Class 26 contains 66128 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 6263 members 
Mstep: Class 29 contains 1659 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417044.000000 Penalty: 67481.570312
Iteration 130Q: 32 clusters Score -5.441704e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10051 members 
Mstep: Class 3 contains 8840 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 13080 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 11297 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 161504 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 204698 members 
Mstep: Class 19 contains 10693 members 
Mstep: Class 20 contains 25276 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8505 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 66144 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417104.000000 Penalty: 67481.570312
Iteration 131Q: 32 clusters Score -5.44171e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 8845 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 3220 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 13073 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 11290 members 
Mstep: Class 14 contains 11013 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 161487 members 
Mstep: Class 17 contains 17507 members 
Mstep: Class 18 contains 204695 members 
Mstep: Class 19 contains 10695 members 
Mstep: Class 20 contains 25280 members 
Mstep: Class 21 contains 13092 members 
Mstep: Class 22 contains 8493 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 66160 members 
Mstep: Class 27 contains 2359 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 2457 members 
Mstep: Class 31 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417112.000000 Penalty: 67481.570312
Iteration 132Q: 32 clusters Score -5.441711e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10044 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 6921 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 13063 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161470 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 204701 members 
Mstep: Class 19 contains 10701 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8483 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66176 members 
Mstep: Class 27 contains 2360 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 2457 members 
Mstep: Class 31 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417116.000000 Penalty: 67481.570312
Iteration 133Q: 32 clusters Score -5.441712e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10040 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14979 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 18785 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 161459 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 204706 members 
Mstep: Class 19 contains 10696 members 
Mstep: Class 20 contains 25278 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8482 members 
Mstep: Class 23 contains 3144 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66193 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 2458 members 
Mstep: Class 31 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417140.000000 Penalty: 67481.570312
Iteration 134Q: 32 clusters Score -5.441714e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10037 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 14970 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 18797 members 
Mstep: Class 10 contains 13029 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 11284 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 161454 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 204719 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 8475 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66208 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 2458 members 
Mstep: Class 31 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417228.000000 Penalty: 67481.570312
Iteration 135Q: 32 clusters Score -5.441723e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10030 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 14966 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 18810 members 
Mstep: Class 10 contains 13010 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161444 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 204726 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 20 contains 25271 members 
Mstep: Class 21 contains 13098 members 
Mstep: Class 22 contains 8469 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66229 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 1642 members 
Mstep: Class 30 contains 2458 members 
Mstep: Class 31 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417284.000000 Penalty: 67481.570312
Iteration 136Q: 32 clusters Score -5.441728e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10030 members 
Mstep: Class 3 contains 8868 members 
Mstep: Class 4 contains 6941 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12651 members 
Mstep: Class 9 contains 18821 members 
Mstep: Class 10 contains 12994 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 11282 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 161423 members 
Mstep: Class 17 contains 17507 members 
Mstep: Class 18 contains 204730 members 
Mstep: Class 19 contains 10699 members 
Mstep: Class 20 contains 25272 members 
Mstep: Class 21 contains 13102 members 
Mstep: Class 22 contains 8468 members 
Mstep: Class 23 contains 3145 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66237 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6256 members 
Mstep: Class 29 contains 1642 members 
Mstep: Class 30 contains 2456 members 
Mstep: Class 31 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417320.000000 Penalty: 67481.570312
Iteration 137Q: 32 clusters Score -5.441732e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10026 members 
Mstep: Class 3 contains 8883 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 18829 members 
Mstep: Class 10 contains 12978 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 11278 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 161409 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 204733 members 
Mstep: Class 19 contains 10712 members 
Mstep: Class 20 contains 25278 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 8464 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66250 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6254 members 
Mstep: Class 29 contains 1639 members 
Mstep: Class 30 contains 2456 members 
Mstep: Class 31 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417176.000000 Penalty: 67481.570312
Iteration 138Q: 32 clusters Score -5.441718e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14938 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 12650 members 
Mstep: Class 9 contains 18839 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3783 members 
Mstep: Class 13 contains 11272 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161389 members 
Mstep: Class 17 contains 17502 members 
Mstep: Class 18 contains 204735 members 
Mstep: Class 19 contains 10724 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 13096 members 
Mstep: Class 22 contains 8461 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66265 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 1636 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417212.000000 Penalty: 67481.570312
Iteration 139Q: 32 clusters Score -5.441721e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 18846 members 
Mstep: Class 10 contains 12952 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 11276 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161375 members 
Mstep: Class 17 contains 17498 members 
Mstep: Class 18 contains 204726 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 13097 members 
Mstep: Class 22 contains 8457 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66276 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6251 members 
Mstep: Class 29 contains 1634 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417292.000000 Penalty: 67481.570312
Iteration 140F: 32 clusters Score -5.441729e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 18850 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 11270 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161360 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204709 members 
Mstep: Class 19 contains 10765 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66292 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 1630 members 
Mstep: Class 30 contains 2455 members 
Mstep: Class 31 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417272.000000 Penalty: 67481.570312
Iteration 141Q: 32 clusters Score -5.441727e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 18853 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 11266 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161342 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204700 members 
Mstep: Class 19 contains 10782 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 8453 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66307 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 1629 members 
Mstep: Class 30 contains 2454 members 
Mstep: Class 31 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417220.000000 Penalty: 67481.570312
Iteration 142Q: 32 clusters Score -5.441722e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 8932 members 
Mstep: Class 4 contains 6950 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18860 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 11266 members 
Mstep: Class 14 contains 10973 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 161325 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204703 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 25278 members 
Mstep: Class 21 contains 13097 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66320 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6244 members 
Mstep: Class 29 contains 1626 members 
Mstep: Class 30 contains 2454 members 
Mstep: Class 31 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417236.000000 Penalty: 67481.570312
Iteration 143Q: 32 clusters Score -5.441724e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10020 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18866 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 11262 members 
Mstep: Class 14 contains 10978 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 161317 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 204705 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8446 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66332 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6242 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417356.000000 Penalty: 67481.570312
Iteration 144Q: 32 clusters Score -5.441736e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10019 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 14914 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 11260 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 161306 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 204701 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 20 contains 25280 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 8447 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66342 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6241 members 
Mstep: Class 29 contains 1619 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417272.000000 Penalty: 67481.570312
Iteration 145Q: 32 clusters Score -5.441727e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8932 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 14913 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 18885 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 10991 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 161290 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204697 members 
Mstep: Class 19 contains 10810 members 
Mstep: Class 20 contains 25281 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 8443 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66352 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1612 members 
Mstep: Class 30 contains 2451 members 
Mstep: Class 31 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417200.000000 Penalty: 67481.570312
Iteration 146Q: 32 clusters Score -5.44172e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 14914 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18891 members 
Mstep: Class 10 contains 12868 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 161278 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 204701 members 
Mstep: Class 19 contains 10816 members 
Mstep: Class 20 contains 25281 members 
Mstep: Class 21 contains 13092 members 
Mstep: Class 22 contains 8436 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66360 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 2450 members 
Mstep: Class 31 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417168.000000 Penalty: 67481.570312
Iteration 147Q: 32 clusters Score -5.441717e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14911 members 
Mstep: Class 7 contains 3233 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18896 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 10982 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 161272 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204702 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66383 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1602 members 
Mstep: Class 30 contains 2451 members 
Mstep: Class 31 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417140.000000 Penalty: 67481.570312
Iteration 148Q: 32 clusters Score -5.441714e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 6965 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14910 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18900 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 11251 members 
Mstep: Class 14 contains 10972 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 161258 members 
Mstep: Class 17 contains 17487 members 
Mstep: Class 18 contains 204704 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 25271 members 
Mstep: Class 21 contains 13088 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66403 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417172.000000 Penalty: 67481.570312
Iteration 149Q: 32 clusters Score -5.441717e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 6968 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14907 members 
Mstep: Class 7 contains 3237 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18906 members 
Mstep: Class 10 contains 12858 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 161254 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 204702 members 
Mstep: Class 19 contains 10831 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 13086 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66414 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1589 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417216.000000 Penalty: 67481.570312
Iteration 150Q: 32 clusters Score -5.441722e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10017 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 6969 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 14904 members 
Mstep: Class 7 contains 3239 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18910 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 11243 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 161247 members 
Mstep: Class 17 contains 17487 members 
Mstep: Class 18 contains 204699 members 
Mstep: Class 19 contains 10832 members 
Mstep: Class 20 contains 25264 members 
Mstep: Class 21 contains 13084 members 
Mstep: Class 22 contains 8428 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66427 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1581 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417224.000000 Penalty: 67481.570312
Iteration 151Q: 32 clusters Score -5.441722e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10015 members 
Mstep: Class 3 contains 8925 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 14902 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18913 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 11239 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 161241 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204695 members 
Mstep: Class 19 contains 10831 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 13083 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66431 members 
Mstep: Class 27 contains 2365 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417268.000000 Penalty: 67481.570312
Iteration 152Q: 32 clusters Score -5.441727e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6972 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 14899 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 18914 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3793 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 16 contains 161238 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 204692 members 
Mstep: Class 19 contains 10831 members 
Mstep: Class 20 contains 25265 members 
Mstep: Class 21 contains 13082 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 937 members 
Mstep: Class 26 contains 66432 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417296.000000 Penalty: 67481.570312
Iteration 153Q: 32 clusters Score -5.44173e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18915 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 11233 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 161236 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 204687 members 
Mstep: Class 19 contains 10832 members 
Mstep: Class 20 contains 25267 members 
Mstep: Class 21 contains 13080 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 66439 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417344.000000 Penalty: 67481.570312
Iteration 154Q: 32 clusters Score -5.441734e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10016 members 
Mstep: Class 3 contains 8916 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3242 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18917 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3796 members 
Mstep: Class 13 contains 11235 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 161229 members 
Mstep: Class 17 contains 17486 members 
Mstep: Class 18 contains 204685 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 25266 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 66441 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417300.000000 Penalty: 67481.570312
Iteration 155Q: 32 clusters Score -5.44173e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10014 members 
Mstep: Class 3 contains 8917 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 18917 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 11238 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 161212 members 
Mstep: Class 17 contains 17490 members 
Mstep: Class 18 contains 204684 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 25261 members 
Mstep: Class 21 contains 13076 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 66450 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417344.000000 Penalty: 67481.570312
Iteration 156Q: 32 clusters Score -5.441734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10013 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 14900 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3800 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6239 members 
Mstep: Class 16 contains 161207 members 
Mstep: Class 17 contains 17493 members 
Mstep: Class 18 contains 204679 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 21 contains 13074 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 66453 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417368.000000 Penalty: 67481.570312
Iteration 157Q: 32 clusters Score -5.441737e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10011 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12839 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3801 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 10961 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 161204 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204676 members 
Mstep: Class 19 contains 10837 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 66456 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417388.000000 Penalty: 67481.570312
Iteration 158Q: 32 clusters Score -5.441739e+07 nChanged 76
Entering ConstructFrom: 
Score: -54417388.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -236313.750000 Penalty: 1294.118774
	Iteration 0F: 2 clusters Score -236313.8 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 1428 members 
Entering Unmasked Estep 
Score: -233687.265625 Penalty: 2588.237549
	Iteration 0F: 3 clusters Score -233687.3 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -234385.593750 Penalty: 2588.237549
	Iteration 1F: 3 clusters Score -234385.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -234553.984375 Penalty: 2588.237549
	Iteration 2F: 3 clusters Score -234554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -234664.390625 Penalty: 2588.237549
	Iteration 3F: 3 clusters Score -234664.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -234754.750000 Penalty: 2588.237549
	Iteration 4Q: 3 clusters Score -234754.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -234822.968750 Penalty: 2588.237549
	Iteration 5Q: 3 clusters Score -234823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -234871.546875 Penalty: 2588.237549
	Iteration 6Q: 3 clusters Score -234871.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -234921.015625 Penalty: 2588.237549
	Iteration 7Q: 3 clusters Score -234921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -234980.546875 Penalty: 2588.237549
	Iteration 8Q: 3 clusters Score -234980.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -235046.093750 Penalty: 2588.237549
	Iteration 9Q: 3 clusters Score -235046.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -235122.671875 Penalty: 2588.237549
	Iteration 10Q: 3 clusters Score -235122.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235243.250000 Penalty: 2588.237549
	Iteration 11Q: 3 clusters Score -235243.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235412.156250 Penalty: 2588.237549
	Iteration 12Q: 3 clusters Score -235412.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -235591.625000 Penalty: 2588.237549
	Iteration 13Q: 3 clusters Score -235591.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235725.875000 Penalty: 2588.237549
	Iteration 14Q: 3 clusters Score -235725.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235809.375000 Penalty: 2588.237549
	Iteration 15Q: 3 clusters Score -235809.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -235840.937500 Penalty: 2588.237549
	Iteration 16Q: 3 clusters Score -235840.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -235856.656250 Penalty: 2588.237549
	Iteration 17Q: 3 clusters Score -235856.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -235866.953125 Penalty: 2588.237549
	Iteration 18Q: 3 clusters Score -235867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -235878.859375 Penalty: 2588.237549
	Iteration 19Q: 3 clusters Score -235878.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -235891.203125 Penalty: 2588.237549
	Iteration 20F: 3 clusters Score -235891.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -235900.875000 Penalty: 2588.237549
	Iteration 21Q: 3 clusters Score -235900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -235905.328125 Penalty: 2588.237549
	Iteration 22Q: 3 clusters Score -235905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -235911.515625 Penalty: 2588.237549
	Iteration 23Q: 3 clusters Score -235911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -235921.671875 Penalty: 2588.237549
	Iteration 24Q: 3 clusters Score -235921.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -235931.656250 Penalty: 2588.237549
	Iteration 25Q: 3 clusters Score -235931.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -235941.562500 Penalty: 2588.237549
	Iteration 26Q: 3 clusters Score -235941.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -235953.531250 Penalty: 2588.237549
	Iteration 27Q: 3 clusters Score -235953.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -235963.046875 Penalty: 2588.237549
	Iteration 28Q: 3 clusters Score -235963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -235969.640625 Penalty: 2588.237549
	Iteration 29Q: 3 clusters Score -235969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -235973.703125 Penalty: 2588.237549
	Iteration 30Q: 3 clusters Score -235973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -235981.437500 Penalty: 2588.237549
	Iteration 31Q: 3 clusters Score -235981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -235988.578125 Penalty: 2588.237549
	Iteration 32Q: 3 clusters Score -235988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -235990.921875 Penalty: 2588.237549
	Iteration 33Q: 3 clusters Score -235990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -235993.890625 Penalty: 2588.237549
	Iteration 34Q: 3 clusters Score -235993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235997.046875 Penalty: 2588.237549
	Iteration 35Q: 3 clusters Score -235997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -236001.250000 Penalty: 2588.237549
	Iteration 36Q: 3 clusters Score -236001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -236001.968750 Penalty: 2588.237549
	Iteration 37Q: 3 clusters Score -236002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -236001.968750 Penalty: 2588.237549
	Iteration 38F: 3 clusters Score -236002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Entering Unmasked Estep 
Score: -868726.875000 Penalty: 1496.777832
	Iteration 0F: 2 clusters Score -868726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -861468.187500 Penalty: 2993.555664
	Iteration 0F: 3 clusters Score -861468.2 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -863748.687500 Penalty: 2993.555664
	Iteration 1F: 3 clusters Score -863748.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -863955.562500 Penalty: 2993.555664
	Iteration 2F: 3 clusters Score -863955.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -864095.812500 Penalty: 2993.555664
	Iteration 3Q: 3 clusters Score -864095.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -864208.125000 Penalty: 2993.555664
	Iteration 4Q: 3 clusters Score -864208.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -864310.812500 Penalty: 2993.555664
	Iteration 5Q: 3 clusters Score -864310.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -864405.250000 Penalty: 2993.555664
	Iteration 6Q: 3 clusters Score -864405.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -864493.687500 Penalty: 2993.555664
	Iteration 7Q: 3 clusters Score -864493.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -864577.437500 Penalty: 2993.555664
	Iteration 8Q: 3 clusters Score -864577.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -864672.375000 Penalty: 2993.555664
	Iteration 9Q: 3 clusters Score -864672.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -864778.062500 Penalty: 2993.555664
	Iteration 10Q: 3 clusters Score -864778.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -864880.062500 Penalty: 2993.555664
	Iteration 11Q: 3 clusters Score -864880.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -864988.250000 Penalty: 2993.555664
	Iteration 12Q: 3 clusters Score -864988.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -865109.937500 Penalty: 2993.555664
	Iteration 13Q: 3 clusters Score -865109.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -865278.125000 Penalty: 2993.555664
	Iteration 14Q: 3 clusters Score -865278.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -865512.500000 Penalty: 2993.555664
	Iteration 15Q: 3 clusters Score -865512.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -865768.437500 Penalty: 2993.555664
	Iteration 16Q: 3 clusters Score -865768.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -866028.500000 Penalty: 2993.555664
	Iteration 17Q: 3 clusters Score -866028.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -866307.937500 Penalty: 2993.555664
	Iteration 18Q: 3 clusters Score -866307.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -866589.125000 Penalty: 2993.555664
	Iteration 19Q: 3 clusters Score -866589.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -866800.937500 Penalty: 2993.555664
	Iteration 20F: 3 clusters Score -866800.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -866938.312500 Penalty: 2993.555664
	Iteration 21Q: 3 clusters Score -866938.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -867043.000000 Penalty: 2993.555664
	Iteration 22Q: 3 clusters Score -867043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -867113.375000 Penalty: 2993.555664
	Iteration 23Q: 3 clusters Score -867113.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -867169.437500 Penalty: 2993.555664
	Iteration 24Q: 3 clusters Score -867169.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -867208.562500 Penalty: 2993.555664
	Iteration 25Q: 3 clusters Score -867208.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -867243.187500 Penalty: 2993.555664
	Iteration 26Q: 3 clusters Score -867243.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -867284.625000 Penalty: 2993.555664
	Iteration 27Q: 3 clusters Score -867284.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -867327.875000 Penalty: 2993.555664
	Iteration 28Q: 3 clusters Score -867327.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -867352.062500 Penalty: 2993.555664
	Iteration 29Q: 3 clusters Score -867352.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -867375.187500 Penalty: 2993.555664
	Iteration 30Q: 3 clusters Score -867375.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -867392.000000 Penalty: 2993.555664
	Iteration 31Q: 3 clusters Score -867392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -867407.125000 Penalty: 2993.555664
	Iteration 32Q: 3 clusters Score -867407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -867412.187500 Penalty: 2993.555664
	Iteration 33Q: 3 clusters Score -867412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -867422.000000 Penalty: 2993.555664
	Iteration 34Q: 3 clusters Score -867422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -867428.812500 Penalty: 2993.555664
	Iteration 35Q: 3 clusters Score -867428.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -867433.062500 Penalty: 2993.555664
	Iteration 36Q: 3 clusters Score -867433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -867438.187500 Penalty: 2993.555664
	Iteration 37Q: 3 clusters Score -867438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -867442.125000 Penalty: 2993.555664
	Iteration 38Q: 3 clusters Score -867442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -867445.375000 Penalty: 2993.555664
	Iteration 39Q: 3 clusters Score -867445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -867447.437500 Penalty: 2993.555664
	Iteration 40F: 3 clusters Score -867447.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -722948.750000 Penalty: 1478.090088
	Iteration 0F: 2 clusters Score -722948.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -716514.562500 Penalty: 2956.180176
	Iteration 0F: 3 clusters Score -716514.6 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -718652.000000 Penalty: 2956.180176
	Iteration 1F: 3 clusters Score -718652 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -719020.437500 Penalty: 2956.180176
	Iteration 2F: 3 clusters Score -719020.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -719386.312500 Penalty: 2956.180176
	Iteration 3F: 3 clusters Score -719386.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -719771.687500 Penalty: 2956.180176
	Iteration 4F: 3 clusters Score -719771.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -720128.750000 Penalty: 2956.180176
	Iteration 5F: 3 clusters Score -720128.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -720489.000000 Penalty: 2956.180176
	Iteration 6F: 3 clusters Score -720489 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -720825.812500 Penalty: 2956.180176
	Iteration 7F: 3 clusters Score -720825.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -721115.312500 Penalty: 2956.180176
	Iteration 8Q: 3 clusters Score -721115.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -721357.312500 Penalty: 2956.180176
	Iteration 9Q: 3 clusters Score -721357.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -721513.062500 Penalty: 2956.180176
	Iteration 10Q: 3 clusters Score -721513.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -721585.812500 Penalty: 2956.180176
	Iteration 11Q: 3 clusters Score -721585.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -721625.500000 Penalty: 2956.180176
	Iteration 12Q: 3 clusters Score -721625.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -721648.625000 Penalty: 2956.180176
	Iteration 13Q: 3 clusters Score -721648.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -721669.312500 Penalty: 2956.180176
	Iteration 14Q: 3 clusters Score -721669.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -721676.312500 Penalty: 2956.180176
	Iteration 15Q: 3 clusters Score -721676.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -721683.500000 Penalty: 2956.180176
	Iteration 16Q: 3 clusters Score -721683.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -721685.875000 Penalty: 2956.180176
	Iteration 17Q: 3 clusters Score -721685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -721689.687500 Penalty: 2956.180176
	Iteration 18Q: 3 clusters Score -721689.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -721691.937500 Penalty: 2956.180176
	Iteration 19Q: 3 clusters Score -721691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -721694.250000 Penalty: 2956.180176
	Iteration 20F: 3 clusters Score -721694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -721694.437500 Penalty: 2956.180176
	Iteration 21Q: 3 clusters Score -721694.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -721693.687500 Penalty: 2956.180176
	Iteration 22Q: 3 clusters Score -721693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -721697.375000 Penalty: 2956.180176
	Iteration 23Q: 3 clusters Score -721697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -721697.375000 Penalty: 2956.180176
	Iteration 24Q: 3 clusters Score -721697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -721695.937500 Penalty: 2956.180176
	Iteration 25Q: 3 clusters Score -721695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -721699.812500 Penalty: 2956.180176
	Iteration 26Q: 3 clusters Score -721699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -721700.000000 Penalty: 2956.180176
	Iteration 27Q: 3 clusters Score -721700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -721701.062500 Penalty: 2956.180176
	Iteration 28Q: 3 clusters Score -721701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -721701.687500 Penalty: 2956.180176
	Iteration 29Q: 3 clusters Score -721701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -721702.625000 Penalty: 2956.180176
	Iteration 30Q: 3 clusters Score -721702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -721703.562500 Penalty: 2956.180176
	Iteration 31Q: 3 clusters Score -721703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -721705.500000 Penalty: 2956.180176
	Iteration 32Q: 3 clusters Score -721705.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -721704.312500 Penalty: 2956.180176
	Iteration 33Q: 3 clusters Score -721704.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -721708.125000 Penalty: 2956.180176
	Iteration 34Q: 3 clusters Score -721708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -721708.812500 Penalty: 2956.180176
	Iteration 35Q: 3 clusters Score -721708.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -721710.812500 Penalty: 2956.180176
	Iteration 36Q: 3 clusters Score -721710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -721712.062500 Penalty: 2956.180176
	Iteration 37Q: 3 clusters Score -721712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -721713.375000 Penalty: 2956.180176
	Iteration 38Q: 3 clusters Score -721713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -721714.125000 Penalty: 2956.180176
	Iteration 39Q: 3 clusters Score -721714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -721714.875000 Penalty: 2956.180176
	Iteration 40F: 3 clusters Score -721714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -721716.312500 Penalty: 2956.180176
	Iteration 41Q: 3 clusters Score -721716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -721717.750000 Penalty: 2956.180176
	Iteration 42Q: 3 clusters Score -721717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -721716.500000 Penalty: 2956.180176
	Iteration 43Q: 3 clusters Score -721716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -721716.562500 Penalty: 2956.180176
	Iteration 44Q: 3 clusters Score -721716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -721715.687500 Penalty: 2956.180176
	Iteration 45Q: 3 clusters Score -721715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -721716.187500 Penalty: 2956.180176
	Iteration 46Q: 3 clusters Score -721716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -721717.500000 Penalty: 2956.180176
	Iteration 47Q: 3 clusters Score -721717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -721717.812500 Penalty: 2956.180176
	Iteration 48Q: 3 clusters Score -721717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -721718.062500 Penalty: 2956.180176
	Iteration 49Q: 3 clusters Score -721718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -721720.812500 Penalty: 2956.180176
	Iteration 50Q: 3 clusters Score -721720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -721721.000000 Penalty: 2956.180176
	Iteration 51Q: 3 clusters Score -721721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721720.562500 Penalty: 2956.180176
	Iteration 52Q: 3 clusters Score -721720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721720.500000 Penalty: 2956.180176
	Iteration 53Q: 3 clusters Score -721720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721720.687500 Penalty: 2956.180176
	Iteration 54Q: 3 clusters Score -721720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721720.250000 Penalty: 2956.180176
	Iteration 55Q: 3 clusters Score -721720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721719.750000 Penalty: 2956.180176
	Iteration 56Q: 3 clusters Score -721719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -721718.750000 Penalty: 2956.180176
	Iteration 57Q: 3 clusters Score -721718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -721717.875000 Penalty: 2956.180176
	Iteration 58Q: 3 clusters Score -721717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -721719.625000 Penalty: 2956.180176
	Iteration 59Q: 3 clusters Score -721719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -721720.250000 Penalty: 2956.180176
	Iteration 60F: 3 clusters Score -721720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -721721.437500 Penalty: 2956.180176
	Iteration 61Q: 3 clusters Score -721721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -721721.062500 Penalty: 2956.180176
	Iteration 62Q: 3 clusters Score -721721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -721721.437500 Penalty: 2956.180176
	Iteration 63Q: 3 clusters Score -721721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -721723.750000 Penalty: 2956.180176
	Iteration 64Q: 3 clusters Score -721723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721723.125000 Penalty: 2956.180176
	Iteration 65Q: 3 clusters Score -721723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -721723.875000 Penalty: 2956.180176
	Iteration 66Q: 3 clusters Score -721723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -721726.875000 Penalty: 2956.180176
	Iteration 67Q: 3 clusters Score -721726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -721726.437500 Penalty: 2956.180176
	Iteration 68Q: 3 clusters Score -721726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -721727.187500 Penalty: 2956.180176
	Iteration 69Q: 3 clusters Score -721727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -721727.375000 Penalty: 2956.180176
	Iteration 70Q: 3 clusters Score -721727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -721729.000000 Penalty: 2956.180176
	Iteration 71Q: 3 clusters Score -721729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -721729.812500 Penalty: 2956.180176
	Iteration 72Q: 3 clusters Score -721729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -721729.687500 Penalty: 2956.180176
	Iteration 73Q: 3 clusters Score -721729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -721729.375000 Penalty: 2956.180176
	Iteration 74Q: 3 clusters Score -721729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -721729.250000 Penalty: 2956.180176
	Iteration 75Q: 3 clusters Score -721729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -721729.687500 Penalty: 2956.180176
	Iteration 76Q: 3 clusters Score -721729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -721730.500000 Penalty: 2956.180176
	Iteration 77Q: 3 clusters Score -721730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -721731.062500 Penalty: 2956.180176
	Iteration 78Q: 3 clusters Score -721731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -721731.062500 Penalty: 2956.180176
	Iteration 79F: 3 clusters Score -721731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -588338.375000 Penalty: 1438.325439
	Iteration 0F: 2 clusters Score -588338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -583076.750000 Penalty: 2876.650879
	Iteration 0F: 3 clusters Score -583076.8 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -584691.062500 Penalty: 2876.650879
	Iteration 1F: 3 clusters Score -584691.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -584898.312500 Penalty: 2876.650879
	Iteration 2F: 3 clusters Score -584898.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -585041.000000 Penalty: 2876.650879
	Iteration 3Q: 3 clusters Score -585041 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -585157.312500 Penalty: 2876.650879
	Iteration 4Q: 3 clusters Score -585157.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -585254.437500 Penalty: 2876.650879
	Iteration 5Q: 3 clusters Score -585254.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -585341.187500 Penalty: 2876.650879
	Iteration 6Q: 3 clusters Score -585341.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -585422.375000 Penalty: 2876.650879
	Iteration 7Q: 3 clusters Score -585422.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -585492.187500 Penalty: 2876.650879
	Iteration 8Q: 3 clusters Score -585492.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -585564.187500 Penalty: 2876.650879
	Iteration 9Q: 3 clusters Score -585564.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -585642.937500 Penalty: 2876.650879
	Iteration 10Q: 3 clusters Score -585642.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -585709.875000 Penalty: 2876.650879
	Iteration 11Q: 3 clusters Score -585709.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -585777.812500 Penalty: 2876.650879
	Iteration 12Q: 3 clusters Score -585777.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -585843.875000 Penalty: 2876.650879
	Iteration 13Q: 3 clusters Score -585843.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -585924.937500 Penalty: 2876.650879
	Iteration 14Q: 3 clusters Score -585924.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -586024.625000 Penalty: 2876.650879
	Iteration 15Q: 3 clusters Score -586024.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -586139.687500 Penalty: 2876.650879
	Iteration 16Q: 3 clusters Score -586139.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -586271.937500 Penalty: 2876.650879
	Iteration 17Q: 3 clusters Score -586271.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -586411.750000 Penalty: 2876.650879
	Iteration 18Q: 3 clusters Score -586411.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -586549.875000 Penalty: 2876.650879
	Iteration 19Q: 3 clusters Score -586549.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -586678.250000 Penalty: 2876.650879
	Iteration 20F: 3 clusters Score -586678.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -586806.875000 Penalty: 2876.650879
	Iteration 21Q: 3 clusters Score -586806.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -586911.500000 Penalty: 2876.650879
	Iteration 22Q: 3 clusters Score -586911.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -586987.875000 Penalty: 2876.650879
	Iteration 23Q: 3 clusters Score -586987.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -587039.812500 Penalty: 2876.650879
	Iteration 24Q: 3 clusters Score -587039.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -587071.937500 Penalty: 2876.650879
	Iteration 25Q: 3 clusters Score -587071.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587093.187500 Penalty: 2876.650879
	Iteration 26Q: 3 clusters Score -587093.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -587110.250000 Penalty: 2876.650879
	Iteration 27Q: 3 clusters Score -587110.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -587128.500000 Penalty: 2876.650879
	Iteration 28Q: 3 clusters Score -587128.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -587141.625000 Penalty: 2876.650879
	Iteration 29Q: 3 clusters Score -587141.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -587151.812500 Penalty: 2876.650879
	Iteration 30Q: 3 clusters Score -587151.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -587166.937500 Penalty: 2876.650879
	Iteration 31Q: 3 clusters Score -587166.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -587182.250000 Penalty: 2876.650879
	Iteration 32Q: 3 clusters Score -587182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -587189.187500 Penalty: 2876.650879
	Iteration 33Q: 3 clusters Score -587189.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -587197.562500 Penalty: 2876.650879
	Iteration 34Q: 3 clusters Score -587197.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -587204.937500 Penalty: 2876.650879
	Iteration 35Q: 3 clusters Score -587204.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -587209.812500 Penalty: 2876.650879
	Iteration 36Q: 3 clusters Score -587209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -587211.375000 Penalty: 2876.650879
	Iteration 37Q: 3 clusters Score -587211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -587216.062500 Penalty: 2876.650879
	Iteration 38Q: 3 clusters Score -587216.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -587220.812500 Penalty: 2876.650879
	Iteration 39Q: 3 clusters Score -587220.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -587228.875000 Penalty: 2876.650879
	Iteration 40F: 3 clusters Score -587228.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -587236.750000 Penalty: 2876.650879
	Iteration 41Q: 3 clusters Score -587236.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -587242.250000 Penalty: 2876.650879
	Iteration 42Q: 3 clusters Score -587242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -587244.750000 Penalty: 2876.650879
	Iteration 43Q: 3 clusters Score -587244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -587246.375000 Penalty: 2876.650879
	Iteration 44Q: 3 clusters Score -587246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -587249.437500 Penalty: 2876.650879
	Iteration 45Q: 3 clusters Score -587249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -587253.125000 Penalty: 2876.650879
	Iteration 46Q: 3 clusters Score -587253.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -587255.562500 Penalty: 2876.650879
	Iteration 47Q: 3 clusters Score -587255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -587258.125000 Penalty: 2876.650879
	Iteration 48Q: 3 clusters Score -587258.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -587259.937500 Penalty: 2876.650879
	Iteration 49Q: 3 clusters Score -587259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -587262.750000 Penalty: 2876.650879
	Iteration 50Q: 3 clusters Score -587262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -587268.687500 Penalty: 2876.650879
	Iteration 51Q: 3 clusters Score -587268.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -587274.062500 Penalty: 2876.650879
	Iteration 52Q: 3 clusters Score -587274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -587279.437500 Penalty: 2876.650879
	Iteration 53Q: 3 clusters Score -587279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -587280.562500 Penalty: 2876.650879
	Iteration 54Q: 3 clusters Score -587280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -587281.125000 Penalty: 2876.650879
	Iteration 55Q: 3 clusters Score -587281.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -587283.125000 Penalty: 2876.650879
	Iteration 56Q: 3 clusters Score -587283.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -587286.062500 Penalty: 2876.650879
	Iteration 57Q: 3 clusters Score -587286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -587289.187500 Penalty: 2876.650879
	Iteration 58Q: 3 clusters Score -587289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -587290.187500 Penalty: 2876.650879
	Iteration 59Q: 3 clusters Score -587290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -587291.937500 Penalty: 2876.650879
	Iteration 60F: 3 clusters Score -587291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -587293.437500 Penalty: 2876.650879
	Iteration 61Q: 3 clusters Score -587293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -587298.437500 Penalty: 2876.650879
	Iteration 62Q: 3 clusters Score -587298.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -587303.437500 Penalty: 2876.650879
	Iteration 63Q: 3 clusters Score -587303.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -587307.937500 Penalty: 2876.650879
	Iteration 64Q: 3 clusters Score -587307.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -587312.562500 Penalty: 2876.650879
	Iteration 65Q: 3 clusters Score -587312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -587316.687500 Penalty: 2876.650879
	Iteration 66Q: 3 clusters Score -587316.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -587318.875000 Penalty: 2876.650879
	Iteration 67Q: 3 clusters Score -587318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -587319.687500 Penalty: 2876.650879
	Iteration 68Q: 3 clusters Score -587319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -587320.937500 Penalty: 2876.650879
	Iteration 69Q: 3 clusters Score -587320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -587322.875000 Penalty: 2876.650879
	Iteration 70Q: 3 clusters Score -587322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -587322.687500 Penalty: 2876.650879
	Iteration 71Q: 3 clusters Score -587322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -587321.625000 Penalty: 2876.650879
	Iteration 72Q: 3 clusters Score -587321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -587321.625000 Penalty: 2876.650879
	Iteration 73F: 3 clusters Score -587321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -368491.437500 Penalty: 1363.086182
	Iteration 0F: 2 clusters Score -368491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -364899.750000 Penalty: 2726.172363
	Iteration 0F: 3 clusters Score -364899.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -365844.625000 Penalty: 2726.172363
	Iteration 1F: 3 clusters Score -365844.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -366023.625000 Penalty: 2726.172363
	Iteration 2F: 3 clusters Score -366023.6 nChanged 239
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: -366144.750000 Penalty: 2726.172363
	Iteration 3F: 3 clusters Score -366144.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -366244.156250 Penalty: 2726.172363
	Iteration 4Q: 3 clusters Score -366244.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -366356.437500 Penalty: 2726.172363
	Iteration 5Q: 3 clusters Score -366356.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -366481.218750 Penalty: 2726.172363
	Iteration 6Q: 3 clusters Score -366481.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -366618.406250 Penalty: 2726.172363
	Iteration 7Q: 3 clusters Score -366618.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -366753.687500 Penalty: 2726.172363
	Iteration 8Q: 3 clusters Score -366753.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -366889.593750 Penalty: 2726.172363
	Iteration 9Q: 3 clusters Score -366889.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -367032.125000 Penalty: 2726.172363
	Iteration 10Q: 3 clusters Score -367032.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -367162.000000 Penalty: 2726.172363
	Iteration 11Q: 3 clusters Score -367162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -367273.875000 Penalty: 2726.172363
	Iteration 12Q: 3 clusters Score -367273.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -367367.437500 Penalty: 2726.172363
	Iteration 13Q: 3 clusters Score -367367.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -367430.156250 Penalty: 2726.172363
	Iteration 14Q: 3 clusters Score -367430.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -367490.312500 Penalty: 2726.172363
	Iteration 15Q: 3 clusters Score -367490.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -367546.750000 Penalty: 2726.172363
	Iteration 16Q: 3 clusters Score -367546.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -367600.406250 Penalty: 2726.172363
	Iteration 17Q: 3 clusters Score -367600.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -367663.218750 Penalty: 2726.172363
	Iteration 18Q: 3 clusters Score -367663.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -367689.937500 Penalty: 2726.172363
	Iteration 19Q: 3 clusters Score -367689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -367701.125000 Penalty: 2726.172363
	Iteration 20F: 3 clusters Score -367701.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -367710.750000 Penalty: 2726.172363
	Iteration 21Q: 3 clusters Score -367710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -367720.062500 Penalty: 2726.172363
	Iteration 22Q: 3 clusters Score -367720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -367725.812500 Penalty: 2726.172363
	Iteration 23Q: 3 clusters Score -367725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -367728.468750 Penalty: 2726.172363
	Iteration 24Q: 3 clusters Score -367728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -367728.531250 Penalty: 2726.172363
	Iteration 25Q: 3 clusters Score -367728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -367729.656250 Penalty: 2726.172363
	Iteration 26Q: 3 clusters Score -367729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -367732.718750 Penalty: 2726.172363
	Iteration 27Q: 3 clusters Score -367732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -367735.906250 Penalty: 2726.172363
	Iteration 28Q: 3 clusters Score -367735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -367738.625000 Penalty: 2726.172363
	Iteration 29Q: 3 clusters Score -367738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -367742.625000 Penalty: 2726.172363
	Iteration 30Q: 3 clusters Score -367742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -367748.156250 Penalty: 2726.172363
	Iteration 31Q: 3 clusters Score -367748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -367754.843750 Penalty: 2726.172363
	Iteration 32Q: 3 clusters Score -367754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -367764.062500 Penalty: 2726.172363
	Iteration 33Q: 3 clusters Score -367764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -367771.937500 Penalty: 2726.172363
	Iteration 34Q: 3 clusters Score -367771.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -367777.125000 Penalty: 2726.172363
	Iteration 35Q: 3 clusters Score -367777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -367781.968750 Penalty: 2726.172363
	Iteration 36Q: 3 clusters Score -367782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -367785.468750 Penalty: 2726.172363
	Iteration 37Q: 3 clusters Score -367785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -367788.812500 Penalty: 2726.172363
	Iteration 38Q: 3 clusters Score -367788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -367792.750000 Penalty: 2726.172363
	Iteration 39Q: 3 clusters Score -367792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -367793.312500 Penalty: 2726.172363
	Iteration 40F: 3 clusters Score -367793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -367794.125000 Penalty: 2726.172363
	Iteration 41Q: 3 clusters Score -367794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -367793.968750 Penalty: 2726.172363
	Iteration 42Q: 3 clusters Score -367794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -367793.968750 Penalty: 2726.172363
	Iteration 43F: 3 clusters Score -367794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Entering Unmasked Estep 
Score: -1278701.625000 Penalty: 1561.492310
	Iteration 0F: 2 clusters Score -1278702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1268376.250000 Penalty: 3122.984619
	Iteration 0F: 3 clusters Score -1268376 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1271955.375000 Penalty: 3122.984619
	Iteration 1F: 3 clusters Score -1271955 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1272231.125000 Penalty: 3122.984619
	Iteration 2F: 3 clusters Score -1272231 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1272463.875000 Penalty: 3122.984619
	Iteration 3Q: 3 clusters Score -1272464 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1272683.500000 Penalty: 3122.984619
	Iteration 4Q: 3 clusters Score -1272684 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1272923.500000 Penalty: 3122.984619
	Iteration 5Q: 3 clusters Score -1272924 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1273268.250000 Penalty: 3122.984619
	Iteration 6Q: 3 clusters Score -1273268 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1273722.750000 Penalty: 3122.984619
	Iteration 7F: 3 clusters Score -1273723 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1274278.875000 Penalty: 3122.984619
	Iteration 8F: 3 clusters Score -1274279 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1274967.875000 Penalty: 3122.984619
	Iteration 9F: 3 clusters Score -1274968 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1275702.625000 Penalty: 3122.984619
	Iteration 10F: 3 clusters Score -1275703 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1276350.000000 Penalty: 3122.984619
	Iteration 11Q: 3 clusters Score -1276350 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1276783.000000 Penalty: 3122.984619
	Iteration 12Q: 3 clusters Score -1276783 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1277020.875000 Penalty: 3122.984619
	Iteration 13Q: 3 clusters Score -1277021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1277146.625000 Penalty: 3122.984619
	Iteration 14Q: 3 clusters Score -1277147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1277212.000000 Penalty: 3122.984619
	Iteration 15Q: 3 clusters Score -1277212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1277247.500000 Penalty: 3122.984619
	Iteration 16Q: 3 clusters Score -1277248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1277268.000000 Penalty: 3122.984619
	Iteration 17Q: 3 clusters Score -1277268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1277287.250000 Penalty: 3122.984619
	Iteration 18Q: 3 clusters Score -1277287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1277304.000000 Penalty: 3122.984619
	Iteration 19Q: 3 clusters Score -1277304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1277332.125000 Penalty: 3122.984619
	Iteration 20F: 3 clusters Score -1277332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1277337.625000 Penalty: 3122.984619
	Iteration 21Q: 3 clusters Score -1277338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1277346.625000 Penalty: 3122.984619
	Iteration 22Q: 3 clusters Score -1277347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1277349.625000 Penalty: 3122.984619
	Iteration 23Q: 3 clusters Score -1277350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1277353.875000 Penalty: 3122.984619
	Iteration 24Q: 3 clusters Score -1277354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1277360.250000 Penalty: 3122.984619
	Iteration 25Q: 3 clusters Score -1277360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1277364.875000 Penalty: 3122.984619
	Iteration 26Q: 3 clusters Score -1277365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1277368.750000 Penalty: 3122.984619
	Iteration 27Q: 3 clusters Score -1277369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1277370.375000 Penalty: 3122.984619
	Iteration 28Q: 3 clusters Score -1277370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1277370.375000 Penalty: 3122.984619
	Iteration 29F: 3 clusters Score -1277370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -269359.906250 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -269359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -266510.218750 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -266510.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -267306.812500 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -267306.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -267513.750000 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -267513.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267671.718750 Penalty: 2627.182129
	Iteration 3F: 3 clusters Score -267671.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -267858.875000 Penalty: 2627.182129
	Iteration 4F: 3 clusters Score -267858.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268075.750000 Penalty: 2627.182129
	Iteration 5F: 3 clusters Score -268075.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268244.937500 Penalty: 2627.182129
	Iteration 6F: 3 clusters Score -268244.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268388.781250 Penalty: 2627.182129
	Iteration 7Q: 3 clusters Score -268388.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -268504.750000 Penalty: 2627.182129
	Iteration 8Q: 3 clusters Score -268504.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -268586.843750 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -268586.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -268627.437500 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -268627.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268652.531250 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -268652.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268665.781250 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -268665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268673.562500 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -268673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268679.187500 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -268679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -268685.906250 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -268685.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268690.968750 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -268691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -268693.625000 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -268693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -268694.281250 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -268694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268694.718750 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -268694.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268694.718750 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -268694.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Entering Unmasked Estep 
Score: -1058149.625000 Penalty: 1534.789551
	Iteration 0F: 2 clusters Score -1058150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1049271.625000 Penalty: 3069.579102
	Iteration 0F: 3 clusters Score -1049272 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1052233.750000 Penalty: 3069.579102
	Iteration 1F: 3 clusters Score -1052234 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1052570.250000 Penalty: 3069.579102
	Iteration 2F: 3 clusters Score -1052570 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1052842.750000 Penalty: 3069.579102
	Iteration 3F: 3 clusters Score -1052843 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1053087.750000 Penalty: 3069.579102
	Iteration 4Q: 3 clusters Score -1053088 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1053327.000000 Penalty: 3069.579102
	Iteration 5Q: 3 clusters Score -1053327 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1053545.125000 Penalty: 3069.579102
	Iteration 6Q: 3 clusters Score -1053545 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1053768.375000 Penalty: 3069.579102
	Iteration 7Q: 3 clusters Score -1053768 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1054020.125000 Penalty: 3069.579102
	Iteration 8Q: 3 clusters Score -1054020 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1054334.750000 Penalty: 3069.579102
	Iteration 9Q: 3 clusters Score -1054335 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1054695.875000 Penalty: 3069.579102
	Iteration 10Q: 3 clusters Score -1054696 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1054998.250000 Penalty: 3069.579102
	Iteration 11Q: 3 clusters Score -1054998 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1055268.875000 Penalty: 3069.579102
	Iteration 12Q: 3 clusters Score -1055269 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1055458.750000 Penalty: 3069.579102
	Iteration 13Q: 3 clusters Score -1055459 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1055628.125000 Penalty: 3069.579102
	Iteration 14Q: 3 clusters Score -1055628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1055795.750000 Penalty: 3069.579102
	Iteration 15Q: 3 clusters Score -1055796 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1055979.250000 Penalty: 3069.579102
	Iteration 16Q: 3 clusters Score -1055979 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1056142.250000 Penalty: 3069.579102
	Iteration 17Q: 3 clusters Score -1056142 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1056294.250000 Penalty: 3069.579102
	Iteration 18Q: 3 clusters Score -1056294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1056428.375000 Penalty: 3069.579102
	Iteration 19Q: 3 clusters Score -1056428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1056530.750000 Penalty: 3069.579102
	Iteration 20F: 3 clusters Score -1056531 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1056636.000000 Penalty: 3069.579102
	Iteration 21Q: 3 clusters Score -1056636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1056726.500000 Penalty: 3069.579102
	Iteration 22Q: 3 clusters Score -1056726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1056843.125000 Penalty: 3069.579102
	Iteration 23Q: 3 clusters Score -1056843 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1056963.625000 Penalty: 3069.579102
	Iteration 24Q: 3 clusters Score -1056964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1057076.625000 Penalty: 3069.579102
	Iteration 25Q: 3 clusters Score -1057077 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1057162.375000 Penalty: 3069.579102
	Iteration 26Q: 3 clusters Score -1057162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1057236.500000 Penalty: 3069.579102
	Iteration 27Q: 3 clusters Score -1057236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1057306.625000 Penalty: 3069.579102
	Iteration 28Q: 3 clusters Score -1057307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1057369.125000 Penalty: 3069.579102
	Iteration 29Q: 3 clusters Score -1057369 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1057406.250000 Penalty: 3069.579102
	Iteration 30Q: 3 clusters Score -1057406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1057433.125000 Penalty: 3069.579102
	Iteration 31Q: 3 clusters Score -1057433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1057455.875000 Penalty: 3069.579102
	Iteration 32Q: 3 clusters Score -1057456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1057466.500000 Penalty: 3069.579102
	Iteration 33Q: 3 clusters Score -1057466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1057474.375000 Penalty: 3069.579102
	Iteration 34Q: 3 clusters Score -1057474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1057476.375000 Penalty: 3069.579102
	Iteration 35Q: 3 clusters Score -1057476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1057480.625000 Penalty: 3069.579102
	Iteration 36Q: 3 clusters Score -1057481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1057487.125000 Penalty: 3069.579102
	Iteration 37Q: 3 clusters Score -1057487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1057485.250000 Penalty: 3069.579102
	Iteration 38Q: 3 clusters Score -1057485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1057485.375000 Penalty: 3069.579102
	Iteration 39Q: 3 clusters Score -1057485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1057489.625000 Penalty: 3069.579102
	Iteration 40F: 3 clusters Score -1057490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1057494.125000 Penalty: 3069.579102
	Iteration 41Q: 3 clusters Score -1057494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1057496.500000 Penalty: 3069.579102
	Iteration 42Q: 3 clusters Score -1057496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1057498.000000 Penalty: 3069.579102
	Iteration 43Q: 3 clusters Score -1057498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1057501.250000 Penalty: 3069.579102
	Iteration 44Q: 3 clusters Score -1057501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1057502.375000 Penalty: 3069.579102
	Iteration 45Q: 3 clusters Score -1057502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1057501.000000 Penalty: 3069.579102
	Iteration 46Q: 3 clusters Score -1057501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1057502.250000 Penalty: 3069.579102
	Iteration 47Q: 3 clusters Score -1057502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1057502.625000 Penalty: 3069.579102
	Iteration 48Q: 3 clusters Score -1057503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1057502.750000 Penalty: 3069.579102
	Iteration 49Q: 3 clusters Score -1057503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1057503.875000 Penalty: 3069.579102
	Iteration 50Q: 3 clusters Score -1057504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1057503.875000 Penalty: 3069.579102
	Iteration 51F: 3 clusters Score -1057504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Entering Unmasked Estep 
Score: -1619115.500000 Penalty: 1600.287354
	Iteration 0F: 2 clusters Score -1619116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1606162.250000 Penalty: 3200.574707
	Iteration 0F: 3 clusters Score -1606162 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1610829.250000 Penalty: 3200.574707
	Iteration 1F: 3 clusters Score -1610829 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1611215.750000 Penalty: 3200.574707
	Iteration 2F: 3 clusters Score -1611216 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1611630.250000 Penalty: 3200.574707
	Iteration 3F: 3 clusters Score -1611630 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1612107.250000 Penalty: 3200.574707
	Iteration 4F: 3 clusters Score -1612107 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1612648.250000 Penalty: 3200.574707
	Iteration 5F: 3 clusters Score -1612648 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1613320.875000 Penalty: 3200.574707
	Iteration 6F: 3 clusters Score -1613321 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1614120.750000 Penalty: 3200.574707
	Iteration 7F: 3 clusters Score -1614121 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1614926.500000 Penalty: 3200.574707
	Iteration 8F: 3 clusters Score -1614926 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1615636.125000 Penalty: 3200.574707
	Iteration 9F: 3 clusters Score -1615636 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1616231.625000 Penalty: 3200.574707
	Iteration 10Q: 3 clusters Score -1616232 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1616657.625000 Penalty: 3200.574707
	Iteration 11Q: 3 clusters Score -1616658 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1617024.250000 Penalty: 3200.574707
	Iteration 12Q: 3 clusters Score -1617024 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1617283.125000 Penalty: 3200.574707
	Iteration 13Q: 3 clusters Score -1617283 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1617466.500000 Penalty: 3200.574707
	Iteration 14Q: 3 clusters Score -1617466 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1617589.250000 Penalty: 3200.574707
	Iteration 15Q: 3 clusters Score -1617589 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1617654.750000 Penalty: 3200.574707
	Iteration 16Q: 3 clusters Score -1617655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1617716.500000 Penalty: 3200.574707
	Iteration 17Q: 3 clusters Score -1617716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1617765.500000 Penalty: 3200.574707
	Iteration 18Q: 3 clusters Score -1617766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1617799.250000 Penalty: 3200.574707
	Iteration 19Q: 3 clusters Score -1617799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1617846.375000 Penalty: 3200.574707
	Iteration 20F: 3 clusters Score -1617846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1617877.625000 Penalty: 3200.574707
	Iteration 21Q: 3 clusters Score -1617878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1617907.125000 Penalty: 3200.574707
	Iteration 22Q: 3 clusters Score -1617907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1617927.000000 Penalty: 3200.574707
	Iteration 23Q: 3 clusters Score -1617927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1617948.125000 Penalty: 3200.574707
	Iteration 24Q: 3 clusters Score -1617948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1617973.875000 Penalty: 3200.574707
	Iteration 25Q: 3 clusters Score -1617974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1617987.375000 Penalty: 3200.574707
	Iteration 26Q: 3 clusters Score -1617987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1617994.750000 Penalty: 3200.574707
	Iteration 27Q: 3 clusters Score -1617995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1617998.250000 Penalty: 3200.574707
	Iteration 28Q: 3 clusters Score -1617998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1618006.125000 Penalty: 3200.574707
	Iteration 29Q: 3 clusters Score -1618006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1618007.875000 Penalty: 3200.574707
	Iteration 30Q: 3 clusters Score -1618008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1618007.250000 Penalty: 3200.574707
	Iteration 31Q: 3 clusters Score -1618007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1618016.500000 Penalty: 3200.574707
	Iteration 32Q: 3 clusters Score -1618016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1618016.500000 Penalty: 3200.574707
	Iteration 33Q: 3 clusters Score -1618016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1618022.625000 Penalty: 3200.574707
	Iteration 34Q: 3 clusters Score -1618023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1618025.375000 Penalty: 3200.574707
	Iteration 35Q: 3 clusters Score -1618025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1618031.500000 Penalty: 3200.574707
	Iteration 36Q: 3 clusters Score -1618032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1618034.250000 Penalty: 3200.574707
	Iteration 37Q: 3 clusters Score -1618034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1618035.000000 Penalty: 3200.574707
	Iteration 38Q: 3 clusters Score -1618035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1618037.875000 Penalty: 3200.574707
	Iteration 39Q: 3 clusters Score -1618038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1618042.875000 Penalty: 3200.574707
	Iteration 40F: 3 clusters Score -1618043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1618045.625000 Penalty: 3200.574707
	Iteration 41Q: 3 clusters Score -1618046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1618046.875000 Penalty: 3200.574707
	Iteration 42Q: 3 clusters Score -1618047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1618045.625000 Penalty: 3200.574707
	Iteration 43Q: 3 clusters Score -1618046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1618046.000000 Penalty: 3200.574707
	Iteration 44Q: 3 clusters Score -1618046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1618047.375000 Penalty: 3200.574707
	Iteration 45Q: 3 clusters Score -1618047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1618047.375000 Penalty: 3200.574707
	Iteration 46F: 3 clusters Score -1618047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Entering Unmasked Estep 
Score: -1026707.687500 Penalty: 1537.340088
	Iteration 0F: 2 clusters Score -1026708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1017843.687500 Penalty: 3074.680176
	Iteration 0F: 3 clusters Score -1017844 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1020875.937500 Penalty: 3074.680176
	Iteration 1F: 3 clusters Score -1020876 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1021257.562500 Penalty: 3074.680176
	Iteration 2F: 3 clusters Score -1021258 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1021661.437500 Penalty: 3074.680176
	Iteration 3F: 3 clusters Score -1021661 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1022181.687500 Penalty: 3074.680176
	Iteration 4F: 3 clusters Score -1022182 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1022748.625000 Penalty: 3074.680176
	Iteration 5F: 3 clusters Score -1022749 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1023297.687500 Penalty: 3074.680176
	Iteration 6F: 3 clusters Score -1023298 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1023819.937500 Penalty: 3074.680176
	Iteration 7Q: 3 clusters Score -1023820 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1024297.437500 Penalty: 3074.680176
	Iteration 8Q: 3 clusters Score -1024297 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1024665.562500 Penalty: 3074.680176
	Iteration 9Q: 3 clusters Score -1024666 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1024917.812500 Penalty: 3074.680176
	Iteration 10Q: 3 clusters Score -1024918 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1025096.312500 Penalty: 3074.680176
	Iteration 11Q: 3 clusters Score -1025096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1025215.437500 Penalty: 3074.680176
	Iteration 12Q: 3 clusters Score -1025215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1025302.750000 Penalty: 3074.680176
	Iteration 13Q: 3 clusters Score -1025303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1025352.937500 Penalty: 3074.680176
	Iteration 14Q: 3 clusters Score -1025353 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1025403.000000 Penalty: 3074.680176
	Iteration 15Q: 3 clusters Score -1025403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1025449.687500 Penalty: 3074.680176
	Iteration 16Q: 3 clusters Score -1025450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1025482.562500 Penalty: 3074.680176
	Iteration 17Q: 3 clusters Score -1025483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1025517.625000 Penalty: 3074.680176
	Iteration 18Q: 3 clusters Score -1025518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1025547.437500 Penalty: 3074.680176
	Iteration 19Q: 3 clusters Score -1025547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1025578.812500 Penalty: 3074.680176
	Iteration 20F: 3 clusters Score -1025579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1025609.312500 Penalty: 3074.680176
	Iteration 21Q: 3 clusters Score -1025609 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1025630.750000 Penalty: 3074.680176
	Iteration 22Q: 3 clusters Score -1025631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1025653.875000 Penalty: 3074.680176
	Iteration 23Q: 3 clusters Score -1025654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1025675.062500 Penalty: 3074.680176
	Iteration 24Q: 3 clusters Score -1025675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1025696.187500 Penalty: 3074.680176
	Iteration 25Q: 3 clusters Score -1025696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1025712.875000 Penalty: 3074.680176
	Iteration 26Q: 3 clusters Score -1025713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1025730.500000 Penalty: 3074.680176
	Iteration 27Q: 3 clusters Score -1025730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1025741.437500 Penalty: 3074.680176
	Iteration 28Q: 3 clusters Score -1025741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1025754.187500 Penalty: 3074.680176
	Iteration 29Q: 3 clusters Score -1025754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1025760.125000 Penalty: 3074.680176
	Iteration 30Q: 3 clusters Score -1025760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1025764.312500 Penalty: 3074.680176
	Iteration 31Q: 3 clusters Score -1025764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1025770.812500 Penalty: 3074.680176
	Iteration 32Q: 3 clusters Score -1025771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1025775.062500 Penalty: 3074.680176
	Iteration 33Q: 3 clusters Score -1025775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1025781.937500 Penalty: 3074.680176
	Iteration 34Q: 3 clusters Score -1025782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1025784.437500 Penalty: 3074.680176
	Iteration 35Q: 3 clusters Score -1025784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1025789.062500 Penalty: 3074.680176
	Iteration 36Q: 3 clusters Score -1025789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1025794.000000 Penalty: 3074.680176
	Iteration 37Q: 3 clusters Score -1025794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1025799.562500 Penalty: 3074.680176
	Iteration 38Q: 3 clusters Score -1025800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1025802.500000 Penalty: 3074.680176
	Iteration 39Q: 3 clusters Score -1025802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1025804.812500 Penalty: 3074.680176
	Iteration 40F: 3 clusters Score -1025805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1025808.375000 Penalty: 3074.680176
	Iteration 41Q: 3 clusters Score -1025808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1025811.750000 Penalty: 3074.680176
	Iteration 42Q: 3 clusters Score -1025812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1025819.375000 Penalty: 3074.680176
	Iteration 43Q: 3 clusters Score -1025819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1025824.312500 Penalty: 3074.680176
	Iteration 44Q: 3 clusters Score -1025824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1025824.437500 Penalty: 3074.680176
	Iteration 45Q: 3 clusters Score -1025824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1025826.750000 Penalty: 3074.680176
	Iteration 46Q: 3 clusters Score -1025827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1025831.000000 Penalty: 3074.680176
	Iteration 47Q: 3 clusters Score -1025831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1025836.000000 Penalty: 3074.680176
	Iteration 48Q: 3 clusters Score -1025836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1025838.812500 Penalty: 3074.680176
	Iteration 49Q: 3 clusters Score -1025839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1025842.312500 Penalty: 3074.680176
	Iteration 50Q: 3 clusters Score -1025842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1025844.312500 Penalty: 3074.680176
	Iteration 51Q: 3 clusters Score -1025844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1025845.000000 Penalty: 3074.680176
	Iteration 52Q: 3 clusters Score -1025845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1025845.000000 Penalty: 3074.680176
	Iteration 53Q: 3 clusters Score -1025845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1025845.562500 Penalty: 3074.680176
	Iteration 54Q: 3 clusters Score -1025846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1025844.875000 Penalty: 3074.680176
	Iteration 55Q: 3 clusters Score -1025845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1025847.500000 Penalty: 3074.680176
	Iteration 56Q: 3 clusters Score -1025848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1025849.937500 Penalty: 3074.680176
	Iteration 57Q: 3 clusters Score -1025850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1025852.562500 Penalty: 3074.680176
	Iteration 58Q: 3 clusters Score -1025853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1025854.250000 Penalty: 3074.680176
	Iteration 59Q: 3 clusters Score -1025854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1025854.312500 Penalty: 3074.680176
	Iteration 60F: 3 clusters Score -1025854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1025857.437500 Penalty: 3074.680176
	Iteration 61Q: 3 clusters Score -1025857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1025858.812500 Penalty: 3074.680176
	Iteration 62Q: 3 clusters Score -1025859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1025858.625000 Penalty: 3074.680176
	Iteration 63Q: 3 clusters Score -1025859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1025859.500000 Penalty: 3074.680176
	Iteration 64Q: 3 clusters Score -1025860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1025861.187500 Penalty: 3074.680176
	Iteration 65Q: 3 clusters Score -1025861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1025861.312500 Penalty: 3074.680176
	Iteration 66Q: 3 clusters Score -1025861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1025861.875000 Penalty: 3074.680176
	Iteration 67Q: 3 clusters Score -1025862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1025865.500000 Penalty: 3074.680176
	Iteration 68Q: 3 clusters Score -1025866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1025869.187500 Penalty: 3074.680176
	Iteration 69Q: 3 clusters Score -1025869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1025869.500000 Penalty: 3074.680176
	Iteration 70Q: 3 clusters Score -1025870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1025870.750000 Penalty: 3074.680176
	Iteration 71Q: 3 clusters Score -1025871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1025871.000000 Penalty: 3074.680176
	Iteration 72Q: 3 clusters Score -1025871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1025871.000000 Penalty: 3074.680176
	Iteration 73F: 3 clusters Score -1025871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -93093.539062 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -93093.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91562.546875 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -91562.55 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -91823.640625 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -91823.64 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91899.929688 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -91899.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -91937.117188 Penalty: 2287.033936
	Iteration 3Q: 3 clusters Score -91937.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91961.273438 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -91961.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91971.414062 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -91971.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91977.304688 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -91977.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91981.367188 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -91981.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -91986.804688 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -91986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91987.164062 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -91987.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -91987.539062 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -91987.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91987.960938 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -91987.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91989.125000 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -91989.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91990.078125 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -91990.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91991.000000 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -91991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91993.289062 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -91993.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91994.390625 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -91994.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -91994.390625 Penalty: 2287.033936
	Iteration 17F: 3 clusters Score -91994.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -279307.093750 Penalty: 1339.576172
	Iteration 0F: 2 clusters Score -279307.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -276126.687500 Penalty: 2679.152344
	Iteration 0F: 3 clusters Score -276126.7 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -277100.312500 Penalty: 2679.152344
	Iteration 1F: 3 clusters Score -277100.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -277408.718750 Penalty: 2679.152344
	Iteration 2F: 3 clusters Score -277408.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -277622.968750 Penalty: 2679.152344
	Iteration 3F: 3 clusters Score -277623 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -277857.281250 Penalty: 2679.152344
	Iteration 4F: 3 clusters Score -277857.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -278098.156250 Penalty: 2679.152344
	Iteration 5F: 3 clusters Score -278098.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -278243.343750 Penalty: 2679.152344
	Iteration 6Q: 3 clusters Score -278243.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -278336.687500 Penalty: 2679.152344
	Iteration 7Q: 3 clusters Score -278336.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -278418.687500 Penalty: 2679.152344
	Iteration 8Q: 3 clusters Score -278418.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -278508.187500 Penalty: 2679.152344
	Iteration 9Q: 3 clusters Score -278508.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -278581.593750 Penalty: 2679.152344
	Iteration 10Q: 3 clusters Score -278581.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -278635.875000 Penalty: 2679.152344
	Iteration 11Q: 3 clusters Score -278635.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -278684.062500 Penalty: 2679.152344
	Iteration 12Q: 3 clusters Score -278684.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -278726.406250 Penalty: 2679.152344
	Iteration 13Q: 3 clusters Score -278726.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -278764.218750 Penalty: 2679.152344
	Iteration 14Q: 3 clusters Score -278764.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -278798.375000 Penalty: 2679.152344
	Iteration 15Q: 3 clusters Score -278798.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -278815.343750 Penalty: 2679.152344
	Iteration 16Q: 3 clusters Score -278815.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -278823.562500 Penalty: 2679.152344
	Iteration 17Q: 3 clusters Score -278823.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -278830.937500 Penalty: 2679.152344
	Iteration 18Q: 3 clusters Score -278830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -278834.562500 Penalty: 2679.152344
	Iteration 19Q: 3 clusters Score -278834.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -278838.312500 Penalty: 2679.152344
	Iteration 20F: 3 clusters Score -278838.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -278841.281250 Penalty: 2679.152344
	Iteration 21Q: 3 clusters Score -278841.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -278842.781250 Penalty: 2679.152344
	Iteration 22Q: 3 clusters Score -278842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -278845.343750 Penalty: 2679.152344
	Iteration 23Q: 3 clusters Score -278845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -278847.281250 Penalty: 2679.152344
	Iteration 24Q: 3 clusters Score -278847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -278849.625000 Penalty: 2679.152344
	Iteration 25Q: 3 clusters Score -278849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278851.937500 Penalty: 2679.152344
	Iteration 26Q: 3 clusters Score -278851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278853.656250 Penalty: 2679.152344
	Iteration 27Q: 3 clusters Score -278853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -278855.937500 Penalty: 2679.152344
	Iteration 28Q: 3 clusters Score -278855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -278856.218750 Penalty: 2679.152344
	Iteration 29Q: 3 clusters Score -278856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -278857.968750 Penalty: 2679.152344
	Iteration 30Q: 3 clusters Score -278858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -278860.687500 Penalty: 2679.152344
	Iteration 31Q: 3 clusters Score -278860.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -278864.468750 Penalty: 2679.152344
	Iteration 32Q: 3 clusters Score -278864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -278866.093750 Penalty: 2679.152344
	Iteration 33Q: 3 clusters Score -278866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -278866.718750 Penalty: 2679.152344
	Iteration 34Q: 3 clusters Score -278866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -278866.562500 Penalty: 2679.152344
	Iteration 35Q: 3 clusters Score -278866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -278866.937500 Penalty: 2679.152344
	Iteration 36Q: 3 clusters Score -278866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -278867.593750 Penalty: 2679.152344
	Iteration 37Q: 3 clusters Score -278867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -278867.593750 Penalty: 2679.152344
	Iteration 38F: 3 clusters Score -278867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -945608.750000 Penalty: 1515.588745
	Iteration 0F: 2 clusters Score -945608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -937600.250000 Penalty: 3031.177490
	Iteration 0F: 3 clusters Score -937600.2 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -940517.250000 Penalty: 3031.177490
	Iteration 1F: 3 clusters Score -940517.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -940947.812500 Penalty: 3031.177490
	Iteration 2F: 3 clusters Score -940947.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -941334.062500 Penalty: 3031.177490
	Iteration 3F: 3 clusters Score -941334.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -941684.750000 Penalty: 3031.177490
	Iteration 4F: 3 clusters Score -941684.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -942026.312500 Penalty: 3031.177490
	Iteration 5F: 3 clusters Score -942026.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -942315.375000 Penalty: 3031.177490
	Iteration 6Q: 3 clusters Score -942315.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -942565.000000 Penalty: 3031.177490
	Iteration 7Q: 3 clusters Score -942565 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -942769.625000 Penalty: 3031.177490
	Iteration 8Q: 3 clusters Score -942769.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -942972.187500 Penalty: 3031.177490
	Iteration 9Q: 3 clusters Score -942972.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -943160.750000 Penalty: 3031.177490
	Iteration 10Q: 3 clusters Score -943160.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -943334.312500 Penalty: 3031.177490
	Iteration 11Q: 3 clusters Score -943334.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -943496.312500 Penalty: 3031.177490
	Iteration 12Q: 3 clusters Score -943496.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -943632.875000 Penalty: 3031.177490
	Iteration 13Q: 3 clusters Score -943632.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -943750.375000 Penalty: 3031.177490
	Iteration 14Q: 3 clusters Score -943750.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -943867.562500 Penalty: 3031.177490
	Iteration 15Q: 3 clusters Score -943867.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -943959.000000 Penalty: 3031.177490
	Iteration 16Q: 3 clusters Score -943959 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -944028.875000 Penalty: 3031.177490
	Iteration 17Q: 3 clusters Score -944028.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -944063.562500 Penalty: 3031.177490
	Iteration 18Q: 3 clusters Score -944063.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -944101.562500 Penalty: 3031.177490
	Iteration 19Q: 3 clusters Score -944101.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -944136.125000 Penalty: 3031.177490
	Iteration 20F: 3 clusters Score -944136.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -944174.437500 Penalty: 3031.177490
	Iteration 21Q: 3 clusters Score -944174.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -944208.187500 Penalty: 3031.177490
	Iteration 22Q: 3 clusters Score -944208.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -944237.125000 Penalty: 3031.177490
	Iteration 23Q: 3 clusters Score -944237.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -944263.437500 Penalty: 3031.177490
	Iteration 24Q: 3 clusters Score -944263.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -944285.000000 Penalty: 3031.177490
	Iteration 25Q: 3 clusters Score -944285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -944300.625000 Penalty: 3031.177490
	Iteration 26Q: 3 clusters Score -944300.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -944317.500000 Penalty: 3031.177490
	Iteration 27Q: 3 clusters Score -944317.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -944335.437500 Penalty: 3031.177490
	Iteration 28Q: 3 clusters Score -944335.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -944357.187500 Penalty: 3031.177490
	Iteration 29Q: 3 clusters Score -944357.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -944366.750000 Penalty: 3031.177490
	Iteration 30Q: 3 clusters Score -944366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -944378.875000 Penalty: 3031.177490
	Iteration 31Q: 3 clusters Score -944378.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -944391.750000 Penalty: 3031.177490
	Iteration 32Q: 3 clusters Score -944391.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -944409.062500 Penalty: 3031.177490
	Iteration 33Q: 3 clusters Score -944409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -944432.250000 Penalty: 3031.177490
	Iteration 34Q: 3 clusters Score -944432.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -944446.687500 Penalty: 3031.177490
	Iteration 35Q: 3 clusters Score -944446.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -944463.937500 Penalty: 3031.177490
	Iteration 36Q: 3 clusters Score -944463.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -944478.750000 Penalty: 3031.177490
	Iteration 37Q: 3 clusters Score -944478.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -944494.250000 Penalty: 3031.177490
	Iteration 38Q: 3 clusters Score -944494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -944502.250000 Penalty: 3031.177490
	Iteration 39Q: 3 clusters Score -944502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -944510.687500 Penalty: 3031.177490
	Iteration 40F: 3 clusters Score -944510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -944517.000000 Penalty: 3031.177490
	Iteration 41Q: 3 clusters Score -944517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -944524.125000 Penalty: 3031.177490
	Iteration 42Q: 3 clusters Score -944524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -944528.750000 Penalty: 3031.177490
	Iteration 43Q: 3 clusters Score -944528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -944535.312500 Penalty: 3031.177490
	Iteration 44Q: 3 clusters Score -944535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -944542.000000 Penalty: 3031.177490
	Iteration 45Q: 3 clusters Score -944542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -944546.937500 Penalty: 3031.177490
	Iteration 46Q: 3 clusters Score -944546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -944546.125000 Penalty: 3031.177490
	Iteration 47Q: 3 clusters Score -944546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -944545.875000 Penalty: 3031.177490
	Iteration 48Q: 3 clusters Score -944545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -944546.312500 Penalty: 3031.177490
	Iteration 49Q: 3 clusters Score -944546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -944549.312500 Penalty: 3031.177490
	Iteration 50Q: 3 clusters Score -944549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -944555.125000 Penalty: 3031.177490
	Iteration 51Q: 3 clusters Score -944555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -944558.625000 Penalty: 3031.177490
	Iteration 52Q: 3 clusters Score -944558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -944559.000000 Penalty: 3031.177490
	Iteration 53Q: 3 clusters Score -944559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -944560.937500 Penalty: 3031.177490
	Iteration 54Q: 3 clusters Score -944560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -944561.562500 Penalty: 3031.177490
	Iteration 55Q: 3 clusters Score -944561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -944563.187500 Penalty: 3031.177490
	Iteration 56Q: 3 clusters Score -944563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -944563.687500 Penalty: 3031.177490
	Iteration 57Q: 3 clusters Score -944563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -944564.562500 Penalty: 3031.177490
	Iteration 58Q: 3 clusters Score -944564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -944565.375000 Penalty: 3031.177490
	Iteration 59Q: 3 clusters Score -944565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -944565.375000 Penalty: 3031.177490
	Iteration 60F: 3 clusters Score -944565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -891651.312500 Penalty: 1511.531738
	Iteration 0F: 2 clusters Score -891651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -883766.875000 Penalty: 3023.063477
	Iteration 0F: 3 clusters Score -883766.9 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -886512.687500 Penalty: 3023.063477
	Iteration 1F: 3 clusters Score -886512.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -886766.500000 Penalty: 3023.063477
	Iteration 2F: 3 clusters Score -886766.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -886972.250000 Penalty: 3023.063477
	Iteration 3Q: 3 clusters Score -886972.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -887174.500000 Penalty: 3023.063477
	Iteration 4Q: 3 clusters Score -887174.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -887399.062500 Penalty: 3023.063477
	Iteration 5Q: 3 clusters Score -887399.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -887645.750000 Penalty: 3023.063477
	Iteration 6Q: 3 clusters Score -887645.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -887919.062500 Penalty: 3023.063477
	Iteration 7Q: 3 clusters Score -887919.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -888217.312500 Penalty: 3023.063477
	Iteration 8Q: 3 clusters Score -888217.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -888571.500000 Penalty: 3023.063477
	Iteration 9Q: 3 clusters Score -888571.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -888930.062500 Penalty: 3023.063477
	Iteration 10Q: 3 clusters Score -888930.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -889214.812500 Penalty: 3023.063477
	Iteration 11Q: 3 clusters Score -889214.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -889472.875000 Penalty: 3023.063477
	Iteration 12Q: 3 clusters Score -889472.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -889690.062500 Penalty: 3023.063477
	Iteration 13Q: 3 clusters Score -889690.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -889851.187500 Penalty: 3023.063477
	Iteration 14Q: 3 clusters Score -889851.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -889982.875000 Penalty: 3023.063477
	Iteration 15Q: 3 clusters Score -889982.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -890079.937500 Penalty: 3023.063477
	Iteration 16Q: 3 clusters Score -890079.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -890153.562500 Penalty: 3023.063477
	Iteration 17Q: 3 clusters Score -890153.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -890206.937500 Penalty: 3023.063477
	Iteration 18Q: 3 clusters Score -890206.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -890250.250000 Penalty: 3023.063477
	Iteration 19Q: 3 clusters Score -890250.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -890293.062500 Penalty: 3023.063477
	Iteration 20F: 3 clusters Score -890293.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -890325.062500 Penalty: 3023.063477
	Iteration 21Q: 3 clusters Score -890325.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -890357.500000 Penalty: 3023.063477
	Iteration 22Q: 3 clusters Score -890357.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -890381.687500 Penalty: 3023.063477
	Iteration 23Q: 3 clusters Score -890381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -890400.937500 Penalty: 3023.063477
	Iteration 24Q: 3 clusters Score -890400.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -890417.062500 Penalty: 3023.063477
	Iteration 25Q: 3 clusters Score -890417.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -890423.187500 Penalty: 3023.063477
	Iteration 26Q: 3 clusters Score -890423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -890428.000000 Penalty: 3023.063477
	Iteration 27Q: 3 clusters Score -890428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -890430.375000 Penalty: 3023.063477
	Iteration 28Q: 3 clusters Score -890430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -890430.875000 Penalty: 3023.063477
	Iteration 29Q: 3 clusters Score -890430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -890431.562500 Penalty: 3023.063477
	Iteration 30Q: 3 clusters Score -890431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -890433.000000 Penalty: 3023.063477
	Iteration 31Q: 3 clusters Score -890433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -890434.437500 Penalty: 3023.063477
	Iteration 32Q: 3 clusters Score -890434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -890434.437500 Penalty: 3023.063477
	Iteration 33F: 3 clusters Score -890434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -518026.906250 Penalty: 1420.148560
	Iteration 0F: 2 clusters Score -518026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -513290.593750 Penalty: 2840.297119
	Iteration 0F: 3 clusters Score -513290.6 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -514833.343750 Penalty: 2840.297119
	Iteration 1F: 3 clusters Score -514833.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -515279.875000 Penalty: 2840.297119
	Iteration 2F: 3 clusters Score -515279.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -515725.093750 Penalty: 2840.297119
	Iteration 3F: 3 clusters Score -515725.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -516104.656250 Penalty: 2840.297119
	Iteration 4F: 3 clusters Score -516104.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -516484.281250 Penalty: 2840.297119
	Iteration 5F: 3 clusters Score -516484.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -516786.531250 Penalty: 2840.297119
	Iteration 6F: 3 clusters Score -516786.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -517067.937500 Penalty: 2840.297119
	Iteration 7F: 3 clusters Score -517067.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -517290.375000 Penalty: 2840.297119
	Iteration 8Q: 3 clusters Score -517290.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -517430.843750 Penalty: 2840.297119
	Iteration 9Q: 3 clusters Score -517430.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -517512.468750 Penalty: 2840.297119
	Iteration 10Q: 3 clusters Score -517512.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -517567.000000 Penalty: 2840.297119
	Iteration 11Q: 3 clusters Score -517567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -517604.906250 Penalty: 2840.297119
	Iteration 12Q: 3 clusters Score -517604.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -517636.375000 Penalty: 2840.297119
	Iteration 13Q: 3 clusters Score -517636.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -517661.781250 Penalty: 2840.297119
	Iteration 14Q: 3 clusters Score -517661.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -517679.468750 Penalty: 2840.297119
	Iteration 15Q: 3 clusters Score -517679.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -517692.718750 Penalty: 2840.297119
	Iteration 16Q: 3 clusters Score -517692.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -517706.375000 Penalty: 2840.297119
	Iteration 17Q: 3 clusters Score -517706.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -517717.781250 Penalty: 2840.297119
	Iteration 18Q: 3 clusters Score -517717.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -517734.031250 Penalty: 2840.297119
	Iteration 19Q: 3 clusters Score -517734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -517748.062500 Penalty: 2840.297119
	Iteration 20F: 3 clusters Score -517748.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -517757.281250 Penalty: 2840.297119
	Iteration 21Q: 3 clusters Score -517757.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -517765.843750 Penalty: 2840.297119
	Iteration 22Q: 3 clusters Score -517765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -517771.656250 Penalty: 2840.297119
	Iteration 23Q: 3 clusters Score -517771.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -517772.031250 Penalty: 2840.297119
	Iteration 24Q: 3 clusters Score -517772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -517774.750000 Penalty: 2840.297119
	Iteration 25Q: 3 clusters Score -517774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -517774.937500 Penalty: 2840.297119
	Iteration 26Q: 3 clusters Score -517774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -517776.625000 Penalty: 2840.297119
	Iteration 27Q: 3 clusters Score -517776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -517776.937500 Penalty: 2840.297119
	Iteration 28Q: 3 clusters Score -517776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -517778.687500 Penalty: 2840.297119
	Iteration 29Q: 3 clusters Score -517778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -517780.218750 Penalty: 2840.297119
	Iteration 30Q: 3 clusters Score -517780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -517781.906250 Penalty: 2840.297119
	Iteration 31Q: 3 clusters Score -517781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -517783.937500 Penalty: 2840.297119
	Iteration 32Q: 3 clusters Score -517783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -517783.156250 Penalty: 2840.297119
	Iteration 33Q: 3 clusters Score -517783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -517784.937500 Penalty: 2840.297119
	Iteration 34Q: 3 clusters Score -517784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -517784.687500 Penalty: 2840.297119
	Iteration 35Q: 3 clusters Score -517784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -517784.343750 Penalty: 2840.297119
	Iteration 36Q: 3 clusters Score -517784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -517784.343750 Penalty: 2840.297119
	Iteration 37F: 3 clusters Score -517784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Entering Unmasked Estep 
Score: -13922861.000000 Penalty: 1948.442261
	Iteration 0F: 2 clusters Score -1.392286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -13814628.000000 Penalty: 3896.884521
	Iteration 0F: 3 clusters Score -1.381463e+07 nChanged 77829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -13861972.000000 Penalty: 3896.884521
	Iteration 1F: 3 clusters Score -1.386197e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -13864626.000000 Penalty: 3896.884521
	Iteration 2Q: 3 clusters Score -1.386463e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -13868977.000000 Penalty: 3896.884521
	Iteration 3F: 3 clusters Score -1.386898e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108673 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -13875752.000000 Penalty: 3896.884521
	Iteration 4F: 3 clusters Score -1.387575e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -13885075.000000 Penalty: 3896.884521
	Iteration 5F: 3 clusters Score -1.388508e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -13895571.000000 Penalty: 3896.884521
	Iteration 6F: 3 clusters Score -1.389557e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -13905192.000000 Penalty: 3896.884521
	Iteration 7F: 3 clusters Score -1.390519e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151411 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -13912729.000000 Penalty: 3896.884521
	Iteration 8F: 3 clusters Score -1.391273e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156565 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -13917179.000000 Penalty: 3896.884521
	Iteration 9Q: 3 clusters Score -1.391718e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13919436.000000 Penalty: 3896.884521
	Iteration 10Q: 3 clusters Score -1.391944e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13920345.000000 Penalty: 3896.884521
	Iteration 11Q: 3 clusters Score -1.392034e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13920751.000000 Penalty: 3896.884521
	Iteration 12Q: 3 clusters Score -1.392075e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13920940.000000 Penalty: 3896.884521
	Iteration 13Q: 3 clusters Score -1.392094e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13921030.000000 Penalty: 3896.884521
	Iteration 14Q: 3 clusters Score -1.392103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160952 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13921097.000000 Penalty: 3896.884521
	Iteration 15Q: 3 clusters Score -1.39211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13921124.000000 Penalty: 3896.884521
	Iteration 16Q: 3 clusters Score -1.392112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13921141.000000 Penalty: 3896.884521
	Iteration 17Q: 3 clusters Score -1.392114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13921149.000000 Penalty: 3896.884521
	Iteration 18Q: 3 clusters Score -1.392115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13921150.000000 Penalty: 3896.884521
	Iteration 19Q: 3 clusters Score -1.392115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13921152.000000 Penalty: 3896.884521
	Iteration 20F: 3 clusters Score -1.392115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13921148.000000 Penalty: 3896.884521
	Iteration 21Q: 3 clusters Score -1.392115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13921153.000000 Penalty: 3896.884521
	Iteration 22Q: 3 clusters Score -1.392115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13921153.000000 Penalty: 3896.884521
	Iteration 23F: 3 clusters Score -1.392115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Entering Unmasked Estep 
Score: -1506530.250000 Penalty: 1587.562134
	Iteration 0F: 2 clusters Score -1506530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1494476.375000 Penalty: 3175.124268
	Iteration 0F: 3 clusters Score -1494476 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1498680.000000 Penalty: 3175.124268
	Iteration 1F: 3 clusters Score -1498680 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1498980.250000 Penalty: 3175.124268
	Iteration 2F: 3 clusters Score -1498980 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1499261.500000 Penalty: 3175.124268
	Iteration 3Q: 3 clusters Score -1499262 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1499587.375000 Penalty: 3175.124268
	Iteration 4Q: 3 clusters Score -1499587 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1499988.875000 Penalty: 3175.124268
	Iteration 5Q: 3 clusters Score -1499989 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1500555.750000 Penalty: 3175.124268
	Iteration 6F: 3 clusters Score -1500556 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1501373.125000 Penalty: 3175.124268
	Iteration 7F: 3 clusters Score -1501373 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1502554.625000 Penalty: 3175.124268
	Iteration 8F: 3 clusters Score -1502555 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1503679.500000 Penalty: 3175.124268
	Iteration 9F: 3 clusters Score -1503680 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1504431.000000 Penalty: 3175.124268
	Iteration 10Q: 3 clusters Score -1504431 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1504779.000000 Penalty: 3175.124268
	Iteration 11Q: 3 clusters Score -1504779 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1504959.625000 Penalty: 3175.124268
	Iteration 12Q: 3 clusters Score -1504960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1505036.625000 Penalty: 3175.124268
	Iteration 13Q: 3 clusters Score -1505037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1505069.375000 Penalty: 3175.124268
	Iteration 14Q: 3 clusters Score -1505069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1505086.500000 Penalty: 3175.124268
	Iteration 15Q: 3 clusters Score -1505086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1505087.375000 Penalty: 3175.124268
	Iteration 16Q: 3 clusters Score -1505087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1505087.125000 Penalty: 3175.124268
	Iteration 17Q: 3 clusters Score -1505087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1505087.125000 Penalty: 3175.124268
	Iteration 18F: 3 clusters Score -1505087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (204671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204671 members 
Entering Unmasked Estep 
Score: -17649086.000000 Penalty: 1987.238403
	Iteration 0F: 2 clusters Score -1.764909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -17511748.000000 Penalty: 3974.476807
	Iteration 0F: 3 clusters Score -1.751175e+07 nChanged 99183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -17570470.000000 Penalty: 3974.476807
	Iteration 1F: 3 clusters Score -1.757047e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -17571616.000000 Penalty: 3974.476807
	Iteration 2Q: 3 clusters Score -1.757162e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -17573404.000000 Penalty: 3974.476807
	Iteration 3Q: 3 clusters Score -1.75734e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -17576408.000000 Penalty: 3974.476807
	Iteration 4Q: 3 clusters Score -1.757641e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -17581716.000000 Penalty: 3974.476807
	Iteration 5Q: 3 clusters Score -1.758172e+07 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 143194 members 
Entering Unmasked Estep 
Score: -17591150.000000 Penalty: 3974.476807
	Iteration 6F: 3 clusters Score -1.759115e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 160000 members 
Entering Unmasked Estep 
Score: -17605690.000000 Penalty: 3974.476807
	Iteration 7F: 3 clusters Score -1.760569e+07 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -17622126.000000 Penalty: 3974.476807
	Iteration 8F: 3 clusters Score -1.762213e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 191021 members 
Entering Unmasked Estep 
Score: -17635198.000000 Penalty: 3974.476807
	Iteration 9F: 3 clusters Score -1.76352e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 198782 members 
Entering Unmasked Estep 
Score: -17642430.000000 Penalty: 3974.476807
	Iteration 10Q: 3 clusters Score -1.764243e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 202327 members 
Entering Unmasked Estep 
Score: -17645500.000000 Penalty: 3974.476807
	Iteration 11Q: 3 clusters Score -1.76455e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 203693 members 
Entering Unmasked Estep 
Score: -17646618.000000 Penalty: 3974.476807
	Iteration 12Q: 3 clusters Score -1.764662e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 204148 members 
Entering Unmasked Estep 
Score: -17647032.000000 Penalty: 3974.476807
	Iteration 13Q: 3 clusters Score -1.764703e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 204309 members 
Entering Unmasked Estep 
Score: -17647180.000000 Penalty: 3974.476807
	Iteration 14Q: 3 clusters Score -1.764718e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 204381 members 
Entering Unmasked Estep 
Score: -17647268.000000 Penalty: 3974.476807
	Iteration 15Q: 3 clusters Score -1.764727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -17647298.000000 Penalty: 3974.476807
	Iteration 16Q: 3 clusters Score -1.76473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204425 members 
Entering Unmasked Estep 
Score: -17647318.000000 Penalty: 3974.476807
	Iteration 17Q: 3 clusters Score -1.764732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 204432 members 
Entering Unmasked Estep 
Score: -17647314.000000 Penalty: 3974.476807
	Iteration 18Q: 3 clusters Score -1.764731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -17647330.000000 Penalty: 3974.476807
	Iteration 19Q: 3 clusters Score -1.764733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204435 members 
Entering Unmasked Estep 
Score: -17647336.000000 Penalty: 3974.476807
	Iteration 20F: 3 clusters Score -1.764734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 204436 members 
Entering Unmasked Estep 
Score: -17647334.000000 Penalty: 3974.476807
	Iteration 21Q: 3 clusters Score -1.764733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -17647340.000000 Penalty: 3974.476807
	Iteration 22Q: 3 clusters Score -1.764734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204438 members 
Entering Unmasked Estep 
Score: -17647348.000000 Penalty: 3974.476807
	Iteration 23Q: 3 clusters Score -1.764735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -17647344.000000 Penalty: 3974.476807
	Iteration 24Q: 3 clusters Score -1.764734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 204439 members 
Entering Unmasked Estep 
Score: -17647344.000000 Penalty: 3974.476807
	Iteration 25Q: 3 clusters Score -1.764734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 204439 members 
Entering Unmasked Estep 
Score: -17647344.000000 Penalty: 3974.476807
	Iteration 26F: 3 clusters Score -1.764734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -845712.562500 Penalty: 1509.697266
	Iteration 0F: 2 clusters Score -845712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -837979.812500 Penalty: 3019.394531
	Iteration 0F: 3 clusters Score -837979.8 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -840965.062500 Penalty: 3019.394531
	Iteration 1F: 3 clusters Score -840965.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -841497.000000 Penalty: 3019.394531
	Iteration 2F: 3 clusters Score -841497 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -841962.187500 Penalty: 3019.394531
	Iteration 3F: 3 clusters Score -841962.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -842382.250000 Penalty: 3019.394531
	Iteration 4F: 3 clusters Score -842382.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -842726.187500 Penalty: 3019.394531
	Iteration 5F: 3 clusters Score -842726.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -843039.875000 Penalty: 3019.394531
	Iteration 6Q: 3 clusters Score -843039.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -843292.000000 Penalty: 3019.394531
	Iteration 7Q: 3 clusters Score -843292 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -843502.562500 Penalty: 3019.394531
	Iteration 8Q: 3 clusters Score -843502.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -843716.625000 Penalty: 3019.394531
	Iteration 9Q: 3 clusters Score -843716.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -843904.750000 Penalty: 3019.394531
	Iteration 10Q: 3 clusters Score -843904.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -844071.625000 Penalty: 3019.394531
	Iteration 11Q: 3 clusters Score -844071.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -844222.750000 Penalty: 3019.394531
	Iteration 12Q: 3 clusters Score -844222.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -844327.625000 Penalty: 3019.394531
	Iteration 13Q: 3 clusters Score -844327.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -844415.562500 Penalty: 3019.394531
	Iteration 14Q: 3 clusters Score -844415.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -844459.062500 Penalty: 3019.394531
	Iteration 15Q: 3 clusters Score -844459.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -844488.812500 Penalty: 3019.394531
	Iteration 16Q: 3 clusters Score -844488.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -844503.625000 Penalty: 3019.394531
	Iteration 17Q: 3 clusters Score -844503.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -844520.562500 Penalty: 3019.394531
	Iteration 18Q: 3 clusters Score -844520.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -844537.312500 Penalty: 3019.394531
	Iteration 19Q: 3 clusters Score -844537.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -844555.875000 Penalty: 3019.394531
	Iteration 20F: 3 clusters Score -844555.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -844570.687500 Penalty: 3019.394531
	Iteration 21Q: 3 clusters Score -844570.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -844588.812500 Penalty: 3019.394531
	Iteration 22Q: 3 clusters Score -844588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -844605.250000 Penalty: 3019.394531
	Iteration 23Q: 3 clusters Score -844605.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -844618.250000 Penalty: 3019.394531
	Iteration 24Q: 3 clusters Score -844618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -844630.812500 Penalty: 3019.394531
	Iteration 25Q: 3 clusters Score -844630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -844643.500000 Penalty: 3019.394531
	Iteration 26Q: 3 clusters Score -844643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -844650.625000 Penalty: 3019.394531
	Iteration 27Q: 3 clusters Score -844650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -844655.937500 Penalty: 3019.394531
	Iteration 28Q: 3 clusters Score -844655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -844661.312500 Penalty: 3019.394531
	Iteration 29Q: 3 clusters Score -844661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -844665.687500 Penalty: 3019.394531
	Iteration 30Q: 3 clusters Score -844665.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -844670.750000 Penalty: 3019.394531
	Iteration 31Q: 3 clusters Score -844670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -844671.250000 Penalty: 3019.394531
	Iteration 32Q: 3 clusters Score -844671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -844671.750000 Penalty: 3019.394531
	Iteration 33Q: 3 clusters Score -844671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -844672.187500 Penalty: 3019.394531
	Iteration 34Q: 3 clusters Score -844672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -844674.312500 Penalty: 3019.394531
	Iteration 35Q: 3 clusters Score -844674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -844675.125000 Penalty: 3019.394531
	Iteration 36Q: 3 clusters Score -844675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -844675.250000 Penalty: 3019.394531
	Iteration 37Q: 3 clusters Score -844675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -844677.187500 Penalty: 3019.394531
	Iteration 38Q: 3 clusters Score -844677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -844677.187500 Penalty: 3019.394531
	Iteration 39Q: 3 clusters Score -844677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -844677.187500 Penalty: 3019.394531
	Iteration 40F: 3 clusters Score -844677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Entering Unmasked Estep 
Score: -2117068.500000 Penalty: 1647.207397
	Iteration 0F: 2 clusters Score -2117068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2100079.250000 Penalty: 3294.414795
	Iteration 0F: 3 clusters Score -2100079 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2106468.500000 Penalty: 3294.414795
	Iteration 1F: 3 clusters Score -2106468 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2107063.000000 Penalty: 3294.414795
	Iteration 2F: 3 clusters Score -2107063 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2107736.500000 Penalty: 3294.414795
	Iteration 3F: 3 clusters Score -2107736 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2108570.500000 Penalty: 3294.414795
	Iteration 4F: 3 clusters Score -2108570 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2109540.500000 Penalty: 3294.414795
	Iteration 5F: 3 clusters Score -2109540 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2110650.500000 Penalty: 3294.414795
	Iteration 6F: 3 clusters Score -2110650 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2111789.500000 Penalty: 3294.414795
	Iteration 7F: 3 clusters Score -2111790 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2112812.000000 Penalty: 3294.414795
	Iteration 8F: 3 clusters Score -2112812 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2113559.000000 Penalty: 3294.414795
	Iteration 9Q: 3 clusters Score -2113559 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2114022.750000 Penalty: 3294.414795
	Iteration 10Q: 3 clusters Score -2114023 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2114318.000000 Penalty: 3294.414795
	Iteration 11Q: 3 clusters Score -2114318 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2114504.500000 Penalty: 3294.414795
	Iteration 12Q: 3 clusters Score -2114504 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2114659.500000 Penalty: 3294.414795
	Iteration 13Q: 3 clusters Score -2114660 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2114817.750000 Penalty: 3294.414795
	Iteration 14Q: 3 clusters Score -2114818 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2114953.000000 Penalty: 3294.414795
	Iteration 15Q: 3 clusters Score -2114953 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2115101.250000 Penalty: 3294.414795
	Iteration 16Q: 3 clusters Score -2115101 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2115264.000000 Penalty: 3294.414795
	Iteration 17Q: 3 clusters Score -2115264 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2115431.500000 Penalty: 3294.414795
	Iteration 18Q: 3 clusters Score -2115432 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2115588.000000 Penalty: 3294.414795
	Iteration 19Q: 3 clusters Score -2115588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2115754.750000 Penalty: 3294.414795
	Iteration 20F: 3 clusters Score -2115755 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2115917.250000 Penalty: 3294.414795
	Iteration 21Q: 3 clusters Score -2115917 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2116042.500000 Penalty: 3294.414795
	Iteration 22Q: 3 clusters Score -2116042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2116184.000000 Penalty: 3294.414795
	Iteration 23Q: 3 clusters Score -2116184 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2116304.750000 Penalty: 3294.414795
	Iteration 24Q: 3 clusters Score -2116305 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2116394.000000 Penalty: 3294.414795
	Iteration 25Q: 3 clusters Score -2116394 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2116470.000000 Penalty: 3294.414795
	Iteration 26Q: 3 clusters Score -2116470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2116534.250000 Penalty: 3294.414795
	Iteration 27Q: 3 clusters Score -2116534 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2116595.000000 Penalty: 3294.414795
	Iteration 28Q: 3 clusters Score -2116595 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2116658.250000 Penalty: 3294.414795
	Iteration 29Q: 3 clusters Score -2116658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2116712.250000 Penalty: 3294.414795
	Iteration 30Q: 3 clusters Score -2116712 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2116745.500000 Penalty: 3294.414795
	Iteration 31Q: 3 clusters Score -2116746 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2116781.000000 Penalty: 3294.414795
	Iteration 32Q: 3 clusters Score -2116781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2116828.750000 Penalty: 3294.414795
	Iteration 33Q: 3 clusters Score -2116829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2116857.500000 Penalty: 3294.414795
	Iteration 34Q: 3 clusters Score -2116858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2116876.500000 Penalty: 3294.414795
	Iteration 35Q: 3 clusters Score -2116876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2116897.500000 Penalty: 3294.414795
	Iteration 36Q: 3 clusters Score -2116898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2116915.250000 Penalty: 3294.414795
	Iteration 37Q: 3 clusters Score -2116915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2116935.250000 Penalty: 3294.414795
	Iteration 38Q: 3 clusters Score -2116935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2116945.750000 Penalty: 3294.414795
	Iteration 39Q: 3 clusters Score -2116946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2116958.500000 Penalty: 3294.414795
	Iteration 40F: 3 clusters Score -2116958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2116964.000000 Penalty: 3294.414795
	Iteration 41Q: 3 clusters Score -2116964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2116981.250000 Penalty: 3294.414795
	Iteration 42Q: 3 clusters Score -2116981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2116989.500000 Penalty: 3294.414795
	Iteration 43Q: 3 clusters Score -2116990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2116992.500000 Penalty: 3294.414795
	Iteration 44Q: 3 clusters Score -2116992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2117008.500000 Penalty: 3294.414795
	Iteration 45Q: 3 clusters Score -2117008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2117013.750000 Penalty: 3294.414795
	Iteration 46Q: 3 clusters Score -2117014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2117019.000000 Penalty: 3294.414795
	Iteration 47Q: 3 clusters Score -2117019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2117023.000000 Penalty: 3294.414795
	Iteration 48Q: 3 clusters Score -2117023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2117020.750000 Penalty: 3294.414795
	Iteration 49Q: 3 clusters Score -2117021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2117029.750000 Penalty: 3294.414795
	Iteration 50Q: 3 clusters Score -2117030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2117028.000000 Penalty: 3294.414795
	Iteration 51Q: 3 clusters Score -2117028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2117035.500000 Penalty: 3294.414795
	Iteration 52Q: 3 clusters Score -2117036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2117040.750000 Penalty: 3294.414795
	Iteration 53Q: 3 clusters Score -2117041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2117050.000000 Penalty: 3294.414795
	Iteration 54Q: 3 clusters Score -2117050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2117050.750000 Penalty: 3294.414795
	Iteration 55Q: 3 clusters Score -2117051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2117056.000000 Penalty: 3294.414795
	Iteration 56Q: 3 clusters Score -2117056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2117052.000000 Penalty: 3294.414795
	Iteration 57Q: 3 clusters Score -2117052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2117050.500000 Penalty: 3294.414795
	Iteration 58Q: 3 clusters Score -2117050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2117055.750000 Penalty: 3294.414795
	Iteration 59Q: 3 clusters Score -2117056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2117059.250000 Penalty: 3294.414795
	Iteration 60F: 3 clusters Score -2117059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2117064.750000 Penalty: 3294.414795
	Iteration 61Q: 3 clusters Score -2117065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2117071.750000 Penalty: 3294.414795
	Iteration 62Q: 3 clusters Score -2117072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2117074.750000 Penalty: 3294.414795
	Iteration 63Q: 3 clusters Score -2117075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2117075.000000 Penalty: 3294.414795
	Iteration 64Q: 3 clusters Score -2117075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2117073.250000 Penalty: 3294.414795
	Iteration 65Q: 3 clusters Score -2117073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2117078.750000 Penalty: 3294.414795
	Iteration 66Q: 3 clusters Score -2117079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2117081.250000 Penalty: 3294.414795
	Iteration 67Q: 3 clusters Score -2117081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2117085.500000 Penalty: 3294.414795
	Iteration 68Q: 3 clusters Score -2117086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2117088.250000 Penalty: 3294.414795
	Iteration 69Q: 3 clusters Score -2117088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2117091.750000 Penalty: 3294.414795
	Iteration 70Q: 3 clusters Score -2117092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2117091.750000 Penalty: 3294.414795
	Iteration 71Q: 3 clusters Score -2117092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2117089.000000 Penalty: 3294.414795
	Iteration 72Q: 3 clusters Score -2117089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2117088.250000 Penalty: 3294.414795
	Iteration 73Q: 3 clusters Score -2117088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2117091.250000 Penalty: 3294.414795
	Iteration 74Q: 3 clusters Score -2117091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2117093.000000 Penalty: 3294.414795
	Iteration 75Q: 3 clusters Score -2117093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2117095.250000 Penalty: 3294.414795
	Iteration 76Q: 3 clusters Score -2117095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2117096.000000 Penalty: 3294.414795
	Iteration 77Q: 3 clusters Score -2117096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2117098.500000 Penalty: 3294.414795
	Iteration 78Q: 3 clusters Score -2117098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2117095.250000 Penalty: 3294.414795
	Iteration 79Q: 3 clusters Score -2117095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2117094.750000 Penalty: 3294.414795
	Iteration 80F: 3 clusters Score -2117095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2117095.000000 Penalty: 3294.414795
	Iteration 81Q: 3 clusters Score -2117095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2117096.250000 Penalty: 3294.414795
	Iteration 82Q: 3 clusters Score -2117096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2117097.250000 Penalty: 3294.414795
	Iteration 83Q: 3 clusters Score -2117097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2117099.000000 Penalty: 3294.414795
	Iteration 84Q: 3 clusters Score -2117099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2117102.250000 Penalty: 3294.414795
	Iteration 85Q: 3 clusters Score -2117102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2117103.500000 Penalty: 3294.414795
	Iteration 86Q: 3 clusters Score -2117104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2117103.250000 Penalty: 3294.414795
	Iteration 87Q: 3 clusters Score -2117103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2117101.500000 Penalty: 3294.414795
	Iteration 88Q: 3 clusters Score -2117102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2117105.250000 Penalty: 3294.414795
	Iteration 89Q: 3 clusters Score -2117105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2117103.750000 Penalty: 3294.414795
	Iteration 90Q: 3 clusters Score -2117104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2117104.250000 Penalty: 3294.414795
	Iteration 91Q: 3 clusters Score -2117104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2117104.250000 Penalty: 3294.414795
	Iteration 92F: 3 clusters Score -2117104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10006 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 6244 members 
Mstep: Class 16 contains 161202 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 204671 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 22119 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 937 members 
Mstep: Class 26 contains 66465 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 3133 members 
Entering Unmasked Estep 
Score: -54417272.000000 Penalty: 69658.390625
Splitting cluster 20 changes total score from -54417388.000000 to -54417272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Entering Unmasked Estep 
Score: -1108394.750000 Penalty: 1540.224365
	Iteration 0F: 2 clusters Score -1108395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1099236.875000 Penalty: 3080.448730
	Iteration 0F: 3 clusters Score -1099237 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1102359.000000 Penalty: 3080.448730
	Iteration 1F: 3 clusters Score -1102359 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1102668.000000 Penalty: 3080.448730
	Iteration 2F: 3 clusters Score -1102668 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1102915.000000 Penalty: 3080.448730
	Iteration 3Q: 3 clusters Score -1102915 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1103123.000000 Penalty: 3080.448730
	Iteration 4Q: 3 clusters Score -1103123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1103302.375000 Penalty: 3080.448730
	Iteration 5Q: 3 clusters Score -1103302 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1103486.500000 Penalty: 3080.448730
	Iteration 6Q: 3 clusters Score -1103486 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1103694.750000 Penalty: 3080.448730
	Iteration 7Q: 3 clusters Score -1103695 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1103915.500000 Penalty: 3080.448730
	Iteration 8Q: 3 clusters Score -1103916 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1104151.250000 Penalty: 3080.448730
	Iteration 9Q: 3 clusters Score -1104151 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1104411.625000 Penalty: 3080.448730
	Iteration 10Q: 3 clusters Score -1104412 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1104675.625000 Penalty: 3080.448730
	Iteration 11Q: 3 clusters Score -1104676 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1104966.000000 Penalty: 3080.448730
	Iteration 12Q: 3 clusters Score -1104966 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1105270.875000 Penalty: 3080.448730
	Iteration 13Q: 3 clusters Score -1105271 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1105567.625000 Penalty: 3080.448730
	Iteration 14Q: 3 clusters Score -1105568 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1105837.375000 Penalty: 3080.448730
	Iteration 15Q: 3 clusters Score -1105837 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1106061.625000 Penalty: 3080.448730
	Iteration 16Q: 3 clusters Score -1106062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1106243.625000 Penalty: 3080.448730
	Iteration 17Q: 3 clusters Score -1106244 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1106391.500000 Penalty: 3080.448730
	Iteration 18Q: 3 clusters Score -1106392 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1106513.375000 Penalty: 3080.448730
	Iteration 19Q: 3 clusters Score -1106513 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1106628.000000 Penalty: 3080.448730
	Iteration 20F: 3 clusters Score -1106628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1106722.625000 Penalty: 3080.448730
	Iteration 21Q: 3 clusters Score -1106723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1106799.250000 Penalty: 3080.448730
	Iteration 22Q: 3 clusters Score -1106799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1106870.875000 Penalty: 3080.448730
	Iteration 23Q: 3 clusters Score -1106871 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1106914.500000 Penalty: 3080.448730
	Iteration 24Q: 3 clusters Score -1106914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1106954.375000 Penalty: 3080.448730
	Iteration 25Q: 3 clusters Score -1106954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1106981.250000 Penalty: 3080.448730
	Iteration 26Q: 3 clusters Score -1106981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1107006.875000 Penalty: 3080.448730
	Iteration 27Q: 3 clusters Score -1107007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1107030.250000 Penalty: 3080.448730
	Iteration 28Q: 3 clusters Score -1107030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1107047.250000 Penalty: 3080.448730
	Iteration 29Q: 3 clusters Score -1107047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1107055.000000 Penalty: 3080.448730
	Iteration 30Q: 3 clusters Score -1107055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1107064.375000 Penalty: 3080.448730
	Iteration 31Q: 3 clusters Score -1107064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1107071.500000 Penalty: 3080.448730
	Iteration 32Q: 3 clusters Score -1107072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1107078.625000 Penalty: 3080.448730
	Iteration 33Q: 3 clusters Score -1107079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1107088.125000 Penalty: 3080.448730
	Iteration 34Q: 3 clusters Score -1107088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1107095.750000 Penalty: 3080.448730
	Iteration 35Q: 3 clusters Score -1107096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1107099.500000 Penalty: 3080.448730
	Iteration 36Q: 3 clusters Score -1107100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1107101.500000 Penalty: 3080.448730
	Iteration 37Q: 3 clusters Score -1107102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1107103.250000 Penalty: 3080.448730
	Iteration 38Q: 3 clusters Score -1107103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1107106.375000 Penalty: 3080.448730
	Iteration 39Q: 3 clusters Score -1107106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1107109.625000 Penalty: 3080.448730
	Iteration 40F: 3 clusters Score -1107110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -706144.750000 Penalty: 1468.830811
	Iteration 0F: 2 clusters Score -706144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -699923.625000 Penalty: 2937.661621
	Iteration 0F: 3 clusters Score -699923.6 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -701870.812500 Penalty: 2937.661621
	Iteration 1F: 3 clusters Score -701870.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -702194.687500 Penalty: 2937.661621
	Iteration 2F: 3 clusters Score -702194.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -702467.687500 Penalty: 2937.661621
	Iteration 3F: 3 clusters Score -702467.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -702718.625000 Penalty: 2937.661621
	Iteration 4F: 3 clusters Score -702718.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -702975.312500 Penalty: 2937.661621
	Iteration 5Q: 3 clusters Score -702975.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -703237.375000 Penalty: 2937.661621
	Iteration 6Q: 3 clusters Score -703237.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -703465.625000 Penalty: 2937.661621
	Iteration 7Q: 3 clusters Score -703465.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -703677.937500 Penalty: 2937.661621
	Iteration 8Q: 3 clusters Score -703677.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -703866.312500 Penalty: 2937.661621
	Iteration 9Q: 3 clusters Score -703866.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -704018.250000 Penalty: 2937.661621
	Iteration 10Q: 3 clusters Score -704018.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -704139.187500 Penalty: 2937.661621
	Iteration 11Q: 3 clusters Score -704139.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -704225.187500 Penalty: 2937.661621
	Iteration 12Q: 3 clusters Score -704225.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -704301.062500 Penalty: 2937.661621
	Iteration 13Q: 3 clusters Score -704301.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -704380.125000 Penalty: 2937.661621
	Iteration 14Q: 3 clusters Score -704380.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -704451.687500 Penalty: 2937.661621
	Iteration 15Q: 3 clusters Score -704451.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -704508.937500 Penalty: 2937.661621
	Iteration 16Q: 3 clusters Score -704508.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -704552.062500 Penalty: 2937.661621
	Iteration 17Q: 3 clusters Score -704552.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -704577.562500 Penalty: 2937.661621
	Iteration 18Q: 3 clusters Score -704577.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -704601.375000 Penalty: 2937.661621
	Iteration 19Q: 3 clusters Score -704601.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -704625.562500 Penalty: 2937.661621
	Iteration 20F: 3 clusters Score -704625.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -704650.250000 Penalty: 2937.661621
	Iteration 21Q: 3 clusters Score -704650.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -704673.562500 Penalty: 2937.661621
	Iteration 22Q: 3 clusters Score -704673.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -704691.187500 Penalty: 2937.661621
	Iteration 23Q: 3 clusters Score -704691.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -704705.812500 Penalty: 2937.661621
	Iteration 24Q: 3 clusters Score -704705.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -704717.437500 Penalty: 2937.661621
	Iteration 25Q: 3 clusters Score -704717.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -704727.437500 Penalty: 2937.661621
	Iteration 26Q: 3 clusters Score -704727.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -704737.187500 Penalty: 2937.661621
	Iteration 27Q: 3 clusters Score -704737.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -704749.250000 Penalty: 2937.661621
	Iteration 28Q: 3 clusters Score -704749.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -704765.875000 Penalty: 2937.661621
	Iteration 29Q: 3 clusters Score -704765.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -704781.125000 Penalty: 2937.661621
	Iteration 30Q: 3 clusters Score -704781.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -704796.125000 Penalty: 2937.661621
	Iteration 31Q: 3 clusters Score -704796.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -704815.812500 Penalty: 2937.661621
	Iteration 32Q: 3 clusters Score -704815.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -704839.812500 Penalty: 2937.661621
	Iteration 33Q: 3 clusters Score -704839.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -704855.562500 Penalty: 2937.661621
	Iteration 34Q: 3 clusters Score -704855.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -704860.562500 Penalty: 2937.661621
	Iteration 35Q: 3 clusters Score -704860.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -704867.437500 Penalty: 2937.661621
	Iteration 36Q: 3 clusters Score -704867.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -704871.437500 Penalty: 2937.661621
	Iteration 37Q: 3 clusters Score -704871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -704873.750000 Penalty: 2937.661621
	Iteration 38Q: 3 clusters Score -704873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -704876.812500 Penalty: 2937.661621
	Iteration 39Q: 3 clusters Score -704876.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -704880.812500 Penalty: 2937.661621
	Iteration 40F: 3 clusters Score -704880.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -704883.812500 Penalty: 2937.661621
	Iteration 41Q: 3 clusters Score -704883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -704886.750000 Penalty: 2937.661621
	Iteration 42Q: 3 clusters Score -704886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -704890.687500 Penalty: 2937.661621
	Iteration 43Q: 3 clusters Score -704890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -704891.250000 Penalty: 2937.661621
	Iteration 44Q: 3 clusters Score -704891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -704891.500000 Penalty: 2937.661621
	Iteration 45Q: 3 clusters Score -704891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -704893.312500 Penalty: 2937.661621
	Iteration 46Q: 3 clusters Score -704893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -704892.562500 Penalty: 2937.661621
	Iteration 47Q: 3 clusters Score -704892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -704892.375000 Penalty: 2937.661621
	Iteration 48Q: 3 clusters Score -704892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -704892.187500 Penalty: 2937.661621
	Iteration 49Q: 3 clusters Score -704892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -704892.875000 Penalty: 2937.661621
	Iteration 50Q: 3 clusters Score -704892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -704892.375000 Penalty: 2937.661621
	Iteration 51Q: 3 clusters Score -704892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -704892.375000 Penalty: 2937.661621
	Iteration 52F: 3 clusters Score -704892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -256111.156250 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -256111.2 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 1562 members 
Entering Unmasked Estep 
Score: -253330.421875 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -253330.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -254030.343750 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -254030.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -254173.015625 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -254173 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -254257.000000 Penalty: 2615.440430
	Iteration 3Q: 3 clusters Score -254257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -254324.546875 Penalty: 2615.440430
	Iteration 4Q: 3 clusters Score -254324.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -254405.156250 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -254405.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -254466.640625 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -254466.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -254526.843750 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -254526.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -254597.171875 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -254597.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -254665.093750 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -254665.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -254728.531250 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -254728.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -254788.921875 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -254788.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -254853.234375 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -254853.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -254911.984375 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -254912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -254975.296875 Penalty: 2615.440430
	Iteration 14Q: 3 clusters Score -254975.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -255038.703125 Penalty: 2615.440430
	Iteration 15Q: 3 clusters Score -255038.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255086.796875 Penalty: 2615.440430
	Iteration 16Q: 3 clusters Score -255086.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255126.031250 Penalty: 2615.440430
	Iteration 17Q: 3 clusters Score -255126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255177.562500 Penalty: 2615.440430
	Iteration 18Q: 3 clusters Score -255177.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255232.781250 Penalty: 2615.440430
	Iteration 19Q: 3 clusters Score -255232.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -255291.390625 Penalty: 2615.440430
	Iteration 20F: 3 clusters Score -255291.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -255342.109375 Penalty: 2615.440430
	Iteration 21Q: 3 clusters Score -255342.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -255381.468750 Penalty: 2615.440430
	Iteration 22Q: 3 clusters Score -255381.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -255427.203125 Penalty: 2615.440430
	Iteration 23Q: 3 clusters Score -255427.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -255484.937500 Penalty: 2615.440430
	Iteration 24Q: 3 clusters Score -255484.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -255545.109375 Penalty: 2615.440430
	Iteration 25Q: 3 clusters Score -255545.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -255596.156250 Penalty: 2615.440430
	Iteration 26Q: 3 clusters Score -255596.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -255629.140625 Penalty: 2615.440430
	Iteration 27Q: 3 clusters Score -255629.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -255649.593750 Penalty: 2615.440430
	Iteration 28Q: 3 clusters Score -255649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255669.062500 Penalty: 2615.440430
	Iteration 29Q: 3 clusters Score -255669.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -255692.703125 Penalty: 2615.440430
	Iteration 30Q: 3 clusters Score -255692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -255711.015625 Penalty: 2615.440430
	Iteration 31Q: 3 clusters Score -255711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255727.390625 Penalty: 2615.440430
	Iteration 32Q: 3 clusters Score -255727.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255744.406250 Penalty: 2615.440430
	Iteration 33Q: 3 clusters Score -255744.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255768.875000 Penalty: 2615.440430
	Iteration 34Q: 3 clusters Score -255768.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -255786.156250 Penalty: 2615.440430
	Iteration 35Q: 3 clusters Score -255786.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255794.812500 Penalty: 2615.440430
	Iteration 36Q: 3 clusters Score -255794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -255806.218750 Penalty: 2615.440430
	Iteration 37Q: 3 clusters Score -255806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -255815.171875 Penalty: 2615.440430
	Iteration 38Q: 3 clusters Score -255815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -255820.171875 Penalty: 2615.440430
	Iteration 39Q: 3 clusters Score -255820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -255826.234375 Penalty: 2615.440430
	Iteration 40F: 3 clusters Score -255826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -255829.687500 Penalty: 2615.440430
	Iteration 41Q: 3 clusters Score -255829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -255836.375000 Penalty: 2615.440430
	Iteration 42Q: 3 clusters Score -255836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -255843.531250 Penalty: 2615.440430
	Iteration 43Q: 3 clusters Score -255843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -255856.062500 Penalty: 2615.440430
	Iteration 44Q: 3 clusters Score -255856.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -255875.203125 Penalty: 2615.440430
	Iteration 45Q: 3 clusters Score -255875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -255892.203125 Penalty: 2615.440430
	Iteration 46Q: 3 clusters Score -255892.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -255913.046875 Penalty: 2615.440430
	Iteration 47Q: 3 clusters Score -255913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -255948.531250 Penalty: 2615.440430
	Iteration 48Q: 3 clusters Score -255948.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -255977.500000 Penalty: 2615.440430
	Iteration 49Q: 3 clusters Score -255977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -255993.812500 Penalty: 2615.440430
	Iteration 50Q: 3 clusters Score -255993.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -256005.359375 Penalty: 2615.440430
	Iteration 51Q: 3 clusters Score -256005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -256013.703125 Penalty: 2615.440430
	Iteration 52Q: 3 clusters Score -256013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -256017.031250 Penalty: 2615.440430
	Iteration 53Q: 3 clusters Score -256017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -256018.828125 Penalty: 2615.440430
	Iteration 54Q: 3 clusters Score -256018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -256019.218750 Penalty: 2615.440430
	Iteration 55Q: 3 clusters Score -256019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -256019.218750 Penalty: 2615.440430
	Iteration 56F: 3 clusters Score -256019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -103713.406250 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -103713.4 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 621 members 
Entering Unmasked Estep 
Score: -102096.171875 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -102096.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102399.820312 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -102399.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -102482.046875 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -102482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -102525.476562 Penalty: 2320.131836
	Iteration 3Q: 3 clusters Score -102525.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102543.523438 Penalty: 2320.131836
	Iteration 4Q: 3 clusters Score -102543.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102561.101562 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -102561.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102577.242188 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -102577.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102592.187500 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -102592.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -102602.171875 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -102602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -102607.898438 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -102607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -102613.148438 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -102613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -102618.398438 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -102618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -102620.695312 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -102620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -102624.437500 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -102624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102631.453125 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -102631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102637.195312 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -102637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -102641.687500 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -102641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102646.531250 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -102646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102654.734375 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -102654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -102660.945312 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -102660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102669.406250 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -102669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -102678.335938 Penalty: 2320.131836
	Iteration 21Q: 3 clusters Score -102678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102679.007812 Penalty: 2320.131836
	Iteration 22Q: 3 clusters Score -102679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102679.007812 Penalty: 2320.131836
	Iteration 23F: 3 clusters Score -102679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -76066.585938 Penalty: 1111.936035
	Iteration 0F: 2 clusters Score -76066.59 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 485 members 
Entering Unmasked Estep 
Score: -74644.320312 Penalty: 2223.872070
	Iteration 0F: 3 clusters Score -74644.32 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74925.570312 Penalty: 2223.872070
	Iteration 1F: 3 clusters Score -74925.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75019.101562 Penalty: 2223.872070
	Iteration 2F: 3 clusters Score -75019.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75077.500000 Penalty: 2223.872070
	Iteration 3Q: 3 clusters Score -75077.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75127.218750 Penalty: 2223.872070
	Iteration 4Q: 3 clusters Score -75127.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75158.710938 Penalty: 2223.872070
	Iteration 5Q: 3 clusters Score -75158.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75182.226562 Penalty: 2223.872070
	Iteration 6Q: 3 clusters Score -75182.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75194.984375 Penalty: 2223.872070
	Iteration 7Q: 3 clusters Score -75194.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75207.585938 Penalty: 2223.872070
	Iteration 8Q: 3 clusters Score -75207.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75214.085938 Penalty: 2223.872070
	Iteration 9Q: 3 clusters Score -75214.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75219.906250 Penalty: 2223.872070
	Iteration 10Q: 3 clusters Score -75219.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75224.109375 Penalty: 2223.872070
	Iteration 11Q: 3 clusters Score -75224.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75228.257812 Penalty: 2223.872070
	Iteration 12Q: 3 clusters Score -75228.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75230.078125 Penalty: 2223.872070
	Iteration 13Q: 3 clusters Score -75230.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75232.148438 Penalty: 2223.872070
	Iteration 14Q: 3 clusters Score -75232.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75232.757812 Penalty: 2223.872070
	Iteration 15Q: 3 clusters Score -75232.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75233.828125 Penalty: 2223.872070
	Iteration 16Q: 3 clusters Score -75233.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75234.570312 Penalty: 2223.872070
	Iteration 17Q: 3 clusters Score -75234.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75234.570312 Penalty: 2223.872070
	Iteration 18F: 3 clusters Score -75234.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (66465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Entering Unmasked Estep 
Score: -5700828.000000 Penalty: 1804.470093
	Iteration 0F: 2 clusters Score -5700828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -5656352.500000 Penalty: 3608.940186
	Iteration 0F: 3 clusters Score -5656352 nChanged 31591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5674465.000000 Penalty: 3608.940186
	Iteration 1F: 3 clusters Score -5674465 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5675407.000000 Penalty: 3608.940186
	Iteration 2Q: 3 clusters Score -5675407 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5676642.500000 Penalty: 3608.940186
	Iteration 3Q: 3 clusters Score -5676642 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5678358.000000 Penalty: 3608.940186
	Iteration 4Q: 3 clusters Score -5678358 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -5680352.000000 Penalty: 3608.940186
	Iteration 5F: 3 clusters Score -5680352 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5682609.500000 Penalty: 3608.940186
	Iteration 6F: 3 clusters Score -5682610 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5684906.500000 Penalty: 3608.940186
	Iteration 7F: 3 clusters Score -5684906 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -5687164.000000 Penalty: 3608.940186
	Iteration 8F: 3 clusters Score -5687164 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5689150.000000 Penalty: 3608.940186
	Iteration 9Q: 3 clusters Score -5689150 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -5690923.000000 Penalty: 3608.940186
	Iteration 10Q: 3 clusters Score -5690923 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5692475.500000 Penalty: 3608.940186
	Iteration 11Q: 3 clusters Score -5692476 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5693895.500000 Penalty: 3608.940186
	Iteration 12Q: 3 clusters Score -5693896 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -5695067.500000 Penalty: 3608.940186
	Iteration 13Q: 3 clusters Score -5695068 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5695986.500000 Penalty: 3608.940186
	Iteration 14Q: 3 clusters Score -5695986 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5696892.000000 Penalty: 3608.940186
	Iteration 15Q: 3 clusters Score -5696892 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5697583.000000 Penalty: 3608.940186
	Iteration 16Q: 3 clusters Score -5697583 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5698206.000000 Penalty: 3608.940186
	Iteration 17Q: 3 clusters Score -5698206 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5698621.000000 Penalty: 3608.940186
	Iteration 18Q: 3 clusters Score -5698621 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5698906.500000 Penalty: 3608.940186
	Iteration 19Q: 3 clusters Score -5698906 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5699068.500000 Penalty: 3608.940186
	Iteration 20F: 3 clusters Score -5699068 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5699195.000000 Penalty: 3608.940186
	Iteration 21Q: 3 clusters Score -5699195 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5699293.500000 Penalty: 3608.940186
	Iteration 22Q: 3 clusters Score -5699294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5699343.000000 Penalty: 3608.940186
	Iteration 23Q: 3 clusters Score -5699343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5699373.000000 Penalty: 3608.940186
	Iteration 24Q: 3 clusters Score -5699373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5699409.000000 Penalty: 3608.940186
	Iteration 25Q: 3 clusters Score -5699409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5699456.000000 Penalty: 3608.940186
	Iteration 26Q: 3 clusters Score -5699456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5699493.000000 Penalty: 3608.940186
	Iteration 27Q: 3 clusters Score -5699493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5699532.000000 Penalty: 3608.940186
	Iteration 28Q: 3 clusters Score -5699532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5699555.000000 Penalty: 3608.940186
	Iteration 29Q: 3 clusters Score -5699555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5699565.000000 Penalty: 3608.940186
	Iteration 30Q: 3 clusters Score -5699565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5699585.500000 Penalty: 3608.940186
	Iteration 31Q: 3 clusters Score -5699586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5699605.000000 Penalty: 3608.940186
	Iteration 32Q: 3 clusters Score -5699605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5699616.500000 Penalty: 3608.940186
	Iteration 33Q: 3 clusters Score -5699616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5699632.000000 Penalty: 3608.940186
	Iteration 34Q: 3 clusters Score -5699632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5699636.000000 Penalty: 3608.940186
	Iteration 35Q: 3 clusters Score -5699636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5699638.500000 Penalty: 3608.940186
	Iteration 36Q: 3 clusters Score -5699638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5699644.000000 Penalty: 3608.940186
	Iteration 37Q: 3 clusters Score -5699644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5699639.500000 Penalty: 3608.940186
	Iteration 38Q: 3 clusters Score -5699640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5699643.000000 Penalty: 3608.940186
	Iteration 39Q: 3 clusters Score -5699643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5699641.500000 Penalty: 3608.940186
	Iteration 40F: 3 clusters Score -5699642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5699644.000000 Penalty: 3608.940186
	Iteration 41Q: 3 clusters Score -5699644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5699642.000000 Penalty: 3608.940186
	Iteration 42Q: 3 clusters Score -5699642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5699640.000000 Penalty: 3608.940186
	Iteration 43Q: 3 clusters Score -5699640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5699645.500000 Penalty: 3608.940186
	Iteration 44Q: 3 clusters Score -5699646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5699646.000000 Penalty: 3608.940186
	Iteration 45Q: 3 clusters Score -5699646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5699648.500000 Penalty: 3608.940186
	Iteration 46Q: 3 clusters Score -5699648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5699648.500000 Penalty: 3608.940186
	Iteration 47F: 3 clusters Score -5699648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -191077.593750 Penalty: 1262.180420
	Iteration 0F: 2 clusters Score -191077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -188735.296875 Penalty: 2524.360840
	Iteration 0F: 3 clusters Score -188735.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -189257.796875 Penalty: 2524.360840
	Iteration 1F: 3 clusters Score -189257.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189376.718750 Penalty: 2524.360840
	Iteration 2F: 3 clusters Score -189376.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189461.734375 Penalty: 2524.360840
	Iteration 3Q: 3 clusters Score -189461.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -189536.359375 Penalty: 2524.360840
	Iteration 4Q: 3 clusters Score -189536.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -189597.796875 Penalty: 2524.360840
	Iteration 5Q: 3 clusters Score -189597.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -189676.734375 Penalty: 2524.360840
	Iteration 6Q: 3 clusters Score -189676.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -189808.421875 Penalty: 2524.360840
	Iteration 7Q: 3 clusters Score -189808.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -190001.812500 Penalty: 2524.360840
	Iteration 8Q: 3 clusters Score -190001.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -190128.187500 Penalty: 2524.360840
	Iteration 9Q: 3 clusters Score -190128.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -190221.750000 Penalty: 2524.360840
	Iteration 10Q: 3 clusters Score -190221.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190303.703125 Penalty: 2524.360840
	Iteration 11Q: 3 clusters Score -190303.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190388.453125 Penalty: 2524.360840
	Iteration 12Q: 3 clusters Score -190388.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -190469.046875 Penalty: 2524.360840
	Iteration 13Q: 3 clusters Score -190469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190544.421875 Penalty: 2524.360840
	Iteration 14Q: 3 clusters Score -190544.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -190632.484375 Penalty: 2524.360840
	Iteration 15Q: 3 clusters Score -190632.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -190688.828125 Penalty: 2524.360840
	Iteration 16Q: 3 clusters Score -190688.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -190716.562500 Penalty: 2524.360840
	Iteration 17Q: 3 clusters Score -190716.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -190732.093750 Penalty: 2524.360840
	Iteration 18Q: 3 clusters Score -190732.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190751.343750 Penalty: 2524.360840
	Iteration 19Q: 3 clusters Score -190751.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190772.140625 Penalty: 2524.360840
	Iteration 20F: 3 clusters Score -190772.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -190782.906250 Penalty: 2524.360840
	Iteration 21Q: 3 clusters Score -190782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190788.500000 Penalty: 2524.360840
	Iteration 22Q: 3 clusters Score -190788.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190794.718750 Penalty: 2524.360840
	Iteration 23Q: 3 clusters Score -190794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -190801.156250 Penalty: 2524.360840
	Iteration 24Q: 3 clusters Score -190801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -190806.859375 Penalty: 2524.360840
	Iteration 25Q: 3 clusters Score -190806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190816.484375 Penalty: 2524.360840
	Iteration 26Q: 3 clusters Score -190816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190826.093750 Penalty: 2524.360840
	Iteration 27Q: 3 clusters Score -190826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -190844.125000 Penalty: 2524.360840
	Iteration 28Q: 3 clusters Score -190844.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -190862.312500 Penalty: 2524.360840
	Iteration 29Q: 3 clusters Score -190862.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -190872.921875 Penalty: 2524.360840
	Iteration 30Q: 3 clusters Score -190872.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190887.328125 Penalty: 2524.360840
	Iteration 31Q: 3 clusters Score -190887.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190905.375000 Penalty: 2524.360840
	Iteration 32Q: 3 clusters Score -190905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -190924.046875 Penalty: 2524.360840
	Iteration 33Q: 3 clusters Score -190924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190949.390625 Penalty: 2524.360840
	Iteration 34Q: 3 clusters Score -190949.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -190972.734375 Penalty: 2524.360840
	Iteration 35Q: 3 clusters Score -190972.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190984.703125 Penalty: 2524.360840
	Iteration 36Q: 3 clusters Score -190984.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -191009.937500 Penalty: 2524.360840
	Iteration 37Q: 3 clusters Score -191009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -191023.765625 Penalty: 2524.360840
	Iteration 38Q: 3 clusters Score -191023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -191027.703125 Penalty: 2524.360840
	Iteration 39Q: 3 clusters Score -191027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -191028.468750 Penalty: 2524.360840
	Iteration 40F: 3 clusters Score -191028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -191029.062500 Penalty: 2524.360840
	Iteration 41Q: 3 clusters Score -191029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191030.187500 Penalty: 2524.360840
	Iteration 42Q: 3 clusters Score -191030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191030.187500 Penalty: 2524.360840
	Iteration 43F: 3 clusters Score -191030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -526362.687500 Penalty: 1420.044434
	Iteration 0F: 2 clusters Score -526362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -521621.031250 Penalty: 2840.088867
	Iteration 0F: 3 clusters Score -521621 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -523060.437500 Penalty: 2840.088867
	Iteration 1F: 3 clusters Score -523060.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -523310.406250 Penalty: 2840.088867
	Iteration 2F: 3 clusters Score -523310.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -523576.062500 Penalty: 2840.088867
	Iteration 3F: 3 clusters Score -523576.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -523848.812500 Penalty: 2840.088867
	Iteration 4F: 3 clusters Score -523848.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -524127.875000 Penalty: 2840.088867
	Iteration 5F: 3 clusters Score -524127.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -524356.750000 Penalty: 2840.088867
	Iteration 6F: 3 clusters Score -524356.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -524571.000000 Penalty: 2840.088867
	Iteration 7Q: 3 clusters Score -524571 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -524788.687500 Penalty: 2840.088867
	Iteration 8Q: 3 clusters Score -524788.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -524963.562500 Penalty: 2840.088867
	Iteration 9Q: 3 clusters Score -524963.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -525099.000000 Penalty: 2840.088867
	Iteration 10Q: 3 clusters Score -525099 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -525185.625000 Penalty: 2840.088867
	Iteration 11Q: 3 clusters Score -525185.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -525250.187500 Penalty: 2840.088867
	Iteration 12Q: 3 clusters Score -525250.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -525290.062500 Penalty: 2840.088867
	Iteration 13Q: 3 clusters Score -525290.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -525337.437500 Penalty: 2840.088867
	Iteration 14Q: 3 clusters Score -525337.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -525378.250000 Penalty: 2840.088867
	Iteration 15Q: 3 clusters Score -525378.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -525405.000000 Penalty: 2840.088867
	Iteration 16Q: 3 clusters Score -525405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -525426.062500 Penalty: 2840.088867
	Iteration 17Q: 3 clusters Score -525426.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -525446.625000 Penalty: 2840.088867
	Iteration 18Q: 3 clusters Score -525446.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -525468.750000 Penalty: 2840.088867
	Iteration 19Q: 3 clusters Score -525468.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -525491.437500 Penalty: 2840.088867
	Iteration 20F: 3 clusters Score -525491.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -525516.375000 Penalty: 2840.088867
	Iteration 21Q: 3 clusters Score -525516.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -525544.687500 Penalty: 2840.088867
	Iteration 22Q: 3 clusters Score -525544.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -525575.750000 Penalty: 2840.088867
	Iteration 23Q: 3 clusters Score -525575.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -525615.750000 Penalty: 2840.088867
	Iteration 24Q: 3 clusters Score -525615.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -525652.250000 Penalty: 2840.088867
	Iteration 25Q: 3 clusters Score -525652.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -525683.625000 Penalty: 2840.088867
	Iteration 26Q: 3 clusters Score -525683.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -525715.250000 Penalty: 2840.088867
	Iteration 27Q: 3 clusters Score -525715.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -525741.687500 Penalty: 2840.088867
	Iteration 28Q: 3 clusters Score -525741.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -525767.187500 Penalty: 2840.088867
	Iteration 29Q: 3 clusters Score -525767.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -525781.500000 Penalty: 2840.088867
	Iteration 30Q: 3 clusters Score -525781.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -525796.687500 Penalty: 2840.088867
	Iteration 31Q: 3 clusters Score -525796.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -525808.937500 Penalty: 2840.088867
	Iteration 32Q: 3 clusters Score -525808.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -525819.250000 Penalty: 2840.088867
	Iteration 33Q: 3 clusters Score -525819.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -525827.062500 Penalty: 2840.088867
	Iteration 34Q: 3 clusters Score -525827.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -525839.062500 Penalty: 2840.088867
	Iteration 35Q: 3 clusters Score -525839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -525847.000000 Penalty: 2840.088867
	Iteration 36Q: 3 clusters Score -525847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -525852.187500 Penalty: 2840.088867
	Iteration 37Q: 3 clusters Score -525852.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -525859.687500 Penalty: 2840.088867
	Iteration 38Q: 3 clusters Score -525859.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -525866.437500 Penalty: 2840.088867
	Iteration 39Q: 3 clusters Score -525866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -525871.687500 Penalty: 2840.088867
	Iteration 40F: 3 clusters Score -525871.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -525875.375000 Penalty: 2840.088867
	Iteration 41Q: 3 clusters Score -525875.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -525879.250000 Penalty: 2840.088867
	Iteration 42Q: 3 clusters Score -525879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -525883.250000 Penalty: 2840.088867
	Iteration 43Q: 3 clusters Score -525883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -525884.812500 Penalty: 2840.088867
	Iteration 44Q: 3 clusters Score -525884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -525888.437500 Penalty: 2840.088867
	Iteration 45Q: 3 clusters Score -525888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -525890.562500 Penalty: 2840.088867
	Iteration 46Q: 3 clusters Score -525890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -525893.125000 Penalty: 2840.088867
	Iteration 47Q: 3 clusters Score -525893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -525893.937500 Penalty: 2840.088867
	Iteration 48Q: 3 clusters Score -525893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -525895.937500 Penalty: 2840.088867
	Iteration 49Q: 3 clusters Score -525895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -525896.312500 Penalty: 2840.088867
	Iteration 50Q: 3 clusters Score -525896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -525896.250000 Penalty: 2840.088867
	Iteration 51Q: 3 clusters Score -525896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -525897.750000 Penalty: 2840.088867
	Iteration 52Q: 3 clusters Score -525897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -525897.750000 Penalty: 2840.088867
	Iteration 53F: 3 clusters Score -525897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -104671.804688 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -104671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102885.343750 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -102885.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -103324.578125 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -103324.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -103476.273438 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -103476.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -103584.226562 Penalty: 2383.869141
	Iteration 3F: 3 clusters Score -103584.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -103676.906250 Penalty: 2383.869141
	Iteration 4F: 3 clusters Score -103676.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -103733.257812 Penalty: 2383.869141
	Iteration 5Q: 3 clusters Score -103733.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -103784.109375 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -103784.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -103838.890625 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -103838.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -103895.625000 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -103895.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -103923.593750 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -103923.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -103942.898438 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -103942.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -103962.757812 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -103962.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -103980.585938 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -103980.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103999.351562 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -103999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -104013.531250 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -104013.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -104027.328125 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -104027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -104034.015625 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -104034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -104043.117188 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -104043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -104048.398438 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -104048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -104056.039062 Penalty: 2383.869141
	Iteration 19Q: 3 clusters Score -104056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104061.632812 Penalty: 2383.869141
	Iteration 20F: 3 clusters Score -104061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104063.367188 Penalty: 2383.869141
	Iteration 21Q: 3 clusters Score -104063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104064.859375 Penalty: 2383.869141
	Iteration 22Q: 3 clusters Score -104064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -104064.859375 Penalty: 2383.869141
	Iteration 23F: 3 clusters Score -104064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -199834.890625 Penalty: 1268.323364
	Iteration 0F: 2 clusters Score -199834.9 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 1235 members 
Entering Unmasked Estep 
Score: -197478.218750 Penalty: 2536.646729
	Iteration 0F: 3 clusters Score -197478.2 nChanged 904
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: -198201.078125 Penalty: 2536.646729
	Iteration 1F: 3 clusters Score -198201.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -198516.593750 Penalty: 2536.646729
	Iteration 2F: 3 clusters Score -198516.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -198758.734375 Penalty: 2536.646729
	Iteration 3F: 3 clusters Score -198758.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -198958.593750 Penalty: 2536.646729
	Iteration 4F: 3 clusters Score -198958.6 nChanged 129
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: -199129.437500 Penalty: 2536.646729
	Iteration 5F: 3 clusters Score -199129.4 nChanged 98
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: -199292.921875 Penalty: 2536.646729
	Iteration 6Q: 3 clusters Score -199292.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -199432.765625 Penalty: 2536.646729
	Iteration 7Q: 3 clusters Score -199432.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -199539.093750 Penalty: 2536.646729
	Iteration 8Q: 3 clusters Score -199539.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -199588.281250 Penalty: 2536.646729
	Iteration 9Q: 3 clusters Score -199588.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -199605.140625 Penalty: 2536.646729
	Iteration 10Q: 3 clusters Score -199605.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -199611.875000 Penalty: 2536.646729
	Iteration 11Q: 3 clusters Score -199611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -199614.406250 Penalty: 2536.646729
	Iteration 12Q: 3 clusters Score -199614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -199614.406250 Penalty: 2536.646729
	Iteration 13F: 3 clusters Score -199614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -206636.718750 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -206636.7 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 1368 members 
Entering Unmasked Estep 
Score: -204031.843750 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -204031.8 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -204783.281250 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -204783.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -205016.234375 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -205016.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -205195.046875 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -205195 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -205316.296875 Penalty: 2582.995605
	Iteration 4F: 3 clusters Score -205316.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -205421.750000 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -205421.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -205499.515625 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -205499.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -205574.312500 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -205574.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205638.500000 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -205638.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -205680.609375 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -205680.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -205697.640625 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -205697.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205705.093750 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -205705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -205713.859375 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -205713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -205718.546875 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -205718.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -205723.078125 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -205723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -205728.843750 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -205728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -205733.437500 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -205733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -205740.718750 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -205740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -205746.578125 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -205746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -205747.500000 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -205747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -205747.750000 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -205747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10006 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 6244 members 
Mstep: Class 16 contains 161202 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 204671 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 937 members 
Mstep: Class 26 contains 66465 members 
Mstep: Class 27 contains 2362 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417424.000000 Penalty: 67481.570312
Iteration 159Q: 32 clusters Score -5.441742e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10005 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 14900 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11233 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 6245 members 
Mstep: Class 16 contains 161198 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204670 members 
Mstep: Class 19 contains 10832 members 
Mstep: Class 20 contains 25253 members 
Mstep: Class 21 contains 13071 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 66474 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417436.000000 Penalty: 67481.570312
Iteration 160F: 32 clusters Score -5.441744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11234 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 6248 members 
Mstep: Class 16 contains 161193 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 204669 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 13069 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66479 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 2453 members 
Mstep: Class 31 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417384.000000 Penalty: 67481.570312
Iteration 161Q: 32 clusters Score -5.441738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 14895 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12641 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11235 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 161192 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204664 members 
Mstep: Class 19 contains 10840 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66484 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417372.000000 Penalty: 67481.570312
Iteration 162Q: 32 clusters Score -5.441737e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8926 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 14894 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12831 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11237 members 
Mstep: Class 14 contains 10963 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 161187 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 204661 members 
Mstep: Class 19 contains 10843 members 
Mstep: Class 20 contains 25250 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66489 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417416.000000 Penalty: 67481.570312
Iteration 163Q: 32 clusters Score -5.441742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9998 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3802 members 
Mstep: Class 13 contains 11241 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 161181 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 204661 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8420 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66488 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417420.000000 Penalty: 67481.570312
Iteration 164Q: 32 clusters Score -5.441742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10002 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11241 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 161172 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 204660 members 
Mstep: Class 19 contains 10855 members 
Mstep: Class 20 contains 25253 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66491 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417372.000000 Penalty: 67481.570312
Iteration 165Q: 32 clusters Score -5.441737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3241 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 18919 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11246 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6254 members 
Mstep: Class 16 contains 161168 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10857 members 
Mstep: Class 20 contains 25254 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8418 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66491 members 
Mstep: Class 27 contains 2363 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417400.000000 Penalty: 67481.570312
Iteration 166Q: 32 clusters Score -5.44174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12828 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 161167 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10861 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66492 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417452.000000 Penalty: 67481.570312
Iteration 167Q: 32 clusters Score -5.441745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 10964 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161163 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 18 contains 204660 members 
Mstep: Class 19 contains 10865 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66492 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417452.000000 Penalty: 67481.570312
Iteration 168Q: 32 clusters Score -5.441745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12828 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161157 members 
Mstep: Class 17 contains 17495 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 20 contains 25253 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66493 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417472.000000 Penalty: 67481.570312
Iteration 169Q: 32 clusters Score -5.441747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11256 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161155 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 25253 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66492 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417468.000000 Penalty: 67481.570312
Iteration 170Q: 32 clusters Score -5.441747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11257 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161156 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204658 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66493 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417516.000000 Penalty: 67481.570312
Iteration 171Q: 32 clusters Score -5.441752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12826 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161154 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204658 members 
Mstep: Class 19 contains 10868 members 
Mstep: Class 20 contains 25258 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66496 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417512.000000 Penalty: 67481.570312
Iteration 172Q: 32 clusters Score -5.441751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10001 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11258 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161152 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10869 members 
Mstep: Class 20 contains 25260 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66499 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417508.000000 Penalty: 67481.570312
Iteration 173Q: 32 clusters Score -5.441751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10000 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161151 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8413 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66503 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417516.000000 Penalty: 67481.570312
Iteration 174Q: 32 clusters Score -5.441752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14897 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161151 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204658 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25266 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417496.000000 Penalty: 67481.570312
Iteration 175Q: 32 clusters Score -5.44175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25267 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417512.000000 Penalty: 67481.570312
Iteration 176Q: 32 clusters Score -5.441751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25269 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417540.000000 Penalty: 67481.570312
Iteration 177Q: 32 clusters Score -5.441754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25270 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417548.000000 Penalty: 67481.570312
Iteration 178Q: 32 clusters Score -5.441755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11255 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25270 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417544.000000 Penalty: 67481.570312
Iteration 179Q: 32 clusters Score -5.441754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25271 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417544.000000 Penalty: 67481.570312
Iteration 180F: 32 clusters Score -5.441754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25272 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417544.000000 Penalty: 67481.570312
Iteration 181Q: 32 clusters Score -5.441754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 25272 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417544.000000 Penalty: 67481.570312
Iteration 182F: 32 clusters Score -5.441754e+07 nChanged 0
Entering ConstructFrom: 
Score: -54417544.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -232029.453125 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -232029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -229403.875000 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -229403.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -230047.218750 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -230047.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -230176.625000 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -230176.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -230277.093750 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -230277.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -230342.890625 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -230342.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -230408.593750 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -230408.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -230486.640625 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -230486.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230590.171875 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -230590.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -230713.390625 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -230713.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -230843.859375 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -230843.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -230985.546875 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -230985.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -231115.921875 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -231115.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231269.359375 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -231269.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -231372.640625 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -231372.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -231435.906250 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -231435.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -231483.921875 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -231483.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231530.781250 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -231530.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -231561.312500 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -231561.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -231589.843750 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -231589.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -231614.140625 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -231614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -231629.953125 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -231630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -231638.156250 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -231638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -231643.578125 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -231643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231648.031250 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -231648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231649.187500 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -231649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -231651.437500 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -231651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231653.671875 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -231653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -231656.046875 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -231656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -231659.625000 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -231659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -231663.312500 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -231663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -231664.046875 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -231664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -231664.406250 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -231664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -231664.406250 Penalty: 2582.420654
	Iteration 32F: 3 clusters Score -231664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -868143.500000 Penalty: 1496.664062
	Iteration 0F: 2 clusters Score -868143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -860927.687500 Penalty: 2993.328125
	Iteration 0F: 3 clusters Score -860927.7 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -863356.375000 Penalty: 2993.328125
	Iteration 1F: 3 clusters Score -863356.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -863652.750000 Penalty: 2993.328125
	Iteration 2F: 3 clusters Score -863652.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -863952.687500 Penalty: 2993.328125
	Iteration 3F: 3 clusters Score -863952.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -864288.000000 Penalty: 2993.328125
	Iteration 4F: 3 clusters Score -864288 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -864670.375000 Penalty: 2993.328125
	Iteration 5F: 3 clusters Score -864670.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -865071.437500 Penalty: 2993.328125
	Iteration 6F: 3 clusters Score -865071.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -865517.375000 Penalty: 2993.328125
	Iteration 7F: 3 clusters Score -865517.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -865936.687500 Penalty: 2993.328125
	Iteration 8Q: 3 clusters Score -865936.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -866229.187500 Penalty: 2993.328125
	Iteration 9Q: 3 clusters Score -866229.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -866410.937500 Penalty: 2993.328125
	Iteration 10Q: 3 clusters Score -866410.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -866530.250000 Penalty: 2993.328125
	Iteration 11Q: 3 clusters Score -866530.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -866603.187500 Penalty: 2993.328125
	Iteration 12Q: 3 clusters Score -866603.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -866651.812500 Penalty: 2993.328125
	Iteration 13Q: 3 clusters Score -866651.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -866692.500000 Penalty: 2993.328125
	Iteration 14Q: 3 clusters Score -866692.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -866726.812500 Penalty: 2993.328125
	Iteration 15Q: 3 clusters Score -866726.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -866753.312500 Penalty: 2993.328125
	Iteration 16Q: 3 clusters Score -866753.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -866772.375000 Penalty: 2993.328125
	Iteration 17Q: 3 clusters Score -866772.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -866788.687500 Penalty: 2993.328125
	Iteration 18Q: 3 clusters Score -866788.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -866801.500000 Penalty: 2993.328125
	Iteration 19Q: 3 clusters Score -866801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -866809.250000 Penalty: 2993.328125
	Iteration 20F: 3 clusters Score -866809.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -866819.312500 Penalty: 2993.328125
	Iteration 21Q: 3 clusters Score -866819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -866829.687500 Penalty: 2993.328125
	Iteration 22Q: 3 clusters Score -866829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -866833.687500 Penalty: 2993.328125
	Iteration 23Q: 3 clusters Score -866833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -866840.687500 Penalty: 2993.328125
	Iteration 24Q: 3 clusters Score -866840.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -866845.375000 Penalty: 2993.328125
	Iteration 25Q: 3 clusters Score -866845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -866850.375000 Penalty: 2993.328125
	Iteration 26Q: 3 clusters Score -866850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -866854.125000 Penalty: 2993.328125
	Iteration 27Q: 3 clusters Score -866854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -866856.750000 Penalty: 2993.328125
	Iteration 28Q: 3 clusters Score -866856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -866859.500000 Penalty: 2993.328125
	Iteration 29Q: 3 clusters Score -866859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -866861.312500 Penalty: 2993.328125
	Iteration 30Q: 3 clusters Score -866861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -866860.375000 Penalty: 2993.328125
	Iteration 31Q: 3 clusters Score -866860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -866860.375000 Penalty: 2993.328125
	Iteration 32F: 3 clusters Score -866860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -723428.250000 Penalty: 1478.163086
	Iteration 0F: 2 clusters Score -723428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -716938.312500 Penalty: 2956.326172
	Iteration 0F: 3 clusters Score -716938.3 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -719086.312500 Penalty: 2956.326172
	Iteration 1F: 3 clusters Score -719086.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -719360.250000 Penalty: 2956.326172
	Iteration 2F: 3 clusters Score -719360.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -719639.687500 Penalty: 2956.326172
	Iteration 3F: 3 clusters Score -719639.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -719859.625000 Penalty: 2956.326172
	Iteration 4Q: 3 clusters Score -719859.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -720095.875000 Penalty: 2956.326172
	Iteration 5Q: 3 clusters Score -720095.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -720318.500000 Penalty: 2956.326172
	Iteration 6Q: 3 clusters Score -720318.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -720585.250000 Penalty: 2956.326172
	Iteration 7Q: 3 clusters Score -720585.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -720845.687500 Penalty: 2956.326172
	Iteration 8Q: 3 clusters Score -720845.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -721092.125000 Penalty: 2956.326172
	Iteration 9Q: 3 clusters Score -721092.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -721327.562500 Penalty: 2956.326172
	Iteration 10Q: 3 clusters Score -721327.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -721552.250000 Penalty: 2956.326172
	Iteration 11Q: 3 clusters Score -721552.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -721712.062500 Penalty: 2956.326172
	Iteration 12Q: 3 clusters Score -721712.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -721813.812500 Penalty: 2956.326172
	Iteration 13Q: 3 clusters Score -721813.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -721895.062500 Penalty: 2956.326172
	Iteration 14Q: 3 clusters Score -721895.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -721966.750000 Penalty: 2956.326172
	Iteration 15Q: 3 clusters Score -721966.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -722018.437500 Penalty: 2956.326172
	Iteration 16Q: 3 clusters Score -722018.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -722059.312500 Penalty: 2956.326172
	Iteration 17Q: 3 clusters Score -722059.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -722089.437500 Penalty: 2956.326172
	Iteration 18Q: 3 clusters Score -722089.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -722122.312500 Penalty: 2956.326172
	Iteration 19Q: 3 clusters Score -722122.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -722140.375000 Penalty: 2956.326172
	Iteration 20F: 3 clusters Score -722140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -722155.750000 Penalty: 2956.326172
	Iteration 21Q: 3 clusters Score -722155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -722166.812500 Penalty: 2956.326172
	Iteration 22Q: 3 clusters Score -722166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -722174.375000 Penalty: 2956.326172
	Iteration 23Q: 3 clusters Score -722174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -722176.500000 Penalty: 2956.326172
	Iteration 24Q: 3 clusters Score -722176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -722181.687500 Penalty: 2956.326172
	Iteration 25Q: 3 clusters Score -722181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -722187.625000 Penalty: 2956.326172
	Iteration 26Q: 3 clusters Score -722187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -722196.500000 Penalty: 2956.326172
	Iteration 27Q: 3 clusters Score -722196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -722200.562500 Penalty: 2956.326172
	Iteration 28Q: 3 clusters Score -722200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -722205.375000 Penalty: 2956.326172
	Iteration 29Q: 3 clusters Score -722205.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -722209.437500 Penalty: 2956.326172
	Iteration 30Q: 3 clusters Score -722209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -722213.812500 Penalty: 2956.326172
	Iteration 31Q: 3 clusters Score -722213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -722214.187500 Penalty: 2956.326172
	Iteration 32Q: 3 clusters Score -722214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -722214.187500 Penalty: 2956.326172
	Iteration 33F: 3 clusters Score -722214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -588484.062500 Penalty: 1438.372070
	Iteration 0F: 2 clusters Score -588484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -583172.375000 Penalty: 2876.744141
	Iteration 0F: 3 clusters Score -583172.4 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -584835.437500 Penalty: 2876.744141
	Iteration 1F: 3 clusters Score -584835.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -585029.500000 Penalty: 2876.744141
	Iteration 2F: 3 clusters Score -585029.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -585154.312500 Penalty: 2876.744141
	Iteration 3Q: 3 clusters Score -585154.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -585251.625000 Penalty: 2876.744141
	Iteration 4Q: 3 clusters Score -585251.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -585344.562500 Penalty: 2876.744141
	Iteration 5Q: 3 clusters Score -585344.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -585445.187500 Penalty: 2876.744141
	Iteration 6Q: 3 clusters Score -585445.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -585564.875000 Penalty: 2876.744141
	Iteration 7Q: 3 clusters Score -585564.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -585730.312500 Penalty: 2876.744141
	Iteration 8Q: 3 clusters Score -585730.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -585905.562500 Penalty: 2876.744141
	Iteration 9Q: 3 clusters Score -585905.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -586110.312500 Penalty: 2876.744141
	Iteration 10Q: 3 clusters Score -586110.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -586331.500000 Penalty: 2876.744141
	Iteration 11Q: 3 clusters Score -586331.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -586590.250000 Penalty: 2876.744141
	Iteration 12Q: 3 clusters Score -586590.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -586806.812500 Penalty: 2876.744141
	Iteration 13Q: 3 clusters Score -586806.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -586984.687500 Penalty: 2876.744141
	Iteration 14Q: 3 clusters Score -586984.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -587101.312500 Penalty: 2876.744141
	Iteration 15Q: 3 clusters Score -587101.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -587180.875000 Penalty: 2876.744141
	Iteration 16Q: 3 clusters Score -587180.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -587236.250000 Penalty: 2876.744141
	Iteration 17Q: 3 clusters Score -587236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -587266.687500 Penalty: 2876.744141
	Iteration 18Q: 3 clusters Score -587266.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -587277.375000 Penalty: 2876.744141
	Iteration 19Q: 3 clusters Score -587277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -587288.125000 Penalty: 2876.744141
	Iteration 20F: 3 clusters Score -587288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -587292.375000 Penalty: 2876.744141
	Iteration 21Q: 3 clusters Score -587292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -587294.937500 Penalty: 2876.744141
	Iteration 22Q: 3 clusters Score -587294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -587295.500000 Penalty: 2876.744141
	Iteration 23Q: 3 clusters Score -587295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -587295.500000 Penalty: 2876.744141
	Iteration 24F: 3 clusters Score -587295.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -369352.468750 Penalty: 1363.492310
	Iteration 0F: 2 clusters Score -369352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -365743.812500 Penalty: 2726.984619
	Iteration 0F: 3 clusters Score -365743.8 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -366732.062500 Penalty: 2726.984619
	Iteration 1F: 3 clusters Score -366732.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -366959.375000 Penalty: 2726.984619
	Iteration 2F: 3 clusters Score -366959.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367187.687500 Penalty: 2726.984619
	Iteration 3F: 3 clusters Score -367187.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -367449.031250 Penalty: 2726.984619
	Iteration 4F: 3 clusters Score -367449 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -367697.437500 Penalty: 2726.984619
	Iteration 5F: 3 clusters Score -367697.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367918.843750 Penalty: 2726.984619
	Iteration 6F: 3 clusters Score -367918.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -368100.562500 Penalty: 2726.984619
	Iteration 7Q: 3 clusters Score -368100.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -368244.312500 Penalty: 2726.984619
	Iteration 8Q: 3 clusters Score -368244.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368359.843750 Penalty: 2726.984619
	Iteration 9Q: 3 clusters Score -368359.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -368464.968750 Penalty: 2726.984619
	Iteration 10Q: 3 clusters Score -368465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -368545.781250 Penalty: 2726.984619
	Iteration 11Q: 3 clusters Score -368545.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -368590.593750 Penalty: 2726.984619
	Iteration 12Q: 3 clusters Score -368590.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -368619.468750 Penalty: 2726.984619
	Iteration 13Q: 3 clusters Score -368619.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -368634.906250 Penalty: 2726.984619
	Iteration 14Q: 3 clusters Score -368634.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -368644.718750 Penalty: 2726.984619
	Iteration 15Q: 3 clusters Score -368644.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -368652.125000 Penalty: 2726.984619
	Iteration 16Q: 3 clusters Score -368652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -368657.250000 Penalty: 2726.984619
	Iteration 17Q: 3 clusters Score -368657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -368660.718750 Penalty: 2726.984619
	Iteration 18Q: 3 clusters Score -368660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -368663.781250 Penalty: 2726.984619
	Iteration 19Q: 3 clusters Score -368663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368665.000000 Penalty: 2726.984619
	Iteration 20F: 3 clusters Score -368665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -368667.093750 Penalty: 2726.984619
	Iteration 21Q: 3 clusters Score -368667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -368669.312500 Penalty: 2726.984619
	Iteration 22Q: 3 clusters Score -368669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -368671.375000 Penalty: 2726.984619
	Iteration 23Q: 3 clusters Score -368671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -368672.593750 Penalty: 2726.984619
	Iteration 24Q: 3 clusters Score -368672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -368674.062500 Penalty: 2726.984619
	Iteration 25Q: 3 clusters Score -368674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -368676.375000 Penalty: 2726.984619
	Iteration 26Q: 3 clusters Score -368676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -368676.093750 Penalty: 2726.984619
	Iteration 27Q: 3 clusters Score -368676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -368677.875000 Penalty: 2726.984619
	Iteration 28Q: 3 clusters Score -368677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -368677.625000 Penalty: 2726.984619
	Iteration 29Q: 3 clusters Score -368677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -368677.625000 Penalty: 2726.984619
	Iteration 30F: 3 clusters Score -368677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Entering Unmasked Estep 
Score: -1278240.125000 Penalty: 1561.437744
	Iteration 0F: 2 clusters Score -1278240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1267949.000000 Penalty: 3122.875488
	Iteration 0F: 3 clusters Score -1267949 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1271552.250000 Penalty: 3122.875488
	Iteration 1F: 3 clusters Score -1271552 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1271933.750000 Penalty: 3122.875488
	Iteration 2F: 3 clusters Score -1271934 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1272333.000000 Penalty: 3122.875488
	Iteration 3F: 3 clusters Score -1272333 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1272726.250000 Penalty: 3122.875488
	Iteration 4F: 3 clusters Score -1272726 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1273217.125000 Penalty: 3122.875488
	Iteration 5F: 3 clusters Score -1273217 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1273760.000000 Penalty: 3122.875488
	Iteration 6F: 3 clusters Score -1273760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1274386.375000 Penalty: 3122.875488
	Iteration 7F: 3 clusters Score -1274386 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1275024.625000 Penalty: 3122.875488
	Iteration 8F: 3 clusters Score -1275025 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1275571.000000 Penalty: 3122.875488
	Iteration 9Q: 3 clusters Score -1275571 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1276023.750000 Penalty: 3122.875488
	Iteration 10Q: 3 clusters Score -1276024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1276359.375000 Penalty: 3122.875488
	Iteration 11Q: 3 clusters Score -1276359 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1276563.500000 Penalty: 3122.875488
	Iteration 12Q: 3 clusters Score -1276564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1276717.125000 Penalty: 3122.875488
	Iteration 13Q: 3 clusters Score -1276717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1276799.750000 Penalty: 3122.875488
	Iteration 14Q: 3 clusters Score -1276800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1276835.875000 Penalty: 3122.875488
	Iteration 15Q: 3 clusters Score -1276836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1276863.625000 Penalty: 3122.875488
	Iteration 16Q: 3 clusters Score -1276864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1276876.875000 Penalty: 3122.875488
	Iteration 17Q: 3 clusters Score -1276877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1276889.625000 Penalty: 3122.875488
	Iteration 18Q: 3 clusters Score -1276890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1276895.000000 Penalty: 3122.875488
	Iteration 19Q: 3 clusters Score -1276895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1276898.500000 Penalty: 3122.875488
	Iteration 20F: 3 clusters Score -1276898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1276906.625000 Penalty: 3122.875488
	Iteration 21Q: 3 clusters Score -1276907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1276912.750000 Penalty: 3122.875488
	Iteration 22Q: 3 clusters Score -1276913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1276923.500000 Penalty: 3122.875488
	Iteration 23Q: 3 clusters Score -1276924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1276932.250000 Penalty: 3122.875488
	Iteration 24Q: 3 clusters Score -1276932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1276938.000000 Penalty: 3122.875488
	Iteration 25Q: 3 clusters Score -1276938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1276942.000000 Penalty: 3122.875488
	Iteration 26Q: 3 clusters Score -1276942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1276941.875000 Penalty: 3122.875488
	Iteration 27Q: 3 clusters Score -1276942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1276941.875000 Penalty: 3122.875488
	Iteration 28F: 3 clusters Score -1276942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -269290.656250 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -269290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -266473.218750 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -266473.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -267268.906250 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -267268.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -267551.000000 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -267551 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -267832.343750 Penalty: 2627.081787
	Iteration 3F: 3 clusters Score -267832.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -268061.625000 Penalty: 2627.081787
	Iteration 4F: 3 clusters Score -268061.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -268277.937500 Penalty: 2627.081787
	Iteration 5F: 3 clusters Score -268277.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -268424.468750 Penalty: 2627.081787
	Iteration 6F: 3 clusters Score -268424.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -268514.156250 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -268514.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -268578.750000 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -268578.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -268607.062500 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -268607.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -268618.531250 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -268618.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -268631.562500 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -268631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -268639.218750 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -268639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268642.000000 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -268642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268642.750000 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -268642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -268643.687500 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -268643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -268644.000000 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -268644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -268645.500000 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -268645.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -268646.531250 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -268646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -268647.218750 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -268647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -268648.656250 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -268648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -268649.250000 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -268649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -268650.062500 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -268650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -268651.218750 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -268651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -268651.718750 Penalty: 2627.081787
	Iteration 24Q: 3 clusters Score -268651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -268652.093750 Penalty: 2627.081787
	Iteration 25Q: 3 clusters Score -268652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -268652.093750 Penalty: 2627.081787
	Iteration 26F: 3 clusters Score -268652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -1057746.750000 Penalty: 1534.725342
	Iteration 0F: 2 clusters Score -1057747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1048925.125000 Penalty: 3069.450684
	Iteration 0F: 3 clusters Score -1048925 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1051957.375000 Penalty: 3069.450684
	Iteration 1F: 3 clusters Score -1051957 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1052311.875000 Penalty: 3069.450684
	Iteration 2F: 3 clusters Score -1052312 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1052672.000000 Penalty: 3069.450684
	Iteration 3F: 3 clusters Score -1052672 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1053122.125000 Penalty: 3069.450684
	Iteration 4F: 3 clusters Score -1053122 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1053626.375000 Penalty: 3069.450684
	Iteration 5F: 3 clusters Score -1053626 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1054186.875000 Penalty: 3069.450684
	Iteration 6F: 3 clusters Score -1054187 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1054696.500000 Penalty: 3069.450684
	Iteration 7F: 3 clusters Score -1054696 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1055186.750000 Penalty: 3069.450684
	Iteration 8F: 3 clusters Score -1055187 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1055730.625000 Penalty: 3069.450684
	Iteration 9Q: 3 clusters Score -1055731 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1056275.375000 Penalty: 3069.450684
	Iteration 10Q: 3 clusters Score -1056275 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1056654.625000 Penalty: 3069.450684
	Iteration 11Q: 3 clusters Score -1056655 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1056845.125000 Penalty: 3069.450684
	Iteration 12Q: 3 clusters Score -1056845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1056922.250000 Penalty: 3069.450684
	Iteration 13Q: 3 clusters Score -1056922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1056959.750000 Penalty: 3069.450684
	Iteration 14Q: 3 clusters Score -1056960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1056976.000000 Penalty: 3069.450684
	Iteration 15Q: 3 clusters Score -1056976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1056993.125000 Penalty: 3069.450684
	Iteration 16Q: 3 clusters Score -1056993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1057003.625000 Penalty: 3069.450684
	Iteration 17Q: 3 clusters Score -1057004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1057009.125000 Penalty: 3069.450684
	Iteration 18Q: 3 clusters Score -1057009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1057010.250000 Penalty: 3069.450684
	Iteration 19Q: 3 clusters Score -1057010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1057011.750000 Penalty: 3069.450684
	Iteration 20F: 3 clusters Score -1057012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1057015.500000 Penalty: 3069.450684
	Iteration 21Q: 3 clusters Score -1057016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1057019.250000 Penalty: 3069.450684
	Iteration 22Q: 3 clusters Score -1057019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1057018.375000 Penalty: 3069.450684
	Iteration 23Q: 3 clusters Score -1057018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1057018.375000 Penalty: 3069.450684
	Iteration 24Q: 3 clusters Score -1057018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1057018.875000 Penalty: 3069.450684
	Iteration 25Q: 3 clusters Score -1057019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1057018.500000 Penalty: 3069.450684
	Iteration 26Q: 3 clusters Score -1057018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1057018.250000 Penalty: 3069.450684
	Iteration 27Q: 3 clusters Score -1057018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1057019.750000 Penalty: 3069.450684
	Iteration 28Q: 3 clusters Score -1057020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1057019.750000 Penalty: 3069.450684
	Iteration 29Q: 3 clusters Score -1057020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1057019.750000 Penalty: 3069.450684
	Iteration 30F: 3 clusters Score -1057020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Entering Unmasked Estep 
Score: -1619028.250000 Penalty: 1600.278687
	Iteration 0F: 2 clusters Score -1619028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1606081.625000 Penalty: 3200.557373
	Iteration 0F: 3 clusters Score -1606082 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1610758.625000 Penalty: 3200.557373
	Iteration 1F: 3 clusters Score -1610759 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1611152.250000 Penalty: 3200.557373
	Iteration 2F: 3 clusters Score -1611152 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1611543.000000 Penalty: 3200.557373
	Iteration 3Q: 3 clusters Score -1611543 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1611960.250000 Penalty: 3200.557373
	Iteration 4Q: 3 clusters Score -1611960 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1612448.500000 Penalty: 3200.557373
	Iteration 5F: 3 clusters Score -1612448 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1612959.250000 Penalty: 3200.557373
	Iteration 6F: 3 clusters Score -1612959 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1613504.250000 Penalty: 3200.557373
	Iteration 7F: 3 clusters Score -1613504 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1614069.625000 Penalty: 3200.557373
	Iteration 8F: 3 clusters Score -1614070 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1614673.500000 Penalty: 3200.557373
	Iteration 9F: 3 clusters Score -1614674 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1615229.875000 Penalty: 3200.557373
	Iteration 10Q: 3 clusters Score -1615230 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1615676.750000 Penalty: 3200.557373
	Iteration 11Q: 3 clusters Score -1615677 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1615989.750000 Penalty: 3200.557373
	Iteration 12Q: 3 clusters Score -1615990 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1616228.125000 Penalty: 3200.557373
	Iteration 13Q: 3 clusters Score -1616228 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1616428.000000 Penalty: 3200.557373
	Iteration 14Q: 3 clusters Score -1616428 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1616598.750000 Penalty: 3200.557373
	Iteration 15Q: 3 clusters Score -1616599 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1616772.125000 Penalty: 3200.557373
	Iteration 16Q: 3 clusters Score -1616772 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1616910.875000 Penalty: 3200.557373
	Iteration 17Q: 3 clusters Score -1616911 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1617068.875000 Penalty: 3200.557373
	Iteration 18Q: 3 clusters Score -1617069 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1617197.375000 Penalty: 3200.557373
	Iteration 19Q: 3 clusters Score -1617197 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1617327.500000 Penalty: 3200.557373
	Iteration 20F: 3 clusters Score -1617328 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1617441.875000 Penalty: 3200.557373
	Iteration 21Q: 3 clusters Score -1617442 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1617523.750000 Penalty: 3200.557373
	Iteration 22Q: 3 clusters Score -1617524 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1617589.625000 Penalty: 3200.557373
	Iteration 23Q: 3 clusters Score -1617590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1617649.000000 Penalty: 3200.557373
	Iteration 24Q: 3 clusters Score -1617649 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1617685.875000 Penalty: 3200.557373
	Iteration 25Q: 3 clusters Score -1617686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1617729.125000 Penalty: 3200.557373
	Iteration 26Q: 3 clusters Score -1617729 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1617757.500000 Penalty: 3200.557373
	Iteration 27Q: 3 clusters Score -1617758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1617794.375000 Penalty: 3200.557373
	Iteration 28Q: 3 clusters Score -1617794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1617813.625000 Penalty: 3200.557373
	Iteration 29Q: 3 clusters Score -1617814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1617826.125000 Penalty: 3200.557373
	Iteration 30Q: 3 clusters Score -1617826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1617839.750000 Penalty: 3200.557373
	Iteration 31Q: 3 clusters Score -1617840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1617846.750000 Penalty: 3200.557373
	Iteration 32Q: 3 clusters Score -1617847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1617853.750000 Penalty: 3200.557373
	Iteration 33Q: 3 clusters Score -1617854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1617871.125000 Penalty: 3200.557373
	Iteration 34Q: 3 clusters Score -1617871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1617886.000000 Penalty: 3200.557373
	Iteration 35Q: 3 clusters Score -1617886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1617894.250000 Penalty: 3200.557373
	Iteration 36Q: 3 clusters Score -1617894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1617904.750000 Penalty: 3200.557373
	Iteration 37Q: 3 clusters Score -1617905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1617912.750000 Penalty: 3200.557373
	Iteration 38Q: 3 clusters Score -1617913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1617924.000000 Penalty: 3200.557373
	Iteration 39Q: 3 clusters Score -1617924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1617936.750000 Penalty: 3200.557373
	Iteration 40F: 3 clusters Score -1617937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1617957.125000 Penalty: 3200.557373
	Iteration 41Q: 3 clusters Score -1617957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1617968.375000 Penalty: 3200.557373
	Iteration 42Q: 3 clusters Score -1617968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1617985.250000 Penalty: 3200.557373
	Iteration 43Q: 3 clusters Score -1617985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1618003.875000 Penalty: 3200.557373
	Iteration 44Q: 3 clusters Score -1618004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1618028.250000 Penalty: 3200.557373
	Iteration 45Q: 3 clusters Score -1618028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1618057.250000 Penalty: 3200.557373
	Iteration 46Q: 3 clusters Score -1618057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1618075.875000 Penalty: 3200.557373
	Iteration 47Q: 3 clusters Score -1618076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1618096.625000 Penalty: 3200.557373
	Iteration 48Q: 3 clusters Score -1618097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1618109.625000 Penalty: 3200.557373
	Iteration 49Q: 3 clusters Score -1618110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1618123.750000 Penalty: 3200.557373
	Iteration 50Q: 3 clusters Score -1618124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1618141.625000 Penalty: 3200.557373
	Iteration 51Q: 3 clusters Score -1618142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1618160.750000 Penalty: 3200.557373
	Iteration 52Q: 3 clusters Score -1618161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1618175.750000 Penalty: 3200.557373
	Iteration 53Q: 3 clusters Score -1618176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1618184.750000 Penalty: 3200.557373
	Iteration 54Q: 3 clusters Score -1618185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1618208.875000 Penalty: 3200.557373
	Iteration 55Q: 3 clusters Score -1618209 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1618225.750000 Penalty: 3200.557373
	Iteration 56Q: 3 clusters Score -1618226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1618234.875000 Penalty: 3200.557373
	Iteration 57Q: 3 clusters Score -1618235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1618244.750000 Penalty: 3200.557373
	Iteration 58Q: 3 clusters Score -1618245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1618250.500000 Penalty: 3200.557373
	Iteration 59Q: 3 clusters Score -1618250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1618257.750000 Penalty: 3200.557373
	Iteration 60F: 3 clusters Score -1618258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1618260.375000 Penalty: 3200.557373
	Iteration 61Q: 3 clusters Score -1618260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1618266.875000 Penalty: 3200.557373
	Iteration 62Q: 3 clusters Score -1618267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1618268.500000 Penalty: 3200.557373
	Iteration 63Q: 3 clusters Score -1618268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1618272.125000 Penalty: 3200.557373
	Iteration 64Q: 3 clusters Score -1618272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1618272.125000 Penalty: 3200.557373
	Iteration 65Q: 3 clusters Score -1618272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1618272.875000 Penalty: 3200.557373
	Iteration 66Q: 3 clusters Score -1618273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1618275.375000 Penalty: 3200.557373
	Iteration 67Q: 3 clusters Score -1618275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1618275.875000 Penalty: 3200.557373
	Iteration 68Q: 3 clusters Score -1618276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1618276.125000 Penalty: 3200.557373
	Iteration 69Q: 3 clusters Score -1618276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1618276.125000 Penalty: 3200.557373
	Iteration 70F: 3 clusters Score -1618276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -1025303.750000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -1025304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1016296.062500 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -1016296 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1019477.437500 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -1019477 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1019859.812500 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -1019860 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1020219.000000 Penalty: 3074.198975
	Iteration 3F: 3 clusters Score -1020219 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1020586.062500 Penalty: 3074.198975
	Iteration 4F: 3 clusters Score -1020586 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1020939.000000 Penalty: 3074.198975
	Iteration 5F: 3 clusters Score -1020939 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1021319.500000 Penalty: 3074.198975
	Iteration 6F: 3 clusters Score -1021320 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1021708.750000 Penalty: 3074.198975
	Iteration 7Q: 3 clusters Score -1021709 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1022098.437500 Penalty: 3074.198975
	Iteration 8Q: 3 clusters Score -1022098 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1022519.562500 Penalty: 3074.198975
	Iteration 9Q: 3 clusters Score -1022520 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1022899.812500 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -1022900 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1023183.500000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -1023184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1023352.687500 Penalty: 3074.198975
	Iteration 12Q: 3 clusters Score -1023353 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1023455.375000 Penalty: 3074.198975
	Iteration 13Q: 3 clusters Score -1023455 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1023536.687500 Penalty: 3074.198975
	Iteration 14Q: 3 clusters Score -1023537 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1023599.000000 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -1023599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1023640.687500 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -1023641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1023682.812500 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -1023683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1023715.125000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -1023715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1023738.187500 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -1023738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1023760.875000 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -1023761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1023776.125000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -1023776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1023789.375000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -1023789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1023798.625000 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -1023799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1023809.125000 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -1023809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1023821.437500 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -1023821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1023832.500000 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -1023832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1023840.687500 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -1023841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1023853.875000 Penalty: 3074.198975
	Iteration 28Q: 3 clusters Score -1023854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1023859.187500 Penalty: 3074.198975
	Iteration 29Q: 3 clusters Score -1023859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1023867.125000 Penalty: 3074.198975
	Iteration 30Q: 3 clusters Score -1023867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1023872.312500 Penalty: 3074.198975
	Iteration 31Q: 3 clusters Score -1023872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1023879.250000 Penalty: 3074.198975
	Iteration 32Q: 3 clusters Score -1023879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1023885.812500 Penalty: 3074.198975
	Iteration 33Q: 3 clusters Score -1023886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1023894.125000 Penalty: 3074.198975
	Iteration 34Q: 3 clusters Score -1023894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1023898.000000 Penalty: 3074.198975
	Iteration 35Q: 3 clusters Score -1023898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1023899.125000 Penalty: 3074.198975
	Iteration 36Q: 3 clusters Score -1023899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1023898.937500 Penalty: 3074.198975
	Iteration 37Q: 3 clusters Score -1023899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1023901.062500 Penalty: 3074.198975
	Iteration 38Q: 3 clusters Score -1023901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1023901.812500 Penalty: 3074.198975
	Iteration 39Q: 3 clusters Score -1023902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1023903.375000 Penalty: 3074.198975
	Iteration 40F: 3 clusters Score -1023903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1023906.625000 Penalty: 3074.198975
	Iteration 41Q: 3 clusters Score -1023907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1023907.187500 Penalty: 3074.198975
	Iteration 42Q: 3 clusters Score -1023907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1023905.625000 Penalty: 3074.198975
	Iteration 43Q: 3 clusters Score -1023906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1023905.875000 Penalty: 3074.198975
	Iteration 44Q: 3 clusters Score -1023906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1023906.687500 Penalty: 3074.198975
	Iteration 45Q: 3 clusters Score -1023907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1023907.875000 Penalty: 3074.198975
	Iteration 46Q: 3 clusters Score -1023908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1023907.437500 Penalty: 3074.198975
	Iteration 47Q: 3 clusters Score -1023907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1023908.250000 Penalty: 3074.198975
	Iteration 48Q: 3 clusters Score -1023908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1023908.250000 Penalty: 3074.198975
	Iteration 49F: 3 clusters Score -1023908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -93093.539062 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -93093.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -91552.359375 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -91552.36 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91821.617188 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -91821.62 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91888.875000 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -91888.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91922.476562 Penalty: 2287.033936
	Iteration 3Q: 3 clusters Score -91922.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91942.601562 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -91942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -91954.765625 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -91954.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91961.906250 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -91961.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91965.781250 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -91965.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91969.359375 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -91969.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91974.093750 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -91974.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -91974.937500 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -91974.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91977.023438 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -91977.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -91979.109375 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -91979.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -91981.070312 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -91981.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91982.328125 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -91982.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91982.914062 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -91982.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91983.101562 Penalty: 2287.033936
	Iteration 16Q: 3 clusters Score -91983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91983.101562 Penalty: 2287.033936
	Iteration 17F: 3 clusters Score -91983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -279308.843750 Penalty: 1339.576172
	Iteration 0F: 2 clusters Score -279308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -276084.718750 Penalty: 2679.152344
	Iteration 0F: 3 clusters Score -276084.7 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -277092.468750 Penalty: 2679.152344
	Iteration 1F: 3 clusters Score -277092.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -277366.625000 Penalty: 2679.152344
	Iteration 2F: 3 clusters Score -277366.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -277562.937500 Penalty: 2679.152344
	Iteration 3F: 3 clusters Score -277562.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -277740.812500 Penalty: 2679.152344
	Iteration 4F: 3 clusters Score -277740.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -277888.812500 Penalty: 2679.152344
	Iteration 5Q: 3 clusters Score -277888.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -278039.000000 Penalty: 2679.152344
	Iteration 6Q: 3 clusters Score -278039 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -278158.718750 Penalty: 2679.152344
	Iteration 7Q: 3 clusters Score -278158.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -278255.031250 Penalty: 2679.152344
	Iteration 8Q: 3 clusters Score -278255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -278351.312500 Penalty: 2679.152344
	Iteration 9Q: 3 clusters Score -278351.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -278444.312500 Penalty: 2679.152344
	Iteration 10Q: 3 clusters Score -278444.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -278535.875000 Penalty: 2679.152344
	Iteration 11Q: 3 clusters Score -278535.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -278607.125000 Penalty: 2679.152344
	Iteration 12Q: 3 clusters Score -278607.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -278664.062500 Penalty: 2679.152344
	Iteration 13Q: 3 clusters Score -278664.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -278718.125000 Penalty: 2679.152344
	Iteration 14Q: 3 clusters Score -278718.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -278755.406250 Penalty: 2679.152344
	Iteration 15Q: 3 clusters Score -278755.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -278791.656250 Penalty: 2679.152344
	Iteration 16Q: 3 clusters Score -278791.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -278818.687500 Penalty: 2679.152344
	Iteration 17Q: 3 clusters Score -278818.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -278838.781250 Penalty: 2679.152344
	Iteration 18Q: 3 clusters Score -278838.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -278860.875000 Penalty: 2679.152344
	Iteration 19Q: 3 clusters Score -278860.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -278880.000000 Penalty: 2679.152344
	Iteration 20F: 3 clusters Score -278880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -278890.312500 Penalty: 2679.152344
	Iteration 21Q: 3 clusters Score -278890.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -278900.968750 Penalty: 2679.152344
	Iteration 22Q: 3 clusters Score -278901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -278908.500000 Penalty: 2679.152344
	Iteration 23Q: 3 clusters Score -278908.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -278912.187500 Penalty: 2679.152344
	Iteration 24Q: 3 clusters Score -278912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -278914.125000 Penalty: 2679.152344
	Iteration 25Q: 3 clusters Score -278914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -278915.250000 Penalty: 2679.152344
	Iteration 26Q: 3 clusters Score -278915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -278915.718750 Penalty: 2679.152344
	Iteration 27Q: 3 clusters Score -278915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -278915.812500 Penalty: 2679.152344
	Iteration 28Q: 3 clusters Score -278915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -278916.500000 Penalty: 2679.152344
	Iteration 29Q: 3 clusters Score -278916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -278916.500000 Penalty: 2679.152344
	Iteration 30F: 3 clusters Score -278916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Entering Unmasked Estep 
Score: -947113.062500 Penalty: 1515.863403
	Iteration 0F: 2 clusters Score -947113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -939058.625000 Penalty: 3031.726807
	Iteration 0F: 3 clusters Score -939058.6 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -941736.062500 Penalty: 3031.726807
	Iteration 1F: 3 clusters Score -941736.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -942024.437500 Penalty: 3031.726807
	Iteration 2F: 3 clusters Score -942024.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -942283.812500 Penalty: 3031.726807
	Iteration 3F: 3 clusters Score -942283.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -942525.187500 Penalty: 3031.726807
	Iteration 4Q: 3 clusters Score -942525.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -942762.187500 Penalty: 3031.726807
	Iteration 5Q: 3 clusters Score -942762.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -943019.312500 Penalty: 3031.726807
	Iteration 6Q: 3 clusters Score -943019.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -943357.812500 Penalty: 3031.726807
	Iteration 7Q: 3 clusters Score -943357.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -943749.750000 Penalty: 3031.726807
	Iteration 8Q: 3 clusters Score -943749.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -944146.812500 Penalty: 3031.726807
	Iteration 9Q: 3 clusters Score -944146.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -944541.125000 Penalty: 3031.726807
	Iteration 10Q: 3 clusters Score -944541.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -944920.375000 Penalty: 3031.726807
	Iteration 11Q: 3 clusters Score -944920.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -945197.687500 Penalty: 3031.726807
	Iteration 12Q: 3 clusters Score -945197.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -945425.500000 Penalty: 3031.726807
	Iteration 13Q: 3 clusters Score -945425.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -945641.875000 Penalty: 3031.726807
	Iteration 14Q: 3 clusters Score -945641.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -945866.687500 Penalty: 3031.726807
	Iteration 15Q: 3 clusters Score -945866.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -946052.562500 Penalty: 3031.726807
	Iteration 16Q: 3 clusters Score -946052.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -946191.250000 Penalty: 3031.726807
	Iteration 17Q: 3 clusters Score -946191.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -946271.437500 Penalty: 3031.726807
	Iteration 18Q: 3 clusters Score -946271.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -946319.250000 Penalty: 3031.726807
	Iteration 19Q: 3 clusters Score -946319.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -946355.187500 Penalty: 3031.726807
	Iteration 20F: 3 clusters Score -946355.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -946374.687500 Penalty: 3031.726807
	Iteration 21Q: 3 clusters Score -946374.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -946394.250000 Penalty: 3031.726807
	Iteration 22Q: 3 clusters Score -946394.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -946408.625000 Penalty: 3031.726807
	Iteration 23Q: 3 clusters Score -946408.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -946422.875000 Penalty: 3031.726807
	Iteration 24Q: 3 clusters Score -946422.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -946435.375000 Penalty: 3031.726807
	Iteration 25Q: 3 clusters Score -946435.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -946436.750000 Penalty: 3031.726807
	Iteration 26Q: 3 clusters Score -946436.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -946442.187500 Penalty: 3031.726807
	Iteration 27Q: 3 clusters Score -946442.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -946447.625000 Penalty: 3031.726807
	Iteration 28Q: 3 clusters Score -946447.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -946454.312500 Penalty: 3031.726807
	Iteration 29Q: 3 clusters Score -946454.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -946457.750000 Penalty: 3031.726807
	Iteration 30Q: 3 clusters Score -946457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -946460.875000 Penalty: 3031.726807
	Iteration 31Q: 3 clusters Score -946460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -946464.375000 Penalty: 3031.726807
	Iteration 32Q: 3 clusters Score -946464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -946467.562500 Penalty: 3031.726807
	Iteration 33Q: 3 clusters Score -946467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -946466.062500 Penalty: 3031.726807
	Iteration 34Q: 3 clusters Score -946466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -946467.062500 Penalty: 3031.726807
	Iteration 35Q: 3 clusters Score -946467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -946466.437500 Penalty: 3031.726807
	Iteration 36Q: 3 clusters Score -946466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -946469.937500 Penalty: 3031.726807
	Iteration 37Q: 3 clusters Score -946469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -946468.062500 Penalty: 3031.726807
	Iteration 38Q: 3 clusters Score -946468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -946466.750000 Penalty: 3031.726807
	Iteration 39Q: 3 clusters Score -946466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -946470.437500 Penalty: 3031.726807
	Iteration 40F: 3 clusters Score -946470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -946470.500000 Penalty: 3031.726807
	Iteration 41Q: 3 clusters Score -946470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -946473.187500 Penalty: 3031.726807
	Iteration 42Q: 3 clusters Score -946473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -946474.000000 Penalty: 3031.726807
	Iteration 43Q: 3 clusters Score -946474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -946474.750000 Penalty: 3031.726807
	Iteration 44Q: 3 clusters Score -946474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -946475.687500 Penalty: 3031.726807
	Iteration 45Q: 3 clusters Score -946475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -946475.687500 Penalty: 3031.726807
	Iteration 46F: 3 clusters Score -946475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -892298.125000 Penalty: 1511.665161
	Iteration 0F: 2 clusters Score -892298.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -884510.250000 Penalty: 3023.330322
	Iteration 0F: 3 clusters Score -884510.2 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -887059.187500 Penalty: 3023.330322
	Iteration 1F: 3 clusters Score -887059.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -887317.562500 Penalty: 3023.330322
	Iteration 2F: 3 clusters Score -887317.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -887523.500000 Penalty: 3023.330322
	Iteration 3Q: 3 clusters Score -887523.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -887728.562500 Penalty: 3023.330322
	Iteration 4Q: 3 clusters Score -887728.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -887912.687500 Penalty: 3023.330322
	Iteration 5Q: 3 clusters Score -887912.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -888068.187500 Penalty: 3023.330322
	Iteration 6Q: 3 clusters Score -888068.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -888231.375000 Penalty: 3023.330322
	Iteration 7Q: 3 clusters Score -888231.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -888369.937500 Penalty: 3023.330322
	Iteration 8Q: 3 clusters Score -888369.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -888551.437500 Penalty: 3023.330322
	Iteration 9Q: 3 clusters Score -888551.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -888763.937500 Penalty: 3023.330322
	Iteration 10Q: 3 clusters Score -888763.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -889004.250000 Penalty: 3023.330322
	Iteration 11Q: 3 clusters Score -889004.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -889248.000000 Penalty: 3023.330322
	Iteration 12Q: 3 clusters Score -889248 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -889478.562500 Penalty: 3023.330322
	Iteration 13Q: 3 clusters Score -889478.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -889658.125000 Penalty: 3023.330322
	Iteration 14Q: 3 clusters Score -889658.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -889801.687500 Penalty: 3023.330322
	Iteration 15Q: 3 clusters Score -889801.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -889896.000000 Penalty: 3023.330322
	Iteration 16Q: 3 clusters Score -889896 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -889948.500000 Penalty: 3023.330322
	Iteration 17Q: 3 clusters Score -889948.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -889995.437500 Penalty: 3023.330322
	Iteration 18Q: 3 clusters Score -889995.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -890026.750000 Penalty: 3023.330322
	Iteration 19Q: 3 clusters Score -890026.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -890047.625000 Penalty: 3023.330322
	Iteration 20F: 3 clusters Score -890047.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -890067.750000 Penalty: 3023.330322
	Iteration 21Q: 3 clusters Score -890067.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -890088.312500 Penalty: 3023.330322
	Iteration 22Q: 3 clusters Score -890088.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -890109.375000 Penalty: 3023.330322
	Iteration 23Q: 3 clusters Score -890109.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -890129.062500 Penalty: 3023.330322
	Iteration 24Q: 3 clusters Score -890129.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -890149.812500 Penalty: 3023.330322
	Iteration 25Q: 3 clusters Score -890149.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -890164.187500 Penalty: 3023.330322
	Iteration 26Q: 3 clusters Score -890164.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -890176.062500 Penalty: 3023.330322
	Iteration 27Q: 3 clusters Score -890176.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -890191.312500 Penalty: 3023.330322
	Iteration 28Q: 3 clusters Score -890191.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -890205.625000 Penalty: 3023.330322
	Iteration 29Q: 3 clusters Score -890205.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -890227.562500 Penalty: 3023.330322
	Iteration 30Q: 3 clusters Score -890227.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -890241.250000 Penalty: 3023.330322
	Iteration 31Q: 3 clusters Score -890241.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -890267.250000 Penalty: 3023.330322
	Iteration 32Q: 3 clusters Score -890267.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -890290.187500 Penalty: 3023.330322
	Iteration 33Q: 3 clusters Score -890290.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -890320.562500 Penalty: 3023.330322
	Iteration 34Q: 3 clusters Score -890320.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -890354.187500 Penalty: 3023.330322
	Iteration 35Q: 3 clusters Score -890354.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -890382.312500 Penalty: 3023.330322
	Iteration 36Q: 3 clusters Score -890382.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -890409.687500 Penalty: 3023.330322
	Iteration 37Q: 3 clusters Score -890409.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -890426.500000 Penalty: 3023.330322
	Iteration 38Q: 3 clusters Score -890426.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -890438.187500 Penalty: 3023.330322
	Iteration 39Q: 3 clusters Score -890438.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -890445.437500 Penalty: 3023.330322
	Iteration 40F: 3 clusters Score -890445.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -890454.500000 Penalty: 3023.330322
	Iteration 41Q: 3 clusters Score -890454.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -890459.500000 Penalty: 3023.330322
	Iteration 42Q: 3 clusters Score -890459.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -890468.750000 Penalty: 3023.330322
	Iteration 43Q: 3 clusters Score -890468.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -890476.625000 Penalty: 3023.330322
	Iteration 44Q: 3 clusters Score -890476.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -890481.000000 Penalty: 3023.330322
	Iteration 45Q: 3 clusters Score -890481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -890485.687500 Penalty: 3023.330322
	Iteration 46Q: 3 clusters Score -890485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -890489.250000 Penalty: 3023.330322
	Iteration 47Q: 3 clusters Score -890489.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -890490.375000 Penalty: 3023.330322
	Iteration 48Q: 3 clusters Score -890490.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -890494.250000 Penalty: 3023.330322
	Iteration 49Q: 3 clusters Score -890494.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -890497.062500 Penalty: 3023.330322
	Iteration 50Q: 3 clusters Score -890497.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -890498.750000 Penalty: 3023.330322
	Iteration 51Q: 3 clusters Score -890498.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -890498.437500 Penalty: 3023.330322
	Iteration 52Q: 3 clusters Score -890498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -890502.562500 Penalty: 3023.330322
	Iteration 53Q: 3 clusters Score -890502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -890505.250000 Penalty: 3023.330322
	Iteration 54Q: 3 clusters Score -890505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -890506.500000 Penalty: 3023.330322
	Iteration 55Q: 3 clusters Score -890506.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -890507.187500 Penalty: 3023.330322
	Iteration 56Q: 3 clusters Score -890507.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -890509.250000 Penalty: 3023.330322
	Iteration 57Q: 3 clusters Score -890509.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -890511.937500 Penalty: 3023.330322
	Iteration 58Q: 3 clusters Score -890511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -890510.250000 Penalty: 3023.330322
	Iteration 59Q: 3 clusters Score -890510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -890513.062500 Penalty: 3023.330322
	Iteration 60F: 3 clusters Score -890513.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -890514.312500 Penalty: 3023.330322
	Iteration 61Q: 3 clusters Score -890514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -890516.125000 Penalty: 3023.330322
	Iteration 62Q: 3 clusters Score -890516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -890516.937500 Penalty: 3023.330322
	Iteration 63Q: 3 clusters Score -890516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -890517.500000 Penalty: 3023.330322
	Iteration 64Q: 3 clusters Score -890517.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -890519.812500 Penalty: 3023.330322
	Iteration 65Q: 3 clusters Score -890519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -890520.562500 Penalty: 3023.330322
	Iteration 66Q: 3 clusters Score -890520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -890522.625000 Penalty: 3023.330322
	Iteration 67Q: 3 clusters Score -890522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -890523.687500 Penalty: 3023.330322
	Iteration 68Q: 3 clusters Score -890523.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -890526.250000 Penalty: 3023.330322
	Iteration 69Q: 3 clusters Score -890526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -890527.312500 Penalty: 3023.330322
	Iteration 70Q: 3 clusters Score -890527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -890527.250000 Penalty: 3023.330322
	Iteration 71Q: 3 clusters Score -890527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -890527.875000 Penalty: 3023.330322
	Iteration 72Q: 3 clusters Score -890527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -890528.687500 Penalty: 3023.330322
	Iteration 73Q: 3 clusters Score -890528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -890531.562500 Penalty: 3023.330322
	Iteration 74Q: 3 clusters Score -890531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -890531.812500 Penalty: 3023.330322
	Iteration 75Q: 3 clusters Score -890531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -890530.250000 Penalty: 3023.330322
	Iteration 76Q: 3 clusters Score -890530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -890529.375000 Penalty: 3023.330322
	Iteration 77Q: 3 clusters Score -890529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -890529.375000 Penalty: 3023.330322
	Iteration 78F: 3 clusters Score -890529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -519029.468750 Penalty: 1420.460693
	Iteration 0F: 2 clusters Score -519029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -514272.468750 Penalty: 2840.921387
	Iteration 0F: 3 clusters Score -514272.5 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -515690.531250 Penalty: 2840.921387
	Iteration 1F: 3 clusters Score -515690.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -515888.156250 Penalty: 2840.921387
	Iteration 2F: 3 clusters Score -515888.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -516030.656250 Penalty: 2840.921387
	Iteration 3Q: 3 clusters Score -516030.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -516263.375000 Penalty: 2840.921387
	Iteration 4Q: 3 clusters Score -516263.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -516690.875000 Penalty: 2840.921387
	Iteration 5F: 3 clusters Score -516690.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -517194.062500 Penalty: 2840.921387
	Iteration 6F: 3 clusters Score -517194.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -517693.687500 Penalty: 2840.921387
	Iteration 7F: 3 clusters Score -517693.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -518099.531250 Penalty: 2840.921387
	Iteration 8F: 3 clusters Score -518099.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -518378.062500 Penalty: 2840.921387
	Iteration 9F: 3 clusters Score -518378.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -518515.218750 Penalty: 2840.921387
	Iteration 10Q: 3 clusters Score -518515.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -518580.500000 Penalty: 2840.921387
	Iteration 11Q: 3 clusters Score -518580.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -518619.656250 Penalty: 2840.921387
	Iteration 12Q: 3 clusters Score -518619.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -518644.843750 Penalty: 2840.921387
	Iteration 13Q: 3 clusters Score -518644.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -518662.687500 Penalty: 2840.921387
	Iteration 14Q: 3 clusters Score -518662.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -518677.625000 Penalty: 2840.921387
	Iteration 15Q: 3 clusters Score -518677.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -518690.250000 Penalty: 2840.921387
	Iteration 16Q: 3 clusters Score -518690.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -518703.000000 Penalty: 2840.921387
	Iteration 17Q: 3 clusters Score -518703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -518712.656250 Penalty: 2840.921387
	Iteration 18Q: 3 clusters Score -518712.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -518725.531250 Penalty: 2840.921387
	Iteration 19Q: 3 clusters Score -518725.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -518739.000000 Penalty: 2840.921387
	Iteration 20F: 3 clusters Score -518739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -518748.781250 Penalty: 2840.921387
	Iteration 21Q: 3 clusters Score -518748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -518756.593750 Penalty: 2840.921387
	Iteration 22Q: 3 clusters Score -518756.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -518761.625000 Penalty: 2840.921387
	Iteration 23Q: 3 clusters Score -518761.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -518768.812500 Penalty: 2840.921387
	Iteration 24Q: 3 clusters Score -518768.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -518773.437500 Penalty: 2840.921387
	Iteration 25Q: 3 clusters Score -518773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -518776.906250 Penalty: 2840.921387
	Iteration 26Q: 3 clusters Score -518776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -518779.718750 Penalty: 2840.921387
	Iteration 27Q: 3 clusters Score -518779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -518780.531250 Penalty: 2840.921387
	Iteration 28Q: 3 clusters Score -518780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -518783.093750 Penalty: 2840.921387
	Iteration 29Q: 3 clusters Score -518783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -518784.593750 Penalty: 2840.921387
	Iteration 30Q: 3 clusters Score -518784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -518786.468750 Penalty: 2840.921387
	Iteration 31Q: 3 clusters Score -518786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -518787.750000 Penalty: 2840.921387
	Iteration 32Q: 3 clusters Score -518787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -518789.750000 Penalty: 2840.921387
	Iteration 33Q: 3 clusters Score -518789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -518790.343750 Penalty: 2840.921387
	Iteration 34Q: 3 clusters Score -518790.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -518791.562500 Penalty: 2840.921387
	Iteration 35Q: 3 clusters Score -518791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -518792.937500 Penalty: 2840.921387
	Iteration 36Q: 3 clusters Score -518792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -518795.156250 Penalty: 2840.921387
	Iteration 37Q: 3 clusters Score -518795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -518797.281250 Penalty: 2840.921387
	Iteration 38Q: 3 clusters Score -518797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -518796.812500 Penalty: 2840.921387
	Iteration 39Q: 3 clusters Score -518796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -518797.093750 Penalty: 2840.921387
	Iteration 40F: 3 clusters Score -518797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -518797.718750 Penalty: 2840.921387
	Iteration 41Q: 3 clusters Score -518797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -518798.437500 Penalty: 2840.921387
	Iteration 42Q: 3 clusters Score -518798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -518798.718750 Penalty: 2840.921387
	Iteration 43Q: 3 clusters Score -518798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -518798.343750 Penalty: 2840.921387
	Iteration 44Q: 3 clusters Score -518798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -518799.093750 Penalty: 2840.921387
	Iteration 45Q: 3 clusters Score -518799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -518798.687500 Penalty: 2840.921387
	Iteration 46Q: 3 clusters Score -518798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -518797.687500 Penalty: 2840.921387
	Iteration 47Q: 3 clusters Score -518797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -518798.843750 Penalty: 2840.921387
	Iteration 48Q: 3 clusters Score -518798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -518799.906250 Penalty: 2840.921387
	Iteration 49Q: 3 clusters Score -518799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -518799.406250 Penalty: 2840.921387
	Iteration 50Q: 3 clusters Score -518799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -518800.531250 Penalty: 2840.921387
	Iteration 51Q: 3 clusters Score -518800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -518800.500000 Penalty: 2840.921387
	Iteration 52Q: 3 clusters Score -518800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -518800.500000 Penalty: 2840.921387
	Iteration 53F: 3 clusters Score -518800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (161149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Entering Unmasked Estep 
Score: -13918641.000000 Penalty: 1948.388794
	Iteration 0F: 2 clusters Score -1.391864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -13810578.000000 Penalty: 3896.777588
	Iteration 0F: 3 clusters Score -1.381058e+07 nChanged 78004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -13856023.000000 Penalty: 3896.777588
	Iteration 1F: 3 clusters Score -1.385602e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -13857227.000000 Penalty: 3896.777588
	Iteration 2Q: 3 clusters Score -1.385723e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -13859042.000000 Penalty: 3896.777588
	Iteration 3Q: 3 clusters Score -1.385904e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -13861723.000000 Penalty: 3896.777588
	Iteration 4Q: 3 clusters Score -1.386172e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -13865898.000000 Penalty: 3896.777588
	Iteration 5F: 3 clusters Score -1.38659e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -13871894.000000 Penalty: 3896.777588
	Iteration 6F: 3 clusters Score -1.387189e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -13878265.000000 Penalty: 3896.777588
	Iteration 7F: 3 clusters Score -1.387826e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -13884388.000000 Penalty: 3896.777588
	Iteration 8F: 3 clusters Score -1.388439e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -13889662.000000 Penalty: 3896.777588
	Iteration 9F: 3 clusters Score -1.388966e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -13894163.000000 Penalty: 3896.777588
	Iteration 10Q: 3 clusters Score -1.389416e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 130799 members 
Entering Unmasked Estep 
Score: -13898224.000000 Penalty: 3896.777588
	Iteration 11Q: 3 clusters Score -1.389822e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 135484 members 
Entering Unmasked Estep 
Score: -13901485.000000 Penalty: 3896.777588
	Iteration 12Q: 3 clusters Score -1.390148e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 139612 members 
Entering Unmasked Estep 
Score: -13904051.000000 Penalty: 3896.777588
	Iteration 13Q: 3 clusters Score -1.390405e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 143199 members 
Entering Unmasked Estep 
Score: -13906227.000000 Penalty: 3896.777588
	Iteration 14Q: 3 clusters Score -1.390623e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -13908178.000000 Penalty: 3896.777588
	Iteration 15Q: 3 clusters Score -1.390818e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 149295 members 
Entering Unmasked Estep 
Score: -13910004.000000 Penalty: 3896.777588
	Iteration 16Q: 3 clusters Score -1.391e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 151735 members 
Entering Unmasked Estep 
Score: -13911619.000000 Penalty: 3896.777588
	Iteration 17Q: 3 clusters Score -1.391162e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -13913036.000000 Penalty: 3896.777588
	Iteration 18Q: 3 clusters Score -1.391304e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 155231 members 
Entering Unmasked Estep 
Score: -13914196.000000 Penalty: 3896.777588
	Iteration 19Q: 3 clusters Score -1.39142e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -13915073.000000 Penalty: 3896.777588
	Iteration 20F: 3 clusters Score -1.391507e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -13915721.000000 Penalty: 3896.777588
	Iteration 21Q: 3 clusters Score -1.391572e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -13916245.000000 Penalty: 3896.777588
	Iteration 22Q: 3 clusters Score -1.391624e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -13916654.000000 Penalty: 3896.777588
	Iteration 23Q: 3 clusters Score -1.391665e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 158453 members 
Entering Unmasked Estep 
Score: -13916924.000000 Penalty: 3896.777588
	Iteration 24Q: 3 clusters Score -1.391692e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 158652 members 
Entering Unmasked Estep 
Score: -13917138.000000 Penalty: 3896.777588
	Iteration 25Q: 3 clusters Score -1.391714e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 158802 members 
Entering Unmasked Estep 
Score: -13917295.000000 Penalty: 3896.777588
	Iteration 26Q: 3 clusters Score -1.39173e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 158911 members 
Entering Unmasked Estep 
Score: -13917406.000000 Penalty: 3896.777588
	Iteration 27Q: 3 clusters Score -1.391741e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -13917442.000000 Penalty: 3896.777588
	Iteration 28Q: 3 clusters Score -1.391744e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -13917484.000000 Penalty: 3896.777588
	Iteration 29Q: 3 clusters Score -1.391748e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -13917517.000000 Penalty: 3896.777588
	Iteration 30Q: 3 clusters Score -1.391752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -13917579.000000 Penalty: 3896.777588
	Iteration 31Q: 3 clusters Score -1.391758e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -13917592.000000 Penalty: 3896.777588
	Iteration 32Q: 3 clusters Score -1.391759e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -13917611.000000 Penalty: 3896.777588
	Iteration 33Q: 3 clusters Score -1.391761e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 159239 members 
Entering Unmasked Estep 
Score: -13917604.000000 Penalty: 3896.777588
	Iteration 34Q: 3 clusters Score -1.39176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -13917616.000000 Penalty: 3896.777588
	Iteration 35Q: 3 clusters Score -1.391762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -13917625.000000 Penalty: 3896.777588
	Iteration 36Q: 3 clusters Score -1.391762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -13917628.000000 Penalty: 3896.777588
	Iteration 37Q: 3 clusters Score -1.391763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -13917627.000000 Penalty: 3896.777588
	Iteration 38Q: 3 clusters Score -1.391763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -13917623.000000 Penalty: 3896.777588
	Iteration 39Q: 3 clusters Score -1.391762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -13917640.000000 Penalty: 3896.777588
	Iteration 40F: 3 clusters Score -1.391764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -13917635.000000 Penalty: 3896.777588
	Iteration 41Q: 3 clusters Score -1.391764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -13917640.000000 Penalty: 3896.777588
	Iteration 42Q: 3 clusters Score -1.391764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -13917639.000000 Penalty: 3896.777588
	Iteration 43Q: 3 clusters Score -1.391764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -13917639.000000 Penalty: 3896.777588
	Iteration 44Q: 3 clusters Score -1.391764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 159268 members 
Entering Unmasked Estep 
Score: -13917639.000000 Penalty: 3896.777588
	Iteration 45Q: 3 clusters Score -1.391764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -13917624.000000 Penalty: 3896.777588
	Iteration 46Q: 3 clusters Score -1.391762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 159268 members 
Entering Unmasked Estep 
Score: -13917631.000000 Penalty: 3896.777588
	Iteration 47Q: 3 clusters Score -1.391763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -13917635.000000 Penalty: 3896.777588
	Iteration 48Q: 3 clusters Score -1.391764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -13917641.000000 Penalty: 3896.777588
	Iteration 49Q: 3 clusters Score -1.391764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -13917652.000000 Penalty: 3896.777588
	Iteration 50Q: 3 clusters Score -1.391765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -13917659.000000 Penalty: 3896.777588
	Iteration 51Q: 3 clusters Score -1.391766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -13917663.000000 Penalty: 3896.777588
	Iteration 52Q: 3 clusters Score -1.391766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -13917670.000000 Penalty: 3896.777588
	Iteration 53Q: 3 clusters Score -1.391767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -13917674.000000 Penalty: 3896.777588
	Iteration 54Q: 3 clusters Score -1.391767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -13917675.000000 Penalty: 3896.777588
	Iteration 55Q: 3 clusters Score -1.391768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -13917681.000000 Penalty: 3896.777588
	Iteration 56Q: 3 clusters Score -1.391768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -13917679.000000 Penalty: 3896.777588
	Iteration 57Q: 3 clusters Score -1.391768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -13917685.000000 Penalty: 3896.777588
	Iteration 58Q: 3 clusters Score -1.391768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -13917685.000000 Penalty: 3896.777588
	Iteration 59F: 3 clusters Score -1.391768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Entering Unmasked Estep 
Score: -1506823.875000 Penalty: 1587.590088
	Iteration 0F: 2 clusters Score -1506824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1494807.625000 Penalty: 3175.180176
	Iteration 0F: 3 clusters Score -1494808 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1499085.750000 Penalty: 3175.180176
	Iteration 1F: 3 clusters Score -1499086 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1499357.500000 Penalty: 3175.180176
	Iteration 2F: 3 clusters Score -1499358 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1499608.000000 Penalty: 3175.180176
	Iteration 3Q: 3 clusters Score -1499608 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1499857.875000 Penalty: 3175.180176
	Iteration 4Q: 3 clusters Score -1499858 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1500138.375000 Penalty: 3175.180176
	Iteration 5Q: 3 clusters Score -1500138 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1500463.625000 Penalty: 3175.180176
	Iteration 6Q: 3 clusters Score -1500464 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1500887.875000 Penalty: 3175.180176
	Iteration 7Q: 3 clusters Score -1500888 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1501526.625000 Penalty: 3175.180176
	Iteration 8F: 3 clusters Score -1501527 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1502307.125000 Penalty: 3175.180176
	Iteration 9F: 3 clusters Score -1502307 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1503099.250000 Penalty: 3175.180176
	Iteration 10F: 3 clusters Score -1503099 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1503865.750000 Penalty: 3175.180176
	Iteration 11Q: 3 clusters Score -1503866 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1504432.250000 Penalty: 3175.180176
	Iteration 12Q: 3 clusters Score -1504432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1504762.750000 Penalty: 3175.180176
	Iteration 13Q: 3 clusters Score -1504763 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1504958.750000 Penalty: 3175.180176
	Iteration 14Q: 3 clusters Score -1504959 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1505066.250000 Penalty: 3175.180176
	Iteration 15Q: 3 clusters Score -1505066 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1505156.375000 Penalty: 3175.180176
	Iteration 16Q: 3 clusters Score -1505156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1505238.375000 Penalty: 3175.180176
	Iteration 17Q: 3 clusters Score -1505238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1505306.250000 Penalty: 3175.180176
	Iteration 18Q: 3 clusters Score -1505306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1505364.625000 Penalty: 3175.180176
	Iteration 19Q: 3 clusters Score -1505365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1505410.500000 Penalty: 3175.180176
	Iteration 20F: 3 clusters Score -1505410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1505445.250000 Penalty: 3175.180176
	Iteration 21Q: 3 clusters Score -1505445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1505464.750000 Penalty: 3175.180176
	Iteration 22Q: 3 clusters Score -1505465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1505476.125000 Penalty: 3175.180176
	Iteration 23Q: 3 clusters Score -1505476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1505484.125000 Penalty: 3175.180176
	Iteration 24Q: 3 clusters Score -1505484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1505491.000000 Penalty: 3175.180176
	Iteration 25Q: 3 clusters Score -1505491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1505499.500000 Penalty: 3175.180176
	Iteration 26Q: 3 clusters Score -1505500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1505500.500000 Penalty: 3175.180176
	Iteration 27Q: 3 clusters Score -1505500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1505506.250000 Penalty: 3175.180176
	Iteration 28Q: 3 clusters Score -1505506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1505508.250000 Penalty: 3175.180176
	Iteration 29Q: 3 clusters Score -1505508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1505511.250000 Penalty: 3175.180176
	Iteration 30Q: 3 clusters Score -1505511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1505507.500000 Penalty: 3175.180176
	Iteration 31Q: 3 clusters Score -1505508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1505511.750000 Penalty: 3175.180176
	Iteration 32Q: 3 clusters Score -1505512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1505512.875000 Penalty: 3175.180176
	Iteration 33Q: 3 clusters Score -1505513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1505513.875000 Penalty: 3175.180176
	Iteration 34Q: 3 clusters Score -1505514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1505514.500000 Penalty: 3175.180176
	Iteration 35Q: 3 clusters Score -1505514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1505515.125000 Penalty: 3175.180176
	Iteration 36Q: 3 clusters Score -1505515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1505516.500000 Penalty: 3175.180176
	Iteration 37Q: 3 clusters Score -1505516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1505520.125000 Penalty: 3175.180176
	Iteration 38Q: 3 clusters Score -1505520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1505522.250000 Penalty: 3175.180176
	Iteration 39Q: 3 clusters Score -1505522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1505522.500000 Penalty: 3175.180176
	Iteration 40F: 3 clusters Score -1505522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1505524.125000 Penalty: 3175.180176
	Iteration 41Q: 3 clusters Score -1505524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1505524.125000 Penalty: 3175.180176
	Iteration 42F: 3 clusters Score -1505524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (204659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204659 members 
Entering Unmasked Estep 
Score: -17648070.000000 Penalty: 1987.228760
	Iteration 0F: 2 clusters Score -1.764807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -17510666.000000 Penalty: 3974.457520
	Iteration 0F: 3 clusters Score -1.751067e+07 nChanged 99234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -17570766.000000 Penalty: 3974.457520
	Iteration 1F: 3 clusters Score -1.757077e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -17572460.000000 Penalty: 3974.457520
	Iteration 2Q: 3 clusters Score -1.757246e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -17575044.000000 Penalty: 3974.457520
	Iteration 3Q: 3 clusters Score -1.757504e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 114412 members 
Entering Unmasked Estep 
Score: -17578852.000000 Penalty: 3974.457520
	Iteration 4Q: 3 clusters Score -1.757885e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -17584688.000000 Penalty: 3974.457520
	Iteration 5F: 3 clusters Score -1.758469e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 129708 members 
Entering Unmasked Estep 
Score: -17593556.000000 Penalty: 3974.457520
	Iteration 6F: 3 clusters Score -1.759356e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -17604492.000000 Penalty: 3974.457520
	Iteration 7F: 3 clusters Score -1.760449e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -17614110.000000 Penalty: 3974.457520
	Iteration 8F: 3 clusters Score -1.761411e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -17620566.000000 Penalty: 3974.457520
	Iteration 9Q: 3 clusters Score -1.762057e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 160474 members 
Entering Unmasked Estep 
Score: -17624228.000000 Penalty: 3974.457520
	Iteration 10Q: 3 clusters Score -1.762423e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 165434 members 
Entering Unmasked Estep 
Score: -17627094.000000 Penalty: 3974.457520
	Iteration 11Q: 3 clusters Score -1.762709e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -17629924.000000 Penalty: 3974.457520
	Iteration 12Q: 3 clusters Score -1.762992e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -17632586.000000 Penalty: 3974.457520
	Iteration 13Q: 3 clusters Score -1.763259e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -17635220.000000 Penalty: 3974.457520
	Iteration 14Q: 3 clusters Score -1.763522e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 181776 members 
Entering Unmasked Estep 
Score: -17637280.000000 Penalty: 3974.457520
	Iteration 15Q: 3 clusters Score -1.763728e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 184635 members 
Entering Unmasked Estep 
Score: -17639086.000000 Penalty: 3974.457520
	Iteration 16Q: 3 clusters Score -1.763909e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -17640446.000000 Penalty: 3974.457520
	Iteration 17Q: 3 clusters Score -1.764045e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 189089 members 
Entering Unmasked Estep 
Score: -17641512.000000 Penalty: 3974.457520
	Iteration 18Q: 3 clusters Score -1.764151e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 190881 members 
Entering Unmasked Estep 
Score: -17642432.000000 Penalty: 3974.457520
	Iteration 19Q: 3 clusters Score -1.764243e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 192429 members 
Entering Unmasked Estep 
Score: -17643126.000000 Penalty: 3974.457520
	Iteration 20F: 3 clusters Score -1.764313e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 193765 members 
Entering Unmasked Estep 
Score: -17643670.000000 Penalty: 3974.457520
	Iteration 21Q: 3 clusters Score -1.764367e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 194946 members 
Entering Unmasked Estep 
Score: -17644166.000000 Penalty: 3974.457520
	Iteration 22Q: 3 clusters Score -1.764417e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 195979 members 
Entering Unmasked Estep 
Score: -17644564.000000 Penalty: 3974.457520
	Iteration 23Q: 3 clusters Score -1.764456e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 196855 members 
Entering Unmasked Estep 
Score: -17644850.000000 Penalty: 3974.457520
	Iteration 24Q: 3 clusters Score -1.764485e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 197608 members 
Entering Unmasked Estep 
Score: -17645100.000000 Penalty: 3974.457520
	Iteration 25Q: 3 clusters Score -1.76451e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 198295 members 
Entering Unmasked Estep 
Score: -17645280.000000 Penalty: 3974.457520
	Iteration 26Q: 3 clusters Score -1.764528e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 198893 members 
Entering Unmasked Estep 
Score: -17645520.000000 Penalty: 3974.457520
	Iteration 27Q: 3 clusters Score -1.764552e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 199387 members 
Entering Unmasked Estep 
Score: -17645696.000000 Penalty: 3974.457520
	Iteration 28Q: 3 clusters Score -1.76457e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 199827 members 
Entering Unmasked Estep 
Score: -17645778.000000 Penalty: 3974.457520
	Iteration 29Q: 3 clusters Score -1.764578e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 200204 members 
Entering Unmasked Estep 
Score: -17645910.000000 Penalty: 3974.457520
	Iteration 30Q: 3 clusters Score -1.764591e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 200531 members 
Entering Unmasked Estep 
Score: -17646076.000000 Penalty: 3974.457520
	Iteration 31Q: 3 clusters Score -1.764608e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 200818 members 
Entering Unmasked Estep 
Score: -17646034.000000 Penalty: 3974.457520
	Iteration 32Q: 3 clusters Score -1.764603e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 201072 members 
Entering Unmasked Estep 
Score: -17646162.000000 Penalty: 3974.457520
	Iteration 33Q: 3 clusters Score -1.764616e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 201298 members 
Entering Unmasked Estep 
Score: -17646202.000000 Penalty: 3974.457520
	Iteration 34Q: 3 clusters Score -1.76462e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 201505 members 
Entering Unmasked Estep 
Score: -17646210.000000 Penalty: 3974.457520
	Iteration 35Q: 3 clusters Score -1.764621e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 201691 members 
Entering Unmasked Estep 
Score: -17646272.000000 Penalty: 3974.457520
	Iteration 36Q: 3 clusters Score -1.764627e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 201834 members 
Entering Unmasked Estep 
Score: -17646324.000000 Penalty: 3974.457520
	Iteration 37Q: 3 clusters Score -1.764632e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 201964 members 
Entering Unmasked Estep 
Score: -17646390.000000 Penalty: 3974.457520
	Iteration 38Q: 3 clusters Score -1.764639e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 202080 members 
Entering Unmasked Estep 
Score: -17646402.000000 Penalty: 3974.457520
	Iteration 39Q: 3 clusters Score -1.76464e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -17646416.000000 Penalty: 3974.457520
	Iteration 40F: 3 clusters Score -1.764642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 202252 members 
Entering Unmasked Estep 
Score: -17646418.000000 Penalty: 3974.457520
	Iteration 41Q: 3 clusters Score -1.764642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 202313 members 
Entering Unmasked Estep 
Score: -17646422.000000 Penalty: 3974.457520
	Iteration 42Q: 3 clusters Score -1.764642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 202361 members 
Entering Unmasked Estep 
Score: -17646424.000000 Penalty: 3974.457520
	Iteration 43Q: 3 clusters Score -1.764642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 202401 members 
Entering Unmasked Estep 
Score: -17646438.000000 Penalty: 3974.457520
	Iteration 44Q: 3 clusters Score -1.764644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 202428 members 
Entering Unmasked Estep 
Score: -17646464.000000 Penalty: 3974.457520
	Iteration 45Q: 3 clusters Score -1.764646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -17646462.000000 Penalty: 3974.457520
	Iteration 46Q: 3 clusters Score -1.764646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 202474 members 
Entering Unmasked Estep 
Score: -17646470.000000 Penalty: 3974.457520
	Iteration 47Q: 3 clusters Score -1.764647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 202493 members 
Entering Unmasked Estep 
Score: -17646464.000000 Penalty: 3974.457520
	Iteration 48Q: 3 clusters Score -1.764646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 202512 members 
Entering Unmasked Estep 
Score: -17646464.000000 Penalty: 3974.457520
	Iteration 49Q: 3 clusters Score -1.764646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 202529 members 
Entering Unmasked Estep 
Score: -17646482.000000 Penalty: 3974.457520
	Iteration 50Q: 3 clusters Score -1.764648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 202548 members 
Entering Unmasked Estep 
Score: -17646506.000000 Penalty: 3974.457520
	Iteration 51Q: 3 clusters Score -1.764651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 202569 members 
Entering Unmasked Estep 
Score: -17646486.000000 Penalty: 3974.457520
	Iteration 52Q: 3 clusters Score -1.764649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 202584 members 
Entering Unmasked Estep 
Score: -17646482.000000 Penalty: 3974.457520
	Iteration 53Q: 3 clusters Score -1.764648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 202598 members 
Entering Unmasked Estep 
Score: -17646484.000000 Penalty: 3974.457520
	Iteration 54Q: 3 clusters Score -1.764648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 202612 members 
Entering Unmasked Estep 
Score: -17646498.000000 Penalty: 3974.457520
	Iteration 55Q: 3 clusters Score -1.76465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 202628 members 
Entering Unmasked Estep 
Score: -17646492.000000 Penalty: 3974.457520
	Iteration 56Q: 3 clusters Score -1.764649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 202645 members 
Entering Unmasked Estep 
Score: -17646502.000000 Penalty: 3974.457520
	Iteration 57Q: 3 clusters Score -1.76465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 202663 members 
Entering Unmasked Estep 
Score: -17646508.000000 Penalty: 3974.457520
	Iteration 58Q: 3 clusters Score -1.764651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 202683 members 
Entering Unmasked Estep 
Score: -17646512.000000 Penalty: 3974.457520
	Iteration 59Q: 3 clusters Score -1.764651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 202703 members 
Entering Unmasked Estep 
Score: -17646512.000000 Penalty: 3974.457520
	Iteration 60F: 3 clusters Score -1.764651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 202724 members 
Entering Unmasked Estep 
Score: -17646540.000000 Penalty: 3974.457520
	Iteration 61Q: 3 clusters Score -1.764654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 202737 members 
Entering Unmasked Estep 
Score: -17646510.000000 Penalty: 3974.457520
	Iteration 62Q: 3 clusters Score -1.764651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 202758 members 
Entering Unmasked Estep 
Score: -17646516.000000 Penalty: 3974.457520
	Iteration 63Q: 3 clusters Score -1.764652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 202773 members 
Entering Unmasked Estep 
Score: -17646540.000000 Penalty: 3974.457520
	Iteration 64Q: 3 clusters Score -1.764654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 202787 members 
Entering Unmasked Estep 
Score: -17646546.000000 Penalty: 3974.457520
	Iteration 65Q: 3 clusters Score -1.764655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 202799 members 
Entering Unmasked Estep 
Score: -17646552.000000 Penalty: 3974.457520
	Iteration 66Q: 3 clusters Score -1.764655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 202811 members 
Entering Unmasked Estep 
Score: -17646546.000000 Penalty: 3974.457520
	Iteration 67Q: 3 clusters Score -1.764655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 202817 members 
Entering Unmasked Estep 
Score: -17646554.000000 Penalty: 3974.457520
	Iteration 68Q: 3 clusters Score -1.764655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 202822 members 
Entering Unmasked Estep 
Score: -17646554.000000 Penalty: 3974.457520
	Iteration 69Q: 3 clusters Score -1.764655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 202826 members 
Entering Unmasked Estep 
Score: -17646554.000000 Penalty: 3974.457520
	Iteration 70Q: 3 clusters Score -1.764655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 202837 members 
Entering Unmasked Estep 
Score: -17646538.000000 Penalty: 3974.457520
	Iteration 71Q: 3 clusters Score -1.764654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 202849 members 
Entering Unmasked Estep 
Score: -17646544.000000 Penalty: 3974.457520
	Iteration 72Q: 3 clusters Score -1.764654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 202860 members 
Entering Unmasked Estep 
Score: -17646550.000000 Penalty: 3974.457520
	Iteration 73Q: 3 clusters Score -1.764655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -17646562.000000 Penalty: 3974.457520
	Iteration 74Q: 3 clusters Score -1.764656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 202881 members 
Entering Unmasked Estep 
Score: -17646570.000000 Penalty: 3974.457520
	Iteration 75Q: 3 clusters Score -1.764657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 202889 members 
Entering Unmasked Estep 
Score: -17646560.000000 Penalty: 3974.457520
	Iteration 76Q: 3 clusters Score -1.764656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 202892 members 
Entering Unmasked Estep 
Score: -17646558.000000 Penalty: 3974.457520
	Iteration 77Q: 3 clusters Score -1.764656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 202897 members 
Entering Unmasked Estep 
Score: -17646556.000000 Penalty: 3974.457520
	Iteration 78Q: 3 clusters Score -1.764656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 202903 members 
Entering Unmasked Estep 
Score: -17646566.000000 Penalty: 3974.457520
	Iteration 79Q: 3 clusters Score -1.764657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 202904 members 
Entering Unmasked Estep 
Score: -17646572.000000 Penalty: 3974.457520
	Iteration 80F: 3 clusters Score -1.764657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Entering Unmasked Estep 
Score: -848726.312500 Penalty: 1510.251221
	Iteration 0F: 2 clusters Score -848726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -841059.687500 Penalty: 3020.502441
	Iteration 0F: 3 clusters Score -841059.7 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -843862.187500 Penalty: 3020.502441
	Iteration 1F: 3 clusters Score -843862.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -844381.312500 Penalty: 3020.502441
	Iteration 2F: 3 clusters Score -844381.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -844852.312500 Penalty: 3020.502441
	Iteration 3F: 3 clusters Score -844852.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -845291.687500 Penalty: 3020.502441
	Iteration 4F: 3 clusters Score -845291.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -845694.562500 Penalty: 3020.502441
	Iteration 5F: 3 clusters Score -845694.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -846002.500000 Penalty: 3020.502441
	Iteration 6F: 3 clusters Score -846002.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -846194.625000 Penalty: 3020.502441
	Iteration 7Q: 3 clusters Score -846194.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -846305.000000 Penalty: 3020.502441
	Iteration 8Q: 3 clusters Score -846305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -846360.062500 Penalty: 3020.502441
	Iteration 9Q: 3 clusters Score -846360.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -846405.312500 Penalty: 3020.502441
	Iteration 10Q: 3 clusters Score -846405.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -846441.062500 Penalty: 3020.502441
	Iteration 11Q: 3 clusters Score -846441.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -846462.000000 Penalty: 3020.502441
	Iteration 12Q: 3 clusters Score -846462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -846483.437500 Penalty: 3020.502441
	Iteration 13Q: 3 clusters Score -846483.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -846501.312500 Penalty: 3020.502441
	Iteration 14Q: 3 clusters Score -846501.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -846519.125000 Penalty: 3020.502441
	Iteration 15Q: 3 clusters Score -846519.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -846535.750000 Penalty: 3020.502441
	Iteration 16Q: 3 clusters Score -846535.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -846548.750000 Penalty: 3020.502441
	Iteration 17Q: 3 clusters Score -846548.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -846565.812500 Penalty: 3020.502441
	Iteration 18Q: 3 clusters Score -846565.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -846574.125000 Penalty: 3020.502441
	Iteration 19Q: 3 clusters Score -846574.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -846585.250000 Penalty: 3020.502441
	Iteration 20F: 3 clusters Score -846585.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -846593.500000 Penalty: 3020.502441
	Iteration 21Q: 3 clusters Score -846593.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -846600.312500 Penalty: 3020.502441
	Iteration 22Q: 3 clusters Score -846600.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -846605.000000 Penalty: 3020.502441
	Iteration 23Q: 3 clusters Score -846605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -846610.437500 Penalty: 3020.502441
	Iteration 24Q: 3 clusters Score -846610.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -846617.312500 Penalty: 3020.502441
	Iteration 25Q: 3 clusters Score -846617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -846622.687500 Penalty: 3020.502441
	Iteration 26Q: 3 clusters Score -846622.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -846624.625000 Penalty: 3020.502441
	Iteration 27Q: 3 clusters Score -846624.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -846633.000000 Penalty: 3020.502441
	Iteration 28Q: 3 clusters Score -846633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -846637.250000 Penalty: 3020.502441
	Iteration 29Q: 3 clusters Score -846637.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -846644.062500 Penalty: 3020.502441
	Iteration 30Q: 3 clusters Score -846644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -846648.875000 Penalty: 3020.502441
	Iteration 31Q: 3 clusters Score -846648.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -846652.250000 Penalty: 3020.502441
	Iteration 32Q: 3 clusters Score -846652.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -846653.812500 Penalty: 3020.502441
	Iteration 33Q: 3 clusters Score -846653.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -846656.375000 Penalty: 3020.502441
	Iteration 34Q: 3 clusters Score -846656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -846661.937500 Penalty: 3020.502441
	Iteration 35Q: 3 clusters Score -846661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -846663.000000 Penalty: 3020.502441
	Iteration 36Q: 3 clusters Score -846663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -846665.687500 Penalty: 3020.502441
	Iteration 37Q: 3 clusters Score -846665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -846666.937500 Penalty: 3020.502441
	Iteration 38Q: 3 clusters Score -846666.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -846665.250000 Penalty: 3020.502441
	Iteration 39Q: 3 clusters Score -846665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -846666.125000 Penalty: 3020.502441
	Iteration 40F: 3 clusters Score -846666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -846669.375000 Penalty: 3020.502441
	Iteration 41Q: 3 clusters Score -846669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -846668.500000 Penalty: 3020.502441
	Iteration 42Q: 3 clusters Score -846668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -846668.500000 Penalty: 3020.502441
	Iteration 43Q: 3 clusters Score -846668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -846669.000000 Penalty: 3020.502441
	Iteration 44Q: 3 clusters Score -846669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -846669.562500 Penalty: 3020.502441
	Iteration 45Q: 3 clusters Score -846669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -846671.500000 Penalty: 3020.502441
	Iteration 46Q: 3 clusters Score -846671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -846672.500000 Penalty: 3020.502441
	Iteration 47Q: 3 clusters Score -846672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -846671.312500 Penalty: 3020.502441
	Iteration 48Q: 3 clusters Score -846671.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -846672.812500 Penalty: 3020.502441
	Iteration 49Q: 3 clusters Score -846672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -846674.562500 Penalty: 3020.502441
	Iteration 50Q: 3 clusters Score -846674.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -846677.500000 Penalty: 3020.502441
	Iteration 51Q: 3 clusters Score -846677.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -846679.750000 Penalty: 3020.502441
	Iteration 52Q: 3 clusters Score -846679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -846681.875000 Penalty: 3020.502441
	Iteration 53Q: 3 clusters Score -846681.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -846688.312500 Penalty: 3020.502441
	Iteration 54Q: 3 clusters Score -846688.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -846689.625000 Penalty: 3020.502441
	Iteration 55Q: 3 clusters Score -846689.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -846697.875000 Penalty: 3020.502441
	Iteration 56Q: 3 clusters Score -846697.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -846705.562500 Penalty: 3020.502441
	Iteration 57Q: 3 clusters Score -846705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -846711.625000 Penalty: 3020.502441
	Iteration 58Q: 3 clusters Score -846711.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -846718.375000 Penalty: 3020.502441
	Iteration 59Q: 3 clusters Score -846718.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -846727.937500 Penalty: 3020.502441
	Iteration 60F: 3 clusters Score -846727.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -846734.937500 Penalty: 3020.502441
	Iteration 61Q: 3 clusters Score -846734.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -846742.562500 Penalty: 3020.502441
	Iteration 62Q: 3 clusters Score -846742.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -846746.500000 Penalty: 3020.502441
	Iteration 63Q: 3 clusters Score -846746.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -846754.937500 Penalty: 3020.502441
	Iteration 64Q: 3 clusters Score -846754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -846758.687500 Penalty: 3020.502441
	Iteration 65Q: 3 clusters Score -846758.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -846767.500000 Penalty: 3020.502441
	Iteration 66Q: 3 clusters Score -846767.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -846774.062500 Penalty: 3020.502441
	Iteration 67Q: 3 clusters Score -846774.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -846785.125000 Penalty: 3020.502441
	Iteration 68Q: 3 clusters Score -846785.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -846793.500000 Penalty: 3020.502441
	Iteration 69Q: 3 clusters Score -846793.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -846807.875000 Penalty: 3020.502441
	Iteration 70Q: 3 clusters Score -846807.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -846829.437500 Penalty: 3020.502441
	Iteration 71Q: 3 clusters Score -846829.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -846859.250000 Penalty: 3020.502441
	Iteration 72Q: 3 clusters Score -846859.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -846897.750000 Penalty: 3020.502441
	Iteration 73Q: 3 clusters Score -846897.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -846935.312500 Penalty: 3020.502441
	Iteration 74Q: 3 clusters Score -846935.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -846972.812500 Penalty: 3020.502441
	Iteration 75Q: 3 clusters Score -846972.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -847011.312500 Penalty: 3020.502441
	Iteration 76Q: 3 clusters Score -847011.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -847051.937500 Penalty: 3020.502441
	Iteration 77Q: 3 clusters Score -847051.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -847091.750000 Penalty: 3020.502441
	Iteration 78Q: 3 clusters Score -847091.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -847133.375000 Penalty: 3020.502441
	Iteration 79Q: 3 clusters Score -847133.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -847167.250000 Penalty: 3020.502441
	Iteration 80F: 3 clusters Score -847167.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -847202.250000 Penalty: 3020.502441
	Iteration 81Q: 3 clusters Score -847202.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -847234.500000 Penalty: 3020.502441
	Iteration 82Q: 3 clusters Score -847234.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -847260.750000 Penalty: 3020.502441
	Iteration 83Q: 3 clusters Score -847260.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -847280.187500 Penalty: 3020.502441
	Iteration 84Q: 3 clusters Score -847280.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -847305.875000 Penalty: 3020.502441
	Iteration 85Q: 3 clusters Score -847305.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -847325.687500 Penalty: 3020.502441
	Iteration 86Q: 3 clusters Score -847325.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -847345.812500 Penalty: 3020.502441
	Iteration 87Q: 3 clusters Score -847345.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -847364.750000 Penalty: 3020.502441
	Iteration 88Q: 3 clusters Score -847364.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -847377.000000 Penalty: 3020.502441
	Iteration 89Q: 3 clusters Score -847377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -847387.000000 Penalty: 3020.502441
	Iteration 90Q: 3 clusters Score -847387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -847397.875000 Penalty: 3020.502441
	Iteration 91Q: 3 clusters Score -847397.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -847414.000000 Penalty: 3020.502441
	Iteration 92Q: 3 clusters Score -847414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -847427.875000 Penalty: 3020.502441
	Iteration 93Q: 3 clusters Score -847427.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -847436.375000 Penalty: 3020.502441
	Iteration 94Q: 3 clusters Score -847436.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -847442.500000 Penalty: 3020.502441
	Iteration 95Q: 3 clusters Score -847442.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -847443.312500 Penalty: 3020.502441
	Iteration 96Q: 3 clusters Score -847443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -847450.187500 Penalty: 3020.502441
	Iteration 97Q: 3 clusters Score -847450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -847451.250000 Penalty: 3020.502441
	Iteration 98Q: 3 clusters Score -847451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -847453.187500 Penalty: 3020.502441
	Iteration 99Q: 3 clusters Score -847453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -847452.312500 Penalty: 3020.502441
	Iteration 100F: 3 clusters Score -847452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -847453.937500 Penalty: 3020.502441
	Iteration 101Q: 3 clusters Score -847453.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -847456.312500 Penalty: 3020.502441
	Iteration 102Q: 3 clusters Score -847456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -847458.500000 Penalty: 3020.502441
	Iteration 103Q: 3 clusters Score -847458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -847457.687500 Penalty: 3020.502441
	Iteration 104Q: 3 clusters Score -847457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -847458.812500 Penalty: 3020.502441
	Iteration 105Q: 3 clusters Score -847458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -847460.062500 Penalty: 3020.502441
	Iteration 106Q: 3 clusters Score -847460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -847460.062500 Penalty: 3020.502441
	Iteration 107F: 3 clusters Score -847460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Entering Unmasked Estep 
Score: -2118728.500000 Penalty: 1647.335938
	Iteration 0F: 2 clusters Score -2118728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2101555.000000 Penalty: 3294.671875
	Iteration 0F: 3 clusters Score -2101555 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2108238.750000 Penalty: 3294.671875
	Iteration 1F: 3 clusters Score -2108239 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2108956.500000 Penalty: 3294.671875
	Iteration 2F: 3 clusters Score -2108956 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2109972.500000 Penalty: 3294.671875
	Iteration 3F: 3 clusters Score -2109972 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2111357.000000 Penalty: 3294.671875
	Iteration 4F: 3 clusters Score -2111357 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2112957.500000 Penalty: 3294.671875
	Iteration 5F: 3 clusters Score -2112958 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2114438.250000 Penalty: 3294.671875
	Iteration 6F: 3 clusters Score -2114438 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2115701.250000 Penalty: 3294.671875
	Iteration 7F: 3 clusters Score -2115701 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2116513.250000 Penalty: 3294.671875
	Iteration 8F: 3 clusters Score -2116513 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2117028.500000 Penalty: 3294.671875
	Iteration 9Q: 3 clusters Score -2117028 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2117327.500000 Penalty: 3294.671875
	Iteration 10Q: 3 clusters Score -2117328 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2117521.250000 Penalty: 3294.671875
	Iteration 11Q: 3 clusters Score -2117521 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2117658.500000 Penalty: 3294.671875
	Iteration 12Q: 3 clusters Score -2117658 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2117740.000000 Penalty: 3294.671875
	Iteration 13Q: 3 clusters Score -2117740 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2117794.250000 Penalty: 3294.671875
	Iteration 14Q: 3 clusters Score -2117794 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2117852.250000 Penalty: 3294.671875
	Iteration 15Q: 3 clusters Score -2117852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2117876.750000 Penalty: 3294.671875
	Iteration 16Q: 3 clusters Score -2117877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2117893.500000 Penalty: 3294.671875
	Iteration 17Q: 3 clusters Score -2117894 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2117911.500000 Penalty: 3294.671875
	Iteration 18Q: 3 clusters Score -2117912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2117923.250000 Penalty: 3294.671875
	Iteration 19Q: 3 clusters Score -2117923 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2117945.500000 Penalty: 3294.671875
	Iteration 20F: 3 clusters Score -2117946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2117960.750000 Penalty: 3294.671875
	Iteration 21Q: 3 clusters Score -2117961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2117977.000000 Penalty: 3294.671875
	Iteration 22Q: 3 clusters Score -2117977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2117977.250000 Penalty: 3294.671875
	Iteration 23Q: 3 clusters Score -2117977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2117981.250000 Penalty: 3294.671875
	Iteration 24Q: 3 clusters Score -2117981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2117994.000000 Penalty: 3294.671875
	Iteration 25Q: 3 clusters Score -2117994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2118000.000000 Penalty: 3294.671875
	Iteration 26Q: 3 clusters Score -2118000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2118005.250000 Penalty: 3294.671875
	Iteration 27Q: 3 clusters Score -2118005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2118018.500000 Penalty: 3294.671875
	Iteration 28Q: 3 clusters Score -2118018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2118034.750000 Penalty: 3294.671875
	Iteration 29Q: 3 clusters Score -2118035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2118035.500000 Penalty: 3294.671875
	Iteration 30Q: 3 clusters Score -2118036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2118051.750000 Penalty: 3294.671875
	Iteration 31Q: 3 clusters Score -2118052 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2118070.000000 Penalty: 3294.671875
	Iteration 32Q: 3 clusters Score -2118070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2118088.500000 Penalty: 3294.671875
	Iteration 33Q: 3 clusters Score -2118088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2118090.500000 Penalty: 3294.671875
	Iteration 34Q: 3 clusters Score -2118090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2118095.750000 Penalty: 3294.671875
	Iteration 35Q: 3 clusters Score -2118096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2118104.000000 Penalty: 3294.671875
	Iteration 36Q: 3 clusters Score -2118104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2118118.000000 Penalty: 3294.671875
	Iteration 37Q: 3 clusters Score -2118118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2118133.500000 Penalty: 3294.671875
	Iteration 38Q: 3 clusters Score -2118134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2118147.500000 Penalty: 3294.671875
	Iteration 39Q: 3 clusters Score -2118148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2118159.500000 Penalty: 3294.671875
	Iteration 40F: 3 clusters Score -2118160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2118171.000000 Penalty: 3294.671875
	Iteration 41Q: 3 clusters Score -2118171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2118182.250000 Penalty: 3294.671875
	Iteration 42Q: 3 clusters Score -2118182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2118199.750000 Penalty: 3294.671875
	Iteration 43Q: 3 clusters Score -2118200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2118215.000000 Penalty: 3294.671875
	Iteration 44Q: 3 clusters Score -2118215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2118233.500000 Penalty: 3294.671875
	Iteration 45Q: 3 clusters Score -2118234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2118246.000000 Penalty: 3294.671875
	Iteration 46Q: 3 clusters Score -2118246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2118270.250000 Penalty: 3294.671875
	Iteration 47Q: 3 clusters Score -2118270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2118279.000000 Penalty: 3294.671875
	Iteration 48Q: 3 clusters Score -2118279 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2118290.750000 Penalty: 3294.671875
	Iteration 49Q: 3 clusters Score -2118291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2118304.000000 Penalty: 3294.671875
	Iteration 50Q: 3 clusters Score -2118304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2118316.500000 Penalty: 3294.671875
	Iteration 51Q: 3 clusters Score -2118316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2118332.000000 Penalty: 3294.671875
	Iteration 52Q: 3 clusters Score -2118332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2118348.250000 Penalty: 3294.671875
	Iteration 53Q: 3 clusters Score -2118348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2118357.250000 Penalty: 3294.671875
	Iteration 54Q: 3 clusters Score -2118357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2118372.250000 Penalty: 3294.671875
	Iteration 55Q: 3 clusters Score -2118372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2118391.000000 Penalty: 3294.671875
	Iteration 56Q: 3 clusters Score -2118391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2118413.000000 Penalty: 3294.671875
	Iteration 57Q: 3 clusters Score -2118413 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2118426.500000 Penalty: 3294.671875
	Iteration 58Q: 3 clusters Score -2118426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2118433.250000 Penalty: 3294.671875
	Iteration 59Q: 3 clusters Score -2118433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2118444.000000 Penalty: 3294.671875
	Iteration 60F: 3 clusters Score -2118444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2118456.500000 Penalty: 3294.671875
	Iteration 61Q: 3 clusters Score -2118456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2118456.750000 Penalty: 3294.671875
	Iteration 62Q: 3 clusters Score -2118457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2118469.750000 Penalty: 3294.671875
	Iteration 63Q: 3 clusters Score -2118470 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2118483.000000 Penalty: 3294.671875
	Iteration 64Q: 3 clusters Score -2118483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2118492.000000 Penalty: 3294.671875
	Iteration 65Q: 3 clusters Score -2118492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2118513.000000 Penalty: 3294.671875
	Iteration 66Q: 3 clusters Score -2118513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2118517.750000 Penalty: 3294.671875
	Iteration 67Q: 3 clusters Score -2118518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2118524.750000 Penalty: 3294.671875
	Iteration 68Q: 3 clusters Score -2118525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2118527.500000 Penalty: 3294.671875
	Iteration 69Q: 3 clusters Score -2118528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2118540.000000 Penalty: 3294.671875
	Iteration 70Q: 3 clusters Score -2118540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2118555.500000 Penalty: 3294.671875
	Iteration 71Q: 3 clusters Score -2118556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2118561.500000 Penalty: 3294.671875
	Iteration 72Q: 3 clusters Score -2118562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2118581.000000 Penalty: 3294.671875
	Iteration 73Q: 3 clusters Score -2118581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2118594.000000 Penalty: 3294.671875
	Iteration 74Q: 3 clusters Score -2118594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2118601.250000 Penalty: 3294.671875
	Iteration 75Q: 3 clusters Score -2118601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2118620.250000 Penalty: 3294.671875
	Iteration 76Q: 3 clusters Score -2118620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2118638.500000 Penalty: 3294.671875
	Iteration 77Q: 3 clusters Score -2118638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2118651.750000 Penalty: 3294.671875
	Iteration 78Q: 3 clusters Score -2118652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2118669.500000 Penalty: 3294.671875
	Iteration 79Q: 3 clusters Score -2118670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2118672.500000 Penalty: 3294.671875
	Iteration 80F: 3 clusters Score -2118672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2118685.750000 Penalty: 3294.671875
	Iteration 81Q: 3 clusters Score -2118686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2118689.000000 Penalty: 3294.671875
	Iteration 82Q: 3 clusters Score -2118689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2118698.750000 Penalty: 3294.671875
	Iteration 83Q: 3 clusters Score -2118699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2118709.750000 Penalty: 3294.671875
	Iteration 84Q: 3 clusters Score -2118710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2118713.500000 Penalty: 3294.671875
	Iteration 85Q: 3 clusters Score -2118714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2118719.500000 Penalty: 3294.671875
	Iteration 86Q: 3 clusters Score -2118720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2118722.500000 Penalty: 3294.671875
	Iteration 87Q: 3 clusters Score -2118722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2118737.250000 Penalty: 3294.671875
	Iteration 88Q: 3 clusters Score -2118737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2118738.000000 Penalty: 3294.671875
	Iteration 89Q: 3 clusters Score -2118738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2118746.750000 Penalty: 3294.671875
	Iteration 90Q: 3 clusters Score -2118747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2118770.000000 Penalty: 3294.671875
	Iteration 91Q: 3 clusters Score -2118770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2118782.250000 Penalty: 3294.671875
	Iteration 92Q: 3 clusters Score -2118782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2118802.000000 Penalty: 3294.671875
	Iteration 93Q: 3 clusters Score -2118802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2118829.250000 Penalty: 3294.671875
	Iteration 94Q: 3 clusters Score -2118829 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2118853.000000 Penalty: 3294.671875
	Iteration 95Q: 3 clusters Score -2118853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2118873.500000 Penalty: 3294.671875
	Iteration 96Q: 3 clusters Score -2118874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2118904.500000 Penalty: 3294.671875
	Iteration 97Q: 3 clusters Score -2118904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2118923.000000 Penalty: 3294.671875
	Iteration 98Q: 3 clusters Score -2118923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2118954.500000 Penalty: 3294.671875
	Iteration 99Q: 3 clusters Score -2118954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2118974.750000 Penalty: 3294.671875
	Iteration 100F: 3 clusters Score -2118975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2118982.000000 Penalty: 3294.671875
	Iteration 101Q: 3 clusters Score -2118982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2118992.750000 Penalty: 3294.671875
	Iteration 102Q: 3 clusters Score -2118993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2118996.000000 Penalty: 3294.671875
	Iteration 103Q: 3 clusters Score -2118996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2118999.250000 Penalty: 3294.671875
	Iteration 104Q: 3 clusters Score -2118999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2118998.750000 Penalty: 3294.671875
	Iteration 105Q: 3 clusters Score -2118999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2118999.250000 Penalty: 3294.671875
	Iteration 106Q: 3 clusters Score -2118999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2118998.750000 Penalty: 3294.671875
	Iteration 107Q: 3 clusters Score -2118999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2119009.500000 Penalty: 3294.671875
	Iteration 108Q: 3 clusters Score -2119010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2119012.250000 Penalty: 3294.671875
	Iteration 109Q: 3 clusters Score -2119012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2119011.000000 Penalty: 3294.671875
	Iteration 110Q: 3 clusters Score -2119011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2119013.500000 Penalty: 3294.671875
	Iteration 111Q: 3 clusters Score -2119014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2119011.000000 Penalty: 3294.671875
	Iteration 112Q: 3 clusters Score -2119011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2119015.000000 Penalty: 3294.671875
	Iteration 113Q: 3 clusters Score -2119015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2119016.000000 Penalty: 3294.671875
	Iteration 114Q: 3 clusters Score -2119016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2119016.000000 Penalty: 3294.671875
	Iteration 115Q: 3 clusters Score -2119016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2119017.000000 Penalty: 3294.671875
	Iteration 116Q: 3 clusters Score -2119017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2119011.250000 Penalty: 3294.671875
	Iteration 117Q: 3 clusters Score -2119011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2119011.250000 Penalty: 3294.671875
	Iteration 118F: 3 clusters Score -2119011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 8923 members 
Mstep: Class 4 contains 6985 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 18918 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 1138 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 161149 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 204659 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 1260 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 66504 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 2452 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 18802 members 
Entering Unmasked Estep 
Score: -54417428.000000 Penalty: 69658.390625
Splitting cluster 20 changes total score from -54417544.000000 to -54417428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Entering Unmasked Estep 
Score: -1107658.250000 Penalty: 1540.112549
	Iteration 0F: 2 clusters Score -1107658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1098590.125000 Penalty: 3080.225098
	Iteration 0F: 3 clusters Score -1098590 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1101579.500000 Penalty: 3080.225098
	Iteration 1F: 3 clusters Score -1101580 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1101869.625000 Penalty: 3080.225098
	Iteration 2F: 3 clusters Score -1101870 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1102142.500000 Penalty: 3080.225098
	Iteration 3F: 3 clusters Score -1102142 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1102461.750000 Penalty: 3080.225098
	Iteration 4Q: 3 clusters Score -1102462 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1102881.000000 Penalty: 3080.225098
	Iteration 5F: 3 clusters Score -1102881 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1103449.000000 Penalty: 3080.225098
	Iteration 6F: 3 clusters Score -1103449 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1104174.750000 Penalty: 3080.225098
	Iteration 7F: 3 clusters Score -1104175 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1104904.125000 Penalty: 3080.225098
	Iteration 8F: 3 clusters Score -1104904 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1105488.250000 Penalty: 3080.225098
	Iteration 9Q: 3 clusters Score -1105488 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1105887.000000 Penalty: 3080.225098
	Iteration 10Q: 3 clusters Score -1105887 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1106149.750000 Penalty: 3080.225098
	Iteration 11Q: 3 clusters Score -1106150 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1106345.750000 Penalty: 3080.225098
	Iteration 12Q: 3 clusters Score -1106346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1106499.125000 Penalty: 3080.225098
	Iteration 13Q: 3 clusters Score -1106499 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1106604.000000 Penalty: 3080.225098
	Iteration 14Q: 3 clusters Score -1106604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1106657.000000 Penalty: 3080.225098
	Iteration 15Q: 3 clusters Score -1106657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1106688.875000 Penalty: 3080.225098
	Iteration 16Q: 3 clusters Score -1106689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1106711.875000 Penalty: 3080.225098
	Iteration 17Q: 3 clusters Score -1106712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1106726.625000 Penalty: 3080.225098
	Iteration 18Q: 3 clusters Score -1106727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1106735.375000 Penalty: 3080.225098
	Iteration 19Q: 3 clusters Score -1106735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1106742.250000 Penalty: 3080.225098
	Iteration 20F: 3 clusters Score -1106742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1106741.625000 Penalty: 3080.225098
	Iteration 21Q: 3 clusters Score -1106742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1106744.500000 Penalty: 3080.225098
	Iteration 22Q: 3 clusters Score -1106744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1106745.625000 Penalty: 3080.225098
	Iteration 23Q: 3 clusters Score -1106746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1106745.875000 Penalty: 3080.225098
	Iteration 24Q: 3 clusters Score -1106746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1106746.250000 Penalty: 3080.225098
	Iteration 25Q: 3 clusters Score -1106746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1106746.250000 Penalty: 3080.225098
	Iteration 26F: 3 clusters Score -1106746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -705521.187500 Penalty: 1468.656982
	Iteration 0F: 2 clusters Score -705521.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -699366.437500 Penalty: 2937.313965
	Iteration 0F: 3 clusters Score -699366.4 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -701379.500000 Penalty: 2937.313965
	Iteration 1F: 3 clusters Score -701379.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -701606.000000 Penalty: 2937.313965
	Iteration 2F: 3 clusters Score -701606 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -701777.687500 Penalty: 2937.313965
	Iteration 3Q: 3 clusters Score -701777.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -701919.125000 Penalty: 2937.313965
	Iteration 4Q: 3 clusters Score -701919.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -702055.562500 Penalty: 2937.313965
	Iteration 5Q: 3 clusters Score -702055.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -702182.937500 Penalty: 2937.313965
	Iteration 6Q: 3 clusters Score -702182.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -702319.250000 Penalty: 2937.313965
	Iteration 7Q: 3 clusters Score -702319.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -702449.812500 Penalty: 2937.313965
	Iteration 8Q: 3 clusters Score -702449.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -702571.500000 Penalty: 2937.313965
	Iteration 9Q: 3 clusters Score -702571.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -702721.125000 Penalty: 2937.313965
	Iteration 10Q: 3 clusters Score -702721.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -702899.187500 Penalty: 2937.313965
	Iteration 11Q: 3 clusters Score -702899.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -703109.250000 Penalty: 2937.313965
	Iteration 12Q: 3 clusters Score -703109.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -703341.937500 Penalty: 2937.313965
	Iteration 13Q: 3 clusters Score -703341.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -703555.375000 Penalty: 2937.313965
	Iteration 14Q: 3 clusters Score -703555.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -703738.250000 Penalty: 2937.313965
	Iteration 15Q: 3 clusters Score -703738.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -703883.250000 Penalty: 2937.313965
	Iteration 16Q: 3 clusters Score -703883.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -703990.500000 Penalty: 2937.313965
	Iteration 17Q: 3 clusters Score -703990.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -704091.750000 Penalty: 2937.313965
	Iteration 18Q: 3 clusters Score -704091.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -704176.937500 Penalty: 2937.313965
	Iteration 19Q: 3 clusters Score -704176.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -704233.250000 Penalty: 2937.313965
	Iteration 20F: 3 clusters Score -704233.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -704287.437500 Penalty: 2937.313965
	Iteration 21Q: 3 clusters Score -704287.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -704348.250000 Penalty: 2937.313965
	Iteration 22Q: 3 clusters Score -704348.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -704412.875000 Penalty: 2937.313965
	Iteration 23Q: 3 clusters Score -704412.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -704465.187500 Penalty: 2937.313965
	Iteration 24Q: 3 clusters Score -704465.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -704501.250000 Penalty: 2937.313965
	Iteration 25Q: 3 clusters Score -704501.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -704538.687500 Penalty: 2937.313965
	Iteration 26Q: 3 clusters Score -704538.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -704574.125000 Penalty: 2937.313965
	Iteration 27Q: 3 clusters Score -704574.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -704600.687500 Penalty: 2937.313965
	Iteration 28Q: 3 clusters Score -704600.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -704616.250000 Penalty: 2937.313965
	Iteration 29Q: 3 clusters Score -704616.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -704632.500000 Penalty: 2937.313965
	Iteration 30Q: 3 clusters Score -704632.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -704643.062500 Penalty: 2937.313965
	Iteration 31Q: 3 clusters Score -704643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -704651.500000 Penalty: 2937.313965
	Iteration 32Q: 3 clusters Score -704651.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -704655.250000 Penalty: 2937.313965
	Iteration 33Q: 3 clusters Score -704655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -704657.937500 Penalty: 2937.313965
	Iteration 34Q: 3 clusters Score -704657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -704659.000000 Penalty: 2937.313965
	Iteration 35Q: 3 clusters Score -704659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -704661.250000 Penalty: 2937.313965
	Iteration 36Q: 3 clusters Score -704661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -704664.062500 Penalty: 2937.313965
	Iteration 37Q: 3 clusters Score -704664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -704666.937500 Penalty: 2937.313965
	Iteration 38Q: 3 clusters Score -704666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -704668.437500 Penalty: 2937.313965
	Iteration 39Q: 3 clusters Score -704668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -704670.562500 Penalty: 2937.313965
	Iteration 40F: 3 clusters Score -704670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -704671.187500 Penalty: 2937.313965
	Iteration 41Q: 3 clusters Score -704671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -704672.125000 Penalty: 2937.313965
	Iteration 42Q: 3 clusters Score -704672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -704672.125000 Penalty: 2937.313965
	Iteration 43F: 3 clusters Score -704672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -256111.156250 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -256111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -253272.015625 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -253272 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -254032.078125 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -254032.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -254236.265625 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -254236.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -254366.906250 Penalty: 2615.440430
	Iteration 3F: 3 clusters Score -254366.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -254499.078125 Penalty: 2615.440430
	Iteration 4F: 3 clusters Score -254499.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -254616.203125 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -254616.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254711.156250 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -254711.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -254818.937500 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -254818.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254958.000000 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -254958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -255128.500000 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -255128.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255312.671875 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -255312.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -255523.046875 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -255523 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -255760.484375 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -255760.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -255879.281250 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -255879.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -255925.796875 Penalty: 2615.440430
	Iteration 14Q: 3 clusters Score -255925.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -255940.859375 Penalty: 2615.440430
	Iteration 15Q: 3 clusters Score -255940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -255950.328125 Penalty: 2615.440430
	Iteration 16Q: 3 clusters Score -255950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255954.796875 Penalty: 2615.440430
	Iteration 17Q: 3 clusters Score -255954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -255955.281250 Penalty: 2615.440430
	Iteration 18Q: 3 clusters Score -255955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255956.750000 Penalty: 2615.440430
	Iteration 19Q: 3 clusters Score -255956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -255957.625000 Penalty: 2615.440430
	Iteration 20F: 3 clusters Score -255957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255958.000000 Penalty: 2615.440430
	Iteration 21Q: 3 clusters Score -255958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255958.000000 Penalty: 2615.440430
	Iteration 22F: 3 clusters Score -255958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -103713.406250 Penalty: 1160.065918
	Iteration 0F: 2 clusters Score -103713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -102081.460938 Penalty: 2320.131836
	Iteration 0F: 3 clusters Score -102081.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102376.500000 Penalty: 2320.131836
	Iteration 1F: 3 clusters Score -102376.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102469.320312 Penalty: 2320.131836
	Iteration 2F: 3 clusters Score -102469.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102522.500000 Penalty: 2320.131836
	Iteration 3Q: 3 clusters Score -102522.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102566.703125 Penalty: 2320.131836
	Iteration 4Q: 3 clusters Score -102566.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102598.132812 Penalty: 2320.131836
	Iteration 5Q: 3 clusters Score -102598.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102621.265625 Penalty: 2320.131836
	Iteration 6Q: 3 clusters Score -102621.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102638.468750 Penalty: 2320.131836
	Iteration 7Q: 3 clusters Score -102638.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102660.656250 Penalty: 2320.131836
	Iteration 8Q: 3 clusters Score -102660.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102676.226562 Penalty: 2320.131836
	Iteration 9Q: 3 clusters Score -102676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102683.710938 Penalty: 2320.131836
	Iteration 10Q: 3 clusters Score -102683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102690.578125 Penalty: 2320.131836
	Iteration 11Q: 3 clusters Score -102690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -102701.679688 Penalty: 2320.131836
	Iteration 12Q: 3 clusters Score -102701.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102710.765625 Penalty: 2320.131836
	Iteration 13Q: 3 clusters Score -102710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102720.453125 Penalty: 2320.131836
	Iteration 14Q: 3 clusters Score -102720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102727.070312 Penalty: 2320.131836
	Iteration 15Q: 3 clusters Score -102727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102733.382812 Penalty: 2320.131836
	Iteration 16Q: 3 clusters Score -102733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102740.625000 Penalty: 2320.131836
	Iteration 17Q: 3 clusters Score -102740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102744.664062 Penalty: 2320.131836
	Iteration 18Q: 3 clusters Score -102744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102748.375000 Penalty: 2320.131836
	Iteration 19Q: 3 clusters Score -102748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102755.453125 Penalty: 2320.131836
	Iteration 20F: 3 clusters Score -102755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102761.835938 Penalty: 2320.131836
	Iteration 21Q: 3 clusters Score -102761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102766.429688 Penalty: 2320.131836
	Iteration 22Q: 3 clusters Score -102766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102767.671875 Penalty: 2320.131836
	Iteration 23Q: 3 clusters Score -102767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102768.906250 Penalty: 2320.131836
	Iteration 24Q: 3 clusters Score -102768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102771.398438 Penalty: 2320.131836
	Iteration 25Q: 3 clusters Score -102771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102773.554688 Penalty: 2320.131836
	Iteration 26Q: 3 clusters Score -102773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102774.109375 Penalty: 2320.131836
	Iteration 27Q: 3 clusters Score -102774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102774.109375 Penalty: 2320.131836
	Iteration 28F: 3 clusters Score -102774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -76214.898438 Penalty: 1112.282471
	Iteration 0F: 2 clusters Score -76214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74813.320312 Penalty: 2224.564941
	Iteration 0F: 3 clusters Score -74813.32 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75088.546875 Penalty: 2224.564941
	Iteration 1F: 3 clusters Score -75088.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75167.539062 Penalty: 2224.564941
	Iteration 2F: 3 clusters Score -75167.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75199.890625 Penalty: 2224.564941
	Iteration 3Q: 3 clusters Score -75199.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75217.968750 Penalty: 2224.564941
	Iteration 4Q: 3 clusters Score -75217.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75232.734375 Penalty: 2224.564941
	Iteration 5Q: 3 clusters Score -75232.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75247.796875 Penalty: 2224.564941
	Iteration 6Q: 3 clusters Score -75247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75249.140625 Penalty: 2224.564941
	Iteration 7Q: 3 clusters Score -75249.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75250.335938 Penalty: 2224.564941
	Iteration 8Q: 3 clusters Score -75250.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75250.335938 Penalty: 2224.564941
	Iteration 9F: 3 clusters Score -75250.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (66504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Entering Unmasked Estep 
Score: -5704042.000000 Penalty: 1804.565430
	Iteration 0F: 2 clusters Score -5704042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5659616.500000 Penalty: 3609.130859
	Iteration 0F: 3 clusters Score -5659616 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -5678060.000000 Penalty: 3609.130859
	Iteration 1F: 3 clusters Score -5678060 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5678931.000000 Penalty: 3609.130859
	Iteration 2Q: 3 clusters Score -5678931 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5679991.000000 Penalty: 3609.130859
	Iteration 3Q: 3 clusters Score -5679991 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5681244.500000 Penalty: 3609.130859
	Iteration 4Q: 3 clusters Score -5681244 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5682810.000000 Penalty: 3609.130859
	Iteration 5Q: 3 clusters Score -5682810 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5684901.000000 Penalty: 3609.130859
	Iteration 6F: 3 clusters Score -5684901 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5687608.000000 Penalty: 3609.130859
	Iteration 7F: 3 clusters Score -5687608 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -5690750.000000 Penalty: 3609.130859
	Iteration 8F: 3 clusters Score -5690750 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -5693327.500000 Penalty: 3609.130859
	Iteration 9F: 3 clusters Score -5693328 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -5694790.500000 Penalty: 3609.130859
	Iteration 10Q: 3 clusters Score -5694790 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -5695618.500000 Penalty: 3609.130859
	Iteration 11Q: 3 clusters Score -5695618 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -5696200.500000 Penalty: 3609.130859
	Iteration 12Q: 3 clusters Score -5696200 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -5696677.500000 Penalty: 3609.130859
	Iteration 13Q: 3 clusters Score -5696678 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -5697181.000000 Penalty: 3609.130859
	Iteration 14Q: 3 clusters Score -5697181 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -5697700.000000 Penalty: 3609.130859
	Iteration 15Q: 3 clusters Score -5697700 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -5698271.000000 Penalty: 3609.130859
	Iteration 16Q: 3 clusters Score -5698271 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -5698803.000000 Penalty: 3609.130859
	Iteration 17Q: 3 clusters Score -5698803 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -5699362.500000 Penalty: 3609.130859
	Iteration 18Q: 3 clusters Score -5699362 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -5699835.500000 Penalty: 3609.130859
	Iteration 19Q: 3 clusters Score -5699836 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -5700255.500000 Penalty: 3609.130859
	Iteration 20F: 3 clusters Score -5700256 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -5700623.000000 Penalty: 3609.130859
	Iteration 21Q: 3 clusters Score -5700623 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -5701026.000000 Penalty: 3609.130859
	Iteration 22Q: 3 clusters Score -5701026 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -5701379.000000 Penalty: 3609.130859
	Iteration 23Q: 3 clusters Score -5701379 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -5701693.500000 Penalty: 3609.130859
	Iteration 24Q: 3 clusters Score -5701694 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -5701955.500000 Penalty: 3609.130859
	Iteration 25Q: 3 clusters Score -5701956 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -5702191.500000 Penalty: 3609.130859
	Iteration 26Q: 3 clusters Score -5702192 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -5702340.000000 Penalty: 3609.130859
	Iteration 27Q: 3 clusters Score -5702340 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -5702465.000000 Penalty: 3609.130859
	Iteration 28Q: 3 clusters Score -5702465 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -5702573.000000 Penalty: 3609.130859
	Iteration 29Q: 3 clusters Score -5702573 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -5702679.500000 Penalty: 3609.130859
	Iteration 30Q: 3 clusters Score -5702680 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -5702759.500000 Penalty: 3609.130859
	Iteration 31Q: 3 clusters Score -5702760 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -5702860.500000 Penalty: 3609.130859
	Iteration 32Q: 3 clusters Score -5702860 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -5702938.000000 Penalty: 3609.130859
	Iteration 33Q: 3 clusters Score -5702938 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -5703050.000000 Penalty: 3609.130859
	Iteration 34Q: 3 clusters Score -5703050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -5703152.500000 Penalty: 3609.130859
	Iteration 35Q: 3 clusters Score -5703152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -5703287.500000 Penalty: 3609.130859
	Iteration 36Q: 3 clusters Score -5703288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -5703479.000000 Penalty: 3609.130859
	Iteration 37Q: 3 clusters Score -5703479 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -5703641.000000 Penalty: 3609.130859
	Iteration 38Q: 3 clusters Score -5703641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -5703732.000000 Penalty: 3609.130859
	Iteration 39Q: 3 clusters Score -5703732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -5703769.500000 Penalty: 3609.130859
	Iteration 40F: 3 clusters Score -5703770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -5703809.000000 Penalty: 3609.130859
	Iteration 41Q: 3 clusters Score -5703809 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -5703831.500000 Penalty: 3609.130859
	Iteration 42Q: 3 clusters Score -5703832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -5703836.000000 Penalty: 3609.130859
	Iteration 43Q: 3 clusters Score -5703836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -5703837.000000 Penalty: 3609.130859
	Iteration 44Q: 3 clusters Score -5703837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -5703848.500000 Penalty: 3609.130859
	Iteration 45Q: 3 clusters Score -5703848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -5703843.000000 Penalty: 3609.130859
	Iteration 46Q: 3 clusters Score -5703843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -5703847.500000 Penalty: 3609.130859
	Iteration 47Q: 3 clusters Score -5703848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -5703850.500000 Penalty: 3609.130859
	Iteration 48Q: 3 clusters Score -5703850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -5703849.500000 Penalty: 3609.130859
	Iteration 49Q: 3 clusters Score -5703850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -5703850.000000 Penalty: 3609.130859
	Iteration 50Q: 3 clusters Score -5703850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -5703852.000000 Penalty: 3609.130859
	Iteration 51Q: 3 clusters Score -5703852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -5703848.500000 Penalty: 3609.130859
	Iteration 52Q: 3 clusters Score -5703848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -5703863.500000 Penalty: 3609.130859
	Iteration 53Q: 3 clusters Score -5703864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -5703861.000000 Penalty: 3609.130859
	Iteration 54Q: 3 clusters Score -5703861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -5703867.500000 Penalty: 3609.130859
	Iteration 55Q: 3 clusters Score -5703868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -5703863.500000 Penalty: 3609.130859
	Iteration 56Q: 3 clusters Score -5703864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -5703863.500000 Penalty: 3609.130859
	Iteration 57F: 3 clusters Score -5703864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -191230.218750 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -191230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -188905.859375 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -188905.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -189517.625000 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -189517.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -189727.937500 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -189727.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -189895.046875 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -189895 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -190042.546875 Penalty: 2524.635742
	Iteration 4F: 3 clusters Score -190042.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -190162.500000 Penalty: 2524.635742
	Iteration 5F: 3 clusters Score -190162.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -190260.687500 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -190260.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -190347.312500 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -190347.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -190428.765625 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -190428.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -190483.734375 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -190483.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -190524.421875 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -190524.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -190558.031250 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -190558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -190596.062500 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -190596.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -190622.953125 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -190623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -190651.062500 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -190651.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -190688.515625 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -190688.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -190734.421875 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -190734.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190770.890625 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -190770.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -190798.968750 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -190799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -190827.062500 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -190827.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -190848.500000 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -190848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -190864.390625 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -190864.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -190879.640625 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -190879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -190887.125000 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -190887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -190892.265625 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -190892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -190893.625000 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -190893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -190894.906250 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -190894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -190896.000000 Penalty: 2524.635742
	Iteration 27Q: 3 clusters Score -190896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190898.031250 Penalty: 2524.635742
	Iteration 28Q: 3 clusters Score -190898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190898.843750 Penalty: 2524.635742
	Iteration 29Q: 3 clusters Score -190898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190898.984375 Penalty: 2524.635742
	Iteration 30Q: 3 clusters Score -190899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190900.453125 Penalty: 2524.635742
	Iteration 31Q: 3 clusters Score -190900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190901.281250 Penalty: 2524.635742
	Iteration 32Q: 3 clusters Score -190901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190901.281250 Penalty: 2524.635742
	Iteration 33F: 3 clusters Score -190901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -526362.687500 Penalty: 1420.044434
	Iteration 0F: 2 clusters Score -526362.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -521612.218750 Penalty: 2840.088867
	Iteration 0F: 3 clusters Score -521612.2 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -523026.531250 Penalty: 2840.088867
	Iteration 1F: 3 clusters Score -523026.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -523380.500000 Penalty: 2840.088867
	Iteration 2F: 3 clusters Score -523380.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -523708.562500 Penalty: 2840.088867
	Iteration 3F: 3 clusters Score -523708.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -523981.843750 Penalty: 2840.088867
	Iteration 4F: 3 clusters Score -523981.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -524194.250000 Penalty: 2840.088867
	Iteration 5F: 3 clusters Score -524194.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -524363.125000 Penalty: 2840.088867
	Iteration 6Q: 3 clusters Score -524363.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -524516.375000 Penalty: 2840.088867
	Iteration 7Q: 3 clusters Score -524516.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -524652.125000 Penalty: 2840.088867
	Iteration 8Q: 3 clusters Score -524652.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -524799.375000 Penalty: 2840.088867
	Iteration 9Q: 3 clusters Score -524799.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -524952.500000 Penalty: 2840.088867
	Iteration 10Q: 3 clusters Score -524952.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -525153.625000 Penalty: 2840.088867
	Iteration 11Q: 3 clusters Score -525153.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -525358.125000 Penalty: 2840.088867
	Iteration 12Q: 3 clusters Score -525358.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -525556.812500 Penalty: 2840.088867
	Iteration 13Q: 3 clusters Score -525556.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -525684.687500 Penalty: 2840.088867
	Iteration 14Q: 3 clusters Score -525684.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -525742.187500 Penalty: 2840.088867
	Iteration 15Q: 3 clusters Score -525742.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -525767.875000 Penalty: 2840.088867
	Iteration 16Q: 3 clusters Score -525767.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -525780.000000 Penalty: 2840.088867
	Iteration 17Q: 3 clusters Score -525780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -525789.125000 Penalty: 2840.088867
	Iteration 18Q: 3 clusters Score -525789.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -525797.687500 Penalty: 2840.088867
	Iteration 19Q: 3 clusters Score -525797.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -525801.625000 Penalty: 2840.088867
	Iteration 20F: 3 clusters Score -525801.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -525805.750000 Penalty: 2840.088867
	Iteration 21Q: 3 clusters Score -525805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -525808.750000 Penalty: 2840.088867
	Iteration 22Q: 3 clusters Score -525808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -525810.125000 Penalty: 2840.088867
	Iteration 23Q: 3 clusters Score -525810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -525810.312500 Penalty: 2840.088867
	Iteration 24Q: 3 clusters Score -525810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -525811.437500 Penalty: 2840.088867
	Iteration 25Q: 3 clusters Score -525811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -525811.437500 Penalty: 2840.088867
	Iteration 26Q: 3 clusters Score -525811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -525811.312500 Penalty: 2840.088867
	Iteration 27Q: 3 clusters Score -525811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -525811.437500 Penalty: 2840.088867
	Iteration 28Q: 3 clusters Score -525811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -525811.437500 Penalty: 2840.088867
	Iteration 29F: 3 clusters Score -525811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -104498.789062 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -104498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102830.625000 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -102830.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103255.539062 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -103255.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103396.000000 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -103396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -103493.164062 Penalty: 2383.232422
	Iteration 3F: 3 clusters Score -103493.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -103559.820312 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -103559.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -103603.265625 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -103603.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -103626.789062 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -103626.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103647.609375 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -103647.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -103664.476562 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -103664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103677.281250 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -103677.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103705.078125 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -103705.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103733.375000 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -103733.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103764.109375 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -103764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103798.507812 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -103798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103826.664062 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -103826.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -103844.945312 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -103844.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103850.773438 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -103850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103858.273438 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -103858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103863.156250 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -103863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103867.781250 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -103867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103872.171875 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -103872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103874.187500 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -103874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103874.710938 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -103874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103876.703125 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -103876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103876.921875 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -103876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103876.921875 Penalty: 2383.232422
	Iteration 25F: 3 clusters Score -103876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -199752.093750 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -199752.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -197360.890625 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -197360.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197980.750000 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -197980.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -198164.343750 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -198164.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -198284.609375 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -198284.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -198378.171875 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -198378.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -198438.750000 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -198438.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -198482.609375 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -198482.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -198515.109375 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -198515.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198545.781250 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -198545.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -198571.703125 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -198571.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198588.203125 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -198588.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198597.406250 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -198597.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -198606.171875 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -198606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -198612.812500 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -198612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -198617.703125 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -198617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -198631.687500 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -198631.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -198652.078125 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -198652.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -198673.281250 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -198673.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -198687.812500 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -198687.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -198708.093750 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -198708.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -198739.250000 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -198739.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -198773.437500 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -198773.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -198819.156250 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -198819.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -198870.328125 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -198870.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -198931.156250 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -198931.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -199001.250000 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -199001.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -199063.296875 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -199063.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -199115.875000 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -199115.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199175.578125 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -199175.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -199228.859375 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -199228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -199257.906250 Penalty: 2536.514404
	Iteration 30Q: 3 clusters Score -199257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -199280.046875 Penalty: 2536.514404
	Iteration 31Q: 3 clusters Score -199280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199293.109375 Penalty: 2536.514404
	Iteration 32Q: 3 clusters Score -199293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -199300.687500 Penalty: 2536.514404
	Iteration 33Q: 3 clusters Score -199300.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -199306.265625 Penalty: 2536.514404
	Iteration 34Q: 3 clusters Score -199306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -199309.156250 Penalty: 2536.514404
	Iteration 35Q: 3 clusters Score -199309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -199314.109375 Penalty: 2536.514404
	Iteration 36Q: 3 clusters Score -199314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199318.109375 Penalty: 2536.514404
	Iteration 37Q: 3 clusters Score -199318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -199322.250000 Penalty: 2536.514404
	Iteration 38Q: 3 clusters Score -199322.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -199325.812500 Penalty: 2536.514404
	Iteration 39Q: 3 clusters Score -199325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -199329.468750 Penalty: 2536.514404
	Iteration 40F: 3 clusters Score -199329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -199334.515625 Penalty: 2536.514404
	Iteration 41Q: 3 clusters Score -199334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -199339.343750 Penalty: 2536.514404
	Iteration 42Q: 3 clusters Score -199339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199346.171875 Penalty: 2536.514404
	Iteration 43Q: 3 clusters Score -199346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -199349.484375 Penalty: 2536.514404
	Iteration 44Q: 3 clusters Score -199349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -199351.281250 Penalty: 2536.514404
	Iteration 45Q: 3 clusters Score -199351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -199357.125000 Penalty: 2536.514404
	Iteration 46Q: 3 clusters Score -199357.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199362.921875 Penalty: 2536.514404
	Iteration 47Q: 3 clusters Score -199362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -199376.000000 Penalty: 2536.514404
	Iteration 48Q: 3 clusters Score -199376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199400.625000 Penalty: 2536.514404
	Iteration 49Q: 3 clusters Score -199400.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -199441.328125 Penalty: 2536.514404
	Iteration 50Q: 3 clusters Score -199441.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -199514.609375 Penalty: 2536.514404
	Iteration 51Q: 3 clusters Score -199514.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -199652.343750 Penalty: 2536.514404
	Iteration 52Q: 3 clusters Score -199652.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -199729.484375 Penalty: 2536.514404
	Iteration 53Q: 3 clusters Score -199729.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -199745.203125 Penalty: 2536.514404
	Iteration 54Q: 3 clusters Score -199745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199748.218750 Penalty: 2536.514404
	Iteration 55Q: 3 clusters Score -199748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -199748.218750 Penalty: 2536.514404
	Iteration 56Q: 3 clusters Score -199748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -199748.218750 Penalty: 2536.514404
	Iteration 57F: 3 clusters Score -199748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -207752.937500 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -207752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -205202.968750 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -205203 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -205926.578125 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -205926.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -206099.781250 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -206099.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -206202.187500 Penalty: 2584.828613
	Iteration 3F: 3 clusters Score -206202.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -206280.515625 Penalty: 2584.828613
	Iteration 4Q: 3 clusters Score -206280.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -206330.015625 Penalty: 2584.828613
	Iteration 5Q: 3 clusters Score -206330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -206367.578125 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -206367.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -206401.031250 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -206401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -206434.375000 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -206434.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -206462.968750 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -206463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -206493.500000 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -206493.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -206516.109375 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -206516.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -206533.500000 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -206533.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -206547.687500 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -206547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -206565.468750 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -206565.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -206586.375000 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -206586.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -206607.609375 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -206607.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -206621.750000 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -206621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -206634.078125 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -206634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -206644.125000 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -206644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -206653.437500 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -206653.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -206668.046875 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -206668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -206687.906250 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -206687.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -206709.453125 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -206709.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -206727.359375 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -206727.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -206747.109375 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -206747.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -206764.984375 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -206765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -206778.421875 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -206778.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -206786.843750 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -206786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -206791.562500 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -206791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -206794.968750 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -206795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -206797.843750 Penalty: 2584.828613
	Iteration 31Q: 3 clusters Score -206797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -206800.296875 Penalty: 2584.828613
	Iteration 32Q: 3 clusters Score -206800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -206801.609375 Penalty: 2584.828613
	Iteration 33Q: 3 clusters Score -206801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -206803.890625 Penalty: 2584.828613
	Iteration 34Q: 3 clusters Score -206803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -206804.906250 Penalty: 2584.828613
	Iteration 35Q: 3 clusters Score -206804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -206806.437500 Penalty: 2584.828613
	Iteration 36Q: 3 clusters Score -206806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -206808.671875 Penalty: 2584.828613
	Iteration 37Q: 3 clusters Score -206808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -206810.203125 Penalty: 2584.828613
	Iteration 38Q: 3 clusters Score -206810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -206811.796875 Penalty: 2584.828613
	Iteration 39Q: 3 clusters Score -206811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -206812.281250 Penalty: 2584.828613
	Iteration 40F: 3 clusters Score -206812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -206812.421875 Penalty: 2584.828613
	Iteration 41Q: 3 clusters Score -206812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -206813.453125 Penalty: 2584.828613
	Iteration 42Q: 3 clusters Score -206813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -206813.843750 Penalty: 2584.828613
	Iteration 43Q: 3 clusters Score -206813.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -206814.328125 Penalty: 2584.828613
	Iteration 44Q: 3 clusters Score -206814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -206814.328125 Penalty: 2584.828613
	Iteration 45F: 3 clusters Score -206814.3 nChanged 0
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -163025376.000000 Penalty: 73015.828125
20->32 Clusters: Score -163025376.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 32727 members 
Mstep: Class 3 contains 32831 members 
Mstep: Class 4 contains 32881 members 
Mstep: Class 5 contains 32744 members 
Mstep: Class 6 contains 32879 members 
Mstep: Class 7 contains 32989 members 
Mstep: Class 8 contains 33298 members 
Mstep: Class 9 contains 32948 members 
Mstep: Class 10 contains 32774 members 
Mstep: Class 11 contains 32795 members 
Mstep: Class 12 contains 32963 members 
Mstep: Class 13 contains 32685 members 
Mstep: Class 14 contains 32657 members 
Mstep: Class 15 contains 32930 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 32850 members 
Mstep: Class 18 contains 32662 members 
Mstep: Class 19 contains 33004 members 
Mstep: Class 20 contains 32862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 612.004883 but Gain 2176.828125
Score: -51026676.000000 Penalty: 41359.667969
Iteration 0F: 20 clusters Score -5.102668e+07 nChanged 619608
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 44554 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 26798 members 
Mstep: Class 5 contains 35621 members 
Mstep: Class 6 contains 42488 members 
Mstep: Class 7 contains 34589 members 
Mstep: Class 8 contains 84917 members 
Mstep: Class 9 contains 38083 members 
Mstep: Class 10 contains 43925 members 
Mstep: Class 11 contains 43884 members 
Mstep: Class 12 contains 30040 members 
Mstep: Class 14 contains 26275 members 
Mstep: Class 15 contains 22695 members 
Mstep: Class 16 contains 17390 members 
Mstep: Class 17 contains 31836 members 
Mstep: Class 18 contains 28209 members 
Mstep: Class 19 contains 22827 members 
Mstep: Class 20 contains 34325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53027516.000000 Penalty: 41359.667969
Iteration 1F: 20 clusters Score -5.302752e+07 nChanged 228970
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 46599 members 
Mstep: Class 3 contains 10540 members 
Mstep: Class 4 contains 24655 members 
Mstep: Class 5 contains 37999 members 
Mstep: Class 6 contains 67459 members 
Mstep: Class 7 contains 31175 members 
Mstep: Class 8 contains 97966 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 47503 members 
Mstep: Class 11 contains 55375 members 
Mstep: Class 12 contains 21190 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 15147 members 
Mstep: Class 16 contains 10912 members 
Mstep: Class 17 contains 29180 members 
Mstep: Class 18 contains 21134 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 36458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53426256.000000 Penalty: 41359.667969
Iteration 2F: 20 clusters Score -5.342626e+07 nChanged 169292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 39733 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 27046 members 
Mstep: Class 5 contains 37539 members 
Mstep: Class 6 contains 92382 members 
Mstep: Class 7 contains 33490 members 
Mstep: Class 8 contains 99032 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 39639 members 
Mstep: Class 11 contains 66286 members 
Mstep: Class 12 contains 17074 members 
Mstep: Class 14 contains 15796 members 
Mstep: Class 15 contains 16457 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 17257 members 
Mstep: Class 19 contains 10140 members 
Mstep: Class 20 contains 37620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53658580.000000 Penalty: 41359.667969
Iteration 3F: 20 clusters Score -5.365858e+07 nChanged 132823
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 35059 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 31377 members 
Mstep: Class 5 contains 32762 members 
Mstep: Class 6 contains 116352 members 
Mstep: Class 7 contains 38461 members 
Mstep: Class 8 contains 97826 members 
Mstep: Class 9 contains 39546 members 
Mstep: Class 10 contains 29906 members 
Mstep: Class 11 contains 76353 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 14 contains 14861 members 
Mstep: Class 15 contains 19018 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 20612 members 
Mstep: Class 18 contains 14317 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 35042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53816712.000000 Penalty: 41359.667969
Iteration 4F: 20 clusters Score -5.381671e+07 nChanged 108430
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 30620 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 33664 members 
Mstep: Class 5 contains 24757 members 
Mstep: Class 6 contains 138787 members 
Mstep: Class 7 contains 44422 members 
Mstep: Class 8 contains 95331 members 
Mstep: Class 9 contains 33590 members 
Mstep: Class 10 contains 22044 members 
Mstep: Class 11 contains 88337 members 
Mstep: Class 12 contains 15019 members 
Mstep: Class 14 contains 14637 members 
Mstep: Class 15 contains 19899 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 18020 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 30299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931732.000000 Penalty: 41359.667969
Iteration 5F: 20 clusters Score -5.393173e+07 nChanged 88324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 34010 members 
Mstep: Class 5 contains 16418 members 
Mstep: Class 6 contains 157045 members 
Mstep: Class 7 contains 50464 members 
Mstep: Class 8 contains 90148 members 
Mstep: Class 9 contains 28177 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 100469 members 
Mstep: Class 12 contains 14823 members 
Mstep: Class 14 contains 14715 members 
Mstep: Class 15 contains 19151 members 
Mstep: Class 16 contains 7797 members 
Mstep: Class 17 contains 18522 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 25282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016316.000000 Penalty: 41359.667969
Iteration 6F: 20 clusters Score -5.401632e+07 nChanged 71302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 24279 members 
Mstep: Class 3 contains 5957 members 
Mstep: Class 4 contains 33628 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 6 contains 169999 members 
Mstep: Class 7 contains 56212 members 
Mstep: Class 8 contains 83122 members 
Mstep: Class 9 contains 24166 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 110149 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 14 contains 14889 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 8895 members 
Mstep: Class 17 contains 20928 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 20773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54081604.000000 Penalty: 41359.667969
Iteration 7F: 20 clusters Score -5.40816e+07 nChanged 57174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 23133 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 33102 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 177438 members 
Mstep: Class 7 contains 61216 members 
Mstep: Class 8 contains 75269 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 118154 members 
Mstep: Class 12 contains 13372 members 
Mstep: Class 14 contains 15218 members 
Mstep: Class 15 contains 16204 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 23958 members 
Mstep: Class 18 contains 10208 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 17031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54130808.000000 Penalty: 41359.667969
Iteration 8F: 20 clusters Score -5.413081e+07 nChanged 46498
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 22732 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 32453 members 
Mstep: Class 5 contains 5218 members 
Mstep: Class 6 contains 180169 members 
Mstep: Class 7 contains 64993 members 
Mstep: Class 8 contains 67795 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 125732 members 
Mstep: Class 12 contains 12109 members 
Mstep: Class 14 contains 16391 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 11675 members 
Mstep: Class 17 contains 26771 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 14162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54169488.000000 Penalty: 41359.667969
Iteration 9F: 20 clusters Score -5.416949e+07 nChanged 38741
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 22543 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 31770 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 178419 members 
Mstep: Class 7 contains 67683 members 
Mstep: Class 8 contains 61784 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 133507 members 
Mstep: Class 12 contains 10728 members 
Mstep: Class 14 contains 18196 members 
Mstep: Class 15 contains 13837 members 
Mstep: Class 16 contains 13049 members 
Mstep: Class 17 contains 29213 members 
Mstep: Class 18 contains 10015 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54199412.000000 Penalty: 41359.667969
Iteration 10F: 20 clusters Score -5.419941e+07 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 22361 members 
Mstep: Class 3 contains 8174 members 
Mstep: Class 4 contains 31032 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 172919 members 
Mstep: Class 7 contains 69742 members 
Mstep: Class 8 contains 57697 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 141687 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 14 contains 19893 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 14348 members 
Mstep: Class 17 contains 31194 members 
Mstep: Class 18 contains 10105 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54222048.000000 Penalty: 41359.667969
Iteration 11F: 20 clusters Score -5.422205e+07 nChanged 29555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 22229 members 
Mstep: Class 3 contains 9205 members 
Mstep: Class 4 contains 30232 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 164982 members 
Mstep: Class 7 contains 71516 members 
Mstep: Class 8 contains 54328 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 150546 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 14 contains 21365 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 15518 members 
Mstep: Class 17 contains 32732 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 9298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54240036.000000 Penalty: 41359.667969
Iteration 12Q: 20 clusters Score -5.424004e+07 nChanged 27336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 22092 members 
Mstep: Class 3 contains 10184 members 
Mstep: Class 4 contains 29334 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 6 contains 155449 members 
Mstep: Class 7 contains 73149 members 
Mstep: Class 8 contains 51202 members 
Mstep: Class 9 contains 17350 members 
Mstep: Class 10 contains 6201 members 
Mstep: Class 11 contains 160467 members 
Mstep: Class 12 contains 8546 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 11923 members 
Mstep: Class 16 contains 16607 members 
Mstep: Class 17 contains 33833 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 8576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54257504.000000 Penalty: 41359.667969
Iteration 13Q: 20 clusters Score -5.42575e+07 nChanged 25910
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 21976 members 
Mstep: Class 3 contains 11148 members 
Mstep: Class 4 contains 28365 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 144968 members 
Mstep: Class 7 contains 74438 members 
Mstep: Class 8 contains 48274 members 
Mstep: Class 9 contains 16734 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 171483 members 
Mstep: Class 12 contains 8235 members 
Mstep: Class 14 contains 23949 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 17607 members 
Mstep: Class 17 contains 34553 members 
Mstep: Class 18 contains 11351 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54275708.000000 Penalty: 41359.667969
Iteration 14Q: 20 clusters Score -5.427571e+07 nChanged 24805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 21803 members 
Mstep: Class 3 contains 11954 members 
Mstep: Class 4 contains 27411 members 
Mstep: Class 5 contains 4456 members 
Mstep: Class 6 contains 134238 members 
Mstep: Class 7 contains 75392 members 
Mstep: Class 8 contains 45569 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 5865 members 
Mstep: Class 11 contains 183241 members 
Mstep: Class 12 contains 8032 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 11531 members 
Mstep: Class 16 contains 18478 members 
Mstep: Class 17 contains 34893 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 7851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54297368.000000 Penalty: 41359.667969
Iteration 15Q: 20 clusters Score -5.429737e+07 nChanged 22698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 21605 members 
Mstep: Class 3 contains 12466 members 
Mstep: Class 4 contains 26533 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 125551 members 
Mstep: Class 7 contains 75998 members 
Mstep: Class 8 contains 42865 members 
Mstep: Class 9 contains 15215 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 193991 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 14 contains 25978 members 
Mstep: Class 15 contains 11489 members 
Mstep: Class 16 contains 19213 members 
Mstep: Class 17 contains 34649 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54321652.000000 Penalty: 41359.667969
Iteration 16Q: 20 clusters Score -5.432165e+07 nChanged 18994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 21366 members 
Mstep: Class 3 contains 12776 members 
Mstep: Class 4 contains 25768 members 
Mstep: Class 5 contains 4464 members 
Mstep: Class 6 contains 121599 members 
Mstep: Class 7 contains 76259 members 
Mstep: Class 8 contains 40092 members 
Mstep: Class 9 contains 14486 members 
Mstep: Class 10 contains 5708 members 
Mstep: Class 11 contains 201422 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 11454 members 
Mstep: Class 16 contains 19739 members 
Mstep: Class 17 contains 33669 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 19 contains 5268 members 
Mstep: Class 20 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54336944.000000 Penalty: 41359.667969
Iteration 17Q: 20 clusters Score -5.433694e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 21163 members 
Mstep: Class 3 contains 13020 members 
Mstep: Class 4 contains 25125 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 121726 members 
Mstep: Class 7 contains 76420 members 
Mstep: Class 8 contains 37531 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 205024 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 14 contains 27456 members 
Mstep: Class 15 contains 11412 members 
Mstep: Class 16 contains 20176 members 
Mstep: Class 17 contains 32239 members 
Mstep: Class 18 contains 13286 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 7971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54342996.000000 Penalty: 41359.667969
Iteration 18Q: 20 clusters Score -5.4343e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 20993 members 
Mstep: Class 3 contains 13225 members 
Mstep: Class 4 contains 24585 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 123155 members 
Mstep: Class 7 contains 76584 members 
Mstep: Class 8 contains 35393 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 206828 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 14 contains 28040 members 
Mstep: Class 15 contains 11389 members 
Mstep: Class 16 contains 20603 members 
Mstep: Class 17 contains 30808 members 
Mstep: Class 18 contains 13529 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54346968.000000 Penalty: 41359.667969
Iteration 19Q: 20 clusters Score -5.434697e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 24144 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 124970 members 
Mstep: Class 7 contains 76593 members 
Mstep: Class 8 contains 33687 members 
Mstep: Class 9 contains 12943 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 207924 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 14 contains 28506 members 
Mstep: Class 15 contains 11322 members 
Mstep: Class 16 contains 20988 members 
Mstep: Class 17 contains 29404 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 8473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54349364.000000 Penalty: 41359.667969
Iteration 20F: 20 clusters Score -5.434936e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 20582 members 
Mstep: Class 3 contains 13516 members 
Mstep: Class 4 contains 23761 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 126815 members 
Mstep: Class 7 contains 76530 members 
Mstep: Class 8 contains 32261 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 208738 members 
Mstep: Class 12 contains 7641 members 
Mstep: Class 14 contains 28903 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 21321 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 18 contains 13985 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54351532.000000 Penalty: 41359.667969
Iteration 21Q: 20 clusters Score -5.435153e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 20406 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 23423 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 128573 members 
Mstep: Class 7 contains 76410 members 
Mstep: Class 8 contains 31070 members 
Mstep: Class 9 contains 12190 members 
Mstep: Class 10 contains 5455 members 
Mstep: Class 11 contains 209379 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 14 contains 29206 members 
Mstep: Class 15 contains 11195 members 
Mstep: Class 16 contains 21601 members 
Mstep: Class 17 contains 26894 members 
Mstep: Class 18 contains 14235 members 
Mstep: Class 19 contains 5443 members 
Mstep: Class 20 contains 9003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54353408.000000 Penalty: 41359.667969
Iteration 22Q: 20 clusters Score -5.435341e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 20217 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 4 contains 23121 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 130323 members 
Mstep: Class 7 contains 76230 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 11931 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 209953 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 14 contains 29462 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 21869 members 
Mstep: Class 17 contains 25744 members 
Mstep: Class 18 contains 14430 members 
Mstep: Class 19 contains 5428 members 
Mstep: Class 20 contains 9209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54355196.000000 Penalty: 41359.667969
Iteration 23Q: 20 clusters Score -5.43552e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 20042 members 
Mstep: Class 3 contains 13781 members 
Mstep: Class 4 contains 22869 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 131917 members 
Mstep: Class 7 contains 75969 members 
Mstep: Class 8 contains 29006 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 210451 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 22089 members 
Mstep: Class 17 contains 24715 members 
Mstep: Class 18 contains 14576 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54356632.000000 Penalty: 41359.667969
Iteration 24Q: 20 clusters Score -5.435663e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 19862 members 
Mstep: Class 3 contains 13808 members 
Mstep: Class 4 contains 22725 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 6 contains 133449 members 
Mstep: Class 7 contains 75689 members 
Mstep: Class 8 contains 28133 members 
Mstep: Class 9 contains 11602 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 210910 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 14 contains 29913 members 
Mstep: Class 15 contains 11116 members 
Mstep: Class 16 contains 22323 members 
Mstep: Class 17 contains 23738 members 
Mstep: Class 18 contains 14670 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54358180.000000 Penalty: 41359.667969
Iteration 25Q: 20 clusters Score -5.435818e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 19698 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 22613 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 134797 members 
Mstep: Class 7 contains 75404 members 
Mstep: Class 8 contains 27400 members 
Mstep: Class 9 contains 11479 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 211351 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 14 contains 30080 members 
Mstep: Class 15 contains 11097 members 
Mstep: Class 16 contains 22529 members 
Mstep: Class 17 contains 22782 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 9897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54359736.000000 Penalty: 41359.667969
Iteration 26Q: 20 clusters Score -5.435974e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 22525 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 136054 members 
Mstep: Class 7 contains 75109 members 
Mstep: Class 8 contains 26767 members 
Mstep: Class 9 contains 11392 members 
Mstep: Class 10 contains 4949 members 
Mstep: Class 11 contains 211712 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 14 contains 30220 members 
Mstep: Class 15 contains 11077 members 
Mstep: Class 16 contains 22733 members 
Mstep: Class 17 contains 21874 members 
Mstep: Class 18 contains 14764 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 10177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54361000.000000 Penalty: 41359.667969
Iteration 27Q: 20 clusters Score -5.4361e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 19409 members 
Mstep: Class 3 contains 13905 members 
Mstep: Class 4 contains 22434 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 137310 members 
Mstep: Class 7 contains 74850 members 
Mstep: Class 8 contains 26177 members 
Mstep: Class 9 contains 11303 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 211997 members 
Mstep: Class 12 contains 7758 members 
Mstep: Class 14 contains 30314 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 16 contains 22899 members 
Mstep: Class 17 contains 21016 members 
Mstep: Class 18 contains 14794 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54361816.000000 Penalty: 41359.667969
Iteration 28Q: 20 clusters Score -5.436182e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19299 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 22324 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 138577 members 
Mstep: Class 7 contains 74657 members 
Mstep: Class 8 contains 25643 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 212207 members 
Mstep: Class 12 contains 7739 members 
Mstep: Class 14 contains 30381 members 
Mstep: Class 15 contains 11036 members 
Mstep: Class 16 contains 23067 members 
Mstep: Class 17 contains 20169 members 
Mstep: Class 18 contains 14799 members 
Mstep: Class 19 contains 5346 members 
Mstep: Class 20 contains 10653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54362560.000000 Penalty: 41359.667969
Iteration 29Q: 20 clusters Score -5.436256e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 19210 members 
Mstep: Class 3 contains 13875 members 
Mstep: Class 4 contains 22218 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 139823 members 
Mstep: Class 7 contains 74489 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 212361 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 11032 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 19384 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54362828.000000 Penalty: 41359.667969
Iteration 30Q: 20 clusters Score -5.436283e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 19133 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 22122 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 141021 members 
Mstep: Class 7 contains 74323 members 
Mstep: Class 8 contains 24645 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 212485 members 
Mstep: Class 12 contains 7711 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 11028 members 
Mstep: Class 16 contains 23321 members 
Mstep: Class 17 contains 18636 members 
Mstep: Class 18 contains 14798 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 10973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54363300.000000 Penalty: 41359.667969
Iteration 31Q: 20 clusters Score -5.43633e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 19081 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 22016 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 142165 members 
Mstep: Class 7 contains 74194 members 
Mstep: Class 8 contains 24222 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 212596 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 14 contains 30540 members 
Mstep: Class 15 contains 11041 members 
Mstep: Class 16 contains 23444 members 
Mstep: Class 17 contains 17919 members 
Mstep: Class 18 contains 14779 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 11087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54363560.000000 Penalty: 41359.667969
Iteration 32Q: 20 clusters Score -5.436356e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 19021 members 
Mstep: Class 3 contains 13725 members 
Mstep: Class 4 contains 21910 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 143253 members 
Mstep: Class 7 contains 74082 members 
Mstep: Class 8 contains 23840 members 
Mstep: Class 9 contains 11158 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 212694 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 14 contains 30568 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 17220 members 
Mstep: Class 18 contains 14768 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 11181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54364216.000000 Penalty: 41359.667969
Iteration 33Q: 20 clusters Score -5.436422e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 13694 members 
Mstep: Class 4 contains 21805 members 
Mstep: Class 5 contains 4567 members 
Mstep: Class 6 contains 144256 members 
Mstep: Class 7 contains 73979 members 
Mstep: Class 8 contains 23454 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 212774 members 
Mstep: Class 12 contains 7701 members 
Mstep: Class 14 contains 30617 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 23629 members 
Mstep: Class 17 contains 16608 members 
Mstep: Class 18 contains 14761 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54364624.000000 Penalty: 41359.667969
Iteration 34Q: 20 clusters Score -5.436462e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 18878 members 
Mstep: Class 3 contains 13665 members 
Mstep: Class 4 contains 21711 members 
Mstep: Class 5 contains 4583 members 
Mstep: Class 6 contains 145215 members 
Mstep: Class 7 contains 73885 members 
Mstep: Class 8 contains 23113 members 
Mstep: Class 9 contains 11146 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 212866 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 14 contains 30647 members 
Mstep: Class 15 contains 11030 members 
Mstep: Class 16 contains 23712 members 
Mstep: Class 17 contains 15990 members 
Mstep: Class 18 contains 14744 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 11334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54364812.000000 Penalty: 41359.667969
Iteration 35Q: 20 clusters Score -5.436481e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 18830 members 
Mstep: Class 3 contains 13635 members 
Mstep: Class 4 contains 21630 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 146134 members 
Mstep: Class 7 contains 73798 members 
Mstep: Class 8 contains 22854 members 
Mstep: Class 9 contains 11124 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 212966 members 
Mstep: Class 12 contains 7697 members 
Mstep: Class 14 contains 30675 members 
Mstep: Class 15 contains 11023 members 
Mstep: Class 16 contains 23785 members 
Mstep: Class 17 contains 15372 members 
Mstep: Class 18 contains 14720 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 11388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54364960.000000 Penalty: 41359.667969
Iteration 36Q: 20 clusters Score -5.436496e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 18783 members 
Mstep: Class 3 contains 13603 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 146988 members 
Mstep: Class 7 contains 73724 members 
Mstep: Class 8 contains 22622 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 213040 members 
Mstep: Class 12 contains 7692 members 
Mstep: Class 14 contains 30713 members 
Mstep: Class 15 contains 11022 members 
Mstep: Class 16 contains 23843 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 14698 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54365216.000000 Penalty: 41359.667969
Iteration 37Q: 20 clusters Score -5.436522e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 18741 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 21482 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 147817 members 
Mstep: Class 7 contains 73679 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 213107 members 
Mstep: Class 12 contains 7698 members 
Mstep: Class 14 contains 30731 members 
Mstep: Class 15 contains 11032 members 
Mstep: Class 16 contains 23885 members 
Mstep: Class 17 contains 14232 members 
Mstep: Class 18 contains 14661 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 11478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54365632.000000 Penalty: 41359.667969
Iteration 38Q: 20 clusters Score -5.436563e+07 nChanged 1793
Entering ConstructFrom: 
Score: -54365632.000000 Penalty: 41359.667969
Entering ConstructFrom: 
Trying to split cluster 1 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -535570.187500 Penalty: 1438.604492
	Iteration 0F: 2 clusters Score -535570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -530433.062500 Penalty: 2877.208984
	Iteration 0F: 3 clusters Score -530433.1 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -532724.125000 Penalty: 2877.208984
	Iteration 1F: 3 clusters Score -532724.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -533770.562500 Penalty: 2877.208984
	Iteration 2F: 3 clusters Score -533770.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -534947.562500 Penalty: 2877.208984
	Iteration 3F: 3 clusters Score -534947.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -535832.687500 Penalty: 2877.208984
	Iteration 4F: 3 clusters Score -535832.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -536370.250000 Penalty: 2877.208984
	Iteration 5F: 3 clusters Score -536370.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -536722.500000 Penalty: 2877.208984
	Iteration 6Q: 3 clusters Score -536722.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -536933.937500 Penalty: 2877.208984
	Iteration 7Q: 3 clusters Score -536933.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -537078.062500 Penalty: 2877.208984
	Iteration 8Q: 3 clusters Score -537078.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -537240.750000 Penalty: 2877.208984
	Iteration 9Q: 3 clusters Score -537240.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537351.937500 Penalty: 2877.208984
	Iteration 10Q: 3 clusters Score -537351.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -537433.562500 Penalty: 2877.208984
	Iteration 11Q: 3 clusters Score -537433.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -537503.687500 Penalty: 2877.208984
	Iteration 12Q: 3 clusters Score -537503.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -537573.125000 Penalty: 2877.208984
	Iteration 13Q: 3 clusters Score -537573.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -537621.125000 Penalty: 2877.208984
	Iteration 14Q: 3 clusters Score -537621.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -537668.062500 Penalty: 2877.208984
	Iteration 15Q: 3 clusters Score -537668.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -537718.062500 Penalty: 2877.208984
	Iteration 16Q: 3 clusters Score -537718.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -537769.812500 Penalty: 2877.208984
	Iteration 17Q: 3 clusters Score -537769.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -537817.125000 Penalty: 2877.208984
	Iteration 18Q: 3 clusters Score -537817.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -537844.750000 Penalty: 2877.208984
	Iteration 19Q: 3 clusters Score -537844.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -537886.500000 Penalty: 2877.208984
	Iteration 20F: 3 clusters Score -537886.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -537921.500000 Penalty: 2877.208984
	Iteration 21Q: 3 clusters Score -537921.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -537942.625000 Penalty: 2877.208984
	Iteration 22Q: 3 clusters Score -537942.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -537963.437500 Penalty: 2877.208984
	Iteration 23Q: 3 clusters Score -537963.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -537983.375000 Penalty: 2877.208984
	Iteration 24Q: 3 clusters Score -537983.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -538003.687500 Penalty: 2877.208984
	Iteration 25Q: 3 clusters Score -538003.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -538018.187500 Penalty: 2877.208984
	Iteration 26Q: 3 clusters Score -538018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -538028.437500 Penalty: 2877.208984
	Iteration 27Q: 3 clusters Score -538028.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -538036.375000 Penalty: 2877.208984
	Iteration 28Q: 3 clusters Score -538036.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -538047.562500 Penalty: 2877.208984
	Iteration 29Q: 3 clusters Score -538047.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -538059.187500 Penalty: 2877.208984
	Iteration 30Q: 3 clusters Score -538059.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -538071.750000 Penalty: 2877.208984
	Iteration 31Q: 3 clusters Score -538071.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -538081.187500 Penalty: 2877.208984
	Iteration 32Q: 3 clusters Score -538081.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -538090.187500 Penalty: 2877.208984
	Iteration 33Q: 3 clusters Score -538090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -538095.312500 Penalty: 2877.208984
	Iteration 34Q: 3 clusters Score -538095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -538097.000000 Penalty: 2877.208984
	Iteration 35Q: 3 clusters Score -538097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -538097.000000 Penalty: 2877.208984
	Iteration 36Q: 3 clusters Score -538097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -538099.875000 Penalty: 2877.208984
	Iteration 37Q: 3 clusters Score -538099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -538101.437500 Penalty: 2877.208984
	Iteration 38Q: 3 clusters Score -538101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -538103.500000 Penalty: 2877.208984
	Iteration 39Q: 3 clusters Score -538103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -538104.500000 Penalty: 2877.208984
	Iteration 40F: 3 clusters Score -538104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -538105.312500 Penalty: 2877.208984
	Iteration 41Q: 3 clusters Score -538105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -538107.062500 Penalty: 2877.208984
	Iteration 42Q: 3 clusters Score -538107.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -538109.000000 Penalty: 2877.208984
	Iteration 43Q: 3 clusters Score -538109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -538110.750000 Penalty: 2877.208984
	Iteration 44Q: 3 clusters Score -538110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -538111.687500 Penalty: 2877.208984
	Iteration 45Q: 3 clusters Score -538111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -538112.500000 Penalty: 2877.208984
	Iteration 46Q: 3 clusters Score -538112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -538112.500000 Penalty: 2877.208984
	Iteration 47Q: 3 clusters Score -538112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -538114.562500 Penalty: 2877.208984
	Iteration 48Q: 3 clusters Score -538114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -538115.562500 Penalty: 2877.208984
	Iteration 49Q: 3 clusters Score -538115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -538117.187500 Penalty: 2877.208984
	Iteration 50Q: 3 clusters Score -538117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -538116.875000 Penalty: 2877.208984
	Iteration 51Q: 3 clusters Score -538116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -538117.875000 Penalty: 2877.208984
	Iteration 52Q: 3 clusters Score -538117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -538119.125000 Penalty: 2877.208984
	Iteration 53Q: 3 clusters Score -538119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -538118.687500 Penalty: 2877.208984
	Iteration 54Q: 3 clusters Score -538118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -538121.500000 Penalty: 2877.208984
	Iteration 55Q: 3 clusters Score -538121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -538121.437500 Penalty: 2877.208984
	Iteration 56Q: 3 clusters Score -538121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -538122.625000 Penalty: 2877.208984
	Iteration 57Q: 3 clusters Score -538122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -538122.937500 Penalty: 2877.208984
	Iteration 58Q: 3 clusters Score -538122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -538124.250000 Penalty: 2877.208984
	Iteration 59Q: 3 clusters Score -538124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -538124.437500 Penalty: 2877.208984
	Iteration 60F: 3 clusters Score -538124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18685 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 73651 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Entering Unmasked Estep 
Score: -54367308.000000 Penalty: 43536.496094
Splitting cluster 1 changes total score from -54365632.000000 to -54367308.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (18685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Entering Unmasked Estep 
Score: -1535798.250000 Penalty: 1598.264893
	Iteration 0F: 2 clusters Score -1535798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1523076.000000 Penalty: 3196.529785
	Iteration 0F: 3 clusters Score -1523076 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1528839.750000 Penalty: 3196.529785
	Iteration 1F: 3 clusters Score -1528840 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1531981.125000 Penalty: 3196.529785
	Iteration 2F: 3 clusters Score -1531981 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1536300.750000 Penalty: 3196.529785
	Iteration 3F: 3 clusters Score -1536301 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1539013.750000 Penalty: 3196.529785
	Iteration 4F: 3 clusters Score -1539014 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1540264.750000 Penalty: 3196.529785
	Iteration 5F: 3 clusters Score -1540265 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1540822.250000 Penalty: 3196.529785
	Iteration 6Q: 3 clusters Score -1540822 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1541048.000000 Penalty: 3196.529785
	Iteration 7Q: 3 clusters Score -1541048 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1541159.750000 Penalty: 3196.529785
	Iteration 8Q: 3 clusters Score -1541160 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1541219.625000 Penalty: 3196.529785
	Iteration 9Q: 3 clusters Score -1541220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1541248.625000 Penalty: 3196.529785
	Iteration 10Q: 3 clusters Score -1541249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1541257.125000 Penalty: 3196.529785
	Iteration 11Q: 3 clusters Score -1541257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1541265.125000 Penalty: 3196.529785
	Iteration 12Q: 3 clusters Score -1541265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1541278.000000 Penalty: 3196.529785
	Iteration 13Q: 3 clusters Score -1541278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1541284.750000 Penalty: 3196.529785
	Iteration 14Q: 3 clusters Score -1541285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1541281.500000 Penalty: 3196.529785
	Iteration 15Q: 3 clusters Score -1541282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1541284.375000 Penalty: 3196.529785
	Iteration 16Q: 3 clusters Score -1541284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1541286.125000 Penalty: 3196.529785
	Iteration 17Q: 3 clusters Score -1541286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1541286.125000 Penalty: 3196.529785
	Iteration 18Q: 3 clusters Score -1541286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1541288.000000 Penalty: 3196.529785
	Iteration 19Q: 3 clusters Score -1541288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1541291.250000 Penalty: 3196.529785
	Iteration 20F: 3 clusters Score -1541291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1541286.125000 Penalty: 3196.529785
	Iteration 21Q: 3 clusters Score -1541286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1541287.125000 Penalty: 3196.529785
	Iteration 22Q: 3 clusters Score -1541287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1541286.250000 Penalty: 3196.529785
	Iteration 23Q: 3 clusters Score -1541286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1541284.625000 Penalty: 3196.529785
	Iteration 24Q: 3 clusters Score -1541285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1541284.625000 Penalty: 3196.529785
	Iteration 25F: 3 clusters Score -1541285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 73651 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Entering Unmasked Estep 
Score: -54372212.000000 Penalty: 45713.320312
Splitting cluster 2 changes total score from -54365632.000000 to -54372212.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -1074226.250000 Penalty: 1546.539062
	Iteration 0F: 2 clusters Score -1074226 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 6737 members 
Entering Unmasked Estep 
Score: -1064733.875000 Penalty: 3093.078125
	Iteration 0F: 3 clusters Score -1064734 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1068308.250000 Penalty: 3093.078125
	Iteration 1F: 3 clusters Score -1068308 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1068849.250000 Penalty: 3093.078125
	Iteration 2F: 3 clusters Score -1068849 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1069399.125000 Penalty: 3093.078125
	Iteration 3F: 3 clusters Score -1069399 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1069931.000000 Penalty: 3093.078125
	Iteration 4F: 3 clusters Score -1069931 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1070401.125000 Penalty: 3093.078125
	Iteration 5F: 3 clusters Score -1070401 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1070833.625000 Penalty: 3093.078125
	Iteration 6F: 3 clusters Score -1070834 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1071199.375000 Penalty: 3093.078125
	Iteration 7Q: 3 clusters Score -1071199 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1071480.125000 Penalty: 3093.078125
	Iteration 8Q: 3 clusters Score -1071480 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1071691.125000 Penalty: 3093.078125
	Iteration 9Q: 3 clusters Score -1071691 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1071873.125000 Penalty: 3093.078125
	Iteration 10Q: 3 clusters Score -1071873 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1072004.125000 Penalty: 3093.078125
	Iteration 11Q: 3 clusters Score -1072004 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1072110.500000 Penalty: 3093.078125
	Iteration 12Q: 3 clusters Score -1072110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1072214.625000 Penalty: 3093.078125
	Iteration 13Q: 3 clusters Score -1072215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1072306.125000 Penalty: 3093.078125
	Iteration 14Q: 3 clusters Score -1072306 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1072386.125000 Penalty: 3093.078125
	Iteration 15Q: 3 clusters Score -1072386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1072435.625000 Penalty: 3093.078125
	Iteration 16Q: 3 clusters Score -1072436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1072484.750000 Penalty: 3093.078125
	Iteration 17Q: 3 clusters Score -1072485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1072523.250000 Penalty: 3093.078125
	Iteration 18Q: 3 clusters Score -1072523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1072548.500000 Penalty: 3093.078125
	Iteration 19Q: 3 clusters Score -1072548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1072570.000000 Penalty: 3093.078125
	Iteration 20F: 3 clusters Score -1072570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1072584.750000 Penalty: 3093.078125
	Iteration 21Q: 3 clusters Score -1072585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1072597.000000 Penalty: 3093.078125
	Iteration 22Q: 3 clusters Score -1072597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1072609.375000 Penalty: 3093.078125
	Iteration 23Q: 3 clusters Score -1072609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1072623.375000 Penalty: 3093.078125
	Iteration 24Q: 3 clusters Score -1072623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1072642.750000 Penalty: 3093.078125
	Iteration 25Q: 3 clusters Score -1072643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1072665.875000 Penalty: 3093.078125
	Iteration 26Q: 3 clusters Score -1072666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1072685.125000 Penalty: 3093.078125
	Iteration 27Q: 3 clusters Score -1072685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1072702.500000 Penalty: 3093.078125
	Iteration 28Q: 3 clusters Score -1072702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1072717.750000 Penalty: 3093.078125
	Iteration 29Q: 3 clusters Score -1072718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1072735.750000 Penalty: 3093.078125
	Iteration 30Q: 3 clusters Score -1072736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1072749.250000 Penalty: 3093.078125
	Iteration 31Q: 3 clusters Score -1072749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1072763.500000 Penalty: 3093.078125
	Iteration 32Q: 3 clusters Score -1072764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1072777.375000 Penalty: 3093.078125
	Iteration 33Q: 3 clusters Score -1072777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1072784.375000 Penalty: 3093.078125
	Iteration 34Q: 3 clusters Score -1072784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1072797.500000 Penalty: 3093.078125
	Iteration 35Q: 3 clusters Score -1072798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1072808.250000 Penalty: 3093.078125
	Iteration 36Q: 3 clusters Score -1072808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1072823.875000 Penalty: 3093.078125
	Iteration 37Q: 3 clusters Score -1072824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1072835.500000 Penalty: 3093.078125
	Iteration 38Q: 3 clusters Score -1072836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1072849.000000 Penalty: 3093.078125
	Iteration 39Q: 3 clusters Score -1072849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1072862.250000 Penalty: 3093.078125
	Iteration 40F: 3 clusters Score -1072862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1072876.750000 Penalty: 3093.078125
	Iteration 41Q: 3 clusters Score -1072877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1072894.125000 Penalty: 3093.078125
	Iteration 42Q: 3 clusters Score -1072894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1072907.625000 Penalty: 3093.078125
	Iteration 43Q: 3 clusters Score -1072908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1072921.625000 Penalty: 3093.078125
	Iteration 44Q: 3 clusters Score -1072922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1072929.000000 Penalty: 3093.078125
	Iteration 45Q: 3 clusters Score -1072929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1072933.875000 Penalty: 3093.078125
	Iteration 46Q: 3 clusters Score -1072934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1072938.500000 Penalty: 3093.078125
	Iteration 47Q: 3 clusters Score -1072938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1072941.375000 Penalty: 3093.078125
	Iteration 48Q: 3 clusters Score -1072941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1072944.750000 Penalty: 3093.078125
	Iteration 49Q: 3 clusters Score -1072945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1072945.000000 Penalty: 3093.078125
	Iteration 50Q: 3 clusters Score -1072945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1072951.375000 Penalty: 3093.078125
	Iteration 51Q: 3 clusters Score -1072951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1072953.875000 Penalty: 3093.078125
	Iteration 52Q: 3 clusters Score -1072954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1072959.500000 Penalty: 3093.078125
	Iteration 53Q: 3 clusters Score -1072960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1072965.875000 Penalty: 3093.078125
	Iteration 54Q: 3 clusters Score -1072966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1072969.625000 Penalty: 3093.078125
	Iteration 55Q: 3 clusters Score -1072970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1072974.125000 Penalty: 3093.078125
	Iteration 56Q: 3 clusters Score -1072974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1072975.250000 Penalty: 3093.078125
	Iteration 57Q: 3 clusters Score -1072975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1072976.375000 Penalty: 3093.078125
	Iteration 58Q: 3 clusters Score -1072976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1072977.375000 Penalty: 3093.078125
	Iteration 59Q: 3 clusters Score -1072977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1072977.875000 Penalty: 3093.078125
	Iteration 60F: 3 clusters Score -1072978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1072977.125000 Penalty: 3093.078125
	Iteration 61Q: 3 clusters Score -1072977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1072980.125000 Penalty: 3093.078125
	Iteration 62Q: 3 clusters Score -1072980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1072984.750000 Penalty: 3093.078125
	Iteration 63Q: 3 clusters Score -1072985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1072988.125000 Penalty: 3093.078125
	Iteration 64Q: 3 clusters Score -1072988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1072994.250000 Penalty: 3093.078125
	Iteration 65Q: 3 clusters Score -1072994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1072996.750000 Penalty: 3093.078125
	Iteration 66Q: 3 clusters Score -1072997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1073010.500000 Penalty: 3093.078125
	Iteration 67Q: 3 clusters Score -1073010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1073020.875000 Penalty: 3093.078125
	Iteration 68Q: 3 clusters Score -1073021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1073027.000000 Penalty: 3093.078125
	Iteration 69Q: 3 clusters Score -1073027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1073034.375000 Penalty: 3093.078125
	Iteration 70Q: 3 clusters Score -1073034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1073046.625000 Penalty: 3093.078125
	Iteration 71Q: 3 clusters Score -1073047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1073051.625000 Penalty: 3093.078125
	Iteration 72Q: 3 clusters Score -1073052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1073055.375000 Penalty: 3093.078125
	Iteration 73Q: 3 clusters Score -1073055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1073062.125000 Penalty: 3093.078125
	Iteration 74Q: 3 clusters Score -1073062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1073067.375000 Penalty: 3093.078125
	Iteration 75Q: 3 clusters Score -1073067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1073070.000000 Penalty: 3093.078125
	Iteration 76Q: 3 clusters Score -1073070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1073076.000000 Penalty: 3093.078125
	Iteration 77Q: 3 clusters Score -1073076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1073077.625000 Penalty: 3093.078125
	Iteration 78Q: 3 clusters Score -1073078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1073082.500000 Penalty: 3093.078125
	Iteration 79Q: 3 clusters Score -1073082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1073090.375000 Penalty: 3093.078125
	Iteration 80F: 3 clusters Score -1073090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1073098.625000 Penalty: 3093.078125
	Iteration 81Q: 3 clusters Score -1073099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1073104.625000 Penalty: 3093.078125
	Iteration 82Q: 3 clusters Score -1073105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1073106.875000 Penalty: 3093.078125
	Iteration 83Q: 3 clusters Score -1073107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1073109.875000 Penalty: 3093.078125
	Iteration 84Q: 3 clusters Score -1073110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1073114.125000 Penalty: 3093.078125
	Iteration 85Q: 3 clusters Score -1073114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1073115.125000 Penalty: 3093.078125
	Iteration 86Q: 3 clusters Score -1073115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1073117.375000 Penalty: 3093.078125
	Iteration 87Q: 3 clusters Score -1073117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1073118.125000 Penalty: 3093.078125
	Iteration 88Q: 3 clusters Score -1073118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1073119.250000 Penalty: 3093.078125
	Iteration 89Q: 3 clusters Score -1073119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1073118.875000 Penalty: 3093.078125
	Iteration 90Q: 3 clusters Score -1073119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1073119.125000 Penalty: 3093.078125
	Iteration 91Q: 3 clusters Score -1073119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1073121.000000 Penalty: 3093.078125
	Iteration 92Q: 3 clusters Score -1073121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1073123.250000 Penalty: 3093.078125
	Iteration 93Q: 3 clusters Score -1073123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1073127.750000 Penalty: 3093.078125
	Iteration 94Q: 3 clusters Score -1073128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1073132.250000 Penalty: 3093.078125
	Iteration 95Q: 3 clusters Score -1073132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1073135.375000 Penalty: 3093.078125
	Iteration 96Q: 3 clusters Score -1073135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1073136.625000 Penalty: 3093.078125
	Iteration 97Q: 3 clusters Score -1073137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1073145.500000 Penalty: 3093.078125
	Iteration 98Q: 3 clusters Score -1073146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1073150.625000 Penalty: 3093.078125
	Iteration 99Q: 3 clusters Score -1073151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1073154.875000 Penalty: 3093.078125
	Iteration 100F: 3 clusters Score -1073155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1073161.625000 Penalty: 3093.078125
	Iteration 101Q: 3 clusters Score -1073162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1073165.750000 Penalty: 3093.078125
	Iteration 102Q: 3 clusters Score -1073166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1073170.250000 Penalty: 3093.078125
	Iteration 103Q: 3 clusters Score -1073170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1073175.500000 Penalty: 3093.078125
	Iteration 104Q: 3 clusters Score -1073176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1073189.375000 Penalty: 3093.078125
	Iteration 105Q: 3 clusters Score -1073189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1073202.250000 Penalty: 3093.078125
	Iteration 106Q: 3 clusters Score -1073202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1073218.375000 Penalty: 3093.078125
	Iteration 107Q: 3 clusters Score -1073218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1073228.500000 Penalty: 3093.078125
	Iteration 108Q: 3 clusters Score -1073228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1073239.375000 Penalty: 3093.078125
	Iteration 109Q: 3 clusters Score -1073239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1073248.250000 Penalty: 3093.078125
	Iteration 110Q: 3 clusters Score -1073248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1073255.875000 Penalty: 3093.078125
	Iteration 111Q: 3 clusters Score -1073256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1073262.625000 Penalty: 3093.078125
	Iteration 112Q: 3 clusters Score -1073263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1073267.750000 Penalty: 3093.078125
	Iteration 113Q: 3 clusters Score -1073268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1073272.250000 Penalty: 3093.078125
	Iteration 114Q: 3 clusters Score -1073272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1073275.250000 Penalty: 3093.078125
	Iteration 115Q: 3 clusters Score -1073275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1073276.750000 Penalty: 3093.078125
	Iteration 116Q: 3 clusters Score -1073277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1073276.750000 Penalty: 3093.078125
	Iteration 117F: 3 clusters Score -1073277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Entering Unmasked Estep 
Score: -1776955.875000 Penalty: 1620.584351
	Iteration 0F: 2 clusters Score -1776956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1762403.500000 Penalty: 3241.168701
	Iteration 0F: 3 clusters Score -1762404 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1767981.750000 Penalty: 3241.168701
	Iteration 1F: 3 clusters Score -1767982 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1768782.000000 Penalty: 3241.168701
	Iteration 2F: 3 clusters Score -1768782 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1769877.750000 Penalty: 3241.168701
	Iteration 3F: 3 clusters Score -1769878 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1771205.875000 Penalty: 3241.168701
	Iteration 4F: 3 clusters Score -1771206 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1772532.250000 Penalty: 3241.168701
	Iteration 5F: 3 clusters Score -1772532 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1773701.625000 Penalty: 3241.168701
	Iteration 6F: 3 clusters Score -1773702 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1774643.500000 Penalty: 3241.168701
	Iteration 7F: 3 clusters Score -1774644 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1775386.500000 Penalty: 3241.168701
	Iteration 8F: 3 clusters Score -1775386 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1775918.375000 Penalty: 3241.168701
	Iteration 9Q: 3 clusters Score -1775918 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1776339.125000 Penalty: 3241.168701
	Iteration 10Q: 3 clusters Score -1776339 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1776716.000000 Penalty: 3241.168701
	Iteration 11Q: 3 clusters Score -1776716 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1777066.000000 Penalty: 3241.168701
	Iteration 12Q: 3 clusters Score -1777066 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1777430.250000 Penalty: 3241.168701
	Iteration 13Q: 3 clusters Score -1777430 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1777697.250000 Penalty: 3241.168701
	Iteration 14Q: 3 clusters Score -1777697 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1777924.250000 Penalty: 3241.168701
	Iteration 15Q: 3 clusters Score -1777924 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1778110.375000 Penalty: 3241.168701
	Iteration 16Q: 3 clusters Score -1778110 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1778247.625000 Penalty: 3241.168701
	Iteration 17Q: 3 clusters Score -1778248 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1778366.250000 Penalty: 3241.168701
	Iteration 18Q: 3 clusters Score -1778366 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1778451.250000 Penalty: 3241.168701
	Iteration 19Q: 3 clusters Score -1778451 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1778515.500000 Penalty: 3241.168701
	Iteration 20F: 3 clusters Score -1778516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1778554.875000 Penalty: 3241.168701
	Iteration 21Q: 3 clusters Score -1778555 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1778602.250000 Penalty: 3241.168701
	Iteration 22Q: 3 clusters Score -1778602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1778620.000000 Penalty: 3241.168701
	Iteration 23Q: 3 clusters Score -1778620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1778643.750000 Penalty: 3241.168701
	Iteration 24Q: 3 clusters Score -1778644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1778653.250000 Penalty: 3241.168701
	Iteration 25Q: 3 clusters Score -1778653 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1778674.000000 Penalty: 3241.168701
	Iteration 26Q: 3 clusters Score -1778674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1778687.500000 Penalty: 3241.168701
	Iteration 27Q: 3 clusters Score -1778688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1778695.000000 Penalty: 3241.168701
	Iteration 28Q: 3 clusters Score -1778695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1778706.375000 Penalty: 3241.168701
	Iteration 29Q: 3 clusters Score -1778706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1778705.250000 Penalty: 3241.168701
	Iteration 30Q: 3 clusters Score -1778705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1778702.875000 Penalty: 3241.168701
	Iteration 31Q: 3 clusters Score -1778703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1778707.750000 Penalty: 3241.168701
	Iteration 32Q: 3 clusters Score -1778708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1778711.750000 Penalty: 3241.168701
	Iteration 33Q: 3 clusters Score -1778712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1778707.875000 Penalty: 3241.168701
	Iteration 34Q: 3 clusters Score -1778708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1778707.875000 Penalty: 3241.168701
	Iteration 35Q: 3 clusters Score -1778708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1778710.875000 Penalty: 3241.168701
	Iteration 36Q: 3 clusters Score -1778711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1778710.750000 Penalty: 3241.168701
	Iteration 37Q: 3 clusters Score -1778711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1778712.375000 Penalty: 3241.168701
	Iteration 38Q: 3 clusters Score -1778712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1778715.250000 Penalty: 3241.168701
	Iteration 39Q: 3 clusters Score -1778715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1778712.750000 Penalty: 3241.168701
	Iteration 40F: 3 clusters Score -1778713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1778713.375000 Penalty: 3241.168701
	Iteration 41Q: 3 clusters Score -1778713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1778714.125000 Penalty: 3241.168701
	Iteration 42Q: 3 clusters Score -1778714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1778716.625000 Penalty: 3241.168701
	Iteration 43Q: 3 clusters Score -1778717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1778716.625000 Penalty: 3241.168701
	Iteration 44F: 3 clusters Score -1778717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 73651 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Entering Unmasked Estep 
Score: -54373284.000000 Penalty: 47890.144531
Splitting cluster 4 changes total score from -54365632.000000 to -54373284.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -368683.625000 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -368683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -364974.625000 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -364974.6 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -366043.718750 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -366043.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -366224.875000 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -366224.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -366345.031250 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -366345 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -366425.843750 Penalty: 2737.508301
	Iteration 4Q: 3 clusters Score -366425.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -366487.187500 Penalty: 2737.508301
	Iteration 5Q: 3 clusters Score -366487.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -366542.125000 Penalty: 2737.508301
	Iteration 6Q: 3 clusters Score -366542.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -366593.531250 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -366593.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -366644.312500 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -366644.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -366692.062500 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -366692.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -366731.406250 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -366731.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -366770.593750 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -366770.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -366812.531250 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -366812.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -366853.000000 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -366853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -366893.812500 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -366893.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -366937.250000 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -366937.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -366984.281250 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -366984.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -367034.312500 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -367034.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -367092.437500 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -367092.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -367148.093750 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -367148.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -367216.000000 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -367216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -367276.843750 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -367276.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -367331.687500 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -367331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -367376.250000 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -367376.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -367416.375000 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -367416.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -367447.093750 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -367447.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -367475.531250 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -367475.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -367500.906250 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -367500.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -367527.406250 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -367527.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -367538.875000 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -367538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -367548.906250 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -367548.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -367561.656250 Penalty: 2737.508301
	Iteration 31Q: 3 clusters Score -367561.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -367573.375000 Penalty: 2737.508301
	Iteration 32Q: 3 clusters Score -367573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -367581.312500 Penalty: 2737.508301
	Iteration 33Q: 3 clusters Score -367581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -367587.437500 Penalty: 2737.508301
	Iteration 34Q: 3 clusters Score -367587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -367598.375000 Penalty: 2737.508301
	Iteration 35Q: 3 clusters Score -367598.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -367604.968750 Penalty: 2737.508301
	Iteration 36Q: 3 clusters Score -367605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -367607.437500 Penalty: 2737.508301
	Iteration 37Q: 3 clusters Score -367607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -367610.218750 Penalty: 2737.508301
	Iteration 38Q: 3 clusters Score -367610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -367612.500000 Penalty: 2737.508301
	Iteration 39Q: 3 clusters Score -367612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -367615.468750 Penalty: 2737.508301
	Iteration 40F: 3 clusters Score -367615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -367619.312500 Penalty: 2737.508301
	Iteration 41Q: 3 clusters Score -367619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -367623.687500 Penalty: 2737.508301
	Iteration 42Q: 3 clusters Score -367623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -367626.937500 Penalty: 2737.508301
	Iteration 43Q: 3 clusters Score -367626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -367634.031250 Penalty: 2737.508301
	Iteration 44Q: 3 clusters Score -367634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -367641.375000 Penalty: 2737.508301
	Iteration 45Q: 3 clusters Score -367641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -367651.437500 Penalty: 2737.508301
	Iteration 46Q: 3 clusters Score -367651.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -367660.750000 Penalty: 2737.508301
	Iteration 47Q: 3 clusters Score -367660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -367664.750000 Penalty: 2737.508301
	Iteration 48Q: 3 clusters Score -367664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -367668.187500 Penalty: 2737.508301
	Iteration 49Q: 3 clusters Score -367668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -367669.781250 Penalty: 2737.508301
	Iteration 50Q: 3 clusters Score -367669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -367669.781250 Penalty: 2737.508301
	Iteration 51F: 3 clusters Score -367669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Entering Unmasked Estep 
Score: -12871471.000000 Penalty: 1935.250732
	Iteration 0F: 2 clusters Score -1.287147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -12772182.000000 Penalty: 3870.501465
	Iteration 0F: 3 clusters Score -1.277218e+07 nChanged 71627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -12814422.000000 Penalty: 3870.501465
	Iteration 1F: 3 clusters Score -1.281442e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -12815532.000000 Penalty: 3870.501465
	Iteration 2Q: 3 clusters Score -1.281553e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -12817313.000000 Penalty: 3870.501465
	Iteration 3Q: 3 clusters Score -1.281731e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -12820507.000000 Penalty: 3870.501465
	Iteration 4Q: 3 clusters Score -1.282051e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -12826182.000000 Penalty: 3870.501465
	Iteration 5F: 3 clusters Score -1.282618e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113464 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -12835969.000000 Penalty: 3870.501465
	Iteration 6F: 3 clusters Score -1.283597e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -12849001.000000 Penalty: 3870.501465
	Iteration 7F: 3 clusters Score -1.2849e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138617 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -12860411.000000 Penalty: 3870.501465
	Iteration 8F: 3 clusters Score -1.286041e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144858 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -12866462.000000 Penalty: 3870.501465
	Iteration 9Q: 3 clusters Score -1.286646e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12868679.000000 Penalty: 3870.501465
	Iteration 10Q: 3 clusters Score -1.286868e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148076 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12869368.000000 Penalty: 3870.501465
	Iteration 11Q: 3 clusters Score -1.286937e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12869545.000000 Penalty: 3870.501465
	Iteration 12Q: 3 clusters Score -1.286954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12869643.000000 Penalty: 3870.501465
	Iteration 13Q: 3 clusters Score -1.286964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12869686.000000 Penalty: 3870.501465
	Iteration 14Q: 3 clusters Score -1.286969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12869713.000000 Penalty: 3870.501465
	Iteration 15Q: 3 clusters Score -1.286971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12869733.000000 Penalty: 3870.501465
	Iteration 16Q: 3 clusters Score -1.286973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12869738.000000 Penalty: 3870.501465
	Iteration 17Q: 3 clusters Score -1.286974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148440 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12869737.000000 Penalty: 3870.501465
	Iteration 18Q: 3 clusters Score -1.286974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12869748.000000 Penalty: 3870.501465
	Iteration 19Q: 3 clusters Score -1.286975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12869749.000000 Penalty: 3870.501465
	Iteration 20F: 3 clusters Score -1.286975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12869752.000000 Penalty: 3870.501465
	Iteration 21Q: 3 clusters Score -1.286975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12869759.000000 Penalty: 3870.501465
	Iteration 22Q: 3 clusters Score -1.286976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148442 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12869759.000000 Penalty: 3870.501465
	Iteration 23F: 3 clusters Score -1.286976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Entering Unmasked Estep 
Score: -6271308.500000 Penalty: 1821.152710
	Iteration 0F: 2 clusters Score -6271308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -6221860.500000 Penalty: 3642.305420
	Iteration 0F: 3 clusters Score -6221860 nChanged 34917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6242579.500000 Penalty: 3642.305420
	Iteration 1F: 3 clusters Score -6242580 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6243839.000000 Penalty: 3642.305420
	Iteration 2Q: 3 clusters Score -6243839 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6245960.000000 Penalty: 3642.305420
	Iteration 3Q: 3 clusters Score -6245960 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -6248632.500000 Penalty: 3642.305420
	Iteration 4F: 3 clusters Score -6248632 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -6251855.000000 Penalty: 3642.305420
	Iteration 5F: 3 clusters Score -6251855 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6254931.000000 Penalty: 3642.305420
	Iteration 6F: 3 clusters Score -6254931 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6257608.000000 Penalty: 3642.305420
	Iteration 7F: 3 clusters Score -6257608 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6259720.000000 Penalty: 3642.305420
	Iteration 8F: 3 clusters Score -6259720 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -6261333.000000 Penalty: 3642.305420
	Iteration 9Q: 3 clusters Score -6261333 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -6262542.500000 Penalty: 3642.305420
	Iteration 10Q: 3 clusters Score -6262542 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -6263394.500000 Penalty: 3642.305420
	Iteration 11Q: 3 clusters Score -6263394 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6263926.000000 Penalty: 3642.305420
	Iteration 12Q: 3 clusters Score -6263926 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -6264279.500000 Penalty: 3642.305420
	Iteration 13Q: 3 clusters Score -6264280 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -6264505.000000 Penalty: 3642.305420
	Iteration 14Q: 3 clusters Score -6264505 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6264638.000000 Penalty: 3642.305420
	Iteration 15Q: 3 clusters Score -6264638 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -6264759.500000 Penalty: 3642.305420
	Iteration 16Q: 3 clusters Score -6264760 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6264899.000000 Penalty: 3642.305420
	Iteration 17Q: 3 clusters Score -6264899 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -6264997.500000 Penalty: 3642.305420
	Iteration 18Q: 3 clusters Score -6264998 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -6265066.500000 Penalty: 3642.305420
	Iteration 19Q: 3 clusters Score -6265066 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -6265164.500000 Penalty: 3642.305420
	Iteration 20F: 3 clusters Score -6265164 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -6265244.000000 Penalty: 3642.305420
	Iteration 21Q: 3 clusters Score -6265244 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -6265306.000000 Penalty: 3642.305420
	Iteration 22Q: 3 clusters Score -6265306 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6265398.500000 Penalty: 3642.305420
	Iteration 23Q: 3 clusters Score -6265398 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6265496.500000 Penalty: 3642.305420
	Iteration 24Q: 3 clusters Score -6265496 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6265596.500000 Penalty: 3642.305420
	Iteration 25Q: 3 clusters Score -6265596 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6265685.000000 Penalty: 3642.305420
	Iteration 26Q: 3 clusters Score -6265685 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6265804.000000 Penalty: 3642.305420
	Iteration 27Q: 3 clusters Score -6265804 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -6265903.000000 Penalty: 3642.305420
	Iteration 28Q: 3 clusters Score -6265903 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -6266054.000000 Penalty: 3642.305420
	Iteration 29Q: 3 clusters Score -6266054 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -6266209.500000 Penalty: 3642.305420
	Iteration 30Q: 3 clusters Score -6266210 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -6266378.500000 Penalty: 3642.305420
	Iteration 31Q: 3 clusters Score -6266378 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -6266563.500000 Penalty: 3642.305420
	Iteration 32Q: 3 clusters Score -6266564 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -6266740.500000 Penalty: 3642.305420
	Iteration 33Q: 3 clusters Score -6266740 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -6266971.000000 Penalty: 3642.305420
	Iteration 34Q: 3 clusters Score -6266971 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6267242.500000 Penalty: 3642.305420
	Iteration 35Q: 3 clusters Score -6267242 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6267461.000000 Penalty: 3642.305420
	Iteration 36Q: 3 clusters Score -6267461 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6267772.000000 Penalty: 3642.305420
	Iteration 37Q: 3 clusters Score -6267772 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6268119.000000 Penalty: 3642.305420
	Iteration 38Q: 3 clusters Score -6268119 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -6268507.500000 Penalty: 3642.305420
	Iteration 39Q: 3 clusters Score -6268508 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6268896.500000 Penalty: 3642.305420
	Iteration 40F: 3 clusters Score -6268896 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6269310.000000 Penalty: 3642.305420
	Iteration 41Q: 3 clusters Score -6269310 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6269689.000000 Penalty: 3642.305420
	Iteration 42Q: 3 clusters Score -6269689 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6270043.500000 Penalty: 3642.305420
	Iteration 43Q: 3 clusters Score -6270044 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6270367.000000 Penalty: 3642.305420
	Iteration 44Q: 3 clusters Score -6270367 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -6270714.000000 Penalty: 3642.305420
	Iteration 45Q: 3 clusters Score -6270714 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6271033.000000 Penalty: 3642.305420
	Iteration 46Q: 3 clusters Score -6271033 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -6271292.000000 Penalty: 3642.305420
	Iteration 47Q: 3 clusters Score -6271292 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -6271501.000000 Penalty: 3642.305420
	Iteration 48Q: 3 clusters Score -6271501 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -6271636.000000 Penalty: 3642.305420
	Iteration 49Q: 3 clusters Score -6271636 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -6271802.000000 Penalty: 3642.305420
	Iteration 50Q: 3 clusters Score -6271802 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -6271969.500000 Penalty: 3642.305420
	Iteration 51Q: 3 clusters Score -6271970 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -6272119.500000 Penalty: 3642.305420
	Iteration 52Q: 3 clusters Score -6272120 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -6272195.000000 Penalty: 3642.305420
	Iteration 53Q: 3 clusters Score -6272195 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -6272270.000000 Penalty: 3642.305420
	Iteration 54Q: 3 clusters Score -6272270 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -6272377.500000 Penalty: 3642.305420
	Iteration 55Q: 3 clusters Score -6272378 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -6272418.500000 Penalty: 3642.305420
	Iteration 56Q: 3 clusters Score -6272418 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -6272479.000000 Penalty: 3642.305420
	Iteration 57Q: 3 clusters Score -6272479 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -6272520.000000 Penalty: 3642.305420
	Iteration 58Q: 3 clusters Score -6272520 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -6272609.500000 Penalty: 3642.305420
	Iteration 59Q: 3 clusters Score -6272610 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -6272720.500000 Penalty: 3642.305420
	Iteration 60F: 3 clusters Score -6272720 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -6272820.500000 Penalty: 3642.305420
	Iteration 61Q: 3 clusters Score -6272820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -6272902.500000 Penalty: 3642.305420
	Iteration 62Q: 3 clusters Score -6272902 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -6272986.000000 Penalty: 3642.305420
	Iteration 63Q: 3 clusters Score -6272986 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -6273116.000000 Penalty: 3642.305420
	Iteration 64Q: 3 clusters Score -6273116 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -6273266.500000 Penalty: 3642.305420
	Iteration 65Q: 3 clusters Score -6273266 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6273415.500000 Penalty: 3642.305420
	Iteration 66Q: 3 clusters Score -6273416 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -6273537.000000 Penalty: 3642.305420
	Iteration 67Q: 3 clusters Score -6273537 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -6273809.000000 Penalty: 3642.305420
	Iteration 68Q: 3 clusters Score -6273809 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -6274236.000000 Penalty: 3642.305420
	Iteration 69Q: 3 clusters Score -6274236 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -6275021.500000 Penalty: 3642.305420
	Iteration 70Q: 3 clusters Score -6275022 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -6276138.000000 Penalty: 3642.305420
	Iteration 71Q: 3 clusters Score -6276138 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -6276445.500000 Penalty: 3642.305420
	Iteration 72Q: 3 clusters Score -6276446 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -6276511.000000 Penalty: 3642.305420
	Iteration 73Q: 3 clusters Score -6276511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -6276536.500000 Penalty: 3642.305420
	Iteration 74Q: 3 clusters Score -6276536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -6276525.000000 Penalty: 3642.305420
	Iteration 75Q: 3 clusters Score -6276525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -6276534.000000 Penalty: 3642.305420
	Iteration 76Q: 3 clusters Score -6276534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -6276536.000000 Penalty: 3642.305420
	Iteration 77Q: 3 clusters Score -6276536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -6276527.500000 Penalty: 3642.305420
	Iteration 78Q: 3 clusters Score -6276528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -6276522.500000 Penalty: 3642.305420
	Iteration 79Q: 3 clusters Score -6276522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 68299 members 
Entering Unmasked Estep 
Score: -6276524.500000 Penalty: 3642.305420
	Iteration 80F: 3 clusters Score -6276524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -6276530.500000 Penalty: 3642.305420
	Iteration 81Q: 3 clusters Score -6276530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -6276534.000000 Penalty: 3642.305420
	Iteration 82Q: 3 clusters Score -6276534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -6276526.000000 Penalty: 3642.305420
	Iteration 83Q: 3 clusters Score -6276526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -6276526.000000 Penalty: 3642.305420
	Iteration 84F: 3 clusters Score -6276526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 7706 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Entering Unmasked Estep 
Score: -54378076.000000 Penalty: 50066.968750
Splitting cluster 7 changes total score from -54365632.000000 to -54378076.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (22162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Entering Unmasked Estep 
Score: -1897516.250000 Penalty: 1625.996826
	Iteration 0F: 2 clusters Score -1897516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1882513.875000 Penalty: 3251.993652
	Iteration 0F: 3 clusters Score -1882514 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1888211.375000 Penalty: 3251.993652
	Iteration 1F: 3 clusters Score -1888211 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1888673.750000 Penalty: 3251.993652
	Iteration 2F: 3 clusters Score -1888674 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1889141.750000 Penalty: 3251.993652
	Iteration 3F: 3 clusters Score -1889142 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1889637.750000 Penalty: 3251.993652
	Iteration 4Q: 3 clusters Score -1889638 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1890134.000000 Penalty: 3251.993652
	Iteration 5Q: 3 clusters Score -1890134 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1890699.375000 Penalty: 3251.993652
	Iteration 6Q: 3 clusters Score -1890699 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1891381.250000 Penalty: 3251.993652
	Iteration 7F: 3 clusters Score -1891381 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1892180.750000 Penalty: 3251.993652
	Iteration 8F: 3 clusters Score -1892181 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1893122.000000 Penalty: 3251.993652
	Iteration 9F: 3 clusters Score -1893122 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1894044.750000 Penalty: 3251.993652
	Iteration 10F: 3 clusters Score -1894045 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1894793.000000 Penalty: 3251.993652
	Iteration 11Q: 3 clusters Score -1894793 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1895341.125000 Penalty: 3251.993652
	Iteration 12Q: 3 clusters Score -1895341 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1895715.500000 Penalty: 3251.993652
	Iteration 13Q: 3 clusters Score -1895716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1896010.125000 Penalty: 3251.993652
	Iteration 14Q: 3 clusters Score -1896010 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1896211.000000 Penalty: 3251.993652
	Iteration 15Q: 3 clusters Score -1896211 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1896314.250000 Penalty: 3251.993652
	Iteration 16Q: 3 clusters Score -1896314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1896364.125000 Penalty: 3251.993652
	Iteration 17Q: 3 clusters Score -1896364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1896397.500000 Penalty: 3251.993652
	Iteration 18Q: 3 clusters Score -1896398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -1896413.375000 Penalty: 3251.993652
	Iteration 19Q: 3 clusters Score -1896413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1896429.750000 Penalty: 3251.993652
	Iteration 20F: 3 clusters Score -1896430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1896441.500000 Penalty: 3251.993652
	Iteration 21Q: 3 clusters Score -1896442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1896453.125000 Penalty: 3251.993652
	Iteration 22Q: 3 clusters Score -1896453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -1896462.125000 Penalty: 3251.993652
	Iteration 23Q: 3 clusters Score -1896462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1896474.250000 Penalty: 3251.993652
	Iteration 24Q: 3 clusters Score -1896474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1896484.250000 Penalty: 3251.993652
	Iteration 25Q: 3 clusters Score -1896484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1896488.375000 Penalty: 3251.993652
	Iteration 26Q: 3 clusters Score -1896488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1896494.875000 Penalty: 3251.993652
	Iteration 27Q: 3 clusters Score -1896495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -1896500.125000 Penalty: 3251.993652
	Iteration 28Q: 3 clusters Score -1896500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1896508.750000 Penalty: 3251.993652
	Iteration 29Q: 3 clusters Score -1896509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -1896509.500000 Penalty: 3251.993652
	Iteration 30Q: 3 clusters Score -1896510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1896510.375000 Penalty: 3251.993652
	Iteration 31Q: 3 clusters Score -1896510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1896512.125000 Penalty: 3251.993652
	Iteration 32Q: 3 clusters Score -1896512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1896520.500000 Penalty: 3251.993652
	Iteration 33Q: 3 clusters Score -1896520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1896518.750000 Penalty: 3251.993652
	Iteration 34Q: 3 clusters Score -1896519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1896520.500000 Penalty: 3251.993652
	Iteration 35Q: 3 clusters Score -1896520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1896522.125000 Penalty: 3251.993652
	Iteration 36Q: 3 clusters Score -1896522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1896524.375000 Penalty: 3251.993652
	Iteration 37Q: 3 clusters Score -1896524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1896525.625000 Penalty: 3251.993652
	Iteration 38Q: 3 clusters Score -1896526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1896527.750000 Penalty: 3251.993652
	Iteration 39Q: 3 clusters Score -1896528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1896526.750000 Penalty: 3251.993652
	Iteration 40F: 3 clusters Score -1896527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1896527.500000 Penalty: 3251.993652
	Iteration 41Q: 3 clusters Score -1896528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1896527.125000 Penalty: 3251.993652
	Iteration 42Q: 3 clusters Score -1896527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1896527.125000 Penalty: 3251.993652
	Iteration 43F: 3 clusters Score -1896527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Entering Unmasked Estep 
Score: -927730.687500 Penalty: 1513.096191
	Iteration 0F: 2 clusters Score -927730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -919866.500000 Penalty: 3026.192383
	Iteration 0F: 3 clusters Score -919866.5 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -922501.437500 Penalty: 3026.192383
	Iteration 1F: 3 clusters Score -922501.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -922861.312500 Penalty: 3026.192383
	Iteration 2F: 3 clusters Score -922861.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -923272.812500 Penalty: 3026.192383
	Iteration 3F: 3 clusters Score -923272.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -923778.000000 Penalty: 3026.192383
	Iteration 4F: 3 clusters Score -923778 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -924332.500000 Penalty: 3026.192383
	Iteration 5F: 3 clusters Score -924332.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -924895.625000 Penalty: 3026.192383
	Iteration 6F: 3 clusters Score -924895.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -925362.125000 Penalty: 3026.192383
	Iteration 7F: 3 clusters Score -925362.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -925799.375000 Penalty: 3026.192383
	Iteration 8Q: 3 clusters Score -925799.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -926162.062500 Penalty: 3026.192383
	Iteration 9Q: 3 clusters Score -926162.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -926412.187500 Penalty: 3026.192383
	Iteration 10Q: 3 clusters Score -926412.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -926643.187500 Penalty: 3026.192383
	Iteration 11Q: 3 clusters Score -926643.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -926897.750000 Penalty: 3026.192383
	Iteration 12Q: 3 clusters Score -926897.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -927129.812500 Penalty: 3026.192383
	Iteration 13Q: 3 clusters Score -927129.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -927333.000000 Penalty: 3026.192383
	Iteration 14Q: 3 clusters Score -927333 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -927480.500000 Penalty: 3026.192383
	Iteration 15Q: 3 clusters Score -927480.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -927577.812500 Penalty: 3026.192383
	Iteration 16Q: 3 clusters Score -927577.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -927634.625000 Penalty: 3026.192383
	Iteration 17Q: 3 clusters Score -927634.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -927655.750000 Penalty: 3026.192383
	Iteration 18Q: 3 clusters Score -927655.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -927668.000000 Penalty: 3026.192383
	Iteration 19Q: 3 clusters Score -927668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -927679.187500 Penalty: 3026.192383
	Iteration 20F: 3 clusters Score -927679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -927684.562500 Penalty: 3026.192383
	Iteration 21Q: 3 clusters Score -927684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -927686.750000 Penalty: 3026.192383
	Iteration 22Q: 3 clusters Score -927686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -927687.750000 Penalty: 3026.192383
	Iteration 23Q: 3 clusters Score -927687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -927686.625000 Penalty: 3026.192383
	Iteration 24Q: 3 clusters Score -927686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -927688.000000 Penalty: 3026.192383
	Iteration 25Q: 3 clusters Score -927688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -927689.062500 Penalty: 3026.192383
	Iteration 26Q: 3 clusters Score -927689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -927687.937500 Penalty: 3026.192383
	Iteration 27Q: 3 clusters Score -927687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -927691.562500 Penalty: 3026.192383
	Iteration 28Q: 3 clusters Score -927691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -927689.062500 Penalty: 3026.192383
	Iteration 29Q: 3 clusters Score -927689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -927689.500000 Penalty: 3026.192383
	Iteration 30Q: 3 clusters Score -927689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -927689.500000 Penalty: 3026.192383
	Iteration 31F: 3 clusters Score -927689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -408492.000000 Penalty: 1381.257568
	Iteration 0F: 2 clusters Score -408492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -404572.687500 Penalty: 2762.515137
	Iteration 0F: 3 clusters Score -404572.7 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -405838.031250 Penalty: 2762.515137
	Iteration 1F: 3 clusters Score -405838 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -406151.093750 Penalty: 2762.515137
	Iteration 2F: 3 clusters Score -406151.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -406378.750000 Penalty: 2762.515137
	Iteration 3F: 3 clusters Score -406378.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -406574.687500 Penalty: 2762.515137
	Iteration 4F: 3 clusters Score -406574.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -406745.062500 Penalty: 2762.515137
	Iteration 5F: 3 clusters Score -406745.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -406890.656250 Penalty: 2762.515137
	Iteration 6Q: 3 clusters Score -406890.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -407017.718750 Penalty: 2762.515137
	Iteration 7Q: 3 clusters Score -407017.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -407137.281250 Penalty: 2762.515137
	Iteration 8Q: 3 clusters Score -407137.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -407234.687500 Penalty: 2762.515137
	Iteration 9Q: 3 clusters Score -407234.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -407308.156250 Penalty: 2762.515137
	Iteration 10Q: 3 clusters Score -407308.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -407362.468750 Penalty: 2762.515137
	Iteration 11Q: 3 clusters Score -407362.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -407390.843750 Penalty: 2762.515137
	Iteration 12Q: 3 clusters Score -407390.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -407415.812500 Penalty: 2762.515137
	Iteration 13Q: 3 clusters Score -407415.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -407432.281250 Penalty: 2762.515137
	Iteration 14Q: 3 clusters Score -407432.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -407442.500000 Penalty: 2762.515137
	Iteration 15Q: 3 clusters Score -407442.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -407453.125000 Penalty: 2762.515137
	Iteration 16Q: 3 clusters Score -407453.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -407466.625000 Penalty: 2762.515137
	Iteration 17Q: 3 clusters Score -407466.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -407478.625000 Penalty: 2762.515137
	Iteration 18Q: 3 clusters Score -407478.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -407484.875000 Penalty: 2762.515137
	Iteration 19Q: 3 clusters Score -407484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -407493.812500 Penalty: 2762.515137
	Iteration 20F: 3 clusters Score -407493.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -407503.781250 Penalty: 2762.515137
	Iteration 21Q: 3 clusters Score -407503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -407509.812500 Penalty: 2762.515137
	Iteration 22Q: 3 clusters Score -407509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -407515.250000 Penalty: 2762.515137
	Iteration 23Q: 3 clusters Score -407515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -407517.406250 Penalty: 2762.515137
	Iteration 24Q: 3 clusters Score -407517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -407522.375000 Penalty: 2762.515137
	Iteration 25Q: 3 clusters Score -407522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -407528.000000 Penalty: 2762.515137
	Iteration 26Q: 3 clusters Score -407528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -407536.437500 Penalty: 2762.515137
	Iteration 27Q: 3 clusters Score -407536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -407543.656250 Penalty: 2762.515137
	Iteration 28Q: 3 clusters Score -407543.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -407551.093750 Penalty: 2762.515137
	Iteration 29Q: 3 clusters Score -407551.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -407561.031250 Penalty: 2762.515137
	Iteration 30Q: 3 clusters Score -407561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -407567.968750 Penalty: 2762.515137
	Iteration 31Q: 3 clusters Score -407568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -407575.281250 Penalty: 2762.515137
	Iteration 32Q: 3 clusters Score -407575.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -407588.812500 Penalty: 2762.515137
	Iteration 33Q: 3 clusters Score -407588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -407593.843750 Penalty: 2762.515137
	Iteration 34Q: 3 clusters Score -407593.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -407595.562500 Penalty: 2762.515137
	Iteration 35Q: 3 clusters Score -407595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -407601.937500 Penalty: 2762.515137
	Iteration 36Q: 3 clusters Score -407601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -407610.625000 Penalty: 2762.515137
	Iteration 37Q: 3 clusters Score -407610.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -407619.250000 Penalty: 2762.515137
	Iteration 38Q: 3 clusters Score -407619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -407624.281250 Penalty: 2762.515137
	Iteration 39Q: 3 clusters Score -407624.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -407630.593750 Penalty: 2762.515137
	Iteration 40F: 3 clusters Score -407630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -407637.062500 Penalty: 2762.515137
	Iteration 41Q: 3 clusters Score -407637.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -407646.250000 Penalty: 2762.515137
	Iteration 42Q: 3 clusters Score -407646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -407656.687500 Penalty: 2762.515137
	Iteration 43Q: 3 clusters Score -407656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -407663.625000 Penalty: 2762.515137
	Iteration 44Q: 3 clusters Score -407663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -407672.093750 Penalty: 2762.515137
	Iteration 45Q: 3 clusters Score -407672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -407683.093750 Penalty: 2762.515137
	Iteration 46Q: 3 clusters Score -407683.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -407692.781250 Penalty: 2762.515137
	Iteration 47Q: 3 clusters Score -407692.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -407697.562500 Penalty: 2762.515137
	Iteration 48Q: 3 clusters Score -407697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -407705.437500 Penalty: 2762.515137
	Iteration 49Q: 3 clusters Score -407705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -407715.875000 Penalty: 2762.515137
	Iteration 50Q: 3 clusters Score -407715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -407723.000000 Penalty: 2762.515137
	Iteration 51Q: 3 clusters Score -407723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -407730.031250 Penalty: 2762.515137
	Iteration 52Q: 3 clusters Score -407730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -407734.750000 Penalty: 2762.515137
	Iteration 53Q: 3 clusters Score -407734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -407736.562500 Penalty: 2762.515137
	Iteration 54Q: 3 clusters Score -407736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -407737.250000 Penalty: 2762.515137
	Iteration 55Q: 3 clusters Score -407737.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -407737.250000 Penalty: 2762.515137
	Iteration 56F: 3 clusters Score -407737.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (213132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213132 members 
Entering Unmasked Estep 
Score: -18320584.000000 Penalty: 1993.820801
	Iteration 0F: 2 clusters Score -1.832058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -18177408.000000 Penalty: 3987.641602
	Iteration 0F: 3 clusters Score -1.817741e+07 nChanged 103411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 107934 members 
Entering Unmasked Estep 
Score: -18239760.000000 Penalty: 3987.641602
	Iteration 1F: 3 clusters Score -1.823976e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -18241330.000000 Penalty: 3987.641602
	Iteration 2Q: 3 clusters Score -1.824133e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103858 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -18243248.000000 Penalty: 3987.641602
	Iteration 3Q: 3 clusters Score -1.824325e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 110362 members 
Entering Unmasked Estep 
Score: -18246320.000000 Penalty: 3987.641602
	Iteration 4Q: 3 clusters Score -1.824632e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -18249922.000000 Penalty: 3987.641602
	Iteration 5Q: 3 clusters Score -1.824992e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -18254748.000000 Penalty: 3987.641602
	Iteration 6Q: 3 clusters Score -1.825475e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -18260258.000000 Penalty: 3987.641602
	Iteration 7F: 3 clusters Score -1.826026e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 117768 members 
Entering Unmasked Estep 
Score: -18265624.000000 Penalty: 3987.641602
	Iteration 8F: 3 clusters Score -1.826562e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -18270084.000000 Penalty: 3987.641602
	Iteration 9Q: 3 clusters Score -1.827008e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -18273674.000000 Penalty: 3987.641602
	Iteration 10Q: 3 clusters Score -1.827367e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -18276538.000000 Penalty: 3987.641602
	Iteration 11Q: 3 clusters Score -1.827654e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -18278884.000000 Penalty: 3987.641602
	Iteration 12Q: 3 clusters Score -1.827888e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -18280578.000000 Penalty: 3987.641602
	Iteration 13Q: 3 clusters Score -1.828058e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -18281914.000000 Penalty: 3987.641602
	Iteration 14Q: 3 clusters Score -1.828191e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 132322 members 
Entering Unmasked Estep 
Score: -18282866.000000 Penalty: 3987.641602
	Iteration 15Q: 3 clusters Score -1.828287e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -18283724.000000 Penalty: 3987.641602
	Iteration 16Q: 3 clusters Score -1.828372e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -18284392.000000 Penalty: 3987.641602
	Iteration 17Q: 3 clusters Score -1.828439e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 137869 members 
Entering Unmasked Estep 
Score: -18284830.000000 Penalty: 3987.641602
	Iteration 18Q: 3 clusters Score -1.828483e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 140112 members 
Entering Unmasked Estep 
Score: -18285552.000000 Penalty: 3987.641602
	Iteration 19Q: 3 clusters Score -1.828555e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -18286284.000000 Penalty: 3987.641602
	Iteration 20F: 3 clusters Score -1.828628e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -18286890.000000 Penalty: 3987.641602
	Iteration 21Q: 3 clusters Score -1.828689e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -18288016.000000 Penalty: 3987.641602
	Iteration 22Q: 3 clusters Score -1.828802e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -18289124.000000 Penalty: 3987.641602
	Iteration 23Q: 3 clusters Score -1.828912e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -18290236.000000 Penalty: 3987.641602
	Iteration 24Q: 3 clusters Score -1.829024e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 158430 members 
Entering Unmasked Estep 
Score: -18291610.000000 Penalty: 3987.641602
	Iteration 25Q: 3 clusters Score -1.829161e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -18293026.000000 Penalty: 3987.641602
	Iteration 26Q: 3 clusters Score -1.829303e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -18294416.000000 Penalty: 3987.641602
	Iteration 27Q: 3 clusters Score -1.829442e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -18295970.000000 Penalty: 3987.641602
	Iteration 28Q: 3 clusters Score -1.829597e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -18297592.000000 Penalty: 3987.641602
	Iteration 29Q: 3 clusters Score -1.829759e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 178371 members 
Entering Unmasked Estep 
Score: -18299332.000000 Penalty: 3987.641602
	Iteration 30Q: 3 clusters Score -1.829933e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 182660 members 
Entering Unmasked Estep 
Score: -18301144.000000 Penalty: 3987.641602
	Iteration 31Q: 3 clusters Score -1.830114e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -18303292.000000 Penalty: 3987.641602
	Iteration 32Q: 3 clusters Score -1.830329e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 191324 members 
Entering Unmasked Estep 
Score: -18305568.000000 Penalty: 3987.641602
	Iteration 33Q: 3 clusters Score -1.830557e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 195627 members 
Entering Unmasked Estep 
Score: -18308094.000000 Penalty: 3987.641602
	Iteration 34Q: 3 clusters Score -1.830809e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 199700 members 
Entering Unmasked Estep 
Score: -18310776.000000 Penalty: 3987.641602
	Iteration 35Q: 3 clusters Score -1.831078e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 203269 members 
Entering Unmasked Estep 
Score: -18313038.000000 Penalty: 3987.641602
	Iteration 36Q: 3 clusters Score -1.831304e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 206164 members 
Entering Unmasked Estep 
Score: -18314926.000000 Penalty: 3987.641602
	Iteration 37Q: 3 clusters Score -1.831493e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 208245 members 
Entering Unmasked Estep 
Score: -18316320.000000 Penalty: 3987.641602
	Iteration 38Q: 3 clusters Score -1.831632e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 209693 members 
Entering Unmasked Estep 
Score: -18317180.000000 Penalty: 3987.641602
	Iteration 39Q: 3 clusters Score -1.831718e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 210617 members 
Entering Unmasked Estep 
Score: -18317754.000000 Penalty: 3987.641602
	Iteration 40F: 3 clusters Score -1.831775e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -18318192.000000 Penalty: 3987.641602
	Iteration 41Q: 3 clusters Score -1.831819e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 211637 members 
Entering Unmasked Estep 
Score: -18318436.000000 Penalty: 3987.641602
	Iteration 42Q: 3 clusters Score -1.831844e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 211916 members 
Entering Unmasked Estep 
Score: -18318658.000000 Penalty: 3987.641602
	Iteration 43Q: 3 clusters Score -1.831866e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 212080 members 
Entering Unmasked Estep 
Score: -18318734.000000 Penalty: 3987.641602
	Iteration 44Q: 3 clusters Score -1.831873e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 212198 members 
Entering Unmasked Estep 
Score: -18318824.000000 Penalty: 3987.641602
	Iteration 45Q: 3 clusters Score -1.831882e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
Score: -18318868.000000 Penalty: 3987.641602
	Iteration 46Q: 3 clusters Score -1.831887e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 212325 members 
Entering Unmasked Estep 
Score: -18318898.000000 Penalty: 3987.641602
	Iteration 47Q: 3 clusters Score -1.83189e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 212365 members 
Entering Unmasked Estep 
Score: -18318920.000000 Penalty: 3987.641602
	Iteration 48Q: 3 clusters Score -1.831892e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 212399 members 
Entering Unmasked Estep 
Score: -18318932.000000 Penalty: 3987.641602
	Iteration 49Q: 3 clusters Score -1.831893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 212422 members 
Entering Unmasked Estep 
Score: -18318964.000000 Penalty: 3987.641602
	Iteration 50Q: 3 clusters Score -1.831896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 212433 members 
Entering Unmasked Estep 
Score: -18318952.000000 Penalty: 3987.641602
	Iteration 51Q: 3 clusters Score -1.831895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 212438 members 
Entering Unmasked Estep 
Score: -18318952.000000 Penalty: 3987.641602
	Iteration 52Q: 3 clusters Score -1.831895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 212443 members 
Entering Unmasked Estep 
Score: -18318960.000000 Penalty: 3987.641602
	Iteration 53Q: 3 clusters Score -1.831896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -18318954.000000 Penalty: 3987.641602
	Iteration 54Q: 3 clusters Score -1.831895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 212453 members 
Entering Unmasked Estep 
Score: -18318944.000000 Penalty: 3987.641602
	Iteration 55Q: 3 clusters Score -1.831894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -18318958.000000 Penalty: 3987.641602
	Iteration 56Q: 3 clusters Score -1.831896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 212466 members 
Entering Unmasked Estep 
Score: -18318962.000000 Penalty: 3987.641602
	Iteration 57Q: 3 clusters Score -1.831896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -18318970.000000 Penalty: 3987.641602
	Iteration 58Q: 3 clusters Score -1.831897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 212471 members 
Entering Unmasked Estep 
Score: -18318962.000000 Penalty: 3987.641602
	Iteration 59Q: 3 clusters Score -1.831896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 212472 members 
Entering Unmasked Estep 
Score: -18318978.000000 Penalty: 3987.641602
	Iteration 60F: 3 clusters Score -1.831898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -18318978.000000 Penalty: 3987.641602
	Iteration 61Q: 3 clusters Score -1.831898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -18318984.000000 Penalty: 3987.641602
	Iteration 62Q: 3 clusters Score -1.831898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 212480 members 
Entering Unmasked Estep 
Score: -18318988.000000 Penalty: 3987.641602
	Iteration 63Q: 3 clusters Score -1.831899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 212480 members 
Entering Unmasked Estep 
Score: -18318988.000000 Penalty: 3987.641602
	Iteration 64Q: 3 clusters Score -1.831899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 212480 members 
Entering Unmasked Estep 
Score: -18318988.000000 Penalty: 3987.641602
	Iteration 65F: 3 clusters Score -1.831899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -628799.375000 Penalty: 1454.335083
	Iteration 0F: 2 clusters Score -628799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -623157.687500 Penalty: 2908.670166
	Iteration 0F: 3 clusters Score -623157.7 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -625306.812500 Penalty: 2908.670166
	Iteration 1F: 3 clusters Score -625306.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -626061.937500 Penalty: 2908.670166
	Iteration 2F: 3 clusters Score -626061.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -626930.562500 Penalty: 2908.670166
	Iteration 3F: 3 clusters Score -626930.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -627921.312500 Penalty: 2908.670166
	Iteration 4F: 3 clusters Score -627921.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -628703.562500 Penalty: 2908.670166
	Iteration 5F: 3 clusters Score -628703.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -629150.187500 Penalty: 2908.670166
	Iteration 6F: 3 clusters Score -629150.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -629361.750000 Penalty: 2908.670166
	Iteration 7Q: 3 clusters Score -629361.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -629463.625000 Penalty: 2908.670166
	Iteration 8Q: 3 clusters Score -629463.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -629524.625000 Penalty: 2908.670166
	Iteration 9Q: 3 clusters Score -629524.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -629560.312500 Penalty: 2908.670166
	Iteration 10Q: 3 clusters Score -629560.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -629581.750000 Penalty: 2908.670166
	Iteration 11Q: 3 clusters Score -629581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -629592.750000 Penalty: 2908.670166
	Iteration 12Q: 3 clusters Score -629592.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -629599.187500 Penalty: 2908.670166
	Iteration 13Q: 3 clusters Score -629599.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -629608.187500 Penalty: 2908.670166
	Iteration 14Q: 3 clusters Score -629608.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -629614.875000 Penalty: 2908.670166
	Iteration 15Q: 3 clusters Score -629614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -629616.125000 Penalty: 2908.670166
	Iteration 16Q: 3 clusters Score -629616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -629618.125000 Penalty: 2908.670166
	Iteration 17Q: 3 clusters Score -629618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -629618.937500 Penalty: 2908.670166
	Iteration 18Q: 3 clusters Score -629618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -629619.500000 Penalty: 2908.670166
	Iteration 19Q: 3 clusters Score -629619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -629619.000000 Penalty: 2908.670166
	Iteration 20F: 3 clusters Score -629619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Entering Unmasked Estep 
Score: -54378124.000000 Penalty: 52243.792969
Splitting cluster 12 changes total score from -54365632.000000 to -54378124.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (30740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Entering Unmasked Estep 
Score: -2620533.750000 Penalty: 1679.164429
	Iteration 0F: 2 clusters Score -2620534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2599786.750000 Penalty: 3358.328857
	Iteration 0F: 3 clusters Score -2599787 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2607872.000000 Penalty: 3358.328857
	Iteration 1F: 3 clusters Score -2607872 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2608442.250000 Penalty: 3358.328857
	Iteration 2Q: 3 clusters Score -2608442 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2609150.000000 Penalty: 3358.328857
	Iteration 3Q: 3 clusters Score -2609150 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2610124.750000 Penalty: 3358.328857
	Iteration 4F: 3 clusters Score -2610125 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2611412.250000 Penalty: 3358.328857
	Iteration 5F: 3 clusters Score -2611412 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2613116.250000 Penalty: 3358.328857
	Iteration 6F: 3 clusters Score -2613116 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2614972.000000 Penalty: 3358.328857
	Iteration 7F: 3 clusters Score -2614972 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2616645.500000 Penalty: 3358.328857
	Iteration 8F: 3 clusters Score -2616646 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2617908.500000 Penalty: 3358.328857
	Iteration 9Q: 3 clusters Score -2617908 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2618779 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2619390.500000 Penalty: 3358.328857
	Iteration 11Q: 3 clusters Score -2619390 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2619775 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2620015.750000 Penalty: 3358.328857
	Iteration 13Q: 3 clusters Score -2620016 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2620178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2620291.250000 Penalty: 3358.328857
	Iteration 15Q: 3 clusters Score -2620291 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2620366.750000 Penalty: 3358.328857
	Iteration 16Q: 3 clusters Score -2620367 nChanged 222
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Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2620415 nChanged 211
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Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2620492.250000 Penalty: 3358.328857
	Iteration 18Q: 3 clusters Score -2620492 nChanged 170
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Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2620524.500000 Penalty: 3358.328857
	Iteration 19Q: 3 clusters Score -2620524 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2620560.500000 Penalty: 3358.328857
	Iteration 20F: 3 clusters Score -2620560 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2620586 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2620619.750000 Penalty: 3358.328857
	Iteration 22Q: 3 clusters Score -2620620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2620637.250000 Penalty: 3358.328857
	Iteration 23Q: 3 clusters Score -2620637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2620655.250000 Penalty: 3358.328857
	Iteration 24Q: 3 clusters Score -2620655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2620663.750000 Penalty: 3358.328857
	Iteration 25Q: 3 clusters Score -2620664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2620675.250000 Penalty: 3358.328857
	Iteration 26Q: 3 clusters Score -2620675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2620685 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2620689.750000 Penalty: 3358.328857
	Iteration 28Q: 3 clusters Score -2620690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2620703.250000 Penalty: 3358.328857
	Iteration 29Q: 3 clusters Score -2620703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2620704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2620716.500000 Penalty: 3358.328857
	Iteration 31Q: 3 clusters Score -2620716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2620720 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2620732.500000 Penalty: 3358.328857
	Iteration 33Q: 3 clusters Score -2620732 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2620741.750000 Penalty: 3358.328857
	Iteration 34Q: 3 clusters Score -2620742 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2620743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2620748.750000 Penalty: 3358.328857
	Iteration 36Q: 3 clusters Score -2620749 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2620754.000000 Penalty: 3358.328857
	Iteration 37Q: 3 clusters Score -2620754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2620756.250000 Penalty: 3358.328857
	Iteration 38Q: 3 clusters Score -2620756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2620761.500000 Penalty: 3358.328857
	Iteration 39Q: 3 clusters Score -2620762 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2620764.250000 Penalty: 3358.328857
	Iteration 40F: 3 clusters Score -2620764 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2620767 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2620770 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2620766 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2620768.250000 Penalty: 3358.328857
	Iteration 44Q: 3 clusters Score -2620768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2620771.750000 Penalty: 3358.328857
	Iteration 45Q: 3 clusters Score -2620772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2620776.000000 Penalty: 3358.328857
	Iteration 46Q: 3 clusters Score -2620776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2620772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2620777.500000 Penalty: 3358.328857
	Iteration 48Q: 3 clusters Score -2620778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2620781.000000 Penalty: 3358.328857
	Iteration 49Q: 3 clusters Score -2620781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2620777.250000 Penalty: 3358.328857
	Iteration 50Q: 3 clusters Score -2620777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2620780.250000 Penalty: 3358.328857
	Iteration 51Q: 3 clusters Score -2620780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2620777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2620779.250000 Penalty: 3358.328857
	Iteration 53Q: 3 clusters Score -2620779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2620778.250000 Penalty: 3358.328857
	Iteration 54Q: 3 clusters Score -2620778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2620778 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2620783.500000 Penalty: 3358.328857
	Iteration 56Q: 3 clusters Score -2620784 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2620782.000000 Penalty: 3358.328857
	Iteration 57Q: 3 clusters Score -2620782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2620776.250000 Penalty: 3358.328857
	Iteration 58Q: 3 clusters Score -2620776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2620779 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2620776 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2620778 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2620780 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2620781.500000 Penalty: 3358.328857
	Iteration 63Q: 3 clusters Score -2620782 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2620782 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2620782 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2620779 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27029 members 
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	Iteration 67Q: 3 clusters Score -2620780 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27030 members 
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	Iteration 68Q: 3 clusters Score -2620781 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2620782 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2620779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2620777.500000 Penalty: 3358.328857
	Iteration 71Q: 3 clusters Score -2620778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2620770.750000 Penalty: 3358.328857
	Iteration 72Q: 3 clusters Score -2620771 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2620776 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27075 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2620777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2620782 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2620782 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27100 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2620786 nChanged 8
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Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2620786 nChanged 6
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Mstep: Class 1 contains 27112 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2620788 nChanged 3
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Mstep: Class 1 contains 27115 members 
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Entering Unmasked Estep 
Score: -2620791.000000 Penalty: 3358.328857
	Iteration 80F: 3 clusters Score -2620791 nChanged 4
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Mstep: Class 1 contains 27119 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2620787 nChanged 3
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Mstep: Class 1 contains 27122 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2620786 nChanged 2
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2620789 nChanged 5
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Mstep: Class 1 contains 27129 members 
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	Iteration 84Q: 3 clusters Score -2620790 nChanged 4
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Mstep: Class 1 contains 27133 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2620791 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27136 members 
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Entering Unmasked Estep 
Score: -2620794.250000 Penalty: 3358.328857
	Iteration 86Q: 3 clusters Score -2620794 nChanged 3
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Mstep: Class 1 contains 27139 members 
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	Iteration 87Q: 3 clusters Score -2620795 nChanged 1
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Mstep: Class 1 contains 27140 members 
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	Iteration 88Q: 3 clusters Score -2620794 nChanged 1
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Mstep: Class 1 contains 27141 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2620795 nChanged 4
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2620792 nChanged 4
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2620790 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2620792 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27150 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2620794 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27152 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2620795 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27154 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2620795 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27155 members 
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	Iteration 96Q: 3 clusters Score -2620793 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2620795.500000 Penalty: 3358.328857
	Iteration 97Q: 3 clusters Score -2620796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2620797.000000 Penalty: 3358.328857
	Iteration 98Q: 3 clusters Score -2620797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2620796.250000 Penalty: 3358.328857
	Iteration 99Q: 3 clusters Score -2620796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2620795.250000 Penalty: 3358.328857
	Iteration 100F: 3 clusters Score -2620795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2620791.000000 Penalty: 3358.328857
	Iteration 101Q: 3 clusters Score -2620791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2620793.000000 Penalty: 3358.328857
	Iteration 102Q: 3 clusters Score -2620793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2620791.000000 Penalty: 3358.328857
	Iteration 103Q: 3 clusters Score -2620791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2620791.000000 Penalty: 3358.328857
	Iteration 104F: 3 clusters Score -2620791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 11071 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3574 members 
Entering Unmasked Estep 
Score: -54378036.000000 Penalty: 54420.617188
Splitting cluster 14 changes total score from -54365632.000000 to -54378036.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -898345.500000 Penalty: 1513.213623
	Iteration 0F: 2 clusters Score -898345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -890596.937500 Penalty: 3026.427246
	Iteration 0F: 3 clusters Score -890596.9 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -894930.000000 Penalty: 3026.427246
	Iteration 1F: 3 clusters Score -894930 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -898198.500000 Penalty: 3026.427246
	Iteration 2F: 3 clusters Score -898198.5 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -900081.125000 Penalty: 3026.427246
	Iteration 3F: 3 clusters Score -900081.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -900657.187500 Penalty: 3026.427246
	Iteration 4F: 3 clusters Score -900657.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -900861.812500 Penalty: 3026.427246
	Iteration 5Q: 3 clusters Score -900861.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -900961.812500 Penalty: 3026.427246
	Iteration 6Q: 3 clusters Score -900961.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -901018.625000 Penalty: 3026.427246
	Iteration 7Q: 3 clusters Score -901018.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -901048.312500 Penalty: 3026.427246
	Iteration 8Q: 3 clusters Score -901048.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -901060.875000 Penalty: 3026.427246
	Iteration 9Q: 3 clusters Score -901060.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -901070.187500 Penalty: 3026.427246
	Iteration 10Q: 3 clusters Score -901070.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -901074.000000 Penalty: 3026.427246
	Iteration 11Q: 3 clusters Score -901074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -901075.562500 Penalty: 3026.427246
	Iteration 12Q: 3 clusters Score -901075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -901076.625000 Penalty: 3026.427246
	Iteration 13Q: 3 clusters Score -901076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -901078.500000 Penalty: 3026.427246
	Iteration 14Q: 3 clusters Score -901078.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -901079.437500 Penalty: 3026.427246
	Iteration 15Q: 3 clusters Score -901079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -901077.500000 Penalty: 3026.427246
	Iteration 16Q: 3 clusters Score -901077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -901078.812500 Penalty: 3026.427246
	Iteration 17Q: 3 clusters Score -901078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -901080.125000 Penalty: 3026.427246
	Iteration 18Q: 3 clusters Score -901080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -901081.125000 Penalty: 3026.427246
	Iteration 19Q: 3 clusters Score -901081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -901081.625000 Penalty: 3026.427246
	Iteration 20F: 3 clusters Score -901081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -901083.000000 Penalty: 3026.427246
	Iteration 21Q: 3 clusters Score -901083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -901083.687500 Penalty: 3026.427246
	Iteration 22Q: 3 clusters Score -901083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -901081.562500 Penalty: 3026.427246
	Iteration 23Q: 3 clusters Score -901081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -901081.250000 Penalty: 3026.427246
	Iteration 24Q: 3 clusters Score -901081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -901081.250000 Penalty: 3026.427246
	Iteration 25F: 3 clusters Score -901081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3574 members 
Mstep: Class 26 contains 3500 members 
Entering Unmasked Estep 
Score: -54380020.000000 Penalty: 56597.441406
Splitting cluster 15 changes total score from -54365632.000000 to -54380020.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (23926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Entering Unmasked Estep 
Score: -1999420.750000 Penalty: 1638.442139
	Iteration 0F: 2 clusters Score -1999421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1983242.000000 Penalty: 3276.884277
	Iteration 0F: 3 clusters Score -1983242 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1989596.875000 Penalty: 3276.884277
	Iteration 1F: 3 clusters Score -1989597 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1990707.375000 Penalty: 3276.884277
	Iteration 2F: 3 clusters Score -1990707 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1992235.250000 Penalty: 3276.884277
	Iteration 3F: 3 clusters Score -1992235 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1993927.500000 Penalty: 3276.884277
	Iteration 4F: 3 clusters Score -1993928 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1995640.000000 Penalty: 3276.884277
	Iteration 5F: 3 clusters Score -1995640 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1997118.000000 Penalty: 3276.884277
	Iteration 6F: 3 clusters Score -1997118 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1998292.375000 Penalty: 3276.884277
	Iteration 7F: 3 clusters Score -1998292 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1999180.625000 Penalty: 3276.884277
	Iteration 8Q: 3 clusters Score -1999181 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1999673.500000 Penalty: 3276.884277
	Iteration 9Q: 3 clusters Score -1999674 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1999962.750000 Penalty: 3276.884277
	Iteration 10Q: 3 clusters Score -1999963 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2000138.625000 Penalty: 3276.884277
	Iteration 11Q: 3 clusters Score -2000139 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2000254.625000 Penalty: 3276.884277
	Iteration 12Q: 3 clusters Score -2000255 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2000329.750000 Penalty: 3276.884277
	Iteration 13Q: 3 clusters Score -2000330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2000387.875000 Penalty: 3276.884277
	Iteration 14Q: 3 clusters Score -2000388 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2000425.375000 Penalty: 3276.884277
	Iteration 15Q: 3 clusters Score -2000425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2000469.000000 Penalty: 3276.884277
	Iteration 16Q: 3 clusters Score -2000469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2000504.125000 Penalty: 3276.884277
	Iteration 17Q: 3 clusters Score -2000504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2000532.000000 Penalty: 3276.884277
	Iteration 18Q: 3 clusters Score -2000532 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2000546.500000 Penalty: 3276.884277
	Iteration 19Q: 3 clusters Score -2000546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2000571.750000 Penalty: 3276.884277
	Iteration 20F: 3 clusters Score -2000572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2000593.125000 Penalty: 3276.884277
	Iteration 21Q: 3 clusters Score -2000593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2000611.500000 Penalty: 3276.884277
	Iteration 22Q: 3 clusters Score -2000612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2000633.875000 Penalty: 3276.884277
	Iteration 23Q: 3 clusters Score -2000634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2000663.125000 Penalty: 3276.884277
	Iteration 24Q: 3 clusters Score -2000663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2000697.250000 Penalty: 3276.884277
	Iteration 25Q: 3 clusters Score -2000697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2000726.750000 Penalty: 3276.884277
	Iteration 26Q: 3 clusters Score -2000727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2000747.625000 Penalty: 3276.884277
	Iteration 27Q: 3 clusters Score -2000748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2000785.250000 Penalty: 3276.884277
	Iteration 28Q: 3 clusters Score -2000785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2000822.750000 Penalty: 3276.884277
	Iteration 29Q: 3 clusters Score -2000823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2000837.625000 Penalty: 3276.884277
	Iteration 30Q: 3 clusters Score -2000838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2000853.375000 Penalty: 3276.884277
	Iteration 31Q: 3 clusters Score -2000853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2000864.125000 Penalty: 3276.884277
	Iteration 32Q: 3 clusters Score -2000864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2000874.875000 Penalty: 3276.884277
	Iteration 33Q: 3 clusters Score -2000875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2000876.375000 Penalty: 3276.884277
	Iteration 34Q: 3 clusters Score -2000876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2000881.125000 Penalty: 3276.884277
	Iteration 35Q: 3 clusters Score -2000881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2000884.000000 Penalty: 3276.884277
	Iteration 36Q: 3 clusters Score -2000884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2000891.750000 Penalty: 3276.884277
	Iteration 37Q: 3 clusters Score -2000892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2000895.875000 Penalty: 3276.884277
	Iteration 38Q: 3 clusters Score -2000896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2000897.250000 Penalty: 3276.884277
	Iteration 39Q: 3 clusters Score -2000897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2000893.000000 Penalty: 3276.884277
	Iteration 40F: 3 clusters Score -2000893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2000892.250000 Penalty: 3276.884277
	Iteration 41Q: 3 clusters Score -2000892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2000893.375000 Penalty: 3276.884277
	Iteration 42Q: 3 clusters Score -2000893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2000894.000000 Penalty: 3276.884277
	Iteration 43Q: 3 clusters Score -2000894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2000894.375000 Penalty: 3276.884277
	Iteration 44Q: 3 clusters Score -2000894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2000892.375000 Penalty: 3276.884277
	Iteration 45Q: 3 clusters Score -2000892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2000892.750000 Penalty: 3276.884277
	Iteration 46Q: 3 clusters Score -2000893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2000893.750000 Penalty: 3276.884277
	Iteration 47Q: 3 clusters Score -2000894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2000893.750000 Penalty: 3276.884277
	Iteration 48F: 3 clusters Score -2000894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3574 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 2829 members 
Entering Unmasked Estep 
Score: -54380656.000000 Penalty: 58774.265625
Splitting cluster 16 changes total score from -54365632.000000 to -54380656.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (13677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Entering Unmasked Estep 
Score: -1190536.000000 Penalty: 1547.563965
	Iteration 0F: 2 clusters Score -1190536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1181038.250000 Penalty: 3095.127930
	Iteration 0F: 3 clusters Score -1181038 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1184206.000000 Penalty: 3095.127930
	Iteration 1F: 3 clusters Score -1184206 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1184591.000000 Penalty: 3095.127930
	Iteration 2F: 3 clusters Score -1184591 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1184938.500000 Penalty: 3095.127930
	Iteration 3F: 3 clusters Score -1184938 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1185329.500000 Penalty: 3095.127930
	Iteration 4F: 3 clusters Score -1185330 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1185789.625000 Penalty: 3095.127930
	Iteration 5F: 3 clusters Score -1185790 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1186368.125000 Penalty: 3095.127930
	Iteration 6F: 3 clusters Score -1186368 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1187025.500000 Penalty: 3095.127930
	Iteration 7F: 3 clusters Score -1187026 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1187675.875000 Penalty: 3095.127930
	Iteration 8F: 3 clusters Score -1187676 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1188170.375000 Penalty: 3095.127930
	Iteration 9F: 3 clusters Score -1188170 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1188494.875000 Penalty: 3095.127930
	Iteration 10Q: 3 clusters Score -1188495 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1188699.750000 Penalty: 3095.127930
	Iteration 11Q: 3 clusters Score -1188700 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1188793.250000 Penalty: 3095.127930
	Iteration 12Q: 3 clusters Score -1188793 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1188855.500000 Penalty: 3095.127930
	Iteration 13Q: 3 clusters Score -1188856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1188890.250000 Penalty: 3095.127930
	Iteration 14Q: 3 clusters Score -1188890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1188915.875000 Penalty: 3095.127930
	Iteration 15Q: 3 clusters Score -1188916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1188931.125000 Penalty: 3095.127930
	Iteration 16Q: 3 clusters Score -1188931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1188939.625000 Penalty: 3095.127930
	Iteration 17Q: 3 clusters Score -1188940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1188943.375000 Penalty: 3095.127930
	Iteration 18Q: 3 clusters Score -1188943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1188948.000000 Penalty: 3095.127930
	Iteration 19Q: 3 clusters Score -1188948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1188957.000000 Penalty: 3095.127930
	Iteration 20F: 3 clusters Score -1188957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1188958.625000 Penalty: 3095.127930
	Iteration 21Q: 3 clusters Score -1188959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1188962.875000 Penalty: 3095.127930
	Iteration 22Q: 3 clusters Score -1188963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1188964.000000 Penalty: 3095.127930
	Iteration 23Q: 3 clusters Score -1188964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1188969.375000 Penalty: 3095.127930
	Iteration 24Q: 3 clusters Score -1188969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1188967.000000 Penalty: 3095.127930
	Iteration 25Q: 3 clusters Score -1188967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1188966.125000 Penalty: 3095.127930
	Iteration 26Q: 3 clusters Score -1188966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1188965.750000 Penalty: 3095.127930
	Iteration 27Q: 3 clusters Score -1188966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1188965.375000 Penalty: 3095.127930
	Iteration 28Q: 3 clusters Score -1188965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1188967.125000 Penalty: 3095.127930
	Iteration 29Q: 3 clusters Score -1188967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1188967.125000 Penalty: 3095.127930
	Iteration 30F: 3 clusters Score -1188967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Entering Unmasked Estep 
Score: -1120026.125000 Penalty: 1558.432007
	Iteration 0F: 2 clusters Score -1120026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1109799.500000 Penalty: 3116.864014
	Iteration 0F: 3 clusters Score -1109800 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1113869.750000 Penalty: 3116.864014
	Iteration 1F: 3 clusters Score -1113870 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1114928.500000 Penalty: 3116.864014
	Iteration 2F: 3 clusters Score -1114928 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1116035.000000 Penalty: 3116.864014
	Iteration 3F: 3 clusters Score -1116035 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1117017.875000 Penalty: 3116.864014
	Iteration 4F: 3 clusters Score -1117018 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1117892.000000 Penalty: 3116.864014
	Iteration 5F: 3 clusters Score -1117892 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1118506.750000 Penalty: 3116.864014
	Iteration 6F: 3 clusters Score -1118507 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1118882.750000 Penalty: 3116.864014
	Iteration 7Q: 3 clusters Score -1118883 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1119146.000000 Penalty: 3116.864014
	Iteration 8Q: 3 clusters Score -1119146 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1119332.125000 Penalty: 3116.864014
	Iteration 9Q: 3 clusters Score -1119332 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1119481.375000 Penalty: 3116.864014
	Iteration 10Q: 3 clusters Score -1119481 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1119621.625000 Penalty: 3116.864014
	Iteration 11Q: 3 clusters Score -1119622 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1119755.250000 Penalty: 3116.864014
	Iteration 12Q: 3 clusters Score -1119755 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1119876.750000 Penalty: 3116.864014
	Iteration 13Q: 3 clusters Score -1119877 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1119986.125000 Penalty: 3116.864014
	Iteration 14Q: 3 clusters Score -1119986 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1120079.000000 Penalty: 3116.864014
	Iteration 15Q: 3 clusters Score -1120079 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1120157.375000 Penalty: 3116.864014
	Iteration 16Q: 3 clusters Score -1120157 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1120229.875000 Penalty: 3116.864014
	Iteration 17Q: 3 clusters Score -1120230 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1120288.500000 Penalty: 3116.864014
	Iteration 18Q: 3 clusters Score -1120288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1120330.125000 Penalty: 3116.864014
	Iteration 19Q: 3 clusters Score -1120330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1120368.500000 Penalty: 3116.864014
	Iteration 20F: 3 clusters Score -1120368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1120396.250000 Penalty: 3116.864014
	Iteration 21Q: 3 clusters Score -1120396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1120409.750000 Penalty: 3116.864014
	Iteration 22Q: 3 clusters Score -1120410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1120427.000000 Penalty: 3116.864014
	Iteration 23Q: 3 clusters Score -1120427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1120440.000000 Penalty: 3116.864014
	Iteration 24Q: 3 clusters Score -1120440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1120454.250000 Penalty: 3116.864014
	Iteration 25Q: 3 clusters Score -1120454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1120459.375000 Penalty: 3116.864014
	Iteration 26Q: 3 clusters Score -1120459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1120469.875000 Penalty: 3116.864014
	Iteration 27Q: 3 clusters Score -1120470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1120478.250000 Penalty: 3116.864014
	Iteration 28Q: 3 clusters Score -1120478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1120483.250000 Penalty: 3116.864014
	Iteration 29Q: 3 clusters Score -1120483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1120486.750000 Penalty: 3116.864014
	Iteration 30Q: 3 clusters Score -1120487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1120487.000000 Penalty: 3116.864014
	Iteration 31Q: 3 clusters Score -1120487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1120488.000000 Penalty: 3116.864014
	Iteration 32Q: 3 clusters Score -1120488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1120487.875000 Penalty: 3116.864014
	Iteration 33Q: 3 clusters Score -1120488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1120490.250000 Penalty: 3116.864014
	Iteration 34Q: 3 clusters Score -1120490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1120494.625000 Penalty: 3116.864014
	Iteration 35Q: 3 clusters Score -1120495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1120496.250000 Penalty: 3116.864014
	Iteration 36Q: 3 clusters Score -1120496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1120494.750000 Penalty: 3116.864014
	Iteration 37Q: 3 clusters Score -1120495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1120496.375000 Penalty: 3116.864014
	Iteration 38Q: 3 clusters Score -1120496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1120499.375000 Penalty: 3116.864014
	Iteration 39Q: 3 clusters Score -1120499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1120498.000000 Penalty: 3116.864014
	Iteration 40F: 3 clusters Score -1120498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1120499.000000 Penalty: 3116.864014
	Iteration 41Q: 3 clusters Score -1120499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1120499.000000 Penalty: 3116.864014
	Iteration 42Q: 3 clusters Score -1120499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1120500.375000 Penalty: 3116.864014
	Iteration 43Q: 3 clusters Score -1120500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1120501.625000 Penalty: 3116.864014
	Iteration 44Q: 3 clusters Score -1120502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1120500.625000 Penalty: 3116.864014
	Iteration 45Q: 3 clusters Score -1120501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1120502.500000 Penalty: 3116.864014
	Iteration 46Q: 3 clusters Score -1120502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1120504.500000 Penalty: 3116.864014
	Iteration 47Q: 3 clusters Score -1120504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1120504.500000 Penalty: 3116.864014
	Iteration 48F: 3 clusters Score -1120504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3574 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 12854 members 
Entering Unmasked Estep 
Score: -54380644.000000 Penalty: 60951.093750
Splitting cluster 18 changes total score from -54365632.000000 to -54380644.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -380204.218750 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -380204.2 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 2555 members 
Entering Unmasked Estep 
Score: -376238.250000 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -376238.2 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -377867.593750 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -377867.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -378456.343750 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -378456.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378874.968750 Penalty: 2779.330811
	Iteration 3F: 3 clusters Score -378875 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -379170.625000 Penalty: 2779.330811
	Iteration 4F: 3 clusters Score -379170.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -379398.687500 Penalty: 2779.330811
	Iteration 5Q: 3 clusters Score -379398.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -379627.843750 Penalty: 2779.330811
	Iteration 6Q: 3 clusters Score -379627.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -379875.687500 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -379875.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -380182.187500 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -380182.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -380625.906250 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -380625.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -381240.937500 Penalty: 2779.330811
	Iteration 10F: 3 clusters Score -381240.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -382110.062500 Penalty: 2779.330811
	Iteration 11F: 3 clusters Score -382110.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -383559.500000 Penalty: 2779.330811
	Iteration 12F: 3 clusters Score -383559.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -385265.281250 Penalty: 2779.330811
	Iteration 13F: 3 clusters Score -385265.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -386379.781250 Penalty: 2779.330811
	Iteration 14F: 3 clusters Score -386379.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -387063.312500 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -387063.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -387479.062500 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -387479.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -387514.125000 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -387514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -387516.781250 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -387516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -387518.093750 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -387518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -387517.937500 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -387517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 16336 members 
Mstep: Class 23 contains 68287 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 3574 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 1850 members 
Entering Unmasked Estep 
Score: -54387176.000000 Penalty: 63127.917969
Splitting cluster 19 changes total score from -54365632.000000 to -54387176.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (11521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Entering Unmasked Estep 
Score: -998199.062500 Penalty: 1519.688110
	Iteration 0F: 2 clusters Score -998199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -990076.437500 Penalty: 3039.376221
	Iteration 0F: 3 clusters Score -990076.4 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -992809.187500 Penalty: 3039.376221
	Iteration 1F: 3 clusters Score -992809.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -993113.937500 Penalty: 3039.376221
	Iteration 2F: 3 clusters Score -993113.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -993336.125000 Penalty: 3039.376221
	Iteration 3Q: 3 clusters Score -993336.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -993498.500000 Penalty: 3039.376221
	Iteration 4Q: 3 clusters Score -993498.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -993652.687500 Penalty: 3039.376221
	Iteration 5Q: 3 clusters Score -993652.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -993827.937500 Penalty: 3039.376221
	Iteration 6Q: 3 clusters Score -993827.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -994063.562500 Penalty: 3039.376221
	Iteration 7Q: 3 clusters Score -994063.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -994377.875000 Penalty: 3039.376221
	Iteration 8Q: 3 clusters Score -994377.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -994691.875000 Penalty: 3039.376221
	Iteration 9Q: 3 clusters Score -994691.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -994992.937500 Penalty: 3039.376221
	Iteration 10Q: 3 clusters Score -994992.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -995270.250000 Penalty: 3039.376221
	Iteration 11Q: 3 clusters Score -995270.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -995457.500000 Penalty: 3039.376221
	Iteration 12Q: 3 clusters Score -995457.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -995597.062500 Penalty: 3039.376221
	Iteration 13Q: 3 clusters Score -995597.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -995698.937500 Penalty: 3039.376221
	Iteration 14Q: 3 clusters Score -995698.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -995762.250000 Penalty: 3039.376221
	Iteration 15Q: 3 clusters Score -995762.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -995815.312500 Penalty: 3039.376221
	Iteration 16Q: 3 clusters Score -995815.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -995877.687500 Penalty: 3039.376221
	Iteration 17Q: 3 clusters Score -995877.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -995943.375000 Penalty: 3039.376221
	Iteration 18Q: 3 clusters Score -995943.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -996012.937500 Penalty: 3039.376221
	Iteration 19Q: 3 clusters Score -996012.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -996065.125000 Penalty: 3039.376221
	Iteration 20F: 3 clusters Score -996065.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -996116.250000 Penalty: 3039.376221
	Iteration 21Q: 3 clusters Score -996116.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -996183.437500 Penalty: 3039.376221
	Iteration 22Q: 3 clusters Score -996183.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -996238.250000 Penalty: 3039.376221
	Iteration 23Q: 3 clusters Score -996238.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -996302.812500 Penalty: 3039.376221
	Iteration 24Q: 3 clusters Score -996302.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -996365.937500 Penalty: 3039.376221
	Iteration 25Q: 3 clusters Score -996365.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -996420.687500 Penalty: 3039.376221
	Iteration 26Q: 3 clusters Score -996420.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -996465.812500 Penalty: 3039.376221
	Iteration 27Q: 3 clusters Score -996465.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -996508.437500 Penalty: 3039.376221
	Iteration 28Q: 3 clusters Score -996508.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -996550.750000 Penalty: 3039.376221
	Iteration 29Q: 3 clusters Score -996550.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -996592.875000 Penalty: 3039.376221
	Iteration 30Q: 3 clusters Score -996592.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -996621.187500 Penalty: 3039.376221
	Iteration 31Q: 3 clusters Score -996621.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -996655.937500 Penalty: 3039.376221
	Iteration 32Q: 3 clusters Score -996655.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -996680.062500 Penalty: 3039.376221
	Iteration 33Q: 3 clusters Score -996680.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -996696.750000 Penalty: 3039.376221
	Iteration 34Q: 3 clusters Score -996696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -996716.562500 Penalty: 3039.376221
	Iteration 35Q: 3 clusters Score -996716.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -996731.875000 Penalty: 3039.376221
	Iteration 36Q: 3 clusters Score -996731.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -996739.500000 Penalty: 3039.376221
	Iteration 37Q: 3 clusters Score -996739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -996747.000000 Penalty: 3039.376221
	Iteration 38Q: 3 clusters Score -996747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -996755.000000 Penalty: 3039.376221
	Iteration 39Q: 3 clusters Score -996755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -996762.375000 Penalty: 3039.376221
	Iteration 40F: 3 clusters Score -996762.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -996771.687500 Penalty: 3039.376221
	Iteration 41Q: 3 clusters Score -996771.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -996777.687500 Penalty: 3039.376221
	Iteration 42Q: 3 clusters Score -996777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -996784.125000 Penalty: 3039.376221
	Iteration 43Q: 3 clusters Score -996784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -996787.562500 Penalty: 3039.376221
	Iteration 44Q: 3 clusters Score -996787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -996795.250000 Penalty: 3039.376221
	Iteration 45Q: 3 clusters Score -996795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -996797.250000 Penalty: 3039.376221
	Iteration 46Q: 3 clusters Score -996797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -996800.000000 Penalty: 3039.376221
	Iteration 47Q: 3 clusters Score -996800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -996803.437500 Penalty: 3039.376221
	Iteration 48Q: 3 clusters Score -996803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -996811.625000 Penalty: 3039.376221
	Iteration 49Q: 3 clusters Score -996811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -996818.312500 Penalty: 3039.376221
	Iteration 50Q: 3 clusters Score -996818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -996820.937500 Penalty: 3039.376221
	Iteration 51Q: 3 clusters Score -996820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -996823.875000 Penalty: 3039.376221
	Iteration 52Q: 3 clusters Score -996823.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -996826.125000 Penalty: 3039.376221
	Iteration 53Q: 3 clusters Score -996826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -996830.000000 Penalty: 3039.376221
	Iteration 54Q: 3 clusters Score -996830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -996832.687500 Penalty: 3039.376221
	Iteration 55Q: 3 clusters Score -996832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -996834.812500 Penalty: 3039.376221
	Iteration 56Q: 3 clusters Score -996834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -996839.687500 Penalty: 3039.376221
	Iteration 57Q: 3 clusters Score -996839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -996840.750000 Penalty: 3039.376221
	Iteration 58Q: 3 clusters Score -996840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -996843.625000 Penalty: 3039.376221
	Iteration 59Q: 3 clusters Score -996843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -996847.250000 Penalty: 3039.376221
	Iteration 60F: 3 clusters Score -996847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -996846.750000 Penalty: 3039.376221
	Iteration 61Q: 3 clusters Score -996846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -996846.750000 Penalty: 3039.376221
	Iteration 62F: 3 clusters Score -996846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 148633 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 11063 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 213132 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 11521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54392440.000000 Penalty: 63127.917969
Iteration 39Q: 30 clusters Score -5.439244e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 13811 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 149598 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 22187 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 213192 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 21398 members 
Mstep: Class 17 contains 13132 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 11777 members 
Mstep: Class 21 contains 6551 members 
Mstep: Class 22 contains 15901 members 
Mstep: Class 23 contains 67364 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 3205 members 
Mstep: Class 27 contains 2809 members 
Mstep: Class 28 contains 12356 members 
Mstep: Class 29 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54397944.000000 Penalty: 63127.917969
Iteration 40F: 30 clusters Score -5.439794e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 13721 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 149776 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 22003 members 
Mstep: Class 9 contains 10958 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 212028 members 
Mstep: Class 12 contains 5645 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 27695 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 21298 members 
Mstep: Class 17 contains 12591 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 3471 members 
Mstep: Class 20 contains 11727 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 15979 members 
Mstep: Class 23 contains 68002 members 
Mstep: Class 24 contains 2027 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 3335 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 13210 members 
Mstep: Class 29 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54400336.000000 Penalty: 63127.917969
Iteration 41Q: 30 clusters Score -5.440034e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 150144 members 
Mstep: Class 7 contains 5727 members 
Mstep: Class 8 contains 21790 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4833 members 
Mstep: Class 11 contains 211125 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 3950 members 
Mstep: Class 14 contains 27792 members 
Mstep: Class 15 contains 7456 members 
Mstep: Class 16 contains 21250 members 
Mstep: Class 17 contains 12033 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 11723 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 15949 members 
Mstep: Class 23 contains 68361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 3910 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 13840 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54401912.000000 Penalty: 63127.917969
Iteration 42Q: 30 clusters Score -5.440191e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 4456 members 
Mstep: Class 6 contains 150635 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 210444 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 27873 members 
Mstep: Class 15 contains 7427 members 
Mstep: Class 16 contains 21207 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 15870 members 
Mstep: Class 23 contains 68599 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 3256 members 
Mstep: Class 28 contains 14302 members 
Mstep: Class 29 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54403348.000000 Penalty: 63127.917969
Iteration 43Q: 30 clusters Score -5.440335e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12288 members 
Mstep: Class 3 contains 13677 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 151182 members 
Mstep: Class 7 contains 5898 members 
Mstep: Class 8 contains 21410 members 
Mstep: Class 9 contains 10822 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 209941 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 27929 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 21166 members 
Mstep: Class 17 contains 10840 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 15764 members 
Mstep: Class 23 contains 68780 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 4164 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 14647 members 
Mstep: Class 29 contains 1751 members 
Entering Unmasked Estep 
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Iteration 44Q: 30 clusters Score -5.440462e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12314 members 
Mstep: Class 3 contains 13702 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 151780 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 8 contains 21233 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 209515 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 27963 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 21131 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 11799 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 15654 members 
Mstep: Class 23 contains 68926 members 
Mstep: Class 24 contains 2019 members 
Mstep: Class 25 contains 4250 members 
Mstep: Class 26 contains 3822 members 
Mstep: Class 27 contains 3413 members 
Mstep: Class 28 contains 14945 members 
Mstep: Class 29 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405408.000000 Penalty: 63127.917969
Iteration 45Q: 30 clusters Score -5.440541e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12326 members 
Mstep: Class 3 contains 13731 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 152403 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 21064 members 
Mstep: Class 9 contains 10767 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 209169 members 
Mstep: Class 12 contains 4880 members 
Mstep: Class 13 contains 4074 members 
Mstep: Class 14 contains 27973 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 17 contains 9622 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 15550 members 
Mstep: Class 23 contains 69050 members 
Mstep: Class 24 contains 2023 members 
Mstep: Class 25 contains 4335 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 3483 members 
Mstep: Class 28 contains 15156 members 
Mstep: Class 29 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 30 clusters Score -5.440612e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 13767 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 6 contains 153068 members 
Mstep: Class 7 contains 6052 members 
Mstep: Class 8 contains 20909 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 208874 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 13 contains 4109 members 
Mstep: Class 14 contains 27983 members 
Mstep: Class 15 contains 7378 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 9047 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 11838 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 15465 members 
Mstep: Class 23 contains 69141 members 
Mstep: Class 24 contains 2033 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 15336 members 
Mstep: Class 29 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406748.000000 Penalty: 63127.917969
Iteration 47Q: 30 clusters Score -5.440675e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 13771 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 153720 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 20771 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 208647 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 28006 members 
Mstep: Class 15 contains 7378 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 8502 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 7000 members 
Mstep: Class 22 contains 15391 members 
Mstep: Class 23 contains 69223 members 
Mstep: Class 24 contains 2044 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 3997 members 
Mstep: Class 27 contains 3582 members 
Mstep: Class 28 contains 15451 members 
Mstep: Class 29 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407296.000000 Penalty: 63127.917969
Iteration 48Q: 30 clusters Score -5.44073e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 13788 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 154340 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 20653 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 208461 members 
Mstep: Class 12 contains 4604 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 28012 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 20882 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 11844 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 15300 members 
Mstep: Class 23 contains 69275 members 
Mstep: Class 24 contains 2057 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 3609 members 
Mstep: Class 28 contains 15569 members 
Mstep: Class 29 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407780.000000 Penalty: 63127.917969
Iteration 49Q: 30 clusters Score -5.440778e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 13789 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 154977 members 
Mstep: Class 7 contains 6102 members 
Mstep: Class 8 contains 20547 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 208329 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 28011 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 20837 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 1838 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 15233 members 
Mstep: Class 23 contains 69322 members 
Mstep: Class 24 contains 2062 members 
Mstep: Class 25 contains 4589 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408492.000000 Penalty: 63127.917969
Iteration 50Q: 30 clusters Score -5.440849e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 155569 members 
Mstep: Class 7 contains 6114 members 
Mstep: Class 8 contains 20446 members 
Mstep: Class 9 contains 10569 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 208219 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 20774 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 15165 members 
Mstep: Class 23 contains 69375 members 
Mstep: Class 24 contains 2072 members 
Mstep: Class 25 contains 4640 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 15709 members 
Mstep: Class 29 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409036.000000 Penalty: 63127.917969
Iteration 51Q: 30 clusters Score -5.440904e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 13740 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 156095 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 20354 members 
Mstep: Class 9 contains 10491 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 208129 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 27995 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 20730 members 
Mstep: Class 17 contains 6689 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 69399 members 
Mstep: Class 24 contains 2078 members 
Mstep: Class 25 contains 4688 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 3668 members 
Mstep: Class 28 contains 15765 members 
Mstep: Class 29 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409364.000000 Penalty: 63127.917969
Iteration 52Q: 30 clusters Score -5.440936e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 156529 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 20296 members 
Mstep: Class 9 contains 10411 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 208067 members 
Mstep: Class 12 contains 4364 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 27996 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 20693 members 
Mstep: Class 17 contains 6407 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 15010 members 
Mstep: Class 23 contains 69409 members 
Mstep: Class 24 contains 2085 members 
Mstep: Class 25 contains 4732 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 3681 members 
Mstep: Class 28 contains 15816 members 
Mstep: Class 29 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409588.000000 Penalty: 63127.917969
Iteration 53Q: 30 clusters Score -5.440959e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12373 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 4 contains 5313 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 156883 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 20248 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 208023 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 28009 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 20668 members 
Mstep: Class 17 contains 6207 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 69406 members 
Mstep: Class 24 contains 2096 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 15853 members 
Mstep: Class 29 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409952.000000 Penalty: 63127.917969
Iteration 54Q: 30 clusters Score -5.440995e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 13690 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 157199 members 
Mstep: Class 7 contains 6146 members 
Mstep: Class 8 contains 20205 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 207974 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 28022 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 20647 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 11819 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 14922 members 
Mstep: Class 23 contains 69389 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 3706 members 
Mstep: Class 28 contains 15862 members 
Mstep: Class 29 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410184.000000 Penalty: 63127.917969
Iteration 55Q: 30 clusters Score -5.441018e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12380 members 
Mstep: Class 3 contains 13679 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 157459 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 20158 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 207931 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 28039 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 20627 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 14877 members 
Mstep: Class 23 contains 69367 members 
Mstep: Class 24 contains 2108 members 
Mstep: Class 25 contains 4823 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 3716 members 
Mstep: Class 28 contains 15881 members 
Mstep: Class 29 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 30 clusters Score -5.441047e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13653 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 157674 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 20115 members 
Mstep: Class 9 contains 9991 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 207891 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 28031 members 
Mstep: Class 15 contains 7376 members 
Mstep: Class 16 contains 20598 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 14828 members 
Mstep: Class 23 contains 69347 members 
Mstep: Class 24 contains 2112 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 15910 members 
Mstep: Class 29 contains 1987 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -5.441066e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13632 members 
Mstep: Class 4 contains 5495 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 157828 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 9913 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 207847 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 28021 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 20572 members 
Mstep: Class 17 contains 5959 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 14776 members 
Mstep: Class 23 contains 69337 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 4888 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 3728 members 
Mstep: Class 28 contains 15960 members 
Mstep: Class 29 contains 1991 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -5.441088e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 13600 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 157964 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 20043 members 
Mstep: Class 9 contains 9828 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 207828 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 28024 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 20551 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 1862 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 11808 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 14748 members 
Mstep: Class 23 contains 69336 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 4919 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 15992 members 
Mstep: Class 29 contains 1994 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -5.441081e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 5568 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 158074 members 
Mstep: Class 7 contains 6158 members 
Mstep: Class 8 contains 20017 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 4748 members 
Mstep: Class 11 contains 207818 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 28028 members 
Mstep: Class 15 contains 7375 members 
Mstep: Class 16 contains 20525 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 11808 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 14718 members 
Mstep: Class 23 contains 69331 members 
Mstep: Class 24 contains 2121 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 4088 members 
Mstep: Class 27 contains 3744 members 
Mstep: Class 28 contains 16015 members 
Mstep: Class 29 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411292.000000 Penalty: 63127.917969
Iteration 60F: 30 clusters Score -5.441129e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13526 members 
Mstep: Class 4 contains 5611 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 158156 members 
Mstep: Class 7 contains 6161 members 
Mstep: Class 8 contains 20001 members 
Mstep: Class 9 contains 9683 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 207809 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 28016 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 20508 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 4018 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14672 members 
Mstep: Class 23 contains 69314 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 16047 members 
Mstep: Class 29 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411744.000000 Penalty: 63127.917969
Iteration 61Q: 30 clusters Score -5.441174e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 158238 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 19986 members 
Mstep: Class 9 contains 9618 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 207783 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 28006 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 20474 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14627 members 
Mstep: Class 23 contains 69297 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 3754 members 
Mstep: Class 28 contains 16100 members 
Mstep: Class 29 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411784.000000 Penalty: 63127.917969
Iteration 62Q: 30 clusters Score -5.441178e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13512 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 158305 members 
Mstep: Class 7 contains 6171 members 
Mstep: Class 8 contains 19965 members 
Mstep: Class 9 contains 9554 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 207751 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 20419 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14562 members 
Mstep: Class 23 contains 69298 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 4047 members 
Mstep: Class 27 contains 3760 members 
Mstep: Class 28 contains 16142 members 
Mstep: Class 29 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411884.000000 Penalty: 63127.917969
Iteration 63Q: 30 clusters Score -5.441188e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 158362 members 
Mstep: Class 7 contains 6177 members 
Mstep: Class 8 contains 19945 members 
Mstep: Class 9 contains 9495 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 207728 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 27993 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 20382 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 1986 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 11828 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 14520 members 
Mstep: Class 23 contains 69281 members 
Mstep: Class 24 contains 2129 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 4048 members 
Mstep: Class 27 contains 3765 members 
Mstep: Class 28 contains 16178 members 
Mstep: Class 29 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412044.000000 Penalty: 63127.917969
Iteration 64Q: 30 clusters Score -5.441204e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 13455 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 158403 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19933 members 
Mstep: Class 9 contains 9424 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 207698 members 
Mstep: Class 12 contains 4003 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 27985 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 20334 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 14471 members 
Mstep: Class 23 contains 69265 members 
Mstep: Class 24 contains 2134 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 3771 members 
Mstep: Class 28 contains 16231 members 
Mstep: Class 29 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412320.000000 Penalty: 63127.917969
Iteration 65Q: 30 clusters Score -5.441232e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13448 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 158439 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19919 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 207669 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 27973 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 20301 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 11856 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 14410 members 
Mstep: Class 23 contains 69252 members 
Mstep: Class 24 contains 2142 members 
Mstep: Class 25 contains 5054 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 3771 members 
Mstep: Class 28 contains 16280 members 
Mstep: Class 29 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412364.000000 Penalty: 63127.917969
Iteration 66Q: 30 clusters Score -5.441236e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 13438 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 158489 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19903 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 207645 members 
Mstep: Class 12 contains 3964 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 27958 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14336 members 
Mstep: Class 23 contains 69235 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 5079 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 16313 members 
Mstep: Class 29 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412568.000000 Penalty: 63127.917969
Iteration 67Q: 30 clusters Score -5.441257e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 13437 members 
Mstep: Class 4 contains 6010 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 158528 members 
Mstep: Class 7 contains 6181 members 
Mstep: Class 8 contains 19892 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 4759 members 
Mstep: Class 11 contains 207630 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 27955 members 
Mstep: Class 15 contains 7382 members 
Mstep: Class 16 contains 20288 members 
Mstep: Class 17 contains 6494 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 11883 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14260 members 
Mstep: Class 23 contains 69205 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 5099 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 3782 members 
Mstep: Class 28 contains 16346 members 
Mstep: Class 29 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412580.000000 Penalty: 63127.917969
Iteration 68Q: 30 clusters Score -5.441258e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 13435 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 158563 members 
Mstep: Class 7 contains 6183 members 
Mstep: Class 8 contains 19883 members 
Mstep: Class 9 contains 9138 members 
Mstep: Class 10 contains 4759 members 
Mstep: Class 11 contains 207615 members 
Mstep: Class 12 contains 3922 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 27954 members 
Mstep: Class 15 contains 7389 members 
Mstep: Class 16 contains 20267 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 69185 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 5119 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 16389 members 
Mstep: Class 29 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412692.000000 Penalty: 63127.917969
Iteration 69Q: 30 clusters Score -5.441269e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 6127 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 158582 members 
Mstep: Class 7 contains 6184 members 
Mstep: Class 8 contains 19873 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 207593 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 4283 members 
Mstep: Class 14 contains 27937 members 
Mstep: Class 15 contains 7396 members 
Mstep: Class 16 contains 20243 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14144 members 
Mstep: Class 23 contains 69173 members 
Mstep: Class 24 contains 2171 members 
Mstep: Class 25 contains 5140 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 16423 members 
Mstep: Class 29 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412772.000000 Penalty: 63127.917969
Iteration 70Q: 30 clusters Score -5.441277e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12374 members 
Mstep: Class 3 contains 13449 members 
Mstep: Class 4 contains 6190 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 158589 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19864 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 207587 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 27934 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 20233 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 11919 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14058 members 
Mstep: Class 23 contains 69141 members 
Mstep: Class 24 contains 2176 members 
Mstep: Class 25 contains 5159 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 16447 members 
Mstep: Class 29 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412868.000000 Penalty: 63127.917969
Iteration 71Q: 30 clusters Score -5.441287e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 158591 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19858 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 207590 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 27933 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 20220 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13954 members 
Mstep: Class 23 contains 69124 members 
Mstep: Class 24 contains 2182 members 
Mstep: Class 25 contains 5177 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 16465 members 
Mstep: Class 29 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412988.000000 Penalty: 63127.917969
Iteration 72Q: 30 clusters Score -5.441299e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12373 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 6375 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 158598 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19852 members 
Mstep: Class 9 contains 8965 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 207599 members 
Mstep: Class 12 contains 3862 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 27940 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 20200 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 4110 members 
Mstep: Class 20 contains 11940 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13850 members 
Mstep: Class 23 contains 69093 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 5194 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 16475 members 
Mstep: Class 29 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412968.000000 Penalty: 63127.917969
Iteration 73Q: 30 clusters Score -5.441297e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 3616 members 
Mstep: Class 6 contains 158597 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19849 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 207598 members 
Mstep: Class 12 contains 3848 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 27948 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 20180 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13766 members 
Mstep: Class 23 contains 69081 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 5213 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 3806 members 
Mstep: Class 28 contains 16487 members 
Mstep: Class 29 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413284.000000 Penalty: 63127.917969
Iteration 74Q: 30 clusters Score -5.441328e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12378 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 158584 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 207594 members 
Mstep: Class 12 contains 3832 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 27954 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 20172 members 
Mstep: Class 17 contains 6904 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 4134 members 
Mstep: Class 20 contains 11950 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13662 members 
Mstep: Class 23 contains 69092 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 16515 members 
Mstep: Class 29 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413416.000000 Penalty: 63127.917969
Iteration 75Q: 30 clusters Score -5.441342e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12377 members 
Mstep: Class 3 contains 13458 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 158561 members 
Mstep: Class 7 contains 6186 members 
Mstep: Class 8 contains 19841 members 
Mstep: Class 9 contains 8871 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 207603 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 27949 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 16 contains 20158 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 11953 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13592 members 
Mstep: Class 23 contains 69112 members 
Mstep: Class 24 contains 2195 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 3813 members 
Mstep: Class 28 contains 16542 members 
Mstep: Class 29 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413444.000000 Penalty: 63127.917969
Iteration 76Q: 30 clusters Score -5.441344e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 158540 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 19829 members 
Mstep: Class 9 contains 8840 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 207619 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 27945 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 16 contains 20139 members 
Mstep: Class 17 contains 7008 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 11961 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 13537 members 
Mstep: Class 23 contains 69107 members 
Mstep: Class 24 contains 2202 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 3819 members 
Mstep: Class 28 contains 16557 members 
Mstep: Class 29 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413588.000000 Penalty: 63127.917969
Iteration 77Q: 30 clusters Score -5.441359e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 13433 members 
Mstep: Class 4 contains 6691 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 158528 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19821 members 
Mstep: Class 9 contains 8812 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 207613 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 27935 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 11966 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 69104 members 
Mstep: Class 24 contains 2209 members 
Mstep: Class 25 contains 5317 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 16577 members 
Mstep: Class 29 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413860.000000 Penalty: 63127.917969
Iteration 78Q: 30 clusters Score -5.441386e+07 nChanged 586
Entering ConstructFrom: 
Score: -54413860.000000 Penalty: 63127.917969
Entering ConstructFrom: 
Trying to split cluster 1 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -254130.718750 Penalty: 1309.683716
	Iteration 0F: 2 clusters Score -254130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -251291.390625 Penalty: 2619.367432
	Iteration 0F: 3 clusters Score -251291.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -252021.265625 Penalty: 2619.367432
	Iteration 1F: 3 clusters Score -252021.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -252188.000000 Penalty: 2619.367432
	Iteration 2F: 3 clusters Score -252188 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -252346.921875 Penalty: 2619.367432
	Iteration 3F: 3 clusters Score -252346.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -252495.781250 Penalty: 2619.367432
	Iteration 4F: 3 clusters Score -252495.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -252618.890625 Penalty: 2619.367432
	Iteration 5F: 3 clusters Score -252618.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -252734.062500 Penalty: 2619.367432
	Iteration 6Q: 3 clusters Score -252734.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -252853.390625 Penalty: 2619.367432
	Iteration 7Q: 3 clusters Score -252853.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -252988.437500 Penalty: 2619.367432
	Iteration 8Q: 3 clusters Score -252988.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -253098.187500 Penalty: 2619.367432
	Iteration 9Q: 3 clusters Score -253098.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -253181.906250 Penalty: 2619.367432
	Iteration 10Q: 3 clusters Score -253181.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -253237.250000 Penalty: 2619.367432
	Iteration 11Q: 3 clusters Score -253237.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -253270.515625 Penalty: 2619.367432
	Iteration 12Q: 3 clusters Score -253270.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -253298.359375 Penalty: 2619.367432
	Iteration 13Q: 3 clusters Score -253298.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -253311.578125 Penalty: 2619.367432
	Iteration 14Q: 3 clusters Score -253311.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -253320.125000 Penalty: 2619.367432
	Iteration 15Q: 3 clusters Score -253320.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -253326.609375 Penalty: 2619.367432
	Iteration 16Q: 3 clusters Score -253326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -253332.546875 Penalty: 2619.367432
	Iteration 17Q: 3 clusters Score -253332.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -253337.171875 Penalty: 2619.367432
	Iteration 18Q: 3 clusters Score -253337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -253340.750000 Penalty: 2619.367432
	Iteration 19Q: 3 clusters Score -253340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -253343.656250 Penalty: 2619.367432
	Iteration 20F: 3 clusters Score -253343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -253345.250000 Penalty: 2619.367432
	Iteration 21Q: 3 clusters Score -253345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -253346.093750 Penalty: 2619.367432
	Iteration 22Q: 3 clusters Score -253346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -253346.203125 Penalty: 2619.367432
	Iteration 23Q: 3 clusters Score -253346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -253346.203125 Penalty: 2619.367432
	Iteration 24F: 3 clusters Score -253346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -1037547.062500 Penalty: 1531.557251
	Iteration 0F: 2 clusters Score -1037547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1029003.875000 Penalty: 3063.114502
	Iteration 0F: 3 clusters Score -1029004 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1031928.500000 Penalty: 3063.114502
	Iteration 1F: 3 clusters Score -1031928 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1032335.687500 Penalty: 3063.114502
	Iteration 2F: 3 clusters Score -1032336 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1032760.062500 Penalty: 3063.114502
	Iteration 3F: 3 clusters Score -1032760 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1033213.000000 Penalty: 3063.114502
	Iteration 4F: 3 clusters Score -1033213 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1033700.750000 Penalty: 3063.114502
	Iteration 5F: 3 clusters Score -1033701 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1034241.500000 Penalty: 3063.114502
	Iteration 6F: 3 clusters Score -1034242 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1034781.062500 Penalty: 3063.114502
	Iteration 7F: 3 clusters Score -1034781 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1035249.375000 Penalty: 3063.114502
	Iteration 8Q: 3 clusters Score -1035249 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1035598.625000 Penalty: 3063.114502
	Iteration 9Q: 3 clusters Score -1035599 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1035838.375000 Penalty: 3063.114502
	Iteration 10Q: 3 clusters Score -1035838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1035998.250000 Penalty: 3063.114502
	Iteration 11Q: 3 clusters Score -1035998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1036107.687500 Penalty: 3063.114502
	Iteration 12Q: 3 clusters Score -1036108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1036178.750000 Penalty: 3063.114502
	Iteration 13Q: 3 clusters Score -1036179 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1036233.187500 Penalty: 3063.114502
	Iteration 14Q: 3 clusters Score -1036233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1036257.187500 Penalty: 3063.114502
	Iteration 15Q: 3 clusters Score -1036257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1036281.187500 Penalty: 3063.114502
	Iteration 16Q: 3 clusters Score -1036281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1036312.812500 Penalty: 3063.114502
	Iteration 17Q: 3 clusters Score -1036313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1036335.812500 Penalty: 3063.114502
	Iteration 18Q: 3 clusters Score -1036336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1036346.687500 Penalty: 3063.114502
	Iteration 19Q: 3 clusters Score -1036347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1036359.000000 Penalty: 3063.114502
	Iteration 20F: 3 clusters Score -1036359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1036366.500000 Penalty: 3063.114502
	Iteration 21Q: 3 clusters Score -1036366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1036372.937500 Penalty: 3063.114502
	Iteration 22Q: 3 clusters Score -1036373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1036378.375000 Penalty: 3063.114502
	Iteration 23Q: 3 clusters Score -1036378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1036379.500000 Penalty: 3063.114502
	Iteration 24Q: 3 clusters Score -1036380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1036380.375000 Penalty: 3063.114502
	Iteration 25Q: 3 clusters Score -1036380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1036383.000000 Penalty: 3063.114502
	Iteration 26Q: 3 clusters Score -1036383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1036381.937500 Penalty: 3063.114502
	Iteration 27Q: 3 clusters Score -1036382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1036383.000000 Penalty: 3063.114502
	Iteration 28Q: 3 clusters Score -1036383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1036382.750000 Penalty: 3063.114502
	Iteration 29Q: 3 clusters Score -1036383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1036382.750000 Penalty: 3063.114502
	Iteration 30F: 3 clusters Score -1036383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -1059608.375000 Penalty: 1544.445190
	Iteration 0F: 2 clusters Score -1059608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1050207.125000 Penalty: 3088.890381
	Iteration 0F: 3 clusters Score -1050207 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1053374.500000 Penalty: 3088.890381
	Iteration 1F: 3 clusters Score -1053374 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1053824.500000 Penalty: 3088.890381
	Iteration 2F: 3 clusters Score -1053824 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1054364.375000 Penalty: 3088.890381
	Iteration 3F: 3 clusters Score -1054364 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1054923.750000 Penalty: 3088.890381
	Iteration 4F: 3 clusters Score -1054924 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1055483.750000 Penalty: 3088.890381
	Iteration 5F: 3 clusters Score -1055484 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1056028.250000 Penalty: 3088.890381
	Iteration 6F: 3 clusters Score -1056028 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1056481.000000 Penalty: 3088.890381
	Iteration 7F: 3 clusters Score -1056481 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1056825.500000 Penalty: 3088.890381
	Iteration 8Q: 3 clusters Score -1056826 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1057068.375000 Penalty: 3088.890381
	Iteration 9Q: 3 clusters Score -1057068 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1057272.375000 Penalty: 3088.890381
	Iteration 10Q: 3 clusters Score -1057272 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1057434.125000 Penalty: 3088.890381
	Iteration 11Q: 3 clusters Score -1057434 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1057554.875000 Penalty: 3088.890381
	Iteration 12Q: 3 clusters Score -1057555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1057661.250000 Penalty: 3088.890381
	Iteration 13Q: 3 clusters Score -1057661 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1057762.250000 Penalty: 3088.890381
	Iteration 14Q: 3 clusters Score -1057762 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1057840.875000 Penalty: 3088.890381
	Iteration 15Q: 3 clusters Score -1057841 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1057917.375000 Penalty: 3088.890381
	Iteration 16Q: 3 clusters Score -1057917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1057975.625000 Penalty: 3088.890381
	Iteration 17Q: 3 clusters Score -1057976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1058033.000000 Penalty: 3088.890381
	Iteration 18Q: 3 clusters Score -1058033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1058094.375000 Penalty: 3088.890381
	Iteration 19Q: 3 clusters Score -1058094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1058150.625000 Penalty: 3088.890381
	Iteration 20F: 3 clusters Score -1058151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1058204.875000 Penalty: 3088.890381
	Iteration 21Q: 3 clusters Score -1058205 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1058250.625000 Penalty: 3088.890381
	Iteration 22Q: 3 clusters Score -1058251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1058298.000000 Penalty: 3088.890381
	Iteration 23Q: 3 clusters Score -1058298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1058337.125000 Penalty: 3088.890381
	Iteration 24Q: 3 clusters Score -1058337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1058370.875000 Penalty: 3088.890381
	Iteration 25Q: 3 clusters Score -1058371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1058398.500000 Penalty: 3088.890381
	Iteration 26Q: 3 clusters Score -1058398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1058419.125000 Penalty: 3088.890381
	Iteration 27Q: 3 clusters Score -1058419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1058429.875000 Penalty: 3088.890381
	Iteration 28Q: 3 clusters Score -1058430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1058438.000000 Penalty: 3088.890381
	Iteration 29Q: 3 clusters Score -1058438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1058442.500000 Penalty: 3088.890381
	Iteration 30Q: 3 clusters Score -1058442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1058446.000000 Penalty: 3088.890381
	Iteration 31Q: 3 clusters Score -1058446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1058447.250000 Penalty: 3088.890381
	Iteration 32Q: 3 clusters Score -1058447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1058450.875000 Penalty: 3088.890381
	Iteration 33Q: 3 clusters Score -1058451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1058452.125000 Penalty: 3088.890381
	Iteration 34Q: 3 clusters Score -1058452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1058452.125000 Penalty: 3088.890381
	Iteration 35Q: 3 clusters Score -1058452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1058453.750000 Penalty: 3088.890381
	Iteration 36Q: 3 clusters Score -1058454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1058454.500000 Penalty: 3088.890381
	Iteration 37Q: 3 clusters Score -1058454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1058454.625000 Penalty: 3088.890381
	Iteration 38Q: 3 clusters Score -1058455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1058457.125000 Penalty: 3088.890381
	Iteration 39Q: 3 clusters Score -1058457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1058454.750000 Penalty: 3088.890381
	Iteration 40F: 3 clusters Score -1058455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1058456.250000 Penalty: 3088.890381
	Iteration 41Q: 3 clusters Score -1058456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1058459.500000 Penalty: 3088.890381
	Iteration 42Q: 3 clusters Score -1058460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1058459.000000 Penalty: 3088.890381
	Iteration 43Q: 3 clusters Score -1058459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1058461.750000 Penalty: 3088.890381
	Iteration 44Q: 3 clusters Score -1058462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1058465.000000 Penalty: 3088.890381
	Iteration 45Q: 3 clusters Score -1058465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1058464.250000 Penalty: 3088.890381
	Iteration 46Q: 3 clusters Score -1058464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1058463.750000 Penalty: 3088.890381
	Iteration 47Q: 3 clusters Score -1058464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1058465.500000 Penalty: 3088.890381
	Iteration 48Q: 3 clusters Score -1058466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1058466.000000 Penalty: 3088.890381
	Iteration 49Q: 3 clusters Score -1058466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1058467.875000 Penalty: 3088.890381
	Iteration 50Q: 3 clusters Score -1058468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1058467.500000 Penalty: 3088.890381
	Iteration 51Q: 3 clusters Score -1058468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1058469.500000 Penalty: 3088.890381
	Iteration 52Q: 3 clusters Score -1058470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1058470.500000 Penalty: 3088.890381
	Iteration 53Q: 3 clusters Score -1058470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1058470.875000 Penalty: 3088.890381
	Iteration 54Q: 3 clusters Score -1058471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1058469.125000 Penalty: 3088.890381
	Iteration 55Q: 3 clusters Score -1058469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1058471.625000 Penalty: 3088.890381
	Iteration 56Q: 3 clusters Score -1058472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1058471.625000 Penalty: 3088.890381
	Iteration 57F: 3 clusters Score -1058472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -567761.000000 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -567761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -562577.875000 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -562577.9 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -564120.625000 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -564120.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -564334.500000 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -564334.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -564476.750000 Penalty: 2864.753906
	Iteration 3F: 3 clusters Score -564476.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -564573.750000 Penalty: 2864.753906
	Iteration 4Q: 3 clusters Score -564573.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -564643.250000 Penalty: 2864.753906
	Iteration 5Q: 3 clusters Score -564643.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -564697.062500 Penalty: 2864.753906
	Iteration 6Q: 3 clusters Score -564697.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -564749.625000 Penalty: 2864.753906
	Iteration 7Q: 3 clusters Score -564749.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -564790.375000 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -564790.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -564839.500000 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -564839.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -564889.500000 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -564889.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -564941.625000 Penalty: 2864.753906
	Iteration 11Q: 3 clusters Score -564941.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -564998.875000 Penalty: 2864.753906
	Iteration 12Q: 3 clusters Score -564998.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -565048.875000 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -565048.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -565099.250000 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -565099.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -565158.750000 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -565158.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -565223.437500 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -565223.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -565303.187500 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -565303.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -565416.562500 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -565416.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -565557.750000 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -565557.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -565698.625000 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -565698.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -565821.562500 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -565821.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -565917.437500 Penalty: 2864.753906
	Iteration 22Q: 3 clusters Score -565917.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -566000.750000 Penalty: 2864.753906
	Iteration 23Q: 3 clusters Score -566000.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -566093.625000 Penalty: 2864.753906
	Iteration 24Q: 3 clusters Score -566093.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -566180.625000 Penalty: 2864.753906
	Iteration 25Q: 3 clusters Score -566180.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -566251.250000 Penalty: 2864.753906
	Iteration 26Q: 3 clusters Score -566251.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -566321.437500 Penalty: 2864.753906
	Iteration 27Q: 3 clusters Score -566321.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -566386.187500 Penalty: 2864.753906
	Iteration 28Q: 3 clusters Score -566386.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -566443.312500 Penalty: 2864.753906
	Iteration 29Q: 3 clusters Score -566443.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -566495.250000 Penalty: 2864.753906
	Iteration 30Q: 3 clusters Score -566495.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -566540.750000 Penalty: 2864.753906
	Iteration 31Q: 3 clusters Score -566540.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -566592.062500 Penalty: 2864.753906
	Iteration 32Q: 3 clusters Score -566592.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -566629.687500 Penalty: 2864.753906
	Iteration 33Q: 3 clusters Score -566629.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -566665.812500 Penalty: 2864.753906
	Iteration 34Q: 3 clusters Score -566665.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -566692.312500 Penalty: 2864.753906
	Iteration 35Q: 3 clusters Score -566692.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -566712.000000 Penalty: 2864.753906
	Iteration 36Q: 3 clusters Score -566712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -566721.750000 Penalty: 2864.753906
	Iteration 37Q: 3 clusters Score -566721.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -566730.750000 Penalty: 2864.753906
	Iteration 38Q: 3 clusters Score -566730.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -566737.750000 Penalty: 2864.753906
	Iteration 39Q: 3 clusters Score -566737.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -566750.312500 Penalty: 2864.753906
	Iteration 40F: 3 clusters Score -566750.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -566760.562500 Penalty: 2864.753906
	Iteration 41Q: 3 clusters Score -566760.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -566772.312500 Penalty: 2864.753906
	Iteration 42Q: 3 clusters Score -566772.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -566778.250000 Penalty: 2864.753906
	Iteration 43Q: 3 clusters Score -566778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -566782.062500 Penalty: 2864.753906
	Iteration 44Q: 3 clusters Score -566782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -566786.062500 Penalty: 2864.753906
	Iteration 45Q: 3 clusters Score -566786.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -566790.062500 Penalty: 2864.753906
	Iteration 46Q: 3 clusters Score -566790.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -566792.812500 Penalty: 2864.753906
	Iteration 47Q: 3 clusters Score -566792.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -566799.125000 Penalty: 2864.753906
	Iteration 48Q: 3 clusters Score -566799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -566801.312500 Penalty: 2864.753906
	Iteration 49Q: 3 clusters Score -566801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -566803.750000 Penalty: 2864.753906
	Iteration 50Q: 3 clusters Score -566803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -566806.250000 Penalty: 2864.753906
	Iteration 51Q: 3 clusters Score -566806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -566811.625000 Penalty: 2864.753906
	Iteration 52Q: 3 clusters Score -566811.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -566814.437500 Penalty: 2864.753906
	Iteration 53Q: 3 clusters Score -566814.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -566821.250000 Penalty: 2864.753906
	Iteration 54Q: 3 clusters Score -566821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -566826.875000 Penalty: 2864.753906
	Iteration 55Q: 3 clusters Score -566826.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -566832.437500 Penalty: 2864.753906
	Iteration 56Q: 3 clusters Score -566832.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -566834.625000 Penalty: 2864.753906
	Iteration 57Q: 3 clusters Score -566834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -566838.750000 Penalty: 2864.753906
	Iteration 58Q: 3 clusters Score -566838.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -566842.625000 Penalty: 2864.753906
	Iteration 59Q: 3 clusters Score -566842.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -566844.687500 Penalty: 2864.753906
	Iteration 60F: 3 clusters Score -566844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -566848.750000 Penalty: 2864.753906
	Iteration 61Q: 3 clusters Score -566848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -566853.375000 Penalty: 2864.753906
	Iteration 62Q: 3 clusters Score -566853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -566854.312500 Penalty: 2864.753906
	Iteration 63Q: 3 clusters Score -566854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -566857.500000 Penalty: 2864.753906
	Iteration 64Q: 3 clusters Score -566857.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -566862.000000 Penalty: 2864.753906
	Iteration 65Q: 3 clusters Score -566862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -566868.000000 Penalty: 2864.753906
	Iteration 66Q: 3 clusters Score -566868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -566872.125000 Penalty: 2864.753906
	Iteration 67Q: 3 clusters Score -566872.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -566878.000000 Penalty: 2864.753906
	Iteration 68Q: 3 clusters Score -566878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -566883.375000 Penalty: 2864.753906
	Iteration 69Q: 3 clusters Score -566883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -566887.437500 Penalty: 2864.753906
	Iteration 70Q: 3 clusters Score -566887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -566893.437500 Penalty: 2864.753906
	Iteration 71Q: 3 clusters Score -566893.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -566898.687500 Penalty: 2864.753906
	Iteration 72Q: 3 clusters Score -566898.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -566902.000000 Penalty: 2864.753906
	Iteration 73Q: 3 clusters Score -566902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -566906.000000 Penalty: 2864.753906
	Iteration 74Q: 3 clusters Score -566906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -566911.000000 Penalty: 2864.753906
	Iteration 75Q: 3 clusters Score -566911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -566914.625000 Penalty: 2864.753906
	Iteration 76Q: 3 clusters Score -566914.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -566919.187500 Penalty: 2864.753906
	Iteration 77Q: 3 clusters Score -566919.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -566923.312500 Penalty: 2864.753906
	Iteration 78Q: 3 clusters Score -566923.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -566932.437500 Penalty: 2864.753906
	Iteration 79Q: 3 clusters Score -566932.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -566941.625000 Penalty: 2864.753906
	Iteration 80F: 3 clusters Score -566941.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -566949.312500 Penalty: 2864.753906
	Iteration 81Q: 3 clusters Score -566949.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -566953.250000 Penalty: 2864.753906
	Iteration 82Q: 3 clusters Score -566953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -566956.437500 Penalty: 2864.753906
	Iteration 83Q: 3 clusters Score -566956.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -566960.250000 Penalty: 2864.753906
	Iteration 84Q: 3 clusters Score -566960.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -566963.875000 Penalty: 2864.753906
	Iteration 85Q: 3 clusters Score -566963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -566967.750000 Penalty: 2864.753906
	Iteration 86Q: 3 clusters Score -566967.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -566972.375000 Penalty: 2864.753906
	Iteration 87Q: 3 clusters Score -566972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -566974.125000 Penalty: 2864.753906
	Iteration 88Q: 3 clusters Score -566974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -566976.375000 Penalty: 2864.753906
	Iteration 89Q: 3 clusters Score -566976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -566976.062500 Penalty: 2864.753906
	Iteration 90Q: 3 clusters Score -566976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -566977.125000 Penalty: 2864.753906
	Iteration 91Q: 3 clusters Score -566977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -566977.937500 Penalty: 2864.753906
	Iteration 92Q: 3 clusters Score -566977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -566979.187500 Penalty: 2864.753906
	Iteration 93Q: 3 clusters Score -566979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -566979.000000 Penalty: 2864.753906
	Iteration 94Q: 3 clusters Score -566979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -566980.125000 Penalty: 2864.753906
	Iteration 95Q: 3 clusters Score -566980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -566980.250000 Penalty: 2864.753906
	Iteration 96Q: 3 clusters Score -566980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -566980.937500 Penalty: 2864.753906
	Iteration 97Q: 3 clusters Score -566980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -566980.562500 Penalty: 2864.753906
	Iteration 98Q: 3 clusters Score -566980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -566980.187500 Penalty: 2864.753906
	Iteration 99Q: 3 clusters Score -566980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -566980.937500 Penalty: 2864.753906
	Iteration 100F: 3 clusters Score -566980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -566983.437500 Penalty: 2864.753906
	Iteration 101Q: 3 clusters Score -566983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -566985.250000 Penalty: 2864.753906
	Iteration 102Q: 3 clusters Score -566985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -566985.562500 Penalty: 2864.753906
	Iteration 103Q: 3 clusters Score -566985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -566988.000000 Penalty: 2864.753906
	Iteration 104Q: 3 clusters Score -566988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -566990.250000 Penalty: 2864.753906
	Iteration 105Q: 3 clusters Score -566990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -566991.250000 Penalty: 2864.753906
	Iteration 106Q: 3 clusters Score -566991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -566990.937500 Penalty: 2864.753906
	Iteration 107Q: 3 clusters Score -566990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -566993.375000 Penalty: 2864.753906
	Iteration 108Q: 3 clusters Score -566993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -566996.250000 Penalty: 2864.753906
	Iteration 109Q: 3 clusters Score -566996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -566998.062500 Penalty: 2864.753906
	Iteration 110Q: 3 clusters Score -566998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -566999.312500 Penalty: 2864.753906
	Iteration 111Q: 3 clusters Score -566999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -566999.187500 Penalty: 2864.753906
	Iteration 112Q: 3 clusters Score -566999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -566998.937500 Penalty: 2864.753906
	Iteration 113Q: 3 clusters Score -566998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -567000.875000 Penalty: 2864.753906
	Iteration 114Q: 3 clusters Score -567000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -567001.500000 Penalty: 2864.753906
	Iteration 115Q: 3 clusters Score -567001.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -567002.500000 Penalty: 2864.753906
	Iteration 116Q: 3 clusters Score -567002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -567002.875000 Penalty: 2864.753906
	Iteration 117Q: 3 clusters Score -567002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -567003.437500 Penalty: 2864.753906
	Iteration 118Q: 3 clusters Score -567003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -567002.875000 Penalty: 2864.753906
	Iteration 119Q: 3 clusters Score -567002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -567003.000000 Penalty: 2864.753906
	Iteration 120F: 3 clusters Score -567003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -567002.937500 Penalty: 2864.753906
	Iteration 121Q: 3 clusters Score -567002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -567002.937500 Penalty: 2864.753906
	Iteration 122F: 3 clusters Score -567002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -287559.000000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -287559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -284505.781250 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -284505.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -285269.781250 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -285269.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -285422.500000 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -285422.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -285534.875000 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -285534.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -285602.687500 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -285602.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -285653.375000 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -285653.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -285705.531250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -285705.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -285758.843750 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -285758.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -285812.093750 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -285812.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -285869.687500 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -285869.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285926.218750 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -285926.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -285980.500000 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -285980.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -286024.031250 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -286024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -286070.593750 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -286070.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -286121.218750 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -286121.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -286162.468750 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -286162.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -286205.437500 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -286205.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -286252.281250 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -286252.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -286311.406250 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -286311.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -286376.562500 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -286376.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -286421.937500 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -286421.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -286455.093750 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -286455.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -286481.656250 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -286481.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -286505.125000 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -286505.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -286528.000000 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -286528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -286542.218750 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -286542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -286552.968750 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -286553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -286565.687500 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -286565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -286575.937500 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -286575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -286585.062500 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -286585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -286591.937500 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -286591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -286599.187500 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -286599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -286611.625000 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -286611.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -286626.125000 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -286626.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -286642.125000 Penalty: 2652.817871
	Iteration 34Q: 3 clusters Score -286642.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -286654.281250 Penalty: 2652.817871
	Iteration 35Q: 3 clusters Score -286654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -286657.125000 Penalty: 2652.817871
	Iteration 36Q: 3 clusters Score -286657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -286659.937500 Penalty: 2652.817871
	Iteration 37Q: 3 clusters Score -286659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -286662.000000 Penalty: 2652.817871
	Iteration 38Q: 3 clusters Score -286662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -286666.656250 Penalty: 2652.817871
	Iteration 39Q: 3 clusters Score -286666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -286671.718750 Penalty: 2652.817871
	Iteration 40F: 3 clusters Score -286671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -286676.593750 Penalty: 2652.817871
	Iteration 41Q: 3 clusters Score -286676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -286683.062500 Penalty: 2652.817871
	Iteration 42Q: 3 clusters Score -286683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -286687.343750 Penalty: 2652.817871
	Iteration 43Q: 3 clusters Score -286687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -286690.500000 Penalty: 2652.817871
	Iteration 44Q: 3 clusters Score -286690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -286692.062500 Penalty: 2652.817871
	Iteration 45Q: 3 clusters Score -286692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -286696.250000 Penalty: 2652.817871
	Iteration 46Q: 3 clusters Score -286696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -286697.312500 Penalty: 2652.817871
	Iteration 47Q: 3 clusters Score -286697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -286699.937500 Penalty: 2652.817871
	Iteration 48Q: 3 clusters Score -286699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -286700.125000 Penalty: 2652.817871
	Iteration 49Q: 3 clusters Score -286700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -286700.281250 Penalty: 2652.817871
	Iteration 50Q: 3 clusters Score -286700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -286700.781250 Penalty: 2652.817871
	Iteration 51Q: 3 clusters Score -286700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -286701.375000 Penalty: 2652.817871
	Iteration 52Q: 3 clusters Score -286701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -286701.843750 Penalty: 2652.817871
	Iteration 53Q: 3 clusters Score -286701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -286701.843750 Penalty: 2652.817871
	Iteration 54F: 3 clusters Score -286701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Entering Unmasked Estep 
Score: -13702709.000000 Penalty: 1945.716919
	Iteration 0F: 2 clusters Score -1.370271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -13596418.000000 Penalty: 3891.433838
	Iteration 0F: 3 clusters Score -1.359642e+07 nChanged 76630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 77025 members 
Entering Unmasked Estep 
Score: -13641259.000000 Penalty: 3891.433838
	Iteration 1F: 3 clusters Score -1.364126e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -13642017.000000 Penalty: 3891.433838
	Iteration 2Q: 3 clusters Score -1.364202e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -13642985.000000 Penalty: 3891.433838
	Iteration 3Q: 3 clusters Score -1.364298e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -13644519.000000 Penalty: 3891.433838
	Iteration 4Q: 3 clusters Score -1.364452e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -13647359.000000 Penalty: 3891.433838
	Iteration 5Q: 3 clusters Score -1.364736e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -13652166.000000 Penalty: 3891.433838
	Iteration 6F: 3 clusters Score -1.365217e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -13660628.000000 Penalty: 3891.433838
	Iteration 7F: 3 clusters Score -1.366063e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -13672674.000000 Penalty: 3891.433838
	Iteration 8F: 3 clusters Score -1.367267e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -13685157.000000 Penalty: 3891.433838
	Iteration 9F: 3 clusters Score -1.368516e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -13694200.000000 Penalty: 3891.433838
	Iteration 10F: 3 clusters Score -1.36942e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -13698520.000000 Penalty: 3891.433838
	Iteration 11Q: 3 clusters Score -1.369852e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13700098.000000 Penalty: 3891.433838
	Iteration 12Q: 3 clusters Score -1.37001e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13700610.000000 Penalty: 3891.433838
	Iteration 13Q: 3 clusters Score -1.370061e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13700820.000000 Penalty: 3891.433838
	Iteration 14Q: 3 clusters Score -1.370082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13700887.000000 Penalty: 3891.433838
	Iteration 15Q: 3 clusters Score -1.370089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13700910.000000 Penalty: 3891.433838
	Iteration 16Q: 3 clusters Score -1.370091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158300 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13700944.000000 Penalty: 3891.433838
	Iteration 17Q: 3 clusters Score -1.370094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13700973.000000 Penalty: 3891.433838
	Iteration 18Q: 3 clusters Score -1.370097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13700976.000000 Penalty: 3891.433838
	Iteration 19Q: 3 clusters Score -1.370098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13700978.000000 Penalty: 3891.433838
	Iteration 20F: 3 clusters Score -1.370098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13700976.000000 Penalty: 3891.433838
	Iteration 21Q: 3 clusters Score -1.370098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13700982.000000 Penalty: 3891.433838
	Iteration 22Q: 3 clusters Score -1.370098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13700974.000000 Penalty: 3891.433838
	Iteration 23Q: 3 clusters Score -1.370097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158312 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13700981.000000 Penalty: 3891.433838
	Iteration 24Q: 3 clusters Score -1.370098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13700979.000000 Penalty: 3891.433838
	Iteration 25Q: 3 clusters Score -1.370098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13700979.000000 Penalty: 3891.433838
	Iteration 26F: 3 clusters Score -1.370098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Entering Unmasked Estep 
Score: -525829.625000 Penalty: 1418.605835
	Iteration 0F: 2 clusters Score -525829.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -521074.218750 Penalty: 2837.211670
	Iteration 0F: 3 clusters Score -521074.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -522424.312500 Penalty: 2837.211670
	Iteration 1F: 3 clusters Score -522424.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -522626.281250 Penalty: 2837.211670
	Iteration 2F: 3 clusters Score -522626.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -522790.250000 Penalty: 2837.211670
	Iteration 3F: 3 clusters Score -522790.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -522912.593750 Penalty: 2837.211670
	Iteration 4Q: 3 clusters Score -522912.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -522997.500000 Penalty: 2837.211670
	Iteration 5Q: 3 clusters Score -522997.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -523068.593750 Penalty: 2837.211670
	Iteration 6Q: 3 clusters Score -523068.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -523125.625000 Penalty: 2837.211670
	Iteration 7Q: 3 clusters Score -523125.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -523177.750000 Penalty: 2837.211670
	Iteration 8Q: 3 clusters Score -523177.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -523231.812500 Penalty: 2837.211670
	Iteration 9Q: 3 clusters Score -523231.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -523285.593750 Penalty: 2837.211670
	Iteration 10Q: 3 clusters Score -523285.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -523351.843750 Penalty: 2837.211670
	Iteration 11Q: 3 clusters Score -523351.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -523461.281250 Penalty: 2837.211670
	Iteration 12Q: 3 clusters Score -523461.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -523581.312500 Penalty: 2837.211670
	Iteration 13Q: 3 clusters Score -523581.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -523698.031250 Penalty: 2837.211670
	Iteration 14Q: 3 clusters Score -523698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -523810.406250 Penalty: 2837.211670
	Iteration 15Q: 3 clusters Score -523810.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -523928.437500 Penalty: 2837.211670
	Iteration 16Q: 3 clusters Score -523928.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -524044.500000 Penalty: 2837.211670
	Iteration 17Q: 3 clusters Score -524044.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -524150.468750 Penalty: 2837.211670
	Iteration 18Q: 3 clusters Score -524150.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -524251.843750 Penalty: 2837.211670
	Iteration 19Q: 3 clusters Score -524251.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -524353.687500 Penalty: 2837.211670
	Iteration 20F: 3 clusters Score -524353.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -524432.687500 Penalty: 2837.211670
	Iteration 21Q: 3 clusters Score -524432.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -524486.875000 Penalty: 2837.211670
	Iteration 22Q: 3 clusters Score -524486.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -524523.562500 Penalty: 2837.211670
	Iteration 23Q: 3 clusters Score -524523.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -524556.750000 Penalty: 2837.211670
	Iteration 24Q: 3 clusters Score -524556.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -524574.937500 Penalty: 2837.211670
	Iteration 25Q: 3 clusters Score -524574.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -524590.812500 Penalty: 2837.211670
	Iteration 26Q: 3 clusters Score -524590.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -524606.187500 Penalty: 2837.211670
	Iteration 27Q: 3 clusters Score -524606.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -524617.562500 Penalty: 2837.211670
	Iteration 28Q: 3 clusters Score -524617.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -524623.875000 Penalty: 2837.211670
	Iteration 29Q: 3 clusters Score -524623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -524631.812500 Penalty: 2837.211670
	Iteration 30Q: 3 clusters Score -524631.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -524641.250000 Penalty: 2837.211670
	Iteration 31Q: 3 clusters Score -524641.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -524644.875000 Penalty: 2837.211670
	Iteration 32Q: 3 clusters Score -524644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -524649.687500 Penalty: 2837.211670
	Iteration 33Q: 3 clusters Score -524649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -524651.687500 Penalty: 2837.211670
	Iteration 34Q: 3 clusters Score -524651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -524653.437500 Penalty: 2837.211670
	Iteration 35Q: 3 clusters Score -524653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -524653.875000 Penalty: 2837.211670
	Iteration 36Q: 3 clusters Score -524653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -524655.812500 Penalty: 2837.211670
	Iteration 37Q: 3 clusters Score -524655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -524656.687500 Penalty: 2837.211670
	Iteration 38Q: 3 clusters Score -524656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -524659.250000 Penalty: 2837.211670
	Iteration 39Q: 3 clusters Score -524659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -524663.375000 Penalty: 2837.211670
	Iteration 40F: 3 clusters Score -524663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -524665.375000 Penalty: 2837.211670
	Iteration 41Q: 3 clusters Score -524665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -524665.250000 Penalty: 2837.211670
	Iteration 42Q: 3 clusters Score -524665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -524666.750000 Penalty: 2837.211670
	Iteration 43Q: 3 clusters Score -524666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -524667.062500 Penalty: 2837.211670
	Iteration 44Q: 3 clusters Score -524667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -524667.875000 Penalty: 2837.211670
	Iteration 45Q: 3 clusters Score -524667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -524668.000000 Penalty: 2837.211670
	Iteration 46Q: 3 clusters Score -524668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -524668.000000 Penalty: 2837.211670
	Iteration 47F: 3 clusters Score -524668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Entering Unmasked Estep 
Score: -1698537.625000 Penalty: 1607.781982
	Iteration 0F: 2 clusters Score -1698538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1684929.500000 Penalty: 3215.563965
	Iteration 0F: 3 clusters Score -1684930 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1689868.500000 Penalty: 3215.563965
	Iteration 1F: 3 clusters Score -1689868 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1690238.375000 Penalty: 3215.563965
	Iteration 2F: 3 clusters Score -1690238 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1690630.875000 Penalty: 3215.563965
	Iteration 3Q: 3 clusters Score -1690631 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1691084.000000 Penalty: 3215.563965
	Iteration 4Q: 3 clusters Score -1691084 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1691645.625000 Penalty: 3215.563965
	Iteration 5F: 3 clusters Score -1691646 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1692302.625000 Penalty: 3215.563965
	Iteration 6F: 3 clusters Score -1692303 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1693007.000000 Penalty: 3215.563965
	Iteration 7F: 3 clusters Score -1693007 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1693723.250000 Penalty: 3215.563965
	Iteration 8F: 3 clusters Score -1693723 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1694405.375000 Penalty: 3215.563965
	Iteration 9F: 3 clusters Score -1694405 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1695067.500000 Penalty: 3215.563965
	Iteration 10Q: 3 clusters Score -1695068 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1695631.000000 Penalty: 3215.563965
	Iteration 11Q: 3 clusters Score -1695631 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1696097.000000 Penalty: 3215.563965
	Iteration 12Q: 3 clusters Score -1696097 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1696423.375000 Penalty: 3215.563965
	Iteration 13Q: 3 clusters Score -1696423 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1696630.875000 Penalty: 3215.563965
	Iteration 14Q: 3 clusters Score -1696631 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1696774.875000 Penalty: 3215.563965
	Iteration 15Q: 3 clusters Score -1696775 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1696851.625000 Penalty: 3215.563965
	Iteration 16Q: 3 clusters Score -1696852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1696920.000000 Penalty: 3215.563965
	Iteration 17Q: 3 clusters Score -1696920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1696975.875000 Penalty: 3215.563965
	Iteration 18Q: 3 clusters Score -1696976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1697012.125000 Penalty: 3215.563965
	Iteration 19Q: 3 clusters Score -1697012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1697044.500000 Penalty: 3215.563965
	Iteration 20F: 3 clusters Score -1697044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1697081.000000 Penalty: 3215.563965
	Iteration 21Q: 3 clusters Score -1697081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1697109.375000 Penalty: 3215.563965
	Iteration 22Q: 3 clusters Score -1697109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1697124.125000 Penalty: 3215.563965
	Iteration 23Q: 3 clusters Score -1697124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1697140.500000 Penalty: 3215.563965
	Iteration 24Q: 3 clusters Score -1697140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1697151.625000 Penalty: 3215.563965
	Iteration 25Q: 3 clusters Score -1697152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1697165.875000 Penalty: 3215.563965
	Iteration 26Q: 3 clusters Score -1697166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1697174.375000 Penalty: 3215.563965
	Iteration 27Q: 3 clusters Score -1697174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1697179.500000 Penalty: 3215.563965
	Iteration 28Q: 3 clusters Score -1697180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1697183.625000 Penalty: 3215.563965
	Iteration 29Q: 3 clusters Score -1697184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1697181.250000 Penalty: 3215.563965
	Iteration 30Q: 3 clusters Score -1697181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1697184.500000 Penalty: 3215.563965
	Iteration 31Q: 3 clusters Score -1697184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1697188.125000 Penalty: 3215.563965
	Iteration 32Q: 3 clusters Score -1697188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1697187.250000 Penalty: 3215.563965
	Iteration 33Q: 3 clusters Score -1697187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1697192.500000 Penalty: 3215.563965
	Iteration 34Q: 3 clusters Score -1697192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1697193.875000 Penalty: 3215.563965
	Iteration 35Q: 3 clusters Score -1697194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1697196.250000 Penalty: 3215.563965
	Iteration 36Q: 3 clusters Score -1697196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1697195.875000 Penalty: 3215.563965
	Iteration 37Q: 3 clusters Score -1697196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1697197.500000 Penalty: 3215.563965
	Iteration 38Q: 3 clusters Score -1697198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1697200.375000 Penalty: 3215.563965
	Iteration 39Q: 3 clusters Score -1697200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1697201.500000 Penalty: 3215.563965
	Iteration 40F: 3 clusters Score -1697202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1697205.250000 Penalty: 3215.563965
	Iteration 41Q: 3 clusters Score -1697205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1697206.250000 Penalty: 3215.563965
	Iteration 42Q: 3 clusters Score -1697206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1697210.000000 Penalty: 3215.563965
	Iteration 43Q: 3 clusters Score -1697210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1697210.750000 Penalty: 3215.563965
	Iteration 44Q: 3 clusters Score -1697211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1697213.625000 Penalty: 3215.563965
	Iteration 45Q: 3 clusters Score -1697214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1697211.750000 Penalty: 3215.563965
	Iteration 46Q: 3 clusters Score -1697212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1697213.750000 Penalty: 3215.563965
	Iteration 47Q: 3 clusters Score -1697214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1697214.750000 Penalty: 3215.563965
	Iteration 48Q: 3 clusters Score -1697215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1697217.750000 Penalty: 3215.563965
	Iteration 49Q: 3 clusters Score -1697218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1697223.000000 Penalty: 3215.563965
	Iteration 50Q: 3 clusters Score -1697223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1697223.875000 Penalty: 3215.563965
	Iteration 51Q: 3 clusters Score -1697224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1697224.125000 Penalty: 3215.563965
	Iteration 52Q: 3 clusters Score -1697224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1697226.125000 Penalty: 3215.563965
	Iteration 53Q: 3 clusters Score -1697226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1697226.125000 Penalty: 3215.563965
	Iteration 54F: 3 clusters Score -1697226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -736555.375000 Penalty: 1475.704102
	Iteration 0F: 2 clusters Score -736555.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -730118.375000 Penalty: 2951.408203
	Iteration 0F: 3 clusters Score -730118.4 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -732184.437500 Penalty: 2951.408203
	Iteration 1F: 3 clusters Score -732184.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -732432.375000 Penalty: 2951.408203
	Iteration 2F: 3 clusters Score -732432.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -732635.687500 Penalty: 2951.408203
	Iteration 3F: 3 clusters Score -732635.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -732805.250000 Penalty: 2951.408203
	Iteration 4Q: 3 clusters Score -732805.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -732959.500000 Penalty: 2951.408203
	Iteration 5Q: 3 clusters Score -732959.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -733123.187500 Penalty: 2951.408203
	Iteration 6Q: 3 clusters Score -733123.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -733308.000000 Penalty: 2951.408203
	Iteration 7Q: 3 clusters Score -733308 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -733509.500000 Penalty: 2951.408203
	Iteration 8Q: 3 clusters Score -733509.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -733798.625000 Penalty: 2951.408203
	Iteration 9Q: 3 clusters Score -733798.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -734177.625000 Penalty: 2951.408203
	Iteration 10F: 3 clusters Score -734177.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -734565.687500 Penalty: 2951.408203
	Iteration 11F: 3 clusters Score -734565.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -734992.625000 Penalty: 2951.408203
	Iteration 12Q: 3 clusters Score -734992.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -735404.062500 Penalty: 2951.408203
	Iteration 13Q: 3 clusters Score -735404.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -735640.750000 Penalty: 2951.408203
	Iteration 14Q: 3 clusters Score -735640.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -735783.250000 Penalty: 2951.408203
	Iteration 15Q: 3 clusters Score -735783.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -735906.000000 Penalty: 2951.408203
	Iteration 16Q: 3 clusters Score -735906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -735994.250000 Penalty: 2951.408203
	Iteration 17Q: 3 clusters Score -735994.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -736069.687500 Penalty: 2951.408203
	Iteration 18Q: 3 clusters Score -736069.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -736134.875000 Penalty: 2951.408203
	Iteration 19Q: 3 clusters Score -736134.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -736189.187500 Penalty: 2951.408203
	Iteration 20F: 3 clusters Score -736189.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -736225.312500 Penalty: 2951.408203
	Iteration 21Q: 3 clusters Score -736225.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -736260.500000 Penalty: 2951.408203
	Iteration 22Q: 3 clusters Score -736260.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -736291.937500 Penalty: 2951.408203
	Iteration 23Q: 3 clusters Score -736291.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -736319.437500 Penalty: 2951.408203
	Iteration 24Q: 3 clusters Score -736319.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -736338.437500 Penalty: 2951.408203
	Iteration 25Q: 3 clusters Score -736338.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -736354.562500 Penalty: 2951.408203
	Iteration 26Q: 3 clusters Score -736354.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -736367.125000 Penalty: 2951.408203
	Iteration 27Q: 3 clusters Score -736367.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -736380.187500 Penalty: 2951.408203
	Iteration 28Q: 3 clusters Score -736380.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -736392.875000 Penalty: 2951.408203
	Iteration 29Q: 3 clusters Score -736392.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -736398.812500 Penalty: 2951.408203
	Iteration 30Q: 3 clusters Score -736398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -736401.562500 Penalty: 2951.408203
	Iteration 31Q: 3 clusters Score -736401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -736403.125000 Penalty: 2951.408203
	Iteration 32Q: 3 clusters Score -736403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -736403.875000 Penalty: 2951.408203
	Iteration 33Q: 3 clusters Score -736403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -736409.187500 Penalty: 2951.408203
	Iteration 34Q: 3 clusters Score -736409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -736413.125000 Penalty: 2951.408203
	Iteration 35Q: 3 clusters Score -736413.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -736415.375000 Penalty: 2951.408203
	Iteration 36Q: 3 clusters Score -736415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -736414.375000 Penalty: 2951.408203
	Iteration 37Q: 3 clusters Score -736414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -736419.000000 Penalty: 2951.408203
	Iteration 38Q: 3 clusters Score -736419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -736419.750000 Penalty: 2951.408203
	Iteration 39Q: 3 clusters Score -736419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -736420.062500 Penalty: 2951.408203
	Iteration 40F: 3 clusters Score -736420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -736418.687500 Penalty: 2951.408203
	Iteration 41Q: 3 clusters Score -736418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -736420.625000 Penalty: 2951.408203
	Iteration 42Q: 3 clusters Score -736420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -736421.562500 Penalty: 2951.408203
	Iteration 43Q: 3 clusters Score -736421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -736421.750000 Penalty: 2951.408203
	Iteration 44Q: 3 clusters Score -736421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -736420.812500 Penalty: 2951.408203
	Iteration 45Q: 3 clusters Score -736420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -736423.625000 Penalty: 2951.408203
	Iteration 46Q: 3 clusters Score -736423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -736423.562500 Penalty: 2951.408203
	Iteration 47Q: 3 clusters Score -736423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -736425.062500 Penalty: 2951.408203
	Iteration 48Q: 3 clusters Score -736425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -736425.250000 Penalty: 2951.408203
	Iteration 49Q: 3 clusters Score -736425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -736424.625000 Penalty: 2951.408203
	Iteration 50Q: 3 clusters Score -736424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -736424.625000 Penalty: 2951.408203
	Iteration 51F: 3 clusters Score -736424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -398973.906250 Penalty: 1376.901611
	Iteration 0F: 2 clusters Score -398973.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -395156.406250 Penalty: 2753.803223
	Iteration 0F: 3 clusters Score -395156.4 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -396315.687500 Penalty: 2753.803223
	Iteration 1F: 3 clusters Score -396315.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -396598.656250 Penalty: 2753.803223
	Iteration 2F: 3 clusters Score -396598.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396811.312500 Penalty: 2753.803223
	Iteration 3F: 3 clusters Score -396811.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -396992.250000 Penalty: 2753.803223
	Iteration 4F: 3 clusters Score -396992.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -397158.968750 Penalty: 2753.803223
	Iteration 5Q: 3 clusters Score -397159 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -397299.781250 Penalty: 2753.803223
	Iteration 6Q: 3 clusters Score -397299.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -397429.031250 Penalty: 2753.803223
	Iteration 7Q: 3 clusters Score -397429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -397582.656250 Penalty: 2753.803223
	Iteration 8Q: 3 clusters Score -397582.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -397748.968750 Penalty: 2753.803223
	Iteration 9Q: 3 clusters Score -397749 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -397917.781250 Penalty: 2753.803223
	Iteration 10Q: 3 clusters Score -397917.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -398059.125000 Penalty: 2753.803223
	Iteration 11Q: 3 clusters Score -398059.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -398138.406250 Penalty: 2753.803223
	Iteration 12Q: 3 clusters Score -398138.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -398177.437500 Penalty: 2753.803223
	Iteration 13Q: 3 clusters Score -398177.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -398213.218750 Penalty: 2753.803223
	Iteration 14Q: 3 clusters Score -398213.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -398241.500000 Penalty: 2753.803223
	Iteration 15Q: 3 clusters Score -398241.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -398260.062500 Penalty: 2753.803223
	Iteration 16Q: 3 clusters Score -398260.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -398272.125000 Penalty: 2753.803223
	Iteration 17Q: 3 clusters Score -398272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -398279.406250 Penalty: 2753.803223
	Iteration 18Q: 3 clusters Score -398279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -398283.625000 Penalty: 2753.803223
	Iteration 19Q: 3 clusters Score -398283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -398287.875000 Penalty: 2753.803223
	Iteration 20F: 3 clusters Score -398287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -398293.843750 Penalty: 2753.803223
	Iteration 21Q: 3 clusters Score -398293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -398299.437500 Penalty: 2753.803223
	Iteration 22Q: 3 clusters Score -398299.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -398304.468750 Penalty: 2753.803223
	Iteration 23Q: 3 clusters Score -398304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398309.812500 Penalty: 2753.803223
	Iteration 24Q: 3 clusters Score -398309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -398314.687500 Penalty: 2753.803223
	Iteration 25Q: 3 clusters Score -398314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -398319.531250 Penalty: 2753.803223
	Iteration 26Q: 3 clusters Score -398319.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -398324.312500 Penalty: 2753.803223
	Iteration 27Q: 3 clusters Score -398324.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -398326.968750 Penalty: 2753.803223
	Iteration 28Q: 3 clusters Score -398327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -398329.750000 Penalty: 2753.803223
	Iteration 29Q: 3 clusters Score -398329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -398335.468750 Penalty: 2753.803223
	Iteration 30Q: 3 clusters Score -398335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -398336.781250 Penalty: 2753.803223
	Iteration 31Q: 3 clusters Score -398336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -398339.156250 Penalty: 2753.803223
	Iteration 32Q: 3 clusters Score -398339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -398339.156250 Penalty: 2753.803223
	Iteration 33Q: 3 clusters Score -398339.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -398339.156250 Penalty: 2753.803223
	Iteration 34F: 3 clusters Score -398339.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207597 members 
Entering Unmasked Estep 
Score: -17886966.000000 Penalty: 1989.545044
	Iteration 0F: 2 clusters Score -1.788697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -17747064.000000 Penalty: 3979.090088
	Iteration 0F: 3 clusters Score -1.774706e+07 nChanged 100836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -17807338.000000 Penalty: 3979.090088
	Iteration 1F: 3 clusters Score -1.780734e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 107949 members 
Entering Unmasked Estep 
Score: -17809020.000000 Penalty: 3979.090088
	Iteration 2Q: 3 clusters Score -1.780902e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -17811994.000000 Penalty: 3979.090088
	Iteration 3Q: 3 clusters Score -1.781199e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 112178 members 
Entering Unmasked Estep 
Score: -17816306.000000 Penalty: 3979.090088
	Iteration 4Q: 3 clusters Score -1.781631e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -17822458.000000 Penalty: 3979.090088
	Iteration 5F: 3 clusters Score -1.782246e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 119611 members 
Entering Unmasked Estep 
Score: -17830226.000000 Penalty: 3979.090088
	Iteration 6F: 3 clusters Score -1.783023e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -17837994.000000 Penalty: 3979.090088
	Iteration 7F: 3 clusters Score -1.783799e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -17844926.000000 Penalty: 3979.090088
	Iteration 8F: 3 clusters Score -1.784493e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 138109 members 
Entering Unmasked Estep 
Score: -17850444.000000 Penalty: 3979.090088
	Iteration 9Q: 3 clusters Score -1.785044e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -17855264.000000 Penalty: 3979.090088
	Iteration 10Q: 3 clusters Score -1.785526e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -17859642.000000 Penalty: 3979.090088
	Iteration 11Q: 3 clusters Score -1.785964e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -17863292.000000 Penalty: 3979.090088
	Iteration 12Q: 3 clusters Score -1.786329e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -17866516.000000 Penalty: 3979.090088
	Iteration 13Q: 3 clusters Score -1.786652e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -17869442.000000 Penalty: 3979.090088
	Iteration 14Q: 3 clusters Score -1.786944e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -17871826.000000 Penalty: 3979.090088
	Iteration 15Q: 3 clusters Score -1.787183e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -17873712.000000 Penalty: 3979.090088
	Iteration 16Q: 3 clusters Score -1.787371e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 179431 members 
Entering Unmasked Estep 
Score: -17875130.000000 Penalty: 3979.090088
	Iteration 17Q: 3 clusters Score -1.787513e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 181980 members 
Entering Unmasked Estep 
Score: -17876298.000000 Penalty: 3979.090088
	Iteration 18Q: 3 clusters Score -1.78763e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 184247 members 
Entering Unmasked Estep 
Score: -17877250.000000 Penalty: 3979.090088
	Iteration 19Q: 3 clusters Score -1.787725e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 186349 members 
Entering Unmasked Estep 
Score: -17878012.000000 Penalty: 3979.090088
	Iteration 20F: 3 clusters Score -1.787801e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -17878662.000000 Penalty: 3979.090088
	Iteration 21Q: 3 clusters Score -1.787866e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 189981 members 
Entering Unmasked Estep 
Score: -17879268.000000 Penalty: 3979.090088
	Iteration 22Q: 3 clusters Score -1.787927e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 191671 members 
Entering Unmasked Estep 
Score: -17879836.000000 Penalty: 3979.090088
	Iteration 23Q: 3 clusters Score -1.787984e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 193235 members 
Entering Unmasked Estep 
Score: -17880384.000000 Penalty: 3979.090088
	Iteration 24Q: 3 clusters Score -1.788038e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 194707 members 
Entering Unmasked Estep 
Score: -17880852.000000 Penalty: 3979.090088
	Iteration 25Q: 3 clusters Score -1.788085e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 196161 members 
Entering Unmasked Estep 
Score: -17881346.000000 Penalty: 3979.090088
	Iteration 26Q: 3 clusters Score -1.788135e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 197525 members 
Entering Unmasked Estep 
Score: -17881824.000000 Penalty: 3979.090088
	Iteration 27Q: 3 clusters Score -1.788182e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 198851 members 
Entering Unmasked Estep 
Score: -17882202.000000 Penalty: 3979.090088
	Iteration 28Q: 3 clusters Score -1.78822e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 200079 members 
Entering Unmasked Estep 
Score: -17882680.000000 Penalty: 3979.090088
	Iteration 29Q: 3 clusters Score -1.788268e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 201217 members 
Entering Unmasked Estep 
Score: -17883100.000000 Penalty: 3979.090088
	Iteration 30Q: 3 clusters Score -1.78831e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 202229 members 
Entering Unmasked Estep 
Score: -17883502.000000 Penalty: 3979.090088
	Iteration 31Q: 3 clusters Score -1.78835e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 203130 members 
Entering Unmasked Estep 
Score: -17883838.000000 Penalty: 3979.090088
	Iteration 32Q: 3 clusters Score -1.788384e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 203887 members 
Entering Unmasked Estep 
Score: -17884220.000000 Penalty: 3979.090088
	Iteration 33Q: 3 clusters Score -1.788422e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 204453 members 
Entering Unmasked Estep 
Score: -17884446.000000 Penalty: 3979.090088
	Iteration 34Q: 3 clusters Score -1.788445e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 204880 members 
Entering Unmasked Estep 
Score: -17884634.000000 Penalty: 3979.090088
	Iteration 35Q: 3 clusters Score -1.788463e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -17884754.000000 Penalty: 3979.090088
	Iteration 36Q: 3 clusters Score -1.788475e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 205449 members 
Entering Unmasked Estep 
Score: -17884864.000000 Penalty: 3979.090088
	Iteration 37Q: 3 clusters Score -1.788486e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 205662 members 
Entering Unmasked Estep 
Score: -17884938.000000 Penalty: 3979.090088
	Iteration 38Q: 3 clusters Score -1.788494e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 205822 members 
Entering Unmasked Estep 
Score: -17885012.000000 Penalty: 3979.090088
	Iteration 39Q: 3 clusters Score -1.788501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 205954 members 
Entering Unmasked Estep 
Score: -17885054.000000 Penalty: 3979.090088
	Iteration 40F: 3 clusters Score -1.788505e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 206067 members 
Entering Unmasked Estep 
Score: -17885110.000000 Penalty: 3979.090088
	Iteration 41Q: 3 clusters Score -1.788511e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 206148 members 
Entering Unmasked Estep 
Score: -17885132.000000 Penalty: 3979.090088
	Iteration 42Q: 3 clusters Score -1.788513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 206214 members 
Entering Unmasked Estep 
Score: -17885162.000000 Penalty: 3979.090088
	Iteration 43Q: 3 clusters Score -1.788516e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 206283 members 
Entering Unmasked Estep 
Score: -17885184.000000 Penalty: 3979.090088
	Iteration 44Q: 3 clusters Score -1.788518e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -17885192.000000 Penalty: 3979.090088
	Iteration 45Q: 3 clusters Score -1.788519e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 206395 members 
Entering Unmasked Estep 
Score: -17885220.000000 Penalty: 3979.090088
	Iteration 46Q: 3 clusters Score -1.788522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 206435 members 
Entering Unmasked Estep 
Score: -17885256.000000 Penalty: 3979.090088
	Iteration 47Q: 3 clusters Score -1.788526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 206471 members 
Entering Unmasked Estep 
Score: -17885278.000000 Penalty: 3979.090088
	Iteration 48Q: 3 clusters Score -1.788528e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 206502 members 
Entering Unmasked Estep 
Score: -17885298.000000 Penalty: 3979.090088
	Iteration 49Q: 3 clusters Score -1.78853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 206521 members 
Entering Unmasked Estep 
Score: -17885302.000000 Penalty: 3979.090088
	Iteration 50Q: 3 clusters Score -1.78853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 206532 members 
Entering Unmasked Estep 
Score: -17885306.000000 Penalty: 3979.090088
	Iteration 51Q: 3 clusters Score -1.788531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 206545 members 
Entering Unmasked Estep 
Score: -17885324.000000 Penalty: 3979.090088
	Iteration 52Q: 3 clusters Score -1.788532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 206559 members 
Entering Unmasked Estep 
Score: -17885324.000000 Penalty: 3979.090088
	Iteration 53Q: 3 clusters Score -1.788532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 206575 members 
Entering Unmasked Estep 
Score: -17885324.000000 Penalty: 3979.090088
	Iteration 54Q: 3 clusters Score -1.788532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 206590 members 
Entering Unmasked Estep 
Score: -17885330.000000 Penalty: 3979.090088
	Iteration 55Q: 3 clusters Score -1.788533e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 206606 members 
Entering Unmasked Estep 
Score: -17885332.000000 Penalty: 3979.090088
	Iteration 56Q: 3 clusters Score -1.788533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 206618 members 
Entering Unmasked Estep 
Score: -17885328.000000 Penalty: 3979.090088
	Iteration 57Q: 3 clusters Score -1.788533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 206630 members 
Entering Unmasked Estep 
Score: -17885332.000000 Penalty: 3979.090088
	Iteration 58Q: 3 clusters Score -1.788533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 206637 members 
Entering Unmasked Estep 
Score: -17885334.000000 Penalty: 3979.090088
	Iteration 59Q: 3 clusters Score -1.788533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 206645 members 
Entering Unmasked Estep 
Score: -17885350.000000 Penalty: 3979.090088
	Iteration 60F: 3 clusters Score -1.788535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 206649 members 
Entering Unmasked Estep 
Score: -17885340.000000 Penalty: 3979.090088
	Iteration 61Q: 3 clusters Score -1.788534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 206650 members 
Entering Unmasked Estep 
Score: -17885338.000000 Penalty: 3979.090088
	Iteration 62Q: 3 clusters Score -1.788534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 206655 members 
Entering Unmasked Estep 
Score: -17885342.000000 Penalty: 3979.090088
	Iteration 63Q: 3 clusters Score -1.788534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 206657 members 
Entering Unmasked Estep 
Score: -17885350.000000 Penalty: 3979.090088
	Iteration 64Q: 3 clusters Score -1.788535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 206658 members 
Entering Unmasked Estep 
Score: -17885346.000000 Penalty: 3979.090088
	Iteration 65Q: 3 clusters Score -1.788535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 206659 members 
Entering Unmasked Estep 
Score: -17885348.000000 Penalty: 3979.090088
	Iteration 66Q: 3 clusters Score -1.788535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 206659 members 
Entering Unmasked Estep 
Score: -17885348.000000 Penalty: 3979.090088
	Iteration 67F: 3 clusters Score -1.788535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -308778.125000 Penalty: 1335.421509
	Iteration 0F: 2 clusters Score -308778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -305533.812500 Penalty: 2670.843018
	Iteration 0F: 3 clusters Score -305533.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306365.250000 Penalty: 2670.843018
	Iteration 1F: 3 clusters Score -306365.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -306623.656250 Penalty: 2670.843018
	Iteration 2F: 3 clusters Score -306623.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -306840.187500 Penalty: 2670.843018
	Iteration 3F: 3 clusters Score -306840.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -307008.593750 Penalty: 2670.843018
	Iteration 4F: 3 clusters Score -307008.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -307193.000000 Penalty: 2670.843018
	Iteration 5F: 3 clusters Score -307193 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -307349.156250 Penalty: 2670.843018
	Iteration 6F: 3 clusters Score -307349.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -307468.625000 Penalty: 2670.843018
	Iteration 7Q: 3 clusters Score -307468.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -307558.812500 Penalty: 2670.843018
	Iteration 8Q: 3 clusters Score -307558.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -307620.500000 Penalty: 2670.843018
	Iteration 9Q: 3 clusters Score -307620.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -307681.687500 Penalty: 2670.843018
	Iteration 10Q: 3 clusters Score -307681.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -307731.093750 Penalty: 2670.843018
	Iteration 11Q: 3 clusters Score -307731.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -307768.031250 Penalty: 2670.843018
	Iteration 12Q: 3 clusters Score -307768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307802.781250 Penalty: 2670.843018
	Iteration 13Q: 3 clusters Score -307802.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -307840.000000 Penalty: 2670.843018
	Iteration 14Q: 3 clusters Score -307840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -307888.312500 Penalty: 2670.843018
	Iteration 15Q: 3 clusters Score -307888.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -307932.718750 Penalty: 2670.843018
	Iteration 16Q: 3 clusters Score -307932.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -307977.781250 Penalty: 2670.843018
	Iteration 17Q: 3 clusters Score -307977.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -308004.093750 Penalty: 2670.843018
	Iteration 18Q: 3 clusters Score -308004.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -308023.875000 Penalty: 2670.843018
	Iteration 19Q: 3 clusters Score -308023.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308045.062500 Penalty: 2670.843018
	Iteration 20F: 3 clusters Score -308045.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308074.875000 Penalty: 2670.843018
	Iteration 21Q: 3 clusters Score -308074.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308110.125000 Penalty: 2670.843018
	Iteration 22Q: 3 clusters Score -308110.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -308133.593750 Penalty: 2670.843018
	Iteration 23Q: 3 clusters Score -308133.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -308156.000000 Penalty: 2670.843018
	Iteration 24Q: 3 clusters Score -308156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308176.687500 Penalty: 2670.843018
	Iteration 25Q: 3 clusters Score -308176.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -308193.500000 Penalty: 2670.843018
	Iteration 26Q: 3 clusters Score -308193.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -308208.718750 Penalty: 2670.843018
	Iteration 27Q: 3 clusters Score -308208.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -308223.593750 Penalty: 2670.843018
	Iteration 28Q: 3 clusters Score -308223.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -308233.125000 Penalty: 2670.843018
	Iteration 29Q: 3 clusters Score -308233.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -308239.500000 Penalty: 2670.843018
	Iteration 30Q: 3 clusters Score -308239.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308245.125000 Penalty: 2670.843018
	Iteration 31Q: 3 clusters Score -308245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308252.218750 Penalty: 2670.843018
	Iteration 32Q: 3 clusters Score -308252.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308259.468750 Penalty: 2670.843018
	Iteration 33Q: 3 clusters Score -308259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308262.750000 Penalty: 2670.843018
	Iteration 34Q: 3 clusters Score -308262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308267.281250 Penalty: 2670.843018
	Iteration 35Q: 3 clusters Score -308267.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -308273.312500 Penalty: 2670.843018
	Iteration 36Q: 3 clusters Score -308273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308277.343750 Penalty: 2670.843018
	Iteration 37Q: 3 clusters Score -308277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308280.062500 Penalty: 2670.843018
	Iteration 38Q: 3 clusters Score -308280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308280.562500 Penalty: 2670.843018
	Iteration 39Q: 3 clusters Score -308280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308281.812500 Penalty: 2670.843018
	Iteration 40F: 3 clusters Score -308281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308283.000000 Penalty: 2670.843018
	Iteration 41Q: 3 clusters Score -308283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308283.656250 Penalty: 2670.843018
	Iteration 42Q: 3 clusters Score -308283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308284.312500 Penalty: 2670.843018
	Iteration 43Q: 3 clusters Score -308284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308284.593750 Penalty: 2670.843018
	Iteration 44Q: 3 clusters Score -308284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308284.593750 Penalty: 2670.843018
	Iteration 45F: 3 clusters Score -308284.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -327129.281250 Penalty: 1358.967285
	Iteration 0F: 2 clusters Score -327129.3 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 2173 members 
Entering Unmasked Estep 
Score: -323695.531250 Penalty: 2717.934570
	Iteration 0F: 3 clusters Score -323695.5 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -324961.000000 Penalty: 2717.934570
	Iteration 1F: 3 clusters Score -324961 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -325527.281250 Penalty: 2717.934570
	Iteration 2F: 3 clusters Score -325527.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -326067.531250 Penalty: 2717.934570
	Iteration 3F: 3 clusters Score -326067.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -326409.656250 Penalty: 2717.934570
	Iteration 4F: 3 clusters Score -326409.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -326576.656250 Penalty: 2717.934570
	Iteration 5Q: 3 clusters Score -326576.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -326664.312500 Penalty: 2717.934570
	Iteration 6Q: 3 clusters Score -326664.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -326725.062500 Penalty: 2717.934570
	Iteration 7Q: 3 clusters Score -326725.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -326777.187500 Penalty: 2717.934570
	Iteration 8Q: 3 clusters Score -326777.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -326822.093750 Penalty: 2717.934570
	Iteration 9Q: 3 clusters Score -326822.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -326859.812500 Penalty: 2717.934570
	Iteration 10Q: 3 clusters Score -326859.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -326884.281250 Penalty: 2717.934570
	Iteration 11Q: 3 clusters Score -326884.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -326909.343750 Penalty: 2717.934570
	Iteration 12Q: 3 clusters Score -326909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -326931.843750 Penalty: 2717.934570
	Iteration 13Q: 3 clusters Score -326931.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -326960.468750 Penalty: 2717.934570
	Iteration 14Q: 3 clusters Score -326960.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -326992.343750 Penalty: 2717.934570
	Iteration 15Q: 3 clusters Score -326992.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -327028.718750 Penalty: 2717.934570
	Iteration 16Q: 3 clusters Score -327028.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -327067.531250 Penalty: 2717.934570
	Iteration 17Q: 3 clusters Score -327067.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -327107.875000 Penalty: 2717.934570
	Iteration 18Q: 3 clusters Score -327107.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -327155.343750 Penalty: 2717.934570
	Iteration 19Q: 3 clusters Score -327155.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -327196.375000 Penalty: 2717.934570
	Iteration 20F: 3 clusters Score -327196.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -327259.656250 Penalty: 2717.934570
	Iteration 21Q: 3 clusters Score -327259.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -327331.437500 Penalty: 2717.934570
	Iteration 22Q: 3 clusters Score -327331.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -327388.000000 Penalty: 2717.934570
	Iteration 23Q: 3 clusters Score -327388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -327431.218750 Penalty: 2717.934570
	Iteration 24Q: 3 clusters Score -327431.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -327463.625000 Penalty: 2717.934570
	Iteration 25Q: 3 clusters Score -327463.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -327487.125000 Penalty: 2717.934570
	Iteration 26Q: 3 clusters Score -327487.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -327503.656250 Penalty: 2717.934570
	Iteration 27Q: 3 clusters Score -327503.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -327515.812500 Penalty: 2717.934570
	Iteration 28Q: 3 clusters Score -327515.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -327529.281250 Penalty: 2717.934570
	Iteration 29Q: 3 clusters Score -327529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -327535.312500 Penalty: 2717.934570
	Iteration 30Q: 3 clusters Score -327535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -327541.593750 Penalty: 2717.934570
	Iteration 31Q: 3 clusters Score -327541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -327546.531250 Penalty: 2717.934570
	Iteration 32Q: 3 clusters Score -327546.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -327548.000000 Penalty: 2717.934570
	Iteration 33Q: 3 clusters Score -327548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -327550.406250 Penalty: 2717.934570
	Iteration 34Q: 3 clusters Score -327550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327550.312500 Penalty: 2717.934570
	Iteration 35Q: 3 clusters Score -327550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327551.343750 Penalty: 2717.934570
	Iteration 36Q: 3 clusters Score -327551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327551.343750 Penalty: 2717.934570
	Iteration 37F: 3 clusters Score -327551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 158521 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 207597 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 69089 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 1796 members 
Entering Unmasked Estep 
Score: -54413528.000000 Penalty: 65304.742188
Splitting cluster 13 changes total score from -54413860.000000 to -54413528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (27915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Entering Unmasked Estep 
Score: -2381923.250000 Penalty: 1663.499390
	Iteration 0F: 2 clusters Score -2381923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2363053.250000 Penalty: 3326.998779
	Iteration 0F: 3 clusters Score -2363053 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2370152.000000 Penalty: 3326.998779
	Iteration 1F: 3 clusters Score -2370152 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2370724.250000 Penalty: 3326.998779
	Iteration 2Q: 3 clusters Score -2370724 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2371488.250000 Penalty: 3326.998779
	Iteration 3F: 3 clusters Score -2371488 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2372647.000000 Penalty: 3326.998779
	Iteration 4F: 3 clusters Score -2372647 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2374376.750000 Penalty: 3326.998779
	Iteration 5F: 3 clusters Score -2374377 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2376523.750000 Penalty: 3326.998779
	Iteration 6F: 3 clusters Score -2376524 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2378415.000000 Penalty: 3326.998779
	Iteration 7F: 3 clusters Score -2378415 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2379542.000000 Penalty: 3326.998779
	Iteration 8Q: 3 clusters Score -2379542 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2380055.250000 Penalty: 3326.998779
	Iteration 9Q: 3 clusters Score -2380055 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2380271.500000 Penalty: 3326.998779
	Iteration 10Q: 3 clusters Score -2380272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2380338.750000 Penalty: 3326.998779
	Iteration 11Q: 3 clusters Score -2380339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2380378.250000 Penalty: 3326.998779
	Iteration 12Q: 3 clusters Score -2380378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2380409.500000 Penalty: 3326.998779
	Iteration 13Q: 3 clusters Score -2380410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2380427.750000 Penalty: 3326.998779
	Iteration 14Q: 3 clusters Score -2380428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2380432.750000 Penalty: 3326.998779
	Iteration 15Q: 3 clusters Score -2380433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2380436.750000 Penalty: 3326.998779
	Iteration 16Q: 3 clusters Score -2380437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2380440.250000 Penalty: 3326.998779
	Iteration 17Q: 3 clusters Score -2380440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2380445.500000 Penalty: 3326.998779
	Iteration 18Q: 3 clusters Score -2380446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2380457.750000 Penalty: 3326.998779
	Iteration 19Q: 3 clusters Score -2380458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2380461.750000 Penalty: 3326.998779
	Iteration 20F: 3 clusters Score -2380462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2380468.250000 Penalty: 3326.998779
	Iteration 21Q: 3 clusters Score -2380468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2380476.750000 Penalty: 3326.998779
	Iteration 22Q: 3 clusters Score -2380477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2380480.000000 Penalty: 3326.998779
	Iteration 23Q: 3 clusters Score -2380480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2380481.750000 Penalty: 3326.998779
	Iteration 24Q: 3 clusters Score -2380482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2380481.750000 Penalty: 3326.998779
	Iteration 25F: 3 clusters Score -2380482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -623263.250000 Penalty: 1447.838501
	Iteration 0F: 2 clusters Score -623263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -617772.187500 Penalty: 2895.677002
	Iteration 0F: 3 clusters Score -617772.2 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -619448.750000 Penalty: 2895.677002
	Iteration 1F: 3 clusters Score -619448.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -619629.750000 Penalty: 2895.677002
	Iteration 2F: 3 clusters Score -619629.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -619764.875000 Penalty: 2895.677002
	Iteration 3Q: 3 clusters Score -619764.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -619892.187500 Penalty: 2895.677002
	Iteration 4Q: 3 clusters Score -619892.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -620009.625000 Penalty: 2895.677002
	Iteration 5Q: 3 clusters Score -620009.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -620126.375000 Penalty: 2895.677002
	Iteration 6Q: 3 clusters Score -620126.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -620238.312500 Penalty: 2895.677002
	Iteration 7Q: 3 clusters Score -620238.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -620336.937500 Penalty: 2895.677002
	Iteration 8Q: 3 clusters Score -620336.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -620474.375000 Penalty: 2895.677002
	Iteration 9Q: 3 clusters Score -620474.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -620615.375000 Penalty: 2895.677002
	Iteration 10Q: 3 clusters Score -620615.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -620771.812500 Penalty: 2895.677002
	Iteration 11Q: 3 clusters Score -620771.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -620944.250000 Penalty: 2895.677002
	Iteration 12Q: 3 clusters Score -620944.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -621114.812500 Penalty: 2895.677002
	Iteration 13Q: 3 clusters Score -621114.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -621311.625000 Penalty: 2895.677002
	Iteration 14Q: 3 clusters Score -621311.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -621493.250000 Penalty: 2895.677002
	Iteration 15Q: 3 clusters Score -621493.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -621640.437500 Penalty: 2895.677002
	Iteration 16Q: 3 clusters Score -621640.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -621737.000000 Penalty: 2895.677002
	Iteration 17Q: 3 clusters Score -621737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -621805.750000 Penalty: 2895.677002
	Iteration 18Q: 3 clusters Score -621805.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -621854.625000 Penalty: 2895.677002
	Iteration 19Q: 3 clusters Score -621854.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -621882.937500 Penalty: 2895.677002
	Iteration 20F: 3 clusters Score -621882.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -621903.812500 Penalty: 2895.677002
	Iteration 21Q: 3 clusters Score -621903.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -621918.000000 Penalty: 2895.677002
	Iteration 22Q: 3 clusters Score -621918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -621925.312500 Penalty: 2895.677002
	Iteration 23Q: 3 clusters Score -621925.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -621938.000000 Penalty: 2895.677002
	Iteration 24Q: 3 clusters Score -621938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -621956.437500 Penalty: 2895.677002
	Iteration 25Q: 3 clusters Score -621956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -621962.500000 Penalty: 2895.677002
	Iteration 26Q: 3 clusters Score -621962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -621966.562500 Penalty: 2895.677002
	Iteration 27Q: 3 clusters Score -621966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -621972.500000 Penalty: 2895.677002
	Iteration 28Q: 3 clusters Score -621972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -621980.500000 Penalty: 2895.677002
	Iteration 29Q: 3 clusters Score -621980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -621983.750000 Penalty: 2895.677002
	Iteration 30Q: 3 clusters Score -621983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -621986.750000 Penalty: 2895.677002
	Iteration 31Q: 3 clusters Score -621986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -621988.312500 Penalty: 2895.677002
	Iteration 32Q: 3 clusters Score -621988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -621987.500000 Penalty: 2895.677002
	Iteration 33Q: 3 clusters Score -621987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -621987.500000 Penalty: 2895.677002
	Iteration 34F: 3 clusters Score -621987.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Entering Unmasked Estep 
Score: -1691238.125000 Penalty: 1610.216187
	Iteration 0F: 2 clusters Score -1691238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1677415.750000 Penalty: 3220.432373
	Iteration 0F: 3 clusters Score -1677416 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1682723.375000 Penalty: 3220.432373
	Iteration 1F: 3 clusters Score -1682723 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1683268.875000 Penalty: 3220.432373
	Iteration 2F: 3 clusters Score -1683269 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1683798.375000 Penalty: 3220.432373
	Iteration 3F: 3 clusters Score -1683798 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1684337.000000 Penalty: 3220.432373
	Iteration 4F: 3 clusters Score -1684337 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1684865.500000 Penalty: 3220.432373
	Iteration 5F: 3 clusters Score -1684866 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1685411.375000 Penalty: 3220.432373
	Iteration 6F: 3 clusters Score -1685411 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1686045.625000 Penalty: 3220.432373
	Iteration 7F: 3 clusters Score -1686046 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1686763.625000 Penalty: 3220.432373
	Iteration 8F: 3 clusters Score -1686764 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1687457.625000 Penalty: 3220.432373
	Iteration 9Q: 3 clusters Score -1687458 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1688067.375000 Penalty: 3220.432373
	Iteration 10Q: 3 clusters Score -1688067 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1688578.750000 Penalty: 3220.432373
	Iteration 11Q: 3 clusters Score -1688579 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1688979.250000 Penalty: 3220.432373
	Iteration 12Q: 3 clusters Score -1688979 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1689251.000000 Penalty: 3220.432373
	Iteration 13Q: 3 clusters Score -1689251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1689461.500000 Penalty: 3220.432373
	Iteration 14Q: 3 clusters Score -1689462 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1689650.375000 Penalty: 3220.432373
	Iteration 15Q: 3 clusters Score -1689650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1689792.375000 Penalty: 3220.432373
	Iteration 16Q: 3 clusters Score -1689792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1689882.000000 Penalty: 3220.432373
	Iteration 17Q: 3 clusters Score -1689882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1689969.000000 Penalty: 3220.432373
	Iteration 18Q: 3 clusters Score -1689969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1690031.750000 Penalty: 3220.432373
	Iteration 19Q: 3 clusters Score -1690032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1690074.375000 Penalty: 3220.432373
	Iteration 20F: 3 clusters Score -1690074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1690091.000000 Penalty: 3220.432373
	Iteration 21Q: 3 clusters Score -1690091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1690099.250000 Penalty: 3220.432373
	Iteration 22Q: 3 clusters Score -1690099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1690107.125000 Penalty: 3220.432373
	Iteration 23Q: 3 clusters Score -1690107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1690106.750000 Penalty: 3220.432373
	Iteration 24Q: 3 clusters Score -1690107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1690109.500000 Penalty: 3220.432373
	Iteration 25Q: 3 clusters Score -1690110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1690115.875000 Penalty: 3220.432373
	Iteration 26Q: 3 clusters Score -1690116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1690115.875000 Penalty: 3220.432373
	Iteration 27Q: 3 clusters Score -1690116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1690112.000000 Penalty: 3220.432373
	Iteration 28Q: 3 clusters Score -1690112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1690117.125000 Penalty: 3220.432373
	Iteration 29Q: 3 clusters Score -1690117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1690116.750000 Penalty: 3220.432373
	Iteration 30Q: 3 clusters Score -1690117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1690115.875000 Penalty: 3220.432373
	Iteration 31Q: 3 clusters Score -1690116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1690117.625000 Penalty: 3220.432373
	Iteration 32Q: 3 clusters Score -1690118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1690119.000000 Penalty: 3220.432373
	Iteration 33Q: 3 clusters Score -1690119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1690117.750000 Penalty: 3220.432373
	Iteration 34Q: 3 clusters Score -1690118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1690117.750000 Penalty: 3220.432373
	Iteration 35F: 3 clusters Score -1690118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -609511.500000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -609511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -604113.812500 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -604113.8 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -605637.625000 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -605637.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -605841.625000 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -605841.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -605999.375000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -605999.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -606141.875000 Penalty: 2882.645752
	Iteration 4Q: 3 clusters Score -606141.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -606285.062500 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -606285.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -606441.937500 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -606441.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -606610.125000 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -606610.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -606810.250000 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -606810.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -606998.437500 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -606998.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -607194.187500 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -607194.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -607389.437500 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -607389.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -607564.375000 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -607564.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -607723.812500 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -607723.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -607858.875000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -607858.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -607944.500000 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -607944.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -607989.312500 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -607989.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -608019.750000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -608019.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -608041.250000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -608041.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -608061.812500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -608061.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -608081.375000 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -608081.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -608098.312500 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -608098.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -608112.125000 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -608112.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -608124.437500 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -608124.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -608138.250000 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -608138.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -608145.750000 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -608145.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -608157.125000 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -608157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -608164.187500 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -608164.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -608174.125000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -608174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -608178.062500 Penalty: 2882.645752
	Iteration 29Q: 3 clusters Score -608178.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -608184.250000 Penalty: 2882.645752
	Iteration 30Q: 3 clusters Score -608184.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -608189.500000 Penalty: 2882.645752
	Iteration 31Q: 3 clusters Score -608189.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -608199.500000 Penalty: 2882.645752
	Iteration 32Q: 3 clusters Score -608199.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -608208.500000 Penalty: 2882.645752
	Iteration 33Q: 3 clusters Score -608208.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -608219.437500 Penalty: 2882.645752
	Iteration 34Q: 3 clusters Score -608219.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -608234.937500 Penalty: 2882.645752
	Iteration 35Q: 3 clusters Score -608234.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -608247.125000 Penalty: 2882.645752
	Iteration 36Q: 3 clusters Score -608247.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -608259.125000 Penalty: 2882.645752
	Iteration 37Q: 3 clusters Score -608259.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -608271.812500 Penalty: 2882.645752
	Iteration 38Q: 3 clusters Score -608271.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -608283.437500 Penalty: 2882.645752
	Iteration 39Q: 3 clusters Score -608283.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -608297.625000 Penalty: 2882.645752
	Iteration 40F: 3 clusters Score -608297.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -608307.875000 Penalty: 2882.645752
	Iteration 41Q: 3 clusters Score -608307.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -608319.312500 Penalty: 2882.645752
	Iteration 42Q: 3 clusters Score -608319.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -608328.125000 Penalty: 2882.645752
	Iteration 43Q: 3 clusters Score -608328.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -608339.250000 Penalty: 2882.645752
	Iteration 44Q: 3 clusters Score -608339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -608347.500000 Penalty: 2882.645752
	Iteration 45Q: 3 clusters Score -608347.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -608357.500000 Penalty: 2882.645752
	Iteration 46Q: 3 clusters Score -608357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -608365.437500 Penalty: 2882.645752
	Iteration 47Q: 3 clusters Score -608365.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -608372.437500 Penalty: 2882.645752
	Iteration 48Q: 3 clusters Score -608372.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -608382.250000 Penalty: 2882.645752
	Iteration 49Q: 3 clusters Score -608382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -608387.812500 Penalty: 2882.645752
	Iteration 50Q: 3 clusters Score -608387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -608394.375000 Penalty: 2882.645752
	Iteration 51Q: 3 clusters Score -608394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -608398.750000 Penalty: 2882.645752
	Iteration 52Q: 3 clusters Score -608398.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -608403.375000 Penalty: 2882.645752
	Iteration 53Q: 3 clusters Score -608403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -608406.062500 Penalty: 2882.645752
	Iteration 54Q: 3 clusters Score -608406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -608406.312500 Penalty: 2882.645752
	Iteration 55Q: 3 clusters Score -608406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -608407.562500 Penalty: 2882.645752
	Iteration 56Q: 3 clusters Score -608407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -608409.437500 Penalty: 2882.645752
	Iteration 57Q: 3 clusters Score -608409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -608412.437500 Penalty: 2882.645752
	Iteration 58Q: 3 clusters Score -608412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -608413.750000 Penalty: 2882.645752
	Iteration 59Q: 3 clusters Score -608413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -608415.062500 Penalty: 2882.645752
	Iteration 60F: 3 clusters Score -608415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -608417.062500 Penalty: 2882.645752
	Iteration 61Q: 3 clusters Score -608417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -608417.625000 Penalty: 2882.645752
	Iteration 62Q: 3 clusters Score -608417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -608417.750000 Penalty: 2882.645752
	Iteration 63Q: 3 clusters Score -608417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -608417.937500 Penalty: 2882.645752
	Iteration 64Q: 3 clusters Score -608417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -608417.687500 Penalty: 2882.645752
	Iteration 65Q: 3 clusters Score -608417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -608419.312500 Penalty: 2882.645752
	Iteration 66Q: 3 clusters Score -608419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -608420.312500 Penalty: 2882.645752
	Iteration 67Q: 3 clusters Score -608420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -608422.062500 Penalty: 2882.645752
	Iteration 68Q: 3 clusters Score -608422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -608422.500000 Penalty: 2882.645752
	Iteration 69Q: 3 clusters Score -608422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -608425.125000 Penalty: 2882.645752
	Iteration 70Q: 3 clusters Score -608425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -608425.875000 Penalty: 2882.645752
	Iteration 71Q: 3 clusters Score -608425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -608427.562500 Penalty: 2882.645752
	Iteration 72Q: 3 clusters Score -608427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -608429.250000 Penalty: 2882.645752
	Iteration 73Q: 3 clusters Score -608429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -608429.187500 Penalty: 2882.645752
	Iteration 74Q: 3 clusters Score -608429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -608431.687500 Penalty: 2882.645752
	Iteration 75Q: 3 clusters Score -608431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -608433.125000 Penalty: 2882.645752
	Iteration 76Q: 3 clusters Score -608433.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -608433.562500 Penalty: 2882.645752
	Iteration 77Q: 3 clusters Score -608433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -608434.125000 Penalty: 2882.645752
	Iteration 78Q: 3 clusters Score -608434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -608435.312500 Penalty: 2882.645752
	Iteration 79Q: 3 clusters Score -608435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -608436.250000 Penalty: 2882.645752
	Iteration 80F: 3 clusters Score -608436.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -608437.000000 Penalty: 2882.645752
	Iteration 81Q: 3 clusters Score -608437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -608437.000000 Penalty: 2882.645752
	Iteration 82Q: 3 clusters Score -608437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -608437.000000 Penalty: 2882.645752
	Iteration 83Q: 3 clusters Score -608437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -608437.187500 Penalty: 2882.645752
	Iteration 84Q: 3 clusters Score -608437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -608438.375000 Penalty: 2882.645752
	Iteration 85Q: 3 clusters Score -608438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -608438.187500 Penalty: 2882.645752
	Iteration 86Q: 3 clusters Score -608438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -608440.937500 Penalty: 2882.645752
	Iteration 87Q: 3 clusters Score -608440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -608441.000000 Penalty: 2882.645752
	Iteration 88Q: 3 clusters Score -608441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -608442.812500 Penalty: 2882.645752
	Iteration 89Q: 3 clusters Score -608442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -608445.312500 Penalty: 2882.645752
	Iteration 90Q: 3 clusters Score -608445.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -608446.687500 Penalty: 2882.645752
	Iteration 91Q: 3 clusters Score -608446.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -608447.875000 Penalty: 2882.645752
	Iteration 92Q: 3 clusters Score -608447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -608449.250000 Penalty: 2882.645752
	Iteration 93Q: 3 clusters Score -608449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -608448.750000 Penalty: 2882.645752
	Iteration 94Q: 3 clusters Score -608448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -608450.687500 Penalty: 2882.645752
	Iteration 95Q: 3 clusters Score -608450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -608451.812500 Penalty: 2882.645752
	Iteration 96Q: 3 clusters Score -608451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -608452.187500 Penalty: 2882.645752
	Iteration 97Q: 3 clusters Score -608452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -608452.187500 Penalty: 2882.645752
	Iteration 98F: 3 clusters Score -608452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -135978.593750 Penalty: 1235.390259
	Iteration 0F: 2 clusters Score -135978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -133932.343750 Penalty: 2470.780518
	Iteration 0F: 3 clusters Score -133932.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -134520.812500 Penalty: 2470.780518
	Iteration 1F: 3 clusters Score -134520.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -134729.859375 Penalty: 2470.780518
	Iteration 2F: 3 clusters Score -134729.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -134846.984375 Penalty: 2470.780518
	Iteration 3F: 3 clusters Score -134847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -134939.484375 Penalty: 2470.780518
	Iteration 4F: 3 clusters Score -134939.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -135023.484375 Penalty: 2470.780518
	Iteration 5Q: 3 clusters Score -135023.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -135094.515625 Penalty: 2470.780518
	Iteration 6Q: 3 clusters Score -135094.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -135140.875000 Penalty: 2470.780518
	Iteration 7Q: 3 clusters Score -135140.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -135180.687500 Penalty: 2470.780518
	Iteration 8Q: 3 clusters Score -135180.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -135210.578125 Penalty: 2470.780518
	Iteration 9Q: 3 clusters Score -135210.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -135230.734375 Penalty: 2470.780518
	Iteration 10Q: 3 clusters Score -135230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -135250.234375 Penalty: 2470.780518
	Iteration 11Q: 3 clusters Score -135250.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -135274.890625 Penalty: 2470.780518
	Iteration 12Q: 3 clusters Score -135274.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -135299.578125 Penalty: 2470.780518
	Iteration 13Q: 3 clusters Score -135299.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -135328.984375 Penalty: 2470.780518
	Iteration 14Q: 3 clusters Score -135329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -135361.484375 Penalty: 2470.780518
	Iteration 15Q: 3 clusters Score -135361.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -135393.187500 Penalty: 2470.780518
	Iteration 16Q: 3 clusters Score -135393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -135420.703125 Penalty: 2470.780518
	Iteration 17Q: 3 clusters Score -135420.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -135438.218750 Penalty: 2470.780518
	Iteration 18Q: 3 clusters Score -135438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -135451.109375 Penalty: 2470.780518
	Iteration 19Q: 3 clusters Score -135451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -135464.218750 Penalty: 2470.780518
	Iteration 20F: 3 clusters Score -135464.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -135481.171875 Penalty: 2470.780518
	Iteration 21Q: 3 clusters Score -135481.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -135494.015625 Penalty: 2470.780518
	Iteration 22Q: 3 clusters Score -135494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -135505.453125 Penalty: 2470.780518
	Iteration 23Q: 3 clusters Score -135505.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -135512.921875 Penalty: 2470.780518
	Iteration 24Q: 3 clusters Score -135512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -135518.718750 Penalty: 2470.780518
	Iteration 25Q: 3 clusters Score -135518.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -135522.125000 Penalty: 2470.780518
	Iteration 26Q: 3 clusters Score -135522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -135525.937500 Penalty: 2470.780518
	Iteration 27Q: 3 clusters Score -135525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -135528.687500 Penalty: 2470.780518
	Iteration 28Q: 3 clusters Score -135528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -135529.890625 Penalty: 2470.780518
	Iteration 29Q: 3 clusters Score -135529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -135530.187500 Penalty: 2470.780518
	Iteration 30Q: 3 clusters Score -135530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135530.750000 Penalty: 2470.780518
	Iteration 31Q: 3 clusters Score -135530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135530.750000 Penalty: 2470.780518
	Iteration 32F: 3 clusters Score -135530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -315807.031250 Penalty: 1353.608521
	Iteration 0F: 2 clusters Score -315807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -312351.125000 Penalty: 2707.217041
	Iteration 0F: 3 clusters Score -312351.1 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -313460.906250 Penalty: 2707.217041
	Iteration 1F: 3 clusters Score -313460.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -314073.968750 Penalty: 2707.217041
	Iteration 2F: 3 clusters Score -314074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -314714.062500 Penalty: 2707.217041
	Iteration 3F: 3 clusters Score -314714.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -315130.250000 Penalty: 2707.217041
	Iteration 4F: 3 clusters Score -315130.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -315413.000000 Penalty: 2707.217041
	Iteration 5F: 3 clusters Score -315413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -315634.781250 Penalty: 2707.217041
	Iteration 6Q: 3 clusters Score -315634.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -315837.625000 Penalty: 2707.217041
	Iteration 7Q: 3 clusters Score -315837.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -316028.968750 Penalty: 2707.217041
	Iteration 8Q: 3 clusters Score -316029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -316150.687500 Penalty: 2707.217041
	Iteration 9Q: 3 clusters Score -316150.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -316238.468750 Penalty: 2707.217041
	Iteration 10Q: 3 clusters Score -316238.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -316297.062500 Penalty: 2707.217041
	Iteration 11Q: 3 clusters Score -316297.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -316339.593750 Penalty: 2707.217041
	Iteration 12Q: 3 clusters Score -316339.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -316363.468750 Penalty: 2707.217041
	Iteration 13Q: 3 clusters Score -316363.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -316379.750000 Penalty: 2707.217041
	Iteration 14Q: 3 clusters Score -316379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -316388.781250 Penalty: 2707.217041
	Iteration 15Q: 3 clusters Score -316388.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -316395.281250 Penalty: 2707.217041
	Iteration 16Q: 3 clusters Score -316395.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -316398.718750 Penalty: 2707.217041
	Iteration 17Q: 3 clusters Score -316398.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -316401.687500 Penalty: 2707.217041
	Iteration 18Q: 3 clusters Score -316401.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -316406.000000 Penalty: 2707.217041
	Iteration 19Q: 3 clusters Score -316406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -316410.375000 Penalty: 2707.217041
	Iteration 20F: 3 clusters Score -316410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -316413.718750 Penalty: 2707.217041
	Iteration 21Q: 3 clusters Score -316413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -316415.656250 Penalty: 2707.217041
	Iteration 22Q: 3 clusters Score -316415.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -316418.375000 Penalty: 2707.217041
	Iteration 23Q: 3 clusters Score -316418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -316421.062500 Penalty: 2707.217041
	Iteration 24Q: 3 clusters Score -316421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -316423.406250 Penalty: 2707.217041
	Iteration 25Q: 3 clusters Score -316423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -316425.500000 Penalty: 2707.217041
	Iteration 26Q: 3 clusters Score -316425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -316428.250000 Penalty: 2707.217041
	Iteration 27Q: 3 clusters Score -316428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -316429.125000 Penalty: 2707.217041
	Iteration 28Q: 3 clusters Score -316429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -316428.968750 Penalty: 2707.217041
	Iteration 29Q: 3 clusters Score -316429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -316428.968750 Penalty: 2707.217041
	Iteration 30F: 3 clusters Score -316429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 158521 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 207597 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 69089 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 2485 members 
Entering Unmasked Estep 
Score: -54413748.000000 Penalty: 65304.742188
Splitting cluster 19 changes total score from -54413860.000000 to -54413748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (11973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Entering Unmasked Estep 
Score: -1031354.562500 Penalty: 1525.941528
	Iteration 0F: 2 clusters Score -1031355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1022959.687500 Penalty: 3051.883057
	Iteration 0F: 3 clusters Score -1022960 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1025712.812500 Penalty: 3051.883057
	Iteration 1F: 3 clusters Score -1025713 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1026018.812500 Penalty: 3051.883057
	Iteration 2F: 3 clusters Score -1026019 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1026318.812500 Penalty: 3051.883057
	Iteration 3F: 3 clusters Score -1026319 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1026640.187500 Penalty: 3051.883057
	Iteration 4F: 3 clusters Score -1026640 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1026942.750000 Penalty: 3051.883057
	Iteration 5Q: 3 clusters Score -1026943 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1027275.000000 Penalty: 3051.883057
	Iteration 6Q: 3 clusters Score -1027275 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1027593.000000 Penalty: 3051.883057
	Iteration 7Q: 3 clusters Score -1027593 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1027913.875000 Penalty: 3051.883057
	Iteration 8Q: 3 clusters Score -1027914 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1028246.062500 Penalty: 3051.883057
	Iteration 9Q: 3 clusters Score -1028246 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1028574.000000 Penalty: 3051.883057
	Iteration 10Q: 3 clusters Score -1028574 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1028899.812500 Penalty: 3051.883057
	Iteration 11Q: 3 clusters Score -1028900 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1029178.812500 Penalty: 3051.883057
	Iteration 12Q: 3 clusters Score -1029179 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1029408.625000 Penalty: 3051.883057
	Iteration 13Q: 3 clusters Score -1029409 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1029569.062500 Penalty: 3051.883057
	Iteration 14Q: 3 clusters Score -1029569 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1029670.125000 Penalty: 3051.883057
	Iteration 15Q: 3 clusters Score -1029670 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1029740.125000 Penalty: 3051.883057
	Iteration 16Q: 3 clusters Score -1029740 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1029810.437500 Penalty: 3051.883057
	Iteration 17Q: 3 clusters Score -1029810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1029862.687500 Penalty: 3051.883057
	Iteration 18Q: 3 clusters Score -1029863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1029908.062500 Penalty: 3051.883057
	Iteration 19Q: 3 clusters Score -1029908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1029948.062500 Penalty: 3051.883057
	Iteration 20F: 3 clusters Score -1029948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1029981.125000 Penalty: 3051.883057
	Iteration 21Q: 3 clusters Score -1029981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1030009.312500 Penalty: 3051.883057
	Iteration 22Q: 3 clusters Score -1030009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1030041.187500 Penalty: 3051.883057
	Iteration 23Q: 3 clusters Score -1030041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1030057.750000 Penalty: 3051.883057
	Iteration 24Q: 3 clusters Score -1030058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1030068.062500 Penalty: 3051.883057
	Iteration 25Q: 3 clusters Score -1030068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1030077.687500 Penalty: 3051.883057
	Iteration 26Q: 3 clusters Score -1030078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1030081.812500 Penalty: 3051.883057
	Iteration 27Q: 3 clusters Score -1030082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1030086.875000 Penalty: 3051.883057
	Iteration 28Q: 3 clusters Score -1030087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030094.687500 Penalty: 3051.883057
	Iteration 29Q: 3 clusters Score -1030095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1030100.937500 Penalty: 3051.883057
	Iteration 30Q: 3 clusters Score -1030101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1030109.250000 Penalty: 3051.883057
	Iteration 31Q: 3 clusters Score -1030109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1030114.125000 Penalty: 3051.883057
	Iteration 32Q: 3 clusters Score -1030114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1030114.375000 Penalty: 3051.883057
	Iteration 33Q: 3 clusters Score -1030114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1030116.500000 Penalty: 3051.883057
	Iteration 34Q: 3 clusters Score -1030116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1030120.125000 Penalty: 3051.883057
	Iteration 35Q: 3 clusters Score -1030120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1030124.000000 Penalty: 3051.883057
	Iteration 36Q: 3 clusters Score -1030124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1030127.437500 Penalty: 3051.883057
	Iteration 37Q: 3 clusters Score -1030127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1030127.750000 Penalty: 3051.883057
	Iteration 38Q: 3 clusters Score -1030128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1030130.562500 Penalty: 3051.883057
	Iteration 39Q: 3 clusters Score -1030131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1030130.875000 Penalty: 3051.883057
	Iteration 40F: 3 clusters Score -1030131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1030130.000000 Penalty: 3051.883057
	Iteration 41Q: 3 clusters Score -1030130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1030134.937500 Penalty: 3051.883057
	Iteration 42Q: 3 clusters Score -1030135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1030135.187500 Penalty: 3051.883057
	Iteration 43Q: 3 clusters Score -1030135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1030136.125000 Penalty: 3051.883057
	Iteration 44Q: 3 clusters Score -1030136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1030138.812500 Penalty: 3051.883057
	Iteration 45Q: 3 clusters Score -1030139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1030142.187500 Penalty: 3051.883057
	Iteration 46Q: 3 clusters Score -1030142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1030144.937500 Penalty: 3051.883057
	Iteration 47Q: 3 clusters Score -1030145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1030149.562500 Penalty: 3051.883057
	Iteration 48Q: 3 clusters Score -1030150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1030154.937500 Penalty: 3051.883057
	Iteration 49Q: 3 clusters Score -1030155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1030154.687500 Penalty: 3051.883057
	Iteration 50Q: 3 clusters Score -1030155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1030155.937500 Penalty: 3051.883057
	Iteration 51Q: 3 clusters Score -1030156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1030157.437500 Penalty: 3051.883057
	Iteration 52Q: 3 clusters Score -1030157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1030159.687500 Penalty: 3051.883057
	Iteration 53Q: 3 clusters Score -1030160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1030158.937500 Penalty: 3051.883057
	Iteration 54Q: 3 clusters Score -1030159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1030158.937500 Penalty: 3051.883057
	Iteration 55F: 3 clusters Score -1030159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -581703.875000 Penalty: 1439.808105
	Iteration 0F: 2 clusters Score -581703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -576475.000000 Penalty: 2879.616211
	Iteration 0F: 3 clusters Score -576475 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -577982.187500 Penalty: 2879.616211
	Iteration 1F: 3 clusters Score -577982.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -578245.062500 Penalty: 2879.616211
	Iteration 2F: 3 clusters Score -578245.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -578511.250000 Penalty: 2879.616211
	Iteration 3F: 3 clusters Score -578511.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -578789.125000 Penalty: 2879.616211
	Iteration 4F: 3 clusters Score -578789.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -579108.562500 Penalty: 2879.616211
	Iteration 5F: 3 clusters Score -579108.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -579392.312500 Penalty: 2879.616211
	Iteration 6F: 3 clusters Score -579392.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -579634.000000 Penalty: 2879.616211
	Iteration 7F: 3 clusters Score -579634 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -579841.812500 Penalty: 2879.616211
	Iteration 8Q: 3 clusters Score -579841.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -580034.625000 Penalty: 2879.616211
	Iteration 9Q: 3 clusters Score -580034.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -580207.625000 Penalty: 2879.616211
	Iteration 10Q: 3 clusters Score -580207.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -580337.187500 Penalty: 2879.616211
	Iteration 11Q: 3 clusters Score -580337.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -580430.750000 Penalty: 2879.616211
	Iteration 12Q: 3 clusters Score -580430.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -580507.875000 Penalty: 2879.616211
	Iteration 13Q: 3 clusters Score -580507.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -580573.687500 Penalty: 2879.616211
	Iteration 14Q: 3 clusters Score -580573.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -580620.875000 Penalty: 2879.616211
	Iteration 15Q: 3 clusters Score -580620.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -580669.500000 Penalty: 2879.616211
	Iteration 16Q: 3 clusters Score -580669.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -580713.125000 Penalty: 2879.616211
	Iteration 17Q: 3 clusters Score -580713.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -580752.500000 Penalty: 2879.616211
	Iteration 18Q: 3 clusters Score -580752.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -580798.187500 Penalty: 2879.616211
	Iteration 19Q: 3 clusters Score -580798.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -580822.625000 Penalty: 2879.616211
	Iteration 20F: 3 clusters Score -580822.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -580844.312500 Penalty: 2879.616211
	Iteration 21Q: 3 clusters Score -580844.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -580861.062500 Penalty: 2879.616211
	Iteration 22Q: 3 clusters Score -580861.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -580871.062500 Penalty: 2879.616211
	Iteration 23Q: 3 clusters Score -580871.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -580877.812500 Penalty: 2879.616211
	Iteration 24Q: 3 clusters Score -580877.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -580887.812500 Penalty: 2879.616211
	Iteration 25Q: 3 clusters Score -580887.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -580893.937500 Penalty: 2879.616211
	Iteration 26Q: 3 clusters Score -580893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -580896.750000 Penalty: 2879.616211
	Iteration 27Q: 3 clusters Score -580896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -580899.875000 Penalty: 2879.616211
	Iteration 28Q: 3 clusters Score -580899.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -580901.375000 Penalty: 2879.616211
	Iteration 29Q: 3 clusters Score -580901.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -580907.437500 Penalty: 2879.616211
	Iteration 30Q: 3 clusters Score -580907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -580910.750000 Penalty: 2879.616211
	Iteration 31Q: 3 clusters Score -580910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -580915.562500 Penalty: 2879.616211
	Iteration 32Q: 3 clusters Score -580915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -580920.187500 Penalty: 2879.616211
	Iteration 33Q: 3 clusters Score -580920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -580921.375000 Penalty: 2879.616211
	Iteration 34Q: 3 clusters Score -580921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -580922.437500 Penalty: 2879.616211
	Iteration 35Q: 3 clusters Score -580922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -580925.937500 Penalty: 2879.616211
	Iteration 36Q: 3 clusters Score -580925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -580928.187500 Penalty: 2879.616211
	Iteration 37Q: 3 clusters Score -580928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -580930.187500 Penalty: 2879.616211
	Iteration 38Q: 3 clusters Score -580930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -580934.125000 Penalty: 2879.616211
	Iteration 39Q: 3 clusters Score -580934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -580936.437500 Penalty: 2879.616211
	Iteration 40F: 3 clusters Score -580936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -580939.687500 Penalty: 2879.616211
	Iteration 41Q: 3 clusters Score -580939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -580941.125000 Penalty: 2879.616211
	Iteration 42Q: 3 clusters Score -580941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -580941.625000 Penalty: 2879.616211
	Iteration 43Q: 3 clusters Score -580941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -580941.375000 Penalty: 2879.616211
	Iteration 44Q: 3 clusters Score -580941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -580941.750000 Penalty: 2879.616211
	Iteration 45Q: 3 clusters Score -580941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -580945.125000 Penalty: 2879.616211
	Iteration 46Q: 3 clusters Score -580945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -580946.125000 Penalty: 2879.616211
	Iteration 47Q: 3 clusters Score -580946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -580946.937500 Penalty: 2879.616211
	Iteration 48Q: 3 clusters Score -580946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -580949.187500 Penalty: 2879.616211
	Iteration 49Q: 3 clusters Score -580949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -580949.437500 Penalty: 2879.616211
	Iteration 50Q: 3 clusters Score -580949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -580949.437500 Penalty: 2879.616211
	Iteration 51Q: 3 clusters Score -580949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -580951.812500 Penalty: 2879.616211
	Iteration 52Q: 3 clusters Score -580951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -580952.062500 Penalty: 2879.616211
	Iteration 53Q: 3 clusters Score -580952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -580954.750000 Penalty: 2879.616211
	Iteration 54Q: 3 clusters Score -580954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -580955.937500 Penalty: 2879.616211
	Iteration 55Q: 3 clusters Score -580955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -580961.062500 Penalty: 2879.616211
	Iteration 56Q: 3 clusters Score -580961.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -580964.687500 Penalty: 2879.616211
	Iteration 57Q: 3 clusters Score -580964.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -580967.000000 Penalty: 2879.616211
	Iteration 58Q: 3 clusters Score -580967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -580971.187500 Penalty: 2879.616211
	Iteration 59Q: 3 clusters Score -580971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -580973.437500 Penalty: 2879.616211
	Iteration 60F: 3 clusters Score -580973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -580976.062500 Penalty: 2879.616211
	Iteration 61Q: 3 clusters Score -580976.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -580979.687500 Penalty: 2879.616211
	Iteration 62Q: 3 clusters Score -580979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -580984.312500 Penalty: 2879.616211
	Iteration 63Q: 3 clusters Score -580984.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580987.250000 Penalty: 2879.616211
	Iteration 64Q: 3 clusters Score -580987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -580998.750000 Penalty: 2879.616211
	Iteration 65Q: 3 clusters Score -580998.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -581012.500000 Penalty: 2879.616211
	Iteration 66Q: 3 clusters Score -581012.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -581027.687500 Penalty: 2879.616211
	Iteration 67Q: 3 clusters Score -581027.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -581051.250000 Penalty: 2879.616211
	Iteration 68Q: 3 clusters Score -581051.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -581076.187500 Penalty: 2879.616211
	Iteration 69Q: 3 clusters Score -581076.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -581095.000000 Penalty: 2879.616211
	Iteration 70Q: 3 clusters Score -581095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -581108.375000 Penalty: 2879.616211
	Iteration 71Q: 3 clusters Score -581108.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -581120.312500 Penalty: 2879.616211
	Iteration 72Q: 3 clusters Score -581120.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -581124.437500 Penalty: 2879.616211
	Iteration 73Q: 3 clusters Score -581124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -581128.500000 Penalty: 2879.616211
	Iteration 74Q: 3 clusters Score -581128.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -581132.250000 Penalty: 2879.616211
	Iteration 75Q: 3 clusters Score -581132.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -581133.125000 Penalty: 2879.616211
	Iteration 76Q: 3 clusters Score -581133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -581134.000000 Penalty: 2879.616211
	Iteration 77Q: 3 clusters Score -581134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -581135.375000 Penalty: 2879.616211
	Iteration 78Q: 3 clusters Score -581135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -581139.437500 Penalty: 2879.616211
	Iteration 79Q: 3 clusters Score -581139.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -581140.125000 Penalty: 2879.616211
	Iteration 80F: 3 clusters Score -581140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -581143.000000 Penalty: 2879.616211
	Iteration 81Q: 3 clusters Score -581143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -581144.937500 Penalty: 2879.616211
	Iteration 82Q: 3 clusters Score -581144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -581144.812500 Penalty: 2879.616211
	Iteration 83Q: 3 clusters Score -581144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -581146.875000 Penalty: 2879.616211
	Iteration 84Q: 3 clusters Score -581146.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -581148.312500 Penalty: 2879.616211
	Iteration 85Q: 3 clusters Score -581148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -581149.562500 Penalty: 2879.616211
	Iteration 86Q: 3 clusters Score -581149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -581148.750000 Penalty: 2879.616211
	Iteration 87Q: 3 clusters Score -581148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -581149.687500 Penalty: 2879.616211
	Iteration 88Q: 3 clusters Score -581149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -581151.187500 Penalty: 2879.616211
	Iteration 89Q: 3 clusters Score -581151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -581150.812500 Penalty: 2879.616211
	Iteration 90Q: 3 clusters Score -581150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -581151.062500 Penalty: 2879.616211
	Iteration 91Q: 3 clusters Score -581151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -581151.062500 Penalty: 2879.616211
	Iteration 92F: 3 clusters Score -581151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Entering Unmasked Estep 
Score: -1132331.250000 Penalty: 1545.049561
	Iteration 0F: 2 clusters Score -1132331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1122947.125000 Penalty: 3090.099121
	Iteration 0F: 3 clusters Score -1122947 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1126227.625000 Penalty: 3090.099121
	Iteration 1F: 3 clusters Score -1126228 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1126695.875000 Penalty: 3090.099121
	Iteration 2F: 3 clusters Score -1126696 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1127112.500000 Penalty: 3090.099121
	Iteration 3F: 3 clusters Score -1127112 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1127534.000000 Penalty: 3090.099121
	Iteration 4F: 3 clusters Score -1127534 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1128018.375000 Penalty: 3090.099121
	Iteration 5F: 3 clusters Score -1128018 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1128449.125000 Penalty: 3090.099121
	Iteration 6F: 3 clusters Score -1128449 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1128813.250000 Penalty: 3090.099121
	Iteration 7Q: 3 clusters Score -1128813 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1129087.500000 Penalty: 3090.099121
	Iteration 8Q: 3 clusters Score -1129088 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1129284.750000 Penalty: 3090.099121
	Iteration 9Q: 3 clusters Score -1129285 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1129436.750000 Penalty: 3090.099121
	Iteration 10Q: 3 clusters Score -1129437 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1129543.875000 Penalty: 3090.099121
	Iteration 11Q: 3 clusters Score -1129544 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1129624.250000 Penalty: 3090.099121
	Iteration 12Q: 3 clusters Score -1129624 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1129680.250000 Penalty: 3090.099121
	Iteration 13Q: 3 clusters Score -1129680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1129729.250000 Penalty: 3090.099121
	Iteration 14Q: 3 clusters Score -1129729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1129758.875000 Penalty: 3090.099121
	Iteration 15Q: 3 clusters Score -1129759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1129794.750000 Penalty: 3090.099121
	Iteration 16Q: 3 clusters Score -1129795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1129822.125000 Penalty: 3090.099121
	Iteration 17Q: 3 clusters Score -1129822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1129858.250000 Penalty: 3090.099121
	Iteration 18Q: 3 clusters Score -1129858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1129899.250000 Penalty: 3090.099121
	Iteration 19Q: 3 clusters Score -1129899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1129952.625000 Penalty: 3090.099121
	Iteration 20F: 3 clusters Score -1129953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1130003.000000 Penalty: 3090.099121
	Iteration 21Q: 3 clusters Score -1130003 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1130079.375000 Penalty: 3090.099121
	Iteration 22Q: 3 clusters Score -1130079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1130160.625000 Penalty: 3090.099121
	Iteration 23Q: 3 clusters Score -1130161 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1130227.750000 Penalty: 3090.099121
	Iteration 24Q: 3 clusters Score -1130228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1130313.250000 Penalty: 3090.099121
	Iteration 25Q: 3 clusters Score -1130313 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1130445.000000 Penalty: 3090.099121
	Iteration 26Q: 3 clusters Score -1130445 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1130626.750000 Penalty: 3090.099121
	Iteration 27Q: 3 clusters Score -1130627 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1130823.000000 Penalty: 3090.099121
	Iteration 28Q: 3 clusters Score -1130823 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1131021.875000 Penalty: 3090.099121
	Iteration 29Q: 3 clusters Score -1131022 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1131193.500000 Penalty: 3090.099121
	Iteration 30Q: 3 clusters Score -1131194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1131300.375000 Penalty: 3090.099121
	Iteration 31Q: 3 clusters Score -1131300 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1131387.375000 Penalty: 3090.099121
	Iteration 32Q: 3 clusters Score -1131387 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1131433.250000 Penalty: 3090.099121
	Iteration 33Q: 3 clusters Score -1131433 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1131460.125000 Penalty: 3090.099121
	Iteration 34Q: 3 clusters Score -1131460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1131475.625000 Penalty: 3090.099121
	Iteration 35Q: 3 clusters Score -1131476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1131491.500000 Penalty: 3090.099121
	Iteration 36Q: 3 clusters Score -1131492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1131500.625000 Penalty: 3090.099121
	Iteration 37Q: 3 clusters Score -1131501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1131514.375000 Penalty: 3090.099121
	Iteration 38Q: 3 clusters Score -1131514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1131516.375000 Penalty: 3090.099121
	Iteration 39Q: 3 clusters Score -1131516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1131525.125000 Penalty: 3090.099121
	Iteration 40F: 3 clusters Score -1131525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1131534.000000 Penalty: 3090.099121
	Iteration 41Q: 3 clusters Score -1131534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1131536.375000 Penalty: 3090.099121
	Iteration 42Q: 3 clusters Score -1131536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1131539.500000 Penalty: 3090.099121
	Iteration 43Q: 3 clusters Score -1131540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1131543.500000 Penalty: 3090.099121
	Iteration 44Q: 3 clusters Score -1131544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1131545.375000 Penalty: 3090.099121
	Iteration 45Q: 3 clusters Score -1131545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1131546.000000 Penalty: 3090.099121
	Iteration 46Q: 3 clusters Score -1131546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1131545.375000 Penalty: 3090.099121
	Iteration 47Q: 3 clusters Score -1131545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1131547.375000 Penalty: 3090.099121
	Iteration 48Q: 3 clusters Score -1131547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1131549.375000 Penalty: 3090.099121
	Iteration 49Q: 3 clusters Score -1131549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1131549.375000 Penalty: 3090.099121
	Iteration 50F: 3 clusters Score -1131549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (69089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Entering Unmasked Estep 
Score: -5914865.000000 Penalty: 1810.761963
	Iteration 0F: 2 clusters Score -5914865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -5868717.000000 Penalty: 3621.523926
	Iteration 0F: 3 clusters Score -5868717 nChanged 32777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -5888417.000000 Penalty: 3621.523926
	Iteration 1F: 3 clusters Score -5888417 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5890432.500000 Penalty: 3621.523926
	Iteration 2F: 3 clusters Score -5890432 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -5892907.500000 Penalty: 3621.523926
	Iteration 3F: 3 clusters Score -5892908 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5895876.500000 Penalty: 3621.523926
	Iteration 4F: 3 clusters Score -5895876 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5899406.000000 Penalty: 3621.523926
	Iteration 5F: 3 clusters Score -5899406 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5903253.500000 Penalty: 3621.523926
	Iteration 6F: 3 clusters Score -5903254 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5906608.500000 Penalty: 3621.523926
	Iteration 7F: 3 clusters Score -5906608 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -5908872.500000 Penalty: 3621.523926
	Iteration 8Q: 3 clusters Score -5908872 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5910089.000000 Penalty: 3621.523926
	Iteration 9Q: 3 clusters Score -5910089 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5911003.000000 Penalty: 3621.523926
	Iteration 10Q: 3 clusters Score -5911003 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5911664.000000 Penalty: 3621.523926
	Iteration 11Q: 3 clusters Score -5911664 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -5912351.500000 Penalty: 3621.523926
	Iteration 12Q: 3 clusters Score -5912352 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -5912905.500000 Penalty: 3621.523926
	Iteration 13Q: 3 clusters Score -5912906 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5913484.000000 Penalty: 3621.523926
	Iteration 14Q: 3 clusters Score -5913484 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5913887.000000 Penalty: 3621.523926
	Iteration 15Q: 3 clusters Score -5913887 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5914168.500000 Penalty: 3621.523926
	Iteration 16Q: 3 clusters Score -5914168 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -5914368.500000 Penalty: 3621.523926
	Iteration 17Q: 3 clusters Score -5914368 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5914525.500000 Penalty: 3621.523926
	Iteration 18Q: 3 clusters Score -5914526 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -5914673.500000 Penalty: 3621.523926
	Iteration 19Q: 3 clusters Score -5914674 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5914847.000000 Penalty: 3621.523926
	Iteration 20F: 3 clusters Score -5914847 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -5914992.500000 Penalty: 3621.523926
	Iteration 21Q: 3 clusters Score -5914992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5915099.500000 Penalty: 3621.523926
	Iteration 22Q: 3 clusters Score -5915100 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5915199.500000 Penalty: 3621.523926
	Iteration 23Q: 3 clusters Score -5915200 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -5915290.000000 Penalty: 3621.523926
	Iteration 24Q: 3 clusters Score -5915290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5915448.000000 Penalty: 3621.523926
	Iteration 25Q: 3 clusters Score -5915448 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -5915554.500000 Penalty: 3621.523926
	Iteration 26Q: 3 clusters Score -5915554 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5915637.500000 Penalty: 3621.523926
	Iteration 27Q: 3 clusters Score -5915638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5915706.500000 Penalty: 3621.523926
	Iteration 28Q: 3 clusters Score -5915706 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5915755.500000 Penalty: 3621.523926
	Iteration 29Q: 3 clusters Score -5915756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5915807.500000 Penalty: 3621.523926
	Iteration 30Q: 3 clusters Score -5915808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -5915830.000000 Penalty: 3621.523926
	Iteration 31Q: 3 clusters Score -5915830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5915850.000000 Penalty: 3621.523926
	Iteration 32Q: 3 clusters Score -5915850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5915852.500000 Penalty: 3621.523926
	Iteration 33Q: 3 clusters Score -5915852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5915870.500000 Penalty: 3621.523926
	Iteration 34Q: 3 clusters Score -5915870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5915873.500000 Penalty: 3621.523926
	Iteration 35Q: 3 clusters Score -5915874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5915882.500000 Penalty: 3621.523926
	Iteration 36Q: 3 clusters Score -5915882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5915895.000000 Penalty: 3621.523926
	Iteration 37Q: 3 clusters Score -5915895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5915896.000000 Penalty: 3621.523926
	Iteration 38Q: 3 clusters Score -5915896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5915899.000000 Penalty: 3621.523926
	Iteration 39Q: 3 clusters Score -5915899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5915903.500000 Penalty: 3621.523926
	Iteration 40F: 3 clusters Score -5915904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5915904.500000 Penalty: 3621.523926
	Iteration 41Q: 3 clusters Score -5915904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5915903.500000 Penalty: 3621.523926
	Iteration 42Q: 3 clusters Score -5915904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -5915910.000000 Penalty: 3621.523926
	Iteration 43Q: 3 clusters Score -5915910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5915914.000000 Penalty: 3621.523926
	Iteration 44Q: 3 clusters Score -5915914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5915922.000000 Penalty: 3621.523926
	Iteration 45Q: 3 clusters Score -5915922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5915923.000000 Penalty: 3621.523926
	Iteration 46Q: 3 clusters Score -5915923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -5915928.000000 Penalty: 3621.523926
	Iteration 47Q: 3 clusters Score -5915928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5915928.000000 Penalty: 3621.523926
	Iteration 48Q: 3 clusters Score -5915928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5915933.000000 Penalty: 3621.523926
	Iteration 49Q: 3 clusters Score -5915933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5915929.000000 Penalty: 3621.523926
	Iteration 50Q: 3 clusters Score -5915929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5915930.500000 Penalty: 3621.523926
	Iteration 51Q: 3 clusters Score -5915930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5915929.500000 Penalty: 3621.523926
	Iteration 52Q: 3 clusters Score -5915930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5915934.000000 Penalty: 3621.523926
	Iteration 53Q: 3 clusters Score -5915934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5915927.500000 Penalty: 3621.523926
	Iteration 54Q: 3 clusters Score -5915928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5915927.500000 Penalty: 3621.523926
	Iteration 55Q: 3 clusters Score -5915928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5915928.500000 Penalty: 3621.523926
	Iteration 56Q: 3 clusters Score -5915928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5915928.000000 Penalty: 3621.523926
	Iteration 57Q: 3 clusters Score -5915928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5915927.500000 Penalty: 3621.523926
	Iteration 58Q: 3 clusters Score -5915928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5915927.000000 Penalty: 3621.523926
	Iteration 59Q: 3 clusters Score -5915927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5915931.500000 Penalty: 3621.523926
	Iteration 60F: 3 clusters Score -5915932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5915931.000000 Penalty: 3621.523926
	Iteration 61Q: 3 clusters Score -5915931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5915931.000000 Penalty: 3621.523926
	Iteration 62F: 3 clusters Score -5915931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 158521 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 207597 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 65247 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1997 members 
Mstep: Class 30 contains 3842 members 
Entering Unmasked Estep 
Score: -54414612.000000 Penalty: 65304.742188
Splitting cluster 23 changes total score from -54413860.000000 to -54414612.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -182729.890625 Penalty: 1251.665405
	Iteration 0F: 2 clusters Score -182729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -180516.156250 Penalty: 2503.330811
	Iteration 0F: 3 clusters Score -180516.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -180969.000000 Penalty: 2503.330811
	Iteration 1F: 3 clusters Score -180969 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181111.828125 Penalty: 2503.330811
	Iteration 2F: 3 clusters Score -181111.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -181189.203125 Penalty: 2503.330811
	Iteration 3F: 3 clusters Score -181189.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -181253.109375 Penalty: 2503.330811
	Iteration 4Q: 3 clusters Score -181253.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -181311.906250 Penalty: 2503.330811
	Iteration 5Q: 3 clusters Score -181311.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181370.500000 Penalty: 2503.330811
	Iteration 6Q: 3 clusters Score -181370.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -181431.953125 Penalty: 2503.330811
	Iteration 7Q: 3 clusters Score -181432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181513.250000 Penalty: 2503.330811
	Iteration 8Q: 3 clusters Score -181513.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181575.765625 Penalty: 2503.330811
	Iteration 9Q: 3 clusters Score -181575.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -181628.593750 Penalty: 2503.330811
	Iteration 10Q: 3 clusters Score -181628.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -181675.687500 Penalty: 2503.330811
	Iteration 11Q: 3 clusters Score -181675.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181715.265625 Penalty: 2503.330811
	Iteration 12Q: 3 clusters Score -181715.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181742.890625 Penalty: 2503.330811
	Iteration 13Q: 3 clusters Score -181742.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -181760.484375 Penalty: 2503.330811
	Iteration 14Q: 3 clusters Score -181760.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -181776.609375 Penalty: 2503.330811
	Iteration 15Q: 3 clusters Score -181776.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181790.328125 Penalty: 2503.330811
	Iteration 16Q: 3 clusters Score -181790.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181796.468750 Penalty: 2503.330811
	Iteration 17Q: 3 clusters Score -181796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -181800.531250 Penalty: 2503.330811
	Iteration 18Q: 3 clusters Score -181800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -181802.000000 Penalty: 2503.330811
	Iteration 19Q: 3 clusters Score -181802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181804.265625 Penalty: 2503.330811
	Iteration 20F: 3 clusters Score -181804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -181804.296875 Penalty: 2503.330811
	Iteration 21Q: 3 clusters Score -181804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181804.406250 Penalty: 2503.330811
	Iteration 22Q: 3 clusters Score -181804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181804.406250 Penalty: 2503.330811
	Iteration 23F: 3 clusters Score -181804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -459432.093750 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -459432.1 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 2671 members 
Entering Unmasked Estep 
Score: -455219.031250 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -455219 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -456534.281250 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -456534.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -456878.250000 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -456878.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -457146.125000 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -457146.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -457377.562500 Penalty: 2790.016113
	Iteration 4F: 3 clusters Score -457377.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -457587.625000 Penalty: 2790.016113
	Iteration 5F: 3 clusters Score -457587.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -457747.093750 Penalty: 2790.016113
	Iteration 6Q: 3 clusters Score -457747.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -457874.937500 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -457874.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -457972.718750 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -457972.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -458038.343750 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -458038.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -458091.375000 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -458091.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -458130.656250 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -458130.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -458160.343750 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -458160.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -458177.625000 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -458177.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -458190.781250 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -458190.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -458199.937500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -458199.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -458209.875000 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -458209.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -458214.812500 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -458214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -458220.500000 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -458220.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -458224.812500 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -458224.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -458229.156250 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -458229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -458232.406250 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -458232.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -458237.937500 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -458237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -458241.125000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -458241.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -458246.468750 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -458246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -458248.625000 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -458248.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -458252.906250 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -458252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -458260.187500 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -458260.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -458266.125000 Penalty: 2790.016113
	Iteration 28Q: 3 clusters Score -458266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -458273.062500 Penalty: 2790.016113
	Iteration 29Q: 3 clusters Score -458273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -458278.156250 Penalty: 2790.016113
	Iteration 30Q: 3 clusters Score -458278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -458283.375000 Penalty: 2790.016113
	Iteration 31Q: 3 clusters Score -458283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -458286.937500 Penalty: 2790.016113
	Iteration 32Q: 3 clusters Score -458286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -458290.500000 Penalty: 2790.016113
	Iteration 33Q: 3 clusters Score -458290.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -458295.406250 Penalty: 2790.016113
	Iteration 34Q: 3 clusters Score -458295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -458300.062500 Penalty: 2790.016113
	Iteration 35Q: 3 clusters Score -458300.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -458303.062500 Penalty: 2790.016113
	Iteration 36Q: 3 clusters Score -458303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -458309.062500 Penalty: 2790.016113
	Iteration 37Q: 3 clusters Score -458309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -458312.312500 Penalty: 2790.016113
	Iteration 38Q: 3 clusters Score -458312.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -458319.812500 Penalty: 2790.016113
	Iteration 39Q: 3 clusters Score -458319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -458323.625000 Penalty: 2790.016113
	Iteration 40F: 3 clusters Score -458323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -458327.218750 Penalty: 2790.016113
	Iteration 41Q: 3 clusters Score -458327.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -458332.437500 Penalty: 2790.016113
	Iteration 42Q: 3 clusters Score -458332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -458333.062500 Penalty: 2790.016113
	Iteration 43Q: 3 clusters Score -458333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -458335.906250 Penalty: 2790.016113
	Iteration 44Q: 3 clusters Score -458335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -458337.906250 Penalty: 2790.016113
	Iteration 45Q: 3 clusters Score -458337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -458338.906250 Penalty: 2790.016113
	Iteration 46Q: 3 clusters Score -458338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -458339.031250 Penalty: 2790.016113
	Iteration 47Q: 3 clusters Score -458339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -458341.125000 Penalty: 2790.016113
	Iteration 48Q: 3 clusters Score -458341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -458341.125000 Penalty: 2790.016113
	Iteration 49Q: 3 clusters Score -458341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -458342.468750 Penalty: 2790.016113
	Iteration 50Q: 3 clusters Score -458342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -458342.468750 Penalty: 2790.016113
	Iteration 51F: 3 clusters Score -458342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -317714.187500 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -317714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -314335.500000 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -314335.5 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -315392.062500 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -315392.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -315893.843750 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -315893.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -316195.062500 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -316195.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316353.593750 Penalty: 2703.432617
	Iteration 4F: 3 clusters Score -316353.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -316465.593750 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -316465.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -316539.531250 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -316539.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -316599.812500 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -316599.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -316656.312500 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -316656.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -316707.218750 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -316707.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -316762.656250 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -316762.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -316822.312500 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -316822.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -316882.218750 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -316882.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -316933.937500 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -316933.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -316980.187500 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -316980.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -317038.062500 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -317038.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317097.000000 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -317097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317143.781250 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -317143.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -317180.312500 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -317180.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -317215.312500 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -317215.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -317245.937500 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -317245.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -317272.000000 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -317272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -317296.750000 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -317296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -317320.468750 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -317320.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -317344.250000 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -317344.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -317370.812500 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -317370.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -317393.156250 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -317393.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -317419.968750 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -317420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -317439.375000 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -317439.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -317455.437500 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -317455.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -317467.906250 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -317467.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -317479.531250 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -317479.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -317492.468750 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -317492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -317505.312500 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -317505.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -317510.562500 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -317510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -317514.687500 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -317514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -317517.312500 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -317517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -317518.906250 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -317518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -317520.281250 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -317520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -317520.312500 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -317520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -317521.593750 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -317521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -317522.187500 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -317522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -317522.437500 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -317522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -317523.312500 Penalty: 2703.432617
	Iteration 43Q: 3 clusters Score -317523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -317523.250000 Penalty: 2703.432617
	Iteration 44Q: 3 clusters Score -317523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -317524.687500 Penalty: 2703.432617
	Iteration 45Q: 3 clusters Score -317524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -317524.687500 Penalty: 2703.432617
	Iteration 46F: 3 clusters Score -317524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -325768.218750 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -325768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -322491.125000 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -322491.1 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -323387.000000 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -323387 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -323589.375000 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -323589.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -323711.781250 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -323711.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -323806.593750 Penalty: 2680.941895
	Iteration 4Q: 3 clusters Score -323806.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -323898.093750 Penalty: 2680.941895
	Iteration 5Q: 3 clusters Score -323898.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -323997.406250 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -323997.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -324101.562500 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -324101.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -324205.312500 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -324205.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -324314.781250 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -324314.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -324407.375000 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -324407.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -324477.843750 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -324477.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -324545.718750 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -324545.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -324608.156250 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -324608.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -324656.906250 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -324656.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -324698.656250 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -324698.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -324729.812500 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -324729.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -324751.593750 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -324751.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -324775.718750 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -324775.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -324787.281250 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -324787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -324792.968750 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -324793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -324799.250000 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -324799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -324803.062500 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -324803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324809.468750 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -324809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -324813.500000 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -324813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -324817.656250 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -324817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -324820.875000 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -324820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -324826.093750 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -324826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -324830.562500 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -324830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324831.375000 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -324831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324833.781250 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -324833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324833.906250 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -324833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324835.093750 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -324835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -324835.937500 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -324835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -324836.968750 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -324837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -324837.093750 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -324837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -324837.093750 Penalty: 2680.941895
	Iteration 36F: 3 clusters Score -324837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Entering Unmasked Estep 
Score: -1307349.125000 Penalty: 1579.155518
	Iteration 0F: 2 clusters Score -1307349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1295838.625000 Penalty: 3158.311035
	Iteration 0F: 3 clusters Score -1295839 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1300135.625000 Penalty: 3158.311035
	Iteration 1F: 3 clusters Score -1300136 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1300581.000000 Penalty: 3158.311035
	Iteration 2F: 3 clusters Score -1300581 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1301019.000000 Penalty: 3158.311035
	Iteration 3F: 3 clusters Score -1301019 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1301512.625000 Penalty: 3158.311035
	Iteration 4F: 3 clusters Score -1301513 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1302109.250000 Penalty: 3158.311035
	Iteration 5F: 3 clusters Score -1302109 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1302777.875000 Penalty: 3158.311035
	Iteration 6F: 3 clusters Score -1302778 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1303481.875000 Penalty: 3158.311035
	Iteration 7F: 3 clusters Score -1303482 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1304067.500000 Penalty: 3158.311035
	Iteration 8F: 3 clusters Score -1304068 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1304559.750000 Penalty: 3158.311035
	Iteration 9Q: 3 clusters Score -1304560 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1304968.250000 Penalty: 3158.311035
	Iteration 10Q: 3 clusters Score -1304968 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1305258.750000 Penalty: 3158.311035
	Iteration 11Q: 3 clusters Score -1305259 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1305472.750000 Penalty: 3158.311035
	Iteration 12Q: 3 clusters Score -1305473 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1305609.750000 Penalty: 3158.311035
	Iteration 13Q: 3 clusters Score -1305610 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1305698.875000 Penalty: 3158.311035
	Iteration 14Q: 3 clusters Score -1305699 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1305753.250000 Penalty: 3158.311035
	Iteration 15Q: 3 clusters Score -1305753 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1305793.500000 Penalty: 3158.311035
	Iteration 16Q: 3 clusters Score -1305794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1305819.125000 Penalty: 3158.311035
	Iteration 17Q: 3 clusters Score -1305819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1305840.875000 Penalty: 3158.311035
	Iteration 18Q: 3 clusters Score -1305841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1305858.000000 Penalty: 3158.311035
	Iteration 19Q: 3 clusters Score -1305858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1305880.625000 Penalty: 3158.311035
	Iteration 20F: 3 clusters Score -1305881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1305902.500000 Penalty: 3158.311035
	Iteration 21Q: 3 clusters Score -1305902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1305927.250000 Penalty: 3158.311035
	Iteration 22Q: 3 clusters Score -1305927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1305949.375000 Penalty: 3158.311035
	Iteration 23Q: 3 clusters Score -1305949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1305969.500000 Penalty: 3158.311035
	Iteration 24Q: 3 clusters Score -1305970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1305987.125000 Penalty: 3158.311035
	Iteration 25Q: 3 clusters Score -1305987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1306010.125000 Penalty: 3158.311035
	Iteration 26Q: 3 clusters Score -1306010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1306035.625000 Penalty: 3158.311035
	Iteration 27Q: 3 clusters Score -1306036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1306054.875000 Penalty: 3158.311035
	Iteration 28Q: 3 clusters Score -1306055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1306086.250000 Penalty: 3158.311035
	Iteration 29Q: 3 clusters Score -1306086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1306119.375000 Penalty: 3158.311035
	Iteration 30Q: 3 clusters Score -1306119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1306150.750000 Penalty: 3158.311035
	Iteration 31Q: 3 clusters Score -1306151 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1306181.750000 Penalty: 3158.311035
	Iteration 32Q: 3 clusters Score -1306182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1306212.875000 Penalty: 3158.311035
	Iteration 33Q: 3 clusters Score -1306213 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1306252.125000 Penalty: 3158.311035
	Iteration 34Q: 3 clusters Score -1306252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1306286.875000 Penalty: 3158.311035
	Iteration 35Q: 3 clusters Score -1306287 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1306313.250000 Penalty: 3158.311035
	Iteration 36Q: 3 clusters Score -1306313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1306334.875000 Penalty: 3158.311035
	Iteration 37Q: 3 clusters Score -1306335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1306354.000000 Penalty: 3158.311035
	Iteration 38Q: 3 clusters Score -1306354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1306367.375000 Penalty: 3158.311035
	Iteration 39Q: 3 clusters Score -1306367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1306384.125000 Penalty: 3158.311035
	Iteration 40F: 3 clusters Score -1306384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1306398.375000 Penalty: 3158.311035
	Iteration 41Q: 3 clusters Score -1306398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1306416.250000 Penalty: 3158.311035
	Iteration 42Q: 3 clusters Score -1306416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1306422.250000 Penalty: 3158.311035
	Iteration 43Q: 3 clusters Score -1306422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1306429.875000 Penalty: 3158.311035
	Iteration 44Q: 3 clusters Score -1306430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1306439.750000 Penalty: 3158.311035
	Iteration 45Q: 3 clusters Score -1306440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1306446.375000 Penalty: 3158.311035
	Iteration 46Q: 3 clusters Score -1306446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1306457.875000 Penalty: 3158.311035
	Iteration 47Q: 3 clusters Score -1306458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1306466.375000 Penalty: 3158.311035
	Iteration 48Q: 3 clusters Score -1306466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1306472.750000 Penalty: 3158.311035
	Iteration 49Q: 3 clusters Score -1306473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1306477.875000 Penalty: 3158.311035
	Iteration 50Q: 3 clusters Score -1306478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1306486.875000 Penalty: 3158.311035
	Iteration 51Q: 3 clusters Score -1306487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1306493.750000 Penalty: 3158.311035
	Iteration 52Q: 3 clusters Score -1306494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1306504.250000 Penalty: 3158.311035
	Iteration 53Q: 3 clusters Score -1306504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1306507.000000 Penalty: 3158.311035
	Iteration 54Q: 3 clusters Score -1306507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1306507.500000 Penalty: 3158.311035
	Iteration 55Q: 3 clusters Score -1306508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1306510.250000 Penalty: 3158.311035
	Iteration 56Q: 3 clusters Score -1306510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1306516.750000 Penalty: 3158.311035
	Iteration 57Q: 3 clusters Score -1306517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1306519.250000 Penalty: 3158.311035
	Iteration 58Q: 3 clusters Score -1306519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1306519.500000 Penalty: 3158.311035
	Iteration 59Q: 3 clusters Score -1306520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1306524.750000 Penalty: 3158.311035
	Iteration 60F: 3 clusters Score -1306525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1306529.750000 Penalty: 3158.311035
	Iteration 61Q: 3 clusters Score -1306530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1306527.125000 Penalty: 3158.311035
	Iteration 62Q: 3 clusters Score -1306527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1306530.125000 Penalty: 3158.311035
	Iteration 63Q: 3 clusters Score -1306530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1306527.125000 Penalty: 3158.311035
	Iteration 64Q: 3 clusters Score -1306527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1306532.000000 Penalty: 3158.311035
	Iteration 65Q: 3 clusters Score -1306532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1306533.875000 Penalty: 3158.311035
	Iteration 66Q: 3 clusters Score -1306534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1306533.375000 Penalty: 3158.311035
	Iteration 67Q: 3 clusters Score -1306533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1306532.250000 Penalty: 3158.311035
	Iteration 68Q: 3 clusters Score -1306532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1306531.500000 Penalty: 3158.311035
	Iteration 69Q: 3 clusters Score -1306532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1306532.500000 Penalty: 3158.311035
	Iteration 70Q: 3 clusters Score -1306532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1306532.750000 Penalty: 3158.311035
	Iteration 71Q: 3 clusters Score -1306533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1306537.250000 Penalty: 3158.311035
	Iteration 72Q: 3 clusters Score -1306537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1306537.000000 Penalty: 3158.311035
	Iteration 73Q: 3 clusters Score -1306537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1306538.625000 Penalty: 3158.311035
	Iteration 74Q: 3 clusters Score -1306539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1306534.375000 Penalty: 3158.311035
	Iteration 75Q: 3 clusters Score -1306534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1306534.250000 Penalty: 3158.311035
	Iteration 76Q: 3 clusters Score -1306534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1306534.250000 Penalty: 3158.311035
	Iteration 77F: 3 clusters Score -1306534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -159820.703125 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -159820.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -157775.796875 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -157775.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -158283.000000 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -158283 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158390.343750 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -158390.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -158436.015625 Penalty: 2469.805420
	Iteration 3Q: 3 clusters Score -158436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -158459.906250 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -158459.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -158478.390625 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -158478.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -158492.296875 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -158492.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158508.546875 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -158508.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -158523.359375 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -158523.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -158538.343750 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -158538.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -158548.109375 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -158548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -158554.375000 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -158554.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -158562.562500 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -158562.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -158569.906250 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -158569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -158575.187500 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -158575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -158583.562500 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -158583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -158588.031250 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -158588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -158594.750000 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -158594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -158602.718750 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -158602.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -158611.906250 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -158611.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -158625.062500 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -158625.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -158644.218750 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -158644.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -158672.015625 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -158672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -158696.937500 Penalty: 2469.805420
	Iteration 23Q: 3 clusters Score -158696.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -158732.593750 Penalty: 2469.805420
	Iteration 24Q: 3 clusters Score -158732.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -158761.812500 Penalty: 2469.805420
	Iteration 25Q: 3 clusters Score -158761.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -158790.343750 Penalty: 2469.805420
	Iteration 26Q: 3 clusters Score -158790.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -158814.531250 Penalty: 2469.805420
	Iteration 27Q: 3 clusters Score -158814.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -158826.312500 Penalty: 2469.805420
	Iteration 28Q: 3 clusters Score -158826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -158834.515625 Penalty: 2469.805420
	Iteration 29Q: 3 clusters Score -158834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -158847.515625 Penalty: 2469.805420
	Iteration 30Q: 3 clusters Score -158847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -158859.843750 Penalty: 2469.805420
	Iteration 31Q: 3 clusters Score -158859.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -158867.140625 Penalty: 2469.805420
	Iteration 32Q: 3 clusters Score -158867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -158878.312500 Penalty: 2469.805420
	Iteration 33Q: 3 clusters Score -158878.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -158887.828125 Penalty: 2469.805420
	Iteration 34Q: 3 clusters Score -158887.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -158896.625000 Penalty: 2469.805420
	Iteration 35Q: 3 clusters Score -158896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -158904.640625 Penalty: 2469.805420
	Iteration 36Q: 3 clusters Score -158904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -158911.734375 Penalty: 2469.805420
	Iteration 37Q: 3 clusters Score -158911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -158917.921875 Penalty: 2469.805420
	Iteration 38Q: 3 clusters Score -158917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -158920.390625 Penalty: 2469.805420
	Iteration 39Q: 3 clusters Score -158920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -158921.703125 Penalty: 2469.805420
	Iteration 40F: 3 clusters Score -158921.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13417 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 158521 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 207597 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 4285 members 
Mstep: Class 14 contains 27915 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 20111 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13467 members 
Mstep: Class 23 contains 65247 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 5349 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 3824 members 
Mstep: Class 28 contains 16612 members 
Mstep: Class 29 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415052.000000 Penalty: 65304.742188
Iteration 79Q: 31 clusters Score -5.441505e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 13424 members 
Mstep: Class 4 contains 6747 members 
Mstep: Class 5 contains 3512 members 
Mstep: Class 6 contains 158474 members 
Mstep: Class 7 contains 6067 members 
Mstep: Class 8 contains 19808 members 
Mstep: Class 9 contains 8771 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 207744 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 7404 members 
Mstep: Class 16 contains 20198 members 
Mstep: Class 17 contains 7157 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13591 members 
Mstep: Class 23 contains 64891 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 5393 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 16710 members 
Mstep: Class 29 contains 1994 members 
Mstep: Class 30 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416184.000000 Penalty: 65304.742188
Iteration 80F: 31 clusters Score -5.441618e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 13407 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 158421 members 
Mstep: Class 7 contains 5984 members 
Mstep: Class 8 contains 19807 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 207565 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 27957 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 20029 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 11955 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13612 members 
Mstep: Class 23 contains 64611 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 5446 members 
Mstep: Class 26 contains 4119 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 16691 members 
Mstep: Class 29 contains 1992 members 
Mstep: Class 30 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416768.000000 Penalty: 65304.742188
Iteration 81Q: 31 clusters Score -5.441677e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12445 members 
Mstep: Class 3 contains 13393 members 
Mstep: Class 4 contains 6796 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 158395 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 19808 members 
Mstep: Class 9 contains 8714 members 
Mstep: Class 10 contains 4794 members 
Mstep: Class 11 contains 207474 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 27946 members 
Mstep: Class 15 contains 7405 members 
Mstep: Class 16 contains 19899 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 11957 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13647 members 
Mstep: Class 23 contains 64464 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 5519 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 3826 members 
Mstep: Class 28 contains 16699 members 
Mstep: Class 29 contains 1993 members 
Mstep: Class 30 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417396.000000 Penalty: 65304.742188
Iteration 82Q: 31 clusters Score -5.44174e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 158382 members 
Mstep: Class 7 contains 5882 members 
Mstep: Class 8 contains 19794 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 207403 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 27921 members 
Mstep: Class 15 contains 7407 members 
Mstep: Class 16 contains 19785 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13701 members 
Mstep: Class 23 contains 64346 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 5592 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 3829 members 
Mstep: Class 28 contains 16681 members 
Mstep: Class 29 contains 1988 members 
Mstep: Class 30 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417720.000000 Penalty: 65304.742188
Iteration 83Q: 31 clusters Score -5.441772e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12459 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 158376 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 19790 members 
Mstep: Class 9 contains 8678 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 207352 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 27896 members 
Mstep: Class 15 contains 7408 members 
Mstep: Class 16 contains 19690 members 
Mstep: Class 17 contains 7340 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13734 members 
Mstep: Class 23 contains 64250 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 5670 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 3833 members 
Mstep: Class 28 contains 16667 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418016.000000 Penalty: 65304.742188
Iteration 84Q: 31 clusters Score -5.441802e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12455 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 3472 members 
Mstep: Class 6 contains 158360 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 19777 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 207300 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 27883 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 19579 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13766 members 
Mstep: Class 23 contains 64177 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 5778 members 
Mstep: Class 26 contains 4159 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 16661 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418176.000000 Penalty: 65304.742188
Iteration 85Q: 31 clusters Score -5.441818e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 6850 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 158347 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 19774 members 
Mstep: Class 9 contains 8643 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 207238 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 27867 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 19502 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 64092 members 
Mstep: Class 24 contains 2317 members 
Mstep: Class 25 contains 5897 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 3833 members 
Mstep: Class 28 contains 16655 members 
Mstep: Class 29 contains 1968 members 
Mstep: Class 30 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418552.000000 Penalty: 65304.742188
Iteration 86Q: 31 clusters Score -5.441855e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 158339 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 19770 members 
Mstep: Class 9 contains 8618 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 207191 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 27843 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 19420 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13807 members 
Mstep: Class 23 contains 64006 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 5993 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 3833 members 
Mstep: Class 28 contains 16659 members 
Mstep: Class 29 contains 1967 members 
Mstep: Class 30 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418756.000000 Penalty: 65304.742188
Iteration 87Q: 31 clusters Score -5.441876e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12441 members 
Mstep: Class 3 contains 13405 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 158317 members 
Mstep: Class 7 contains 5714 members 
Mstep: Class 8 contains 19756 members 
Mstep: Class 9 contains 8587 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 207147 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 27823 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 19336 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 13826 members 
Mstep: Class 23 contains 63918 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 6068 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 16673 members 
Mstep: Class 29 contains 1965 members 
Mstep: Class 30 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418892.000000 Penalty: 65304.742188
Iteration 88Q: 31 clusters Score -5.441889e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12432 members 
Mstep: Class 3 contains 13409 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 158314 members 
Mstep: Class 7 contains 5699 members 
Mstep: Class 8 contains 19748 members 
Mstep: Class 9 contains 8559 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 207111 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 27797 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 19256 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 13840 members 
Mstep: Class 23 contains 63839 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 6118 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 16684 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418964.000000 Penalty: 65304.742188
Iteration 89Q: 31 clusters Score -5.441896e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12424 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 158303 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 19741 members 
Mstep: Class 9 contains 8536 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 207084 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 27775 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 19172 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 13849 members 
Mstep: Class 23 contains 63756 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 6157 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 3840 members 
Mstep: Class 28 contains 16679 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419096.000000 Penalty: 65304.742188
Iteration 90Q: 31 clusters Score -5.44191e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 13424 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 158293 members 
Mstep: Class 7 contains 5676 members 
Mstep: Class 8 contains 19730 members 
Mstep: Class 9 contains 8521 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 207072 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 4319 members 
Mstep: Class 14 contains 27746 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 19087 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 12007 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 13856 members 
Mstep: Class 23 contains 63674 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 6201 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 3841 members 
Mstep: Class 28 contains 16654 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419244.000000 Penalty: 65304.742188
Iteration 91Q: 31 clusters Score -5.441924e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12411 members 
Mstep: Class 3 contains 13439 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 158267 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 19724 members 
Mstep: Class 9 contains 8509 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 207040 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 27714 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 19019 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 12007 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 13853 members 
Mstep: Class 23 contains 63603 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 3848 members 
Mstep: Class 28 contains 16650 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419440.000000 Penalty: 65304.742188
Iteration 92Q: 31 clusters Score -5.441944e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12408 members 
Mstep: Class 3 contains 13462 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 158240 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 4820 members 
Mstep: Class 11 contains 207017 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4319 members 
Mstep: Class 14 contains 27686 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 18940 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 63522 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 6291 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 3862 members 
Mstep: Class 28 contains 16642 members 
Mstep: Class 29 contains 1959 members 
Mstep: Class 30 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419468.000000 Penalty: 65304.742188
Iteration 93Q: 31 clusters Score -5.441947e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 6867 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 158235 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 8479 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 206994 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 27658 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 18857 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 63473 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 6331 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 3872 members 
Mstep: Class 28 contains 16627 members 
Mstep: Class 29 contains 1957 members 
Mstep: Class 30 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419572.000000 Penalty: 65304.742188
Iteration 94Q: 31 clusters Score -5.441957e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 6862 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5631 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 4829 members 
Mstep: Class 11 contains 206968 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 27639 members 
Mstep: Class 15 contains 7414 members 
Mstep: Class 16 contains 18804 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 7068 members 
Mstep: Class 22 contains 13858 members 
Mstep: Class 23 contains 63405 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 6363 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 16615 members 
Mstep: Class 29 contains 1954 members 
Mstep: Class 30 contains 6826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419552.000000 Penalty: 65304.742188
Iteration 95Q: 31 clusters Score -5.441955e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13478 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 158231 members 
Mstep: Class 7 contains 5628 members 
Mstep: Class 8 contains 19680 members 
Mstep: Class 9 contains 8445 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 206934 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4341 members 
Mstep: Class 14 contains 27633 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 13867 members 
Mstep: Class 23 contains 63337 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 6391 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 16603 members 
Mstep: Class 29 contains 1952 members 
Mstep: Class 30 contains 6916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419480.000000 Penalty: 65304.742188
Iteration 96Q: 31 clusters Score -5.441948e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158238 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 19674 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 206914 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 27623 members 
Mstep: Class 15 contains 7415 members 
Mstep: Class 16 contains 18701 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 13869 members 
Mstep: Class 23 contains 63294 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 6413 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 3884 members 
Mstep: Class 28 contains 16599 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419520.000000 Penalty: 65304.742188
Iteration 97Q: 31 clusters Score -5.441952e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 158240 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 19669 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 206894 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 27617 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 18661 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 63260 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 6431 members 
Mstep: Class 26 contains 4083 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 16601 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419652.000000 Penalty: 65304.742188
Iteration 98Q: 31 clusters Score -5.441965e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13456 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 158245 members 
Mstep: Class 7 contains 5620 members 
Mstep: Class 8 contains 19665 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 206878 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 18634 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 13856 members 
Mstep: Class 23 contains 63234 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 6448 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 16596 members 
Mstep: Class 29 contains 1946 members 
Mstep: Class 30 contains 7080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419748.000000 Penalty: 65304.742188
Iteration 99Q: 31 clusters Score -5.441975e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 158249 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 8403 members 
Mstep: Class 10 contains 4850 members 
Mstep: Class 11 contains 206867 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18611 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 13860 members 
Mstep: Class 23 contains 63208 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 6464 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 16592 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419800.000000 Penalty: 65304.742188
Iteration 100F: 31 clusters Score -5.44198e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 13458 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 158245 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19650 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 206847 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 27570 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18572 members 
Mstep: Class 17 contains 8206 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 63182 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 6489 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 3891 members 
Mstep: Class 28 contains 16585 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 7164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419764.000000 Penalty: 65304.742188
Iteration 101Q: 31 clusters Score -5.441976e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 158246 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 4855 members 
Mstep: Class 11 contains 206838 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 27551 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 18518 members 
Mstep: Class 17 contains 8233 members 
Mstep: Class 18 contains 2082 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 13863 members 
Mstep: Class 23 contains 63161 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 6518 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 3891 members 
Mstep: Class 28 contains 16578 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419776.000000 Penalty: 65304.742188
Iteration 102Q: 31 clusters Score -5.441978e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 158248 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 8351 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 206837 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 27530 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 18470 members 
Mstep: Class 17 contains 8270 members 
Mstep: Class 18 contains 2080 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13865 members 
Mstep: Class 23 contains 63131 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 3895 members 
Mstep: Class 28 contains 16574 members 
Mstep: Class 29 contains 1946 members 
Mstep: Class 30 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 31 clusters Score -5.441983e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 6834 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 158251 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19645 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 206829 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 27506 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 18425 members 
Mstep: Class 17 contains 8301 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13861 members 
Mstep: Class 23 contains 63105 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 6572 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 3900 members 
Mstep: Class 28 contains 16572 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419740.000000 Penalty: 65304.742188
Iteration 104Q: 31 clusters Score -5.441974e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 158252 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 8314 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 206820 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 27482 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 8335 members 
Mstep: Class 18 contains 2084 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13849 members 
Mstep: Class 23 contains 63100 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 6593 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 3899 members 
Mstep: Class 28 contains 16563 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7398 members 
Entering Unmasked Estep 
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Iteration 105Q: 31 clusters Score -5.441971e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 158253 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 8293 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 206814 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 27467 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 18358 members 
Mstep: Class 17 contains 8376 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 12030 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13842 members 
Mstep: Class 23 contains 63087 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 6614 members 
Mstep: Class 26 contains 4078 members 
Mstep: Class 27 contains 3905 members 
Mstep: Class 28 contains 16558 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7453 members 
Entering Unmasked Estep 
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Iteration 106Q: 31 clusters Score -5.441985e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13433 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 158255 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19641 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 4883 members 
Mstep: Class 11 contains 206797 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 27452 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18321 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 12030 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 63083 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 6637 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 3909 members 
Mstep: Class 28 contains 16558 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7506 members 
Entering Unmasked Estep 
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Iteration 107Q: 31 clusters Score -5.441986e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13425 members 
Mstep: Class 4 contains 6826 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 158248 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 206790 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 27427 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 8436 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13827 members 
Mstep: Class 23 contains 63069 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 3913 members 
Mstep: Class 28 contains 16547 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 7553 members 
Entering Unmasked Estep 
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Iteration 108Q: 31 clusters Score -5.441986e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 158244 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 206788 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 27409 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18254 members 
Mstep: Class 17 contains 8474 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 13828 members 
Mstep: Class 23 contains 63061 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 3920 members 
Mstep: Class 28 contains 16535 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7588 members 
Entering Unmasked Estep 
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Iteration 109Q: 31 clusters Score -5.441982e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12386 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 158245 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19645 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 206783 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 27393 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18229 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13825 members 
Mstep: Class 23 contains 63053 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 6723 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 3920 members 
Mstep: Class 28 contains 16534 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7607 members 
Entering Unmasked Estep 
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Iteration 110Q: 31 clusters Score -5.441988e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 158235 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 206779 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27387 members 
Mstep: Class 15 contains 7419 members 
Mstep: Class 16 contains 18205 members 
Mstep: Class 17 contains 8526 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 63044 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 3921 members 
Mstep: Class 28 contains 16528 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419856.000000 Penalty: 65304.742188
Iteration 111Q: 31 clusters Score -5.441986e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 158235 members 
Mstep: Class 7 contains 5614 members 
Mstep: Class 8 contains 19643 members 
Mstep: Class 9 contains 8195 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 206773 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 27375 members 
Mstep: Class 15 contains 7420 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 63042 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 6762 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 3920 members 
Mstep: Class 28 contains 16524 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419884.000000 Penalty: 65304.742188
Iteration 112Q: 31 clusters Score -5.441988e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 158232 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 8169 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 206766 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 27367 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 18169 members 
Mstep: Class 17 contains 8601 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 12026 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13827 members 
Mstep: Class 23 contains 63036 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 6779 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 3922 members 
Mstep: Class 28 contains 16519 members 
Mstep: Class 29 contains 1943 members 
Mstep: Class 30 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419920.000000 Penalty: 65304.742188
Iteration 113Q: 31 clusters Score -5.441992e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 158237 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 8137 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 206756 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 27366 members 
Mstep: Class 15 contains 7423 members 
Mstep: Class 16 contains 18156 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 13826 members 
Mstep: Class 23 contains 63036 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 6785 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16516 members 
Mstep: Class 29 contains 1942 members 
Mstep: Class 30 contains 7695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419992.000000 Penalty: 65304.742188
Iteration 114Q: 31 clusters Score -5.441999e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 158232 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 8095 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 206758 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 27363 members 
Mstep: Class 15 contains 7425 members 
Mstep: Class 16 contains 18144 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 63035 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16511 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420028.000000 Penalty: 65304.742188
Iteration 115Q: 31 clusters Score -5.442003e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 6819 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158235 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 8052 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 206753 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 27348 members 
Mstep: Class 15 contains 7428 members 
Mstep: Class 16 contains 18128 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13818 members 
Mstep: Class 23 contains 63034 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 6804 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16510 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 7738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420000.000000 Penalty: 65304.742188
Iteration 116Q: 31 clusters Score -5.442e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13411 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 158233 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 206752 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 27344 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 63036 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 6812 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16506 members 
Mstep: Class 29 contains 1942 members 
Mstep: Class 30 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420108.000000 Penalty: 65304.742188
Iteration 117Q: 31 clusters Score -5.442011e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13411 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 158235 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 19639 members 
Mstep: Class 9 contains 7946 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 206747 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 27335 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 18089 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 13796 members 
Mstep: Class 23 contains 63038 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 4061 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16508 members 
Mstep: Class 29 contains 1942 members 
Mstep: Class 30 contains 7793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420140.000000 Penalty: 65304.742188
Iteration 118Q: 31 clusters Score -5.442014e+07 nChanged 221
Entering ConstructFrom: 
Score: -54420140.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -254111.359375 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -254111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -251236.375000 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -251236.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -251951.343750 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -251951.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252161.953125 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -252162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -252346.671875 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -252346.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -252537.718750 Penalty: 2619.469971
	Iteration 4F: 3 clusters Score -252537.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -252699.531250 Penalty: 2619.469971
	Iteration 5F: 3 clusters Score -252699.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -252851.750000 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -252851.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -252967.109375 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -252967.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -253037.187500 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -253037.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -253092.125000 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -253092.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -253145.437500 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -253145.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -253197.078125 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -253197.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -253234.859375 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -253234.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -253274.187500 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -253274.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -253319.093750 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -253319.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -253360.312500 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -253360.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -253402.562500 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -253402.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -253428.562500 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -253428.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -253452.390625 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -253452.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -253479.703125 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -253479.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -253508.531250 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -253508.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -253561.937500 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -253561.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -253608.828125 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -253608.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -253640.218750 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -253640.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -253664.312500 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -253664.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -253688.453125 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -253688.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -253713.140625 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -253713.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -253736.171875 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -253736.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -253767.000000 Penalty: 2619.469971
	Iteration 28Q: 3 clusters Score -253767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -253795.187500 Penalty: 2619.469971
	Iteration 29Q: 3 clusters Score -253795.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -253811.937500 Penalty: 2619.469971
	Iteration 30Q: 3 clusters Score -253811.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -253828.890625 Penalty: 2619.469971
	Iteration 31Q: 3 clusters Score -253828.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -253856.421875 Penalty: 2619.469971
	Iteration 32Q: 3 clusters Score -253856.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -253897.062500 Penalty: 2619.469971
	Iteration 33Q: 3 clusters Score -253897.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -253953.125000 Penalty: 2619.469971
	Iteration 34Q: 3 clusters Score -253953.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -254029.078125 Penalty: 2619.469971
	Iteration 35Q: 3 clusters Score -254029.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -254145.562500 Penalty: 2619.469971
	Iteration 36Q: 3 clusters Score -254145.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -254263.937500 Penalty: 2619.469971
	Iteration 37Q: 3 clusters Score -254263.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -254330.781250 Penalty: 2619.469971
	Iteration 38Q: 3 clusters Score -254330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -254350.812500 Penalty: 2619.469971
	Iteration 39Q: 3 clusters Score -254350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -254359.984375 Penalty: 2619.469971
	Iteration 40F: 3 clusters Score -254360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -254362.375000 Penalty: 2619.469971
	Iteration 41Q: 3 clusters Score -254362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -254363.921875 Penalty: 2619.469971
	Iteration 42Q: 3 clusters Score -254363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254365.453125 Penalty: 2619.469971
	Iteration 43Q: 3 clusters Score -254365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -254365.953125 Penalty: 2619.469971
	Iteration 44Q: 3 clusters Score -254366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -254366.156250 Penalty: 2619.469971
	Iteration 45Q: 3 clusters Score -254366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254366.406250 Penalty: 2619.469971
	Iteration 46Q: 3 clusters Score -254366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -254366.406250 Penalty: 2619.469971
	Iteration 47F: 3 clusters Score -254366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206750 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18072 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 63041 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16509 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 7812 members 
Mstep: Class 31 contains 1252 members 
Entering Unmasked Estep 
Score: -54419528.000000 Penalty: 67481.570312
Splitting cluster 1 changes total score from -54420140.000000 to -54419528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (12384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Entering Unmasked Estep 
Score: -1036645.937500 Penalty: 1531.426147
	Iteration 0F: 2 clusters Score -1036646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1027892.875000 Penalty: 3062.852295
	Iteration 0F: 3 clusters Score -1027893 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1030790.500000 Penalty: 3062.852295
	Iteration 1F: 3 clusters Score -1030790 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1031141.875000 Penalty: 3062.852295
	Iteration 2F: 3 clusters Score -1031142 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1031456.937500 Penalty: 3062.852295
	Iteration 3F: 3 clusters Score -1031457 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1031762.437500 Penalty: 3062.852295
	Iteration 4F: 3 clusters Score -1031762 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1032079.375000 Penalty: 3062.852295
	Iteration 5F: 3 clusters Score -1032079 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1032401.687500 Penalty: 3062.852295
	Iteration 6Q: 3 clusters Score -1032402 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1032770.000000 Penalty: 3062.852295
	Iteration 7Q: 3 clusters Score -1032770 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1033172.125000 Penalty: 3062.852295
	Iteration 8Q: 3 clusters Score -1033172 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1033605.875000 Penalty: 3062.852295
	Iteration 9Q: 3 clusters Score -1033606 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1033974.625000 Penalty: 3062.852295
	Iteration 10Q: 3 clusters Score -1033975 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1034267.875000 Penalty: 3062.852295
	Iteration 11Q: 3 clusters Score -1034268 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1034476.937500 Penalty: 3062.852295
	Iteration 12Q: 3 clusters Score -1034477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1034613.187500 Penalty: 3062.852295
	Iteration 13Q: 3 clusters Score -1034613 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1034694.562500 Penalty: 3062.852295
	Iteration 14Q: 3 clusters Score -1034695 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1034746.000000 Penalty: 3062.852295
	Iteration 15Q: 3 clusters Score -1034746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1034789.500000 Penalty: 3062.852295
	Iteration 16Q: 3 clusters Score -1034790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1034833.750000 Penalty: 3062.852295
	Iteration 17Q: 3 clusters Score -1034834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1034860.937500 Penalty: 3062.852295
	Iteration 18Q: 3 clusters Score -1034861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1034894.000000 Penalty: 3062.852295
	Iteration 19Q: 3 clusters Score -1034894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1034925.812500 Penalty: 3062.852295
	Iteration 20F: 3 clusters Score -1034926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1034961.187500 Penalty: 3062.852295
	Iteration 21Q: 3 clusters Score -1034961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1034987.937500 Penalty: 3062.852295
	Iteration 22Q: 3 clusters Score -1034988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1035013.312500 Penalty: 3062.852295
	Iteration 23Q: 3 clusters Score -1035013 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1035038.750000 Penalty: 3062.852295
	Iteration 24Q: 3 clusters Score -1035039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1035057.937500 Penalty: 3062.852295
	Iteration 25Q: 3 clusters Score -1035058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1035076.812500 Penalty: 3062.852295
	Iteration 26Q: 3 clusters Score -1035077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1035094.062500 Penalty: 3062.852295
	Iteration 27Q: 3 clusters Score -1035094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1035119.187500 Penalty: 3062.852295
	Iteration 28Q: 3 clusters Score -1035119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1035136.687500 Penalty: 3062.852295
	Iteration 29Q: 3 clusters Score -1035137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1035159.187500 Penalty: 3062.852295
	Iteration 30Q: 3 clusters Score -1035159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1035179.062500 Penalty: 3062.852295
	Iteration 31Q: 3 clusters Score -1035179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1035190.937500 Penalty: 3062.852295
	Iteration 32Q: 3 clusters Score -1035191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1035203.812500 Penalty: 3062.852295
	Iteration 33Q: 3 clusters Score -1035204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1035212.187500 Penalty: 3062.852295
	Iteration 34Q: 3 clusters Score -1035212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1035216.812500 Penalty: 3062.852295
	Iteration 35Q: 3 clusters Score -1035217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1035226.062500 Penalty: 3062.852295
	Iteration 36Q: 3 clusters Score -1035226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1035230.000000 Penalty: 3062.852295
	Iteration 37Q: 3 clusters Score -1035230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1035241.562500 Penalty: 3062.852295
	Iteration 38Q: 3 clusters Score -1035242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1035252.500000 Penalty: 3062.852295
	Iteration 39Q: 3 clusters Score -1035252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1035264.437500 Penalty: 3062.852295
	Iteration 40F: 3 clusters Score -1035264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1035275.437500 Penalty: 3062.852295
	Iteration 41Q: 3 clusters Score -1035275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1035282.000000 Penalty: 3062.852295
	Iteration 42Q: 3 clusters Score -1035282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1035286.750000 Penalty: 3062.852295
	Iteration 43Q: 3 clusters Score -1035287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1035293.562500 Penalty: 3062.852295
	Iteration 44Q: 3 clusters Score -1035294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1035297.125000 Penalty: 3062.852295
	Iteration 45Q: 3 clusters Score -1035297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1035303.937500 Penalty: 3062.852295
	Iteration 46Q: 3 clusters Score -1035304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1035312.437500 Penalty: 3062.852295
	Iteration 47Q: 3 clusters Score -1035312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1035320.250000 Penalty: 3062.852295
	Iteration 48Q: 3 clusters Score -1035320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1035328.312500 Penalty: 3062.852295
	Iteration 49Q: 3 clusters Score -1035328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1035335.500000 Penalty: 3062.852295
	Iteration 50Q: 3 clusters Score -1035336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1035337.812500 Penalty: 3062.852295
	Iteration 51Q: 3 clusters Score -1035338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1035345.750000 Penalty: 3062.852295
	Iteration 52Q: 3 clusters Score -1035346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1035351.500000 Penalty: 3062.852295
	Iteration 53Q: 3 clusters Score -1035352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1035355.000000 Penalty: 3062.852295
	Iteration 54Q: 3 clusters Score -1035355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1035362.750000 Penalty: 3062.852295
	Iteration 55Q: 3 clusters Score -1035363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1035367.437500 Penalty: 3062.852295
	Iteration 56Q: 3 clusters Score -1035367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1035372.562500 Penalty: 3062.852295
	Iteration 57Q: 3 clusters Score -1035373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1035376.875000 Penalty: 3062.852295
	Iteration 58Q: 3 clusters Score -1035377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1035381.187500 Penalty: 3062.852295
	Iteration 59Q: 3 clusters Score -1035381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1035387.437500 Penalty: 3062.852295
	Iteration 60F: 3 clusters Score -1035387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1035391.937500 Penalty: 3062.852295
	Iteration 61Q: 3 clusters Score -1035392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1035396.750000 Penalty: 3062.852295
	Iteration 62Q: 3 clusters Score -1035397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1035403.875000 Penalty: 3062.852295
	Iteration 63Q: 3 clusters Score -1035404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1035406.375000 Penalty: 3062.852295
	Iteration 64Q: 3 clusters Score -1035406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1035409.812500 Penalty: 3062.852295
	Iteration 65Q: 3 clusters Score -1035410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1035413.312500 Penalty: 3062.852295
	Iteration 66Q: 3 clusters Score -1035413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1035417.937500 Penalty: 3062.852295
	Iteration 67Q: 3 clusters Score -1035418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1035417.687500 Penalty: 3062.852295
	Iteration 68Q: 3 clusters Score -1035418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1035423.312500 Penalty: 3062.852295
	Iteration 69Q: 3 clusters Score -1035423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1035425.312500 Penalty: 3062.852295
	Iteration 70Q: 3 clusters Score -1035425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1035429.062500 Penalty: 3062.852295
	Iteration 71Q: 3 clusters Score -1035429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1035432.625000 Penalty: 3062.852295
	Iteration 72Q: 3 clusters Score -1035433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1035436.875000 Penalty: 3062.852295
	Iteration 73Q: 3 clusters Score -1035437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1035438.625000 Penalty: 3062.852295
	Iteration 74Q: 3 clusters Score -1035439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1035439.937500 Penalty: 3062.852295
	Iteration 75Q: 3 clusters Score -1035440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1035440.750000 Penalty: 3062.852295
	Iteration 76Q: 3 clusters Score -1035441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1035445.875000 Penalty: 3062.852295
	Iteration 77Q: 3 clusters Score -1035446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1035444.062500 Penalty: 3062.852295
	Iteration 78Q: 3 clusters Score -1035444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1035444.562500 Penalty: 3062.852295
	Iteration 79Q: 3 clusters Score -1035445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1035444.562500 Penalty: 3062.852295
	Iteration 80F: 3 clusters Score -1035445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1056222.125000 Penalty: 1544.275513
	Iteration 0F: 2 clusters Score -1056222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1046919.187500 Penalty: 3088.551025
	Iteration 0F: 3 clusters Score -1046919 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1050132.000000 Penalty: 3088.551025
	Iteration 1F: 3 clusters Score -1050132 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1050451.375000 Penalty: 3088.551025
	Iteration 2F: 3 clusters Score -1050451 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1050736.125000 Penalty: 3088.551025
	Iteration 3Q: 3 clusters Score -1050736 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1051014.375000 Penalty: 3088.551025
	Iteration 4Q: 3 clusters Score -1051014 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1051300.875000 Penalty: 3088.551025
	Iteration 5Q: 3 clusters Score -1051301 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1051629.250000 Penalty: 3088.551025
	Iteration 6Q: 3 clusters Score -1051629 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1051982.000000 Penalty: 3088.551025
	Iteration 7Q: 3 clusters Score -1051982 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1052380.375000 Penalty: 3088.551025
	Iteration 8Q: 3 clusters Score -1052380 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1052706.625000 Penalty: 3088.551025
	Iteration 9Q: 3 clusters Score -1052707 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1052978.625000 Penalty: 3088.551025
	Iteration 10Q: 3 clusters Score -1052979 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1053188.500000 Penalty: 3088.551025
	Iteration 11Q: 3 clusters Score -1053188 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1053356.125000 Penalty: 3088.551025
	Iteration 12Q: 3 clusters Score -1053356 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1053497.875000 Penalty: 3088.551025
	Iteration 13Q: 3 clusters Score -1053498 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1053600.125000 Penalty: 3088.551025
	Iteration 14Q: 3 clusters Score -1053600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1053676.625000 Penalty: 3088.551025
	Iteration 15Q: 3 clusters Score -1053677 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1053728.500000 Penalty: 3088.551025
	Iteration 16Q: 3 clusters Score -1053728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1053765.125000 Penalty: 3088.551025
	Iteration 17Q: 3 clusters Score -1053765 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1053796.375000 Penalty: 3088.551025
	Iteration 18Q: 3 clusters Score -1053796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1053820.500000 Penalty: 3088.551025
	Iteration 19Q: 3 clusters Score -1053820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1053839.500000 Penalty: 3088.551025
	Iteration 20F: 3 clusters Score -1053840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1053848.625000 Penalty: 3088.551025
	Iteration 21Q: 3 clusters Score -1053849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1053857.500000 Penalty: 3088.551025
	Iteration 22Q: 3 clusters Score -1053858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1053862.875000 Penalty: 3088.551025
	Iteration 23Q: 3 clusters Score -1053863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1053865.500000 Penalty: 3088.551025
	Iteration 24Q: 3 clusters Score -1053866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1053868.625000 Penalty: 3088.551025
	Iteration 25Q: 3 clusters Score -1053869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1053872.750000 Penalty: 3088.551025
	Iteration 26Q: 3 clusters Score -1053873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1053878.000000 Penalty: 3088.551025
	Iteration 27Q: 3 clusters Score -1053878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1053878.250000 Penalty: 3088.551025
	Iteration 28Q: 3 clusters Score -1053878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1053879.875000 Penalty: 3088.551025
	Iteration 29Q: 3 clusters Score -1053880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1053878.625000 Penalty: 3088.551025
	Iteration 30Q: 3 clusters Score -1053879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1053878.125000 Penalty: 3088.551025
	Iteration 31Q: 3 clusters Score -1053878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1053878.500000 Penalty: 3088.551025
	Iteration 32Q: 3 clusters Score -1053878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1053881.875000 Penalty: 3088.551025
	Iteration 33Q: 3 clusters Score -1053882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1053882.500000 Penalty: 3088.551025
	Iteration 34Q: 3 clusters Score -1053882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1053879.750000 Penalty: 3088.551025
	Iteration 35Q: 3 clusters Score -1053880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1053881.625000 Penalty: 3088.551025
	Iteration 36Q: 3 clusters Score -1053882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1053882.875000 Penalty: 3088.551025
	Iteration 37Q: 3 clusters Score -1053883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1053881.750000 Penalty: 3088.551025
	Iteration 38Q: 3 clusters Score -1053882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1053881.375000 Penalty: 3088.551025
	Iteration 39Q: 3 clusters Score -1053881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1053884.000000 Penalty: 3088.551025
	Iteration 40F: 3 clusters Score -1053884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1053884.750000 Penalty: 3088.551025
	Iteration 41Q: 3 clusters Score -1053885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1053885.375000 Penalty: 3088.551025
	Iteration 42Q: 3 clusters Score -1053885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1053886.000000 Penalty: 3088.551025
	Iteration 43Q: 3 clusters Score -1053886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1053887.125000 Penalty: 3088.551025
	Iteration 44Q: 3 clusters Score -1053887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1053888.125000 Penalty: 3088.551025
	Iteration 45Q: 3 clusters Score -1053888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1053890.750000 Penalty: 3088.551025
	Iteration 46Q: 3 clusters Score -1053891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1053888.500000 Penalty: 3088.551025
	Iteration 47Q: 3 clusters Score -1053888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1053892.125000 Penalty: 3088.551025
	Iteration 48Q: 3 clusters Score -1053892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1053892.125000 Penalty: 3088.551025
	Iteration 49Q: 3 clusters Score -1053892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1053890.500000 Penalty: 3088.551025
	Iteration 50Q: 3 clusters Score -1053890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1053891.250000 Penalty: 3088.551025
	Iteration 51Q: 3 clusters Score -1053891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1053891.000000 Penalty: 3088.551025
	Iteration 52Q: 3 clusters Score -1053891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1053892.375000 Penalty: 3088.551025
	Iteration 53Q: 3 clusters Score -1053892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1053893.000000 Penalty: 3088.551025
	Iteration 54Q: 3 clusters Score -1053893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1053894.250000 Penalty: 3088.551025
	Iteration 55Q: 3 clusters Score -1053894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1053896.125000 Penalty: 3088.551025
	Iteration 56Q: 3 clusters Score -1053896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1053893.000000 Penalty: 3088.551025
	Iteration 57Q: 3 clusters Score -1053893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1053894.125000 Penalty: 3088.551025
	Iteration 58Q: 3 clusters Score -1053894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1053893.625000 Penalty: 3088.551025
	Iteration 59Q: 3 clusters Score -1053894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1053894.500000 Penalty: 3088.551025
	Iteration 60F: 3 clusters Score -1053894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1053896.375000 Penalty: 3088.551025
	Iteration 61Q: 3 clusters Score -1053896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1053894.875000 Penalty: 3088.551025
	Iteration 62Q: 3 clusters Score -1053895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1053898.500000 Penalty: 3088.551025
	Iteration 63Q: 3 clusters Score -1053898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1053898.500000 Penalty: 3088.551025
	Iteration 64F: 3 clusters Score -1053898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -575685.500000 Penalty: 1434.558838
	Iteration 0F: 2 clusters Score -575685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -570543.625000 Penalty: 2869.117676
	Iteration 0F: 3 clusters Score -570543.6 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -572187.000000 Penalty: 2869.117676
	Iteration 1F: 3 clusters Score -572187 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -572417.812500 Penalty: 2869.117676
	Iteration 2F: 3 clusters Score -572417.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -572584.812500 Penalty: 2869.117676
	Iteration 3F: 3 clusters Score -572584.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -572743.125000 Penalty: 2869.117676
	Iteration 4Q: 3 clusters Score -572743.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -572934.187500 Penalty: 2869.117676
	Iteration 5Q: 3 clusters Score -572934.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -573103.937500 Penalty: 2869.117676
	Iteration 6Q: 3 clusters Score -573103.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -573259.250000 Penalty: 2869.117676
	Iteration 7Q: 3 clusters Score -573259.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -573424.625000 Penalty: 2869.117676
	Iteration 8Q: 3 clusters Score -573424.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -573583.750000 Penalty: 2869.117676
	Iteration 9Q: 3 clusters Score -573583.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -573724.312500 Penalty: 2869.117676
	Iteration 10Q: 3 clusters Score -573724.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -573887.125000 Penalty: 2869.117676
	Iteration 11Q: 3 clusters Score -573887.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -574088.437500 Penalty: 2869.117676
	Iteration 12Q: 3 clusters Score -574088.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -574290.062500 Penalty: 2869.117676
	Iteration 13Q: 3 clusters Score -574290.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -574482.750000 Penalty: 2869.117676
	Iteration 14Q: 3 clusters Score -574482.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -574633.187500 Penalty: 2869.117676
	Iteration 15Q: 3 clusters Score -574633.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -574710.562500 Penalty: 2869.117676
	Iteration 16Q: 3 clusters Score -574710.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -574754.937500 Penalty: 2869.117676
	Iteration 17Q: 3 clusters Score -574754.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -574783.625000 Penalty: 2869.117676
	Iteration 18Q: 3 clusters Score -574783.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -574801.687500 Penalty: 2869.117676
	Iteration 19Q: 3 clusters Score -574801.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -574819.562500 Penalty: 2869.117676
	Iteration 20F: 3 clusters Score -574819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -574831.937500 Penalty: 2869.117676
	Iteration 21Q: 3 clusters Score -574831.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -574842.875000 Penalty: 2869.117676
	Iteration 22Q: 3 clusters Score -574842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -574851.625000 Penalty: 2869.117676
	Iteration 23Q: 3 clusters Score -574851.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -574857.562500 Penalty: 2869.117676
	Iteration 24Q: 3 clusters Score -574857.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -574862.000000 Penalty: 2869.117676
	Iteration 25Q: 3 clusters Score -574862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -574865.562500 Penalty: 2869.117676
	Iteration 26Q: 3 clusters Score -574865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -574868.375000 Penalty: 2869.117676
	Iteration 27Q: 3 clusters Score -574868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -574873.687500 Penalty: 2869.117676
	Iteration 28Q: 3 clusters Score -574873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -574877.187500 Penalty: 2869.117676
	Iteration 29Q: 3 clusters Score -574877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -574881.875000 Penalty: 2869.117676
	Iteration 30Q: 3 clusters Score -574881.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -574884.937500 Penalty: 2869.117676
	Iteration 31Q: 3 clusters Score -574884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -574886.812500 Penalty: 2869.117676
	Iteration 32Q: 3 clusters Score -574886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -574889.750000 Penalty: 2869.117676
	Iteration 33Q: 3 clusters Score -574889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -574890.375000 Penalty: 2869.117676
	Iteration 34Q: 3 clusters Score -574890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -574893.687500 Penalty: 2869.117676
	Iteration 35Q: 3 clusters Score -574893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -574894.937500 Penalty: 2869.117676
	Iteration 36Q: 3 clusters Score -574894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -574895.562500 Penalty: 2869.117676
	Iteration 37Q: 3 clusters Score -574895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -574896.875000 Penalty: 2869.117676
	Iteration 38Q: 3 clusters Score -574896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -574896.500000 Penalty: 2869.117676
	Iteration 39Q: 3 clusters Score -574896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -574896.500000 Penalty: 2869.117676
	Iteration 40F: 3 clusters Score -574896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -299282.531250 Penalty: 1331.921021
	Iteration 0F: 2 clusters Score -299282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -296142.875000 Penalty: 2663.842041
	Iteration 0F: 3 clusters Score -296142.9 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -296911.656250 Penalty: 2663.842041
	Iteration 1F: 3 clusters Score -296911.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297051.531250 Penalty: 2663.842041
	Iteration 2F: 3 clusters Score -297051.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -297149.062500 Penalty: 2663.842041
	Iteration 3F: 3 clusters Score -297149.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -297227.875000 Penalty: 2663.842041
	Iteration 4Q: 3 clusters Score -297227.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -297284.906250 Penalty: 2663.842041
	Iteration 5Q: 3 clusters Score -297284.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -297335.281250 Penalty: 2663.842041
	Iteration 6Q: 3 clusters Score -297335.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -297378.625000 Penalty: 2663.842041
	Iteration 7Q: 3 clusters Score -297378.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -297416.750000 Penalty: 2663.842041
	Iteration 8Q: 3 clusters Score -297416.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -297453.000000 Penalty: 2663.842041
	Iteration 9Q: 3 clusters Score -297453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -297490.468750 Penalty: 2663.842041
	Iteration 10Q: 3 clusters Score -297490.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297533.968750 Penalty: 2663.842041
	Iteration 11Q: 3 clusters Score -297534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -297574.000000 Penalty: 2663.842041
	Iteration 12Q: 3 clusters Score -297574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -297615.406250 Penalty: 2663.842041
	Iteration 13Q: 3 clusters Score -297615.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -297651.031250 Penalty: 2663.842041
	Iteration 14Q: 3 clusters Score -297651 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -297699.187500 Penalty: 2663.842041
	Iteration 15Q: 3 clusters Score -297699.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -297736.750000 Penalty: 2663.842041
	Iteration 16Q: 3 clusters Score -297736.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -297771.843750 Penalty: 2663.842041
	Iteration 17Q: 3 clusters Score -297771.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -297799.281250 Penalty: 2663.842041
	Iteration 18Q: 3 clusters Score -297799.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -297819.562500 Penalty: 2663.842041
	Iteration 19Q: 3 clusters Score -297819.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -297839.875000 Penalty: 2663.842041
	Iteration 20F: 3 clusters Score -297839.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -297861.531250 Penalty: 2663.842041
	Iteration 21Q: 3 clusters Score -297861.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -297884.875000 Penalty: 2663.842041
	Iteration 22Q: 3 clusters Score -297884.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -297910.406250 Penalty: 2663.842041
	Iteration 23Q: 3 clusters Score -297910.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -297927.593750 Penalty: 2663.842041
	Iteration 24Q: 3 clusters Score -297927.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -297939.750000 Penalty: 2663.842041
	Iteration 25Q: 3 clusters Score -297939.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -297949.218750 Penalty: 2663.842041
	Iteration 26Q: 3 clusters Score -297949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -297959.906250 Penalty: 2663.842041
	Iteration 27Q: 3 clusters Score -297959.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -297970.375000 Penalty: 2663.842041
	Iteration 28Q: 3 clusters Score -297970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -297986.406250 Penalty: 2663.842041
	Iteration 29Q: 3 clusters Score -297986.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -298005.062500 Penalty: 2663.842041
	Iteration 30Q: 3 clusters Score -298005.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -298024.750000 Penalty: 2663.842041
	Iteration 31Q: 3 clusters Score -298024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -298040.593750 Penalty: 2663.842041
	Iteration 32Q: 3 clusters Score -298040.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -298057.531250 Penalty: 2663.842041
	Iteration 33Q: 3 clusters Score -298057.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -298074.687500 Penalty: 2663.842041
	Iteration 34Q: 3 clusters Score -298074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -298083.656250 Penalty: 2663.842041
	Iteration 35Q: 3 clusters Score -298083.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -298095.031250 Penalty: 2663.842041
	Iteration 36Q: 3 clusters Score -298095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -298102.687500 Penalty: 2663.842041
	Iteration 37Q: 3 clusters Score -298102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -298110.156250 Penalty: 2663.842041
	Iteration 38Q: 3 clusters Score -298110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -298112.656250 Penalty: 2663.842041
	Iteration 39Q: 3 clusters Score -298112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -298113.250000 Penalty: 2663.842041
	Iteration 40F: 3 clusters Score -298113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -298113.281250 Penalty: 2663.842041
	Iteration 41Q: 3 clusters Score -298113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -298113.187500 Penalty: 2663.842041
	Iteration 42Q: 3 clusters Score -298113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -298113.187500 Penalty: 2663.842041
	Iteration 43F: 3 clusters Score -298113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Entering Unmasked Estep 
Score: -13679437.000000 Penalty: 1945.422485
	Iteration 0F: 2 clusters Score -1.367944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -13573266.000000 Penalty: 3890.844971
	Iteration 0F: 3 clusters Score -1.357327e+07 nChanged 76721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -13618761.000000 Penalty: 3890.844971
	Iteration 1F: 3 clusters Score -1.361876e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -13620583.000000 Penalty: 3890.844971
	Iteration 2Q: 3 clusters Score -1.362058e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -13622869.000000 Penalty: 3890.844971
	Iteration 3Q: 3 clusters Score -1.362287e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -13625912.000000 Penalty: 3890.844971
	Iteration 4Q: 3 clusters Score -1.362591e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -13629315.000000 Penalty: 3890.844971
	Iteration 5Q: 3 clusters Score -1.362932e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -13633194.000000 Penalty: 3890.844971
	Iteration 6F: 3 clusters Score -1.363319e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -13636999.000000 Penalty: 3890.844971
	Iteration 7F: 3 clusters Score -1.3637e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -13640229.000000 Penalty: 3890.844971
	Iteration 8Q: 3 clusters Score -1.364023e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -13642917.000000 Penalty: 3890.844971
	Iteration 9Q: 3 clusters Score -1.364292e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -13645615.000000 Penalty: 3890.844971
	Iteration 10Q: 3 clusters Score -1.364562e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -13648233.000000 Penalty: 3890.844971
	Iteration 11Q: 3 clusters Score -1.364823e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -13650512.000000 Penalty: 3890.844971
	Iteration 12Q: 3 clusters Score -1.365051e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -13652369.000000 Penalty: 3890.844971
	Iteration 13Q: 3 clusters Score -1.365237e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -13653799.000000 Penalty: 3890.844971
	Iteration 14Q: 3 clusters Score -1.36538e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -13654976.000000 Penalty: 3890.844971
	Iteration 15Q: 3 clusters Score -1.365498e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -13655967.000000 Penalty: 3890.844971
	Iteration 16Q: 3 clusters Score -1.365597e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -13656913.000000 Penalty: 3890.844971
	Iteration 17Q: 3 clusters Score -1.365691e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -13657803.000000 Penalty: 3890.844971
	Iteration 18Q: 3 clusters Score -1.36578e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -13658831.000000 Penalty: 3890.844971
	Iteration 19Q: 3 clusters Score -1.365883e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -13660095.000000 Penalty: 3890.844971
	Iteration 20F: 3 clusters Score -1.36601e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -13661491.000000 Penalty: 3890.844971
	Iteration 21Q: 3 clusters Score -1.366149e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -13663140.000000 Penalty: 3890.844971
	Iteration 22Q: 3 clusters Score -1.366314e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -13664845.000000 Penalty: 3890.844971
	Iteration 23Q: 3 clusters Score -1.366484e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -13666600.000000 Penalty: 3890.844971
	Iteration 24Q: 3 clusters Score -1.36666e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -13668510.000000 Penalty: 3890.844971
	Iteration 25Q: 3 clusters Score -1.366851e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139412 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -13670080.000000 Penalty: 3890.844971
	Iteration 26Q: 3 clusters Score -1.367008e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -13671422.000000 Penalty: 3890.844971
	Iteration 27Q: 3 clusters Score -1.367142e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143699 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -13672510.000000 Penalty: 3890.844971
	Iteration 28Q: 3 clusters Score -1.367251e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -13673390.000000 Penalty: 3890.844971
	Iteration 29Q: 3 clusters Score -1.367339e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -13674106.000000 Penalty: 3890.844971
	Iteration 30Q: 3 clusters Score -1.367411e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -13674662.000000 Penalty: 3890.844971
	Iteration 31Q: 3 clusters Score -1.367466e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -13675069.000000 Penalty: 3890.844971
	Iteration 32Q: 3 clusters Score -1.367507e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -13675430.000000 Penalty: 3890.844971
	Iteration 33Q: 3 clusters Score -1.367543e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150958 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -13675688.000000 Penalty: 3890.844971
	Iteration 34Q: 3 clusters Score -1.367569e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151778 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -13676016.000000 Penalty: 3890.844971
	Iteration 35Q: 3 clusters Score -1.367602e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -13676248.000000 Penalty: 3890.844971
	Iteration 36Q: 3 clusters Score -1.367625e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -13676474.000000 Penalty: 3890.844971
	Iteration 37Q: 3 clusters Score -1.367647e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -13676677.000000 Penalty: 3890.844971
	Iteration 38Q: 3 clusters Score -1.367668e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154173 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -13676832.000000 Penalty: 3890.844971
	Iteration 39Q: 3 clusters Score -1.367683e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -13676972.000000 Penalty: 3890.844971
	Iteration 40F: 3 clusters Score -1.367697e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155054 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -13677076.000000 Penalty: 3890.844971
	Iteration 41Q: 3 clusters Score -1.367708e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13677161.000000 Penalty: 3890.844971
	Iteration 42Q: 3 clusters Score -1.367716e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13677269.000000 Penalty: 3890.844971
	Iteration 43Q: 3 clusters Score -1.367727e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155938 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13677399.000000 Penalty: 3890.844971
	Iteration 44Q: 3 clusters Score -1.36774e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13677500.000000 Penalty: 3890.844971
	Iteration 45Q: 3 clusters Score -1.36775e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156335 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13677598.000000 Penalty: 3890.844971
	Iteration 46Q: 3 clusters Score -1.36776e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13677633.000000 Penalty: 3890.844971
	Iteration 47Q: 3 clusters Score -1.367763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13677707.000000 Penalty: 3890.844971
	Iteration 48Q: 3 clusters Score -1.367771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13677735.000000 Penalty: 3890.844971
	Iteration 49Q: 3 clusters Score -1.367774e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13677770.000000 Penalty: 3890.844971
	Iteration 50Q: 3 clusters Score -1.367777e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13677815.000000 Penalty: 3890.844971
	Iteration 51Q: 3 clusters Score -1.367782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13677829.000000 Penalty: 3890.844971
	Iteration 52Q: 3 clusters Score -1.367783e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156877 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13677857.000000 Penalty: 3890.844971
	Iteration 53Q: 3 clusters Score -1.367786e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13677869.000000 Penalty: 3890.844971
	Iteration 54Q: 3 clusters Score -1.367787e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156949 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13677882.000000 Penalty: 3890.844971
	Iteration 55Q: 3 clusters Score -1.367788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13677890.000000 Penalty: 3890.844971
	Iteration 56Q: 3 clusters Score -1.367789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156987 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13677884.000000 Penalty: 3890.844971
	Iteration 57Q: 3 clusters Score -1.367788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13677890.000000 Penalty: 3890.844971
	Iteration 58Q: 3 clusters Score -1.367789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -13677902.000000 Penalty: 3890.844971
	Iteration 59Q: 3 clusters Score -1.36779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13677898.000000 Penalty: 3890.844971
	Iteration 60F: 3 clusters Score -1.36779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13677883.000000 Penalty: 3890.844971
	Iteration 61Q: 3 clusters Score -1.367788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13677885.000000 Penalty: 3890.844971
	Iteration 62Q: 3 clusters Score -1.367788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13677887.000000 Penalty: 3890.844971
	Iteration 63Q: 3 clusters Score -1.367789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13677887.000000 Penalty: 3890.844971
	Iteration 64Q: 3 clusters Score -1.367789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13677907.000000 Penalty: 3890.844971
	Iteration 65Q: 3 clusters Score -1.367791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157086 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13677891.000000 Penalty: 3890.844971
	Iteration 66Q: 3 clusters Score -1.367789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -13677901.000000 Penalty: 3890.844971
	Iteration 67Q: 3 clusters Score -1.36779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157096 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13677913.000000 Penalty: 3890.844971
	Iteration 68Q: 3 clusters Score -1.367791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13677908.000000 Penalty: 3890.844971
	Iteration 69Q: 3 clusters Score -1.367791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13677911.000000 Penalty: 3890.844971
	Iteration 70Q: 3 clusters Score -1.367791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13677928.000000 Penalty: 3890.844971
	Iteration 71Q: 3 clusters Score -1.367793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157113 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -13677923.000000 Penalty: 3890.844971
	Iteration 72Q: 3 clusters Score -1.367792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13677926.000000 Penalty: 3890.844971
	Iteration 73Q: 3 clusters Score -1.367793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13677922.000000 Penalty: 3890.844971
	Iteration 74Q: 3 clusters Score -1.367792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13677932.000000 Penalty: 3890.844971
	Iteration 75Q: 3 clusters Score -1.367793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13677941.000000 Penalty: 3890.844971
	Iteration 76Q: 3 clusters Score -1.367794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13677931.000000 Penalty: 3890.844971
	Iteration 77Q: 3 clusters Score -1.367793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13677938.000000 Penalty: 3890.844971
	Iteration 78Q: 3 clusters Score -1.367794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13677944.000000 Penalty: 3890.844971
	Iteration 79Q: 3 clusters Score -1.367794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157131 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13677943.000000 Penalty: 3890.844971
	Iteration 80F: 3 clusters Score -1.367794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13677944.000000 Penalty: 3890.844971
	Iteration 81Q: 3 clusters Score -1.367794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157138 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13677935.000000 Penalty: 3890.844971
	Iteration 82Q: 3 clusters Score -1.367794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157139 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -13677932.000000 Penalty: 3890.844971
	Iteration 83Q: 3 clusters Score -1.367793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13677935.000000 Penalty: 3890.844971
	Iteration 84Q: 3 clusters Score -1.367794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13677944.000000 Penalty: 3890.844971
	Iteration 85Q: 3 clusters Score -1.367794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -13677944.000000 Penalty: 3890.844971
	Iteration 86Q: 3 clusters Score -1.367794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13677951.000000 Penalty: 3890.844971
	Iteration 87Q: 3 clusters Score -1.367795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13677946.000000 Penalty: 3890.844971
	Iteration 88Q: 3 clusters Score -1.367795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13677946.000000 Penalty: 3890.844971
	Iteration 89Q: 3 clusters Score -1.367795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13677949.000000 Penalty: 3890.844971
	Iteration 90Q: 3 clusters Score -1.367795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13677951.000000 Penalty: 3890.844971
	Iteration 91Q: 3 clusters Score -1.367795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13677942.000000 Penalty: 3890.844971
	Iteration 92Q: 3 clusters Score -1.367794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13677940.000000 Penalty: 3890.844971
	Iteration 93Q: 3 clusters Score -1.367794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13677937.000000 Penalty: 3890.844971
	Iteration 94Q: 3 clusters Score -1.367794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13677937.000000 Penalty: 3890.844971
	Iteration 95F: 3 clusters Score -1.367794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -475711.468750 Penalty: 1402.662842
	Iteration 0F: 2 clusters Score -475711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -471295.562500 Penalty: 2805.325684
	Iteration 0F: 3 clusters Score -471295.6 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -472592.093750 Penalty: 2805.325684
	Iteration 1F: 3 clusters Score -472592.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -472780.437500 Penalty: 2805.325684
	Iteration 2F: 3 clusters Score -472780.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -472895.375000 Penalty: 2805.325684
	Iteration 3Q: 3 clusters Score -472895.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -472994.000000 Penalty: 2805.325684
	Iteration 4Q: 3 clusters Score -472994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -473090.437500 Penalty: 2805.325684
	Iteration 5Q: 3 clusters Score -473090.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -473168.781250 Penalty: 2805.325684
	Iteration 6Q: 3 clusters Score -473168.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -473227.625000 Penalty: 2805.325684
	Iteration 7Q: 3 clusters Score -473227.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -473290.093750 Penalty: 2805.325684
	Iteration 8Q: 3 clusters Score -473290.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -473365.437500 Penalty: 2805.325684
	Iteration 9Q: 3 clusters Score -473365.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -473452.281250 Penalty: 2805.325684
	Iteration 10Q: 3 clusters Score -473452.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -473538.750000 Penalty: 2805.325684
	Iteration 11Q: 3 clusters Score -473538.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -473621.343750 Penalty: 2805.325684
	Iteration 12Q: 3 clusters Score -473621.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -473702.156250 Penalty: 2805.325684
	Iteration 13Q: 3 clusters Score -473702.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -473773.531250 Penalty: 2805.325684
	Iteration 14Q: 3 clusters Score -473773.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -473832.437500 Penalty: 2805.325684
	Iteration 15Q: 3 clusters Score -473832.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -473883.906250 Penalty: 2805.325684
	Iteration 16Q: 3 clusters Score -473883.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -473935.968750 Penalty: 2805.325684
	Iteration 17Q: 3 clusters Score -473936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -473974.468750 Penalty: 2805.325684
	Iteration 18Q: 3 clusters Score -473974.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -474010.062500 Penalty: 2805.325684
	Iteration 19Q: 3 clusters Score -474010.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -474053.437500 Penalty: 2805.325684
	Iteration 20F: 3 clusters Score -474053.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -474097.125000 Penalty: 2805.325684
	Iteration 21Q: 3 clusters Score -474097.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -474128.750000 Penalty: 2805.325684
	Iteration 22Q: 3 clusters Score -474128.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -474155.656250 Penalty: 2805.325684
	Iteration 23Q: 3 clusters Score -474155.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -474186.250000 Penalty: 2805.325684
	Iteration 24Q: 3 clusters Score -474186.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -474213.437500 Penalty: 2805.325684
	Iteration 25Q: 3 clusters Score -474213.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -474241.437500 Penalty: 2805.325684
	Iteration 26Q: 3 clusters Score -474241.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -474282.875000 Penalty: 2805.325684
	Iteration 27Q: 3 clusters Score -474282.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -474321.875000 Penalty: 2805.325684
	Iteration 28Q: 3 clusters Score -474321.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -474374.812500 Penalty: 2805.325684
	Iteration 29Q: 3 clusters Score -474374.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -474420.718750 Penalty: 2805.325684
	Iteration 30Q: 3 clusters Score -474420.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -474443.687500 Penalty: 2805.325684
	Iteration 31Q: 3 clusters Score -474443.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -474455.375000 Penalty: 2805.325684
	Iteration 32Q: 3 clusters Score -474455.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -474467.937500 Penalty: 2805.325684
	Iteration 33Q: 3 clusters Score -474467.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -474476.906250 Penalty: 2805.325684
	Iteration 34Q: 3 clusters Score -474476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -474480.093750 Penalty: 2805.325684
	Iteration 35Q: 3 clusters Score -474480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -474484.156250 Penalty: 2805.325684
	Iteration 36Q: 3 clusters Score -474484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -474486.687500 Penalty: 2805.325684
	Iteration 37Q: 3 clusters Score -474486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -474488.906250 Penalty: 2805.325684
	Iteration 38Q: 3 clusters Score -474488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -474489.968750 Penalty: 2805.325684
	Iteration 39Q: 3 clusters Score -474490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -474491.062500 Penalty: 2805.325684
	Iteration 40F: 3 clusters Score -474491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -474491.968750 Penalty: 2805.325684
	Iteration 41Q: 3 clusters Score -474492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -474492.093750 Penalty: 2805.325684
	Iteration 42Q: 3 clusters Score -474492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -474493.781250 Penalty: 2805.325684
	Iteration 43Q: 3 clusters Score -474493.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -474494.250000 Penalty: 2805.325684
	Iteration 44Q: 3 clusters Score -474494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -474494.593750 Penalty: 2805.325684
	Iteration 45Q: 3 clusters Score -474494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -474494.718750 Penalty: 2805.325684
	Iteration 46Q: 3 clusters Score -474494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -474494.781250 Penalty: 2805.325684
	Iteration 47Q: 3 clusters Score -474494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -474494.781250 Penalty: 2805.325684
	Iteration 48F: 3 clusters Score -474494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -1684598.750000 Penalty: 1606.365112
	Iteration 0F: 2 clusters Score -1684599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1671159.375000 Penalty: 3212.730225
	Iteration 0F: 3 clusters Score -1671159 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1676134.875000 Penalty: 3212.730225
	Iteration 1F: 3 clusters Score -1676135 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1676538.000000 Penalty: 3212.730225
	Iteration 2F: 3 clusters Score -1676538 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1676993.875000 Penalty: 3212.730225
	Iteration 3Q: 3 clusters Score -1676994 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1677421.500000 Penalty: 3212.730225
	Iteration 4Q: 3 clusters Score -1677422 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1677813.125000 Penalty: 3212.730225
	Iteration 5Q: 3 clusters Score -1677813 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1678188.500000 Penalty: 3212.730225
	Iteration 6Q: 3 clusters Score -1678188 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1678504.875000 Penalty: 3212.730225
	Iteration 7Q: 3 clusters Score -1678505 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1678864.500000 Penalty: 3212.730225
	Iteration 8Q: 3 clusters Score -1678864 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1679233.875000 Penalty: 3212.730225
	Iteration 9Q: 3 clusters Score -1679234 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1679594.250000 Penalty: 3212.730225
	Iteration 10Q: 3 clusters Score -1679594 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1679917.500000 Penalty: 3212.730225
	Iteration 11Q: 3 clusters Score -1679918 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1680281.750000 Penalty: 3212.730225
	Iteration 12Q: 3 clusters Score -1680282 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1680682.250000 Penalty: 3212.730225
	Iteration 13Q: 3 clusters Score -1680682 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1681097.000000 Penalty: 3212.730225
	Iteration 14Q: 3 clusters Score -1681097 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1681500.000000 Penalty: 3212.730225
	Iteration 15Q: 3 clusters Score -1681500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1681843.875000 Penalty: 3212.730225
	Iteration 16Q: 3 clusters Score -1681844 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1682126.750000 Penalty: 3212.730225
	Iteration 17Q: 3 clusters Score -1682127 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1682334.000000 Penalty: 3212.730225
	Iteration 18Q: 3 clusters Score -1682334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1682486.500000 Penalty: 3212.730225
	Iteration 19Q: 3 clusters Score -1682486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1682584.875000 Penalty: 3212.730225
	Iteration 20F: 3 clusters Score -1682585 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1682652.625000 Penalty: 3212.730225
	Iteration 21Q: 3 clusters Score -1682653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1682705.750000 Penalty: 3212.730225
	Iteration 22Q: 3 clusters Score -1682706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1682743.250000 Penalty: 3212.730225
	Iteration 23Q: 3 clusters Score -1682743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1682772.875000 Penalty: 3212.730225
	Iteration 24Q: 3 clusters Score -1682773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1682794.000000 Penalty: 3212.730225
	Iteration 25Q: 3 clusters Score -1682794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1682822.375000 Penalty: 3212.730225
	Iteration 26Q: 3 clusters Score -1682822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1682832.000000 Penalty: 3212.730225
	Iteration 27Q: 3 clusters Score -1682832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1682843.000000 Penalty: 3212.730225
	Iteration 28Q: 3 clusters Score -1682843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1682853.500000 Penalty: 3212.730225
	Iteration 29Q: 3 clusters Score -1682854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1682858.625000 Penalty: 3212.730225
	Iteration 30Q: 3 clusters Score -1682859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1682867.625000 Penalty: 3212.730225
	Iteration 31Q: 3 clusters Score -1682868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1682876.750000 Penalty: 3212.730225
	Iteration 32Q: 3 clusters Score -1682877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1682879.125000 Penalty: 3212.730225
	Iteration 33Q: 3 clusters Score -1682879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1682879.375000 Penalty: 3212.730225
	Iteration 34Q: 3 clusters Score -1682879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1682884.125000 Penalty: 3212.730225
	Iteration 35Q: 3 clusters Score -1682884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1682888.000000 Penalty: 3212.730225
	Iteration 36Q: 3 clusters Score -1682888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1682891.625000 Penalty: 3212.730225
	Iteration 37Q: 3 clusters Score -1682892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1682894.500000 Penalty: 3212.730225
	Iteration 38Q: 3 clusters Score -1682894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1682894.750000 Penalty: 3212.730225
	Iteration 39Q: 3 clusters Score -1682895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1682902.875000 Penalty: 3212.730225
	Iteration 40F: 3 clusters Score -1682903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1682905.000000 Penalty: 3212.730225
	Iteration 41Q: 3 clusters Score -1682905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1682911.375000 Penalty: 3212.730225
	Iteration 42Q: 3 clusters Score -1682911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1682910.875000 Penalty: 3212.730225
	Iteration 43Q: 3 clusters Score -1682911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1682911.625000 Penalty: 3212.730225
	Iteration 44Q: 3 clusters Score -1682912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1682914.875000 Penalty: 3212.730225
	Iteration 45Q: 3 clusters Score -1682915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1682922.625000 Penalty: 3212.730225
	Iteration 46Q: 3 clusters Score -1682923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1682928.125000 Penalty: 3212.730225
	Iteration 47Q: 3 clusters Score -1682928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1682931.125000 Penalty: 3212.730225
	Iteration 48Q: 3 clusters Score -1682931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1682931.875000 Penalty: 3212.730225
	Iteration 49Q: 3 clusters Score -1682932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1682932.625000 Penalty: 3212.730225
	Iteration 50Q: 3 clusters Score -1682933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1682931.750000 Penalty: 3212.730225
	Iteration 51Q: 3 clusters Score -1682932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1682932.875000 Penalty: 3212.730225
	Iteration 52Q: 3 clusters Score -1682933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1682928.875000 Penalty: 3212.730225
	Iteration 53Q: 3 clusters Score -1682929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1682927.250000 Penalty: 3212.730225
	Iteration 54Q: 3 clusters Score -1682927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1682928.875000 Penalty: 3212.730225
	Iteration 55Q: 3 clusters Score -1682929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1682931.000000 Penalty: 3212.730225
	Iteration 56Q: 3 clusters Score -1682931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1682933.250000 Penalty: 3212.730225
	Iteration 57Q: 3 clusters Score -1682933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1682931.250000 Penalty: 3212.730225
	Iteration 58Q: 3 clusters Score -1682931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1682931.250000 Penalty: 3212.730225
	Iteration 59Q: 3 clusters Score -1682931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1682931.750000 Penalty: 3212.730225
	Iteration 60F: 3 clusters Score -1682932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1682932.125000 Penalty: 3212.730225
	Iteration 61Q: 3 clusters Score -1682932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1682932.000000 Penalty: 3212.730225
	Iteration 62Q: 3 clusters Score -1682932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1682932.500000 Penalty: 3212.730225
	Iteration 63Q: 3 clusters Score -1682932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1682932.250000 Penalty: 3212.730225
	Iteration 64Q: 3 clusters Score -1682932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1682933.250000 Penalty: 3212.730225
	Iteration 65Q: 3 clusters Score -1682933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1682931.875000 Penalty: 3212.730225
	Iteration 66Q: 3 clusters Score -1682932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1682931.500000 Penalty: 3212.730225
	Iteration 67Q: 3 clusters Score -1682932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1682934.125000 Penalty: 3212.730225
	Iteration 68Q: 3 clusters Score -1682934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1682936.000000 Penalty: 3212.730225
	Iteration 69Q: 3 clusters Score -1682936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1682942.750000 Penalty: 3212.730225
	Iteration 70Q: 3 clusters Score -1682943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1682945.000000 Penalty: 3212.730225
	Iteration 71Q: 3 clusters Score -1682945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1682945.500000 Penalty: 3212.730225
	Iteration 72Q: 3 clusters Score -1682946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1682949.250000 Penalty: 3212.730225
	Iteration 73Q: 3 clusters Score -1682949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1682951.625000 Penalty: 3212.730225
	Iteration 74Q: 3 clusters Score -1682952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1682953.250000 Penalty: 3212.730225
	Iteration 75Q: 3 clusters Score -1682953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1682953.875000 Penalty: 3212.730225
	Iteration 76Q: 3 clusters Score -1682954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1682953.250000 Penalty: 3212.730225
	Iteration 77Q: 3 clusters Score -1682953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1682952.000000 Penalty: 3212.730225
	Iteration 78Q: 3 clusters Score -1682952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1682951.500000 Penalty: 3212.730225
	Iteration 79Q: 3 clusters Score -1682952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1682952.500000 Penalty: 3212.730225
	Iteration 80F: 3 clusters Score -1682952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1682954.750000 Penalty: 3212.730225
	Iteration 81Q: 3 clusters Score -1682955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1682951.375000 Penalty: 3212.730225
	Iteration 82Q: 3 clusters Score -1682951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1682951.625000 Penalty: 3212.730225
	Iteration 83Q: 3 clusters Score -1682952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1682953.375000 Penalty: 3212.730225
	Iteration 84Q: 3 clusters Score -1682953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1682953.500000 Penalty: 3212.730225
	Iteration 85Q: 3 clusters Score -1682954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1682953.500000 Penalty: 3212.730225
	Iteration 86F: 3 clusters Score -1682954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Entering Unmasked Estep 
Score: -661099.437500 Penalty: 1458.107788
	Iteration 0F: 2 clusters Score -661099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -655277.875000 Penalty: 2916.215576
	Iteration 0F: 3 clusters Score -655277.9 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -657080.375000 Penalty: 2916.215576
	Iteration 1F: 3 clusters Score -657080.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -657372.312500 Penalty: 2916.215576
	Iteration 2F: 3 clusters Score -657372.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -657609.812500 Penalty: 2916.215576
	Iteration 3F: 3 clusters Score -657609.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -657803.125000 Penalty: 2916.215576
	Iteration 4F: 3 clusters Score -657803.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -657948.000000 Penalty: 2916.215576
	Iteration 5Q: 3 clusters Score -657948 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -658064.937500 Penalty: 2916.215576
	Iteration 6Q: 3 clusters Score -658064.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -658182.812500 Penalty: 2916.215576
	Iteration 7Q: 3 clusters Score -658182.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -658283.812500 Penalty: 2916.215576
	Iteration 8Q: 3 clusters Score -658283.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -658379.625000 Penalty: 2916.215576
	Iteration 9Q: 3 clusters Score -658379.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -658487.625000 Penalty: 2916.215576
	Iteration 10Q: 3 clusters Score -658487.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -658595.062500 Penalty: 2916.215576
	Iteration 11Q: 3 clusters Score -658595.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -658712.750000 Penalty: 2916.215576
	Iteration 12Q: 3 clusters Score -658712.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -658829.000000 Penalty: 2916.215576
	Iteration 13Q: 3 clusters Score -658829 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -658984.875000 Penalty: 2916.215576
	Iteration 14Q: 3 clusters Score -658984.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -659161.750000 Penalty: 2916.215576
	Iteration 15Q: 3 clusters Score -659161.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -659372.062500 Penalty: 2916.215576
	Iteration 16Q: 3 clusters Score -659372.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -659659.187500 Penalty: 2916.215576
	Iteration 17Q: 3 clusters Score -659659.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -659971.375000 Penalty: 2916.215576
	Iteration 18Q: 3 clusters Score -659971.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -660219.187500 Penalty: 2916.215576
	Iteration 19Q: 3 clusters Score -660219.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -660394.312500 Penalty: 2916.215576
	Iteration 20F: 3 clusters Score -660394.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -660534.812500 Penalty: 2916.215576
	Iteration 21Q: 3 clusters Score -660534.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -660623.437500 Penalty: 2916.215576
	Iteration 22Q: 3 clusters Score -660623.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -660667.500000 Penalty: 2916.215576
	Iteration 23Q: 3 clusters Score -660667.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -660697.187500 Penalty: 2916.215576
	Iteration 24Q: 3 clusters Score -660697.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -660718.812500 Penalty: 2916.215576
	Iteration 25Q: 3 clusters Score -660718.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -660734.812500 Penalty: 2916.215576
	Iteration 26Q: 3 clusters Score -660734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -660744.812500 Penalty: 2916.215576
	Iteration 27Q: 3 clusters Score -660744.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -660752.437500 Penalty: 2916.215576
	Iteration 28Q: 3 clusters Score -660752.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -660758.125000 Penalty: 2916.215576
	Iteration 29Q: 3 clusters Score -660758.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -660767.312500 Penalty: 2916.215576
	Iteration 30Q: 3 clusters Score -660767.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -660773.500000 Penalty: 2916.215576
	Iteration 31Q: 3 clusters Score -660773.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -660782.625000 Penalty: 2916.215576
	Iteration 32Q: 3 clusters Score -660782.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -660790.312500 Penalty: 2916.215576
	Iteration 33Q: 3 clusters Score -660790.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -660796.312500 Penalty: 2916.215576
	Iteration 34Q: 3 clusters Score -660796.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -660801.437500 Penalty: 2916.215576
	Iteration 35Q: 3 clusters Score -660801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -660802.187500 Penalty: 2916.215576
	Iteration 36Q: 3 clusters Score -660802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -660803.250000 Penalty: 2916.215576
	Iteration 37Q: 3 clusters Score -660803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -660803.500000 Penalty: 2916.215576
	Iteration 38Q: 3 clusters Score -660803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -660803.312500 Penalty: 2916.215576
	Iteration 39Q: 3 clusters Score -660803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -660806.375000 Penalty: 2916.215576
	Iteration 40F: 3 clusters Score -660806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -660806.562500 Penalty: 2916.215576
	Iteration 41Q: 3 clusters Score -660806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -660807.875000 Penalty: 2916.215576
	Iteration 42Q: 3 clusters Score -660807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -660808.250000 Penalty: 2916.215576
	Iteration 43Q: 3 clusters Score -660808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -660809.375000 Penalty: 2916.215576
	Iteration 44Q: 3 clusters Score -660809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -660811.062500 Penalty: 2916.215576
	Iteration 45Q: 3 clusters Score -660811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -660810.250000 Penalty: 2916.215576
	Iteration 46Q: 3 clusters Score -660810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -660812.125000 Penalty: 2916.215576
	Iteration 47Q: 3 clusters Score -660812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -660812.125000 Penalty: 2916.215576
	Iteration 48Q: 3 clusters Score -660812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -660814.312500 Penalty: 2916.215576
	Iteration 49Q: 3 clusters Score -660814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -660813.562500 Penalty: 2916.215576
	Iteration 50Q: 3 clusters Score -660813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -660813.562500 Penalty: 2916.215576
	Iteration 51F: 3 clusters Score -660813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -407074.656250 Penalty: 1380.628296
	Iteration 0F: 2 clusters Score -407074.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -403168.781250 Penalty: 2761.256592
	Iteration 0F: 3 clusters Score -403168.8 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -404262.843750 Penalty: 2761.256592
	Iteration 1F: 3 clusters Score -404262.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -404547.406250 Penalty: 2761.256592
	Iteration 2F: 3 clusters Score -404547.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -404817.281250 Penalty: 2761.256592
	Iteration 3F: 3 clusters Score -404817.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -405034.812500 Penalty: 2761.256592
	Iteration 4F: 3 clusters Score -405034.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -405246.875000 Penalty: 2761.256592
	Iteration 5F: 3 clusters Score -405246.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -405410.125000 Penalty: 2761.256592
	Iteration 6F: 3 clusters Score -405410.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -405554.562500 Penalty: 2761.256592
	Iteration 7Q: 3 clusters Score -405554.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -405685.250000 Penalty: 2761.256592
	Iteration 8Q: 3 clusters Score -405685.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -405785.062500 Penalty: 2761.256592
	Iteration 9Q: 3 clusters Score -405785.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -405851.250000 Penalty: 2761.256592
	Iteration 10Q: 3 clusters Score -405851.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -405891.250000 Penalty: 2761.256592
	Iteration 11Q: 3 clusters Score -405891.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -405923.312500 Penalty: 2761.256592
	Iteration 12Q: 3 clusters Score -405923.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -405947.375000 Penalty: 2761.256592
	Iteration 13Q: 3 clusters Score -405947.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -405969.125000 Penalty: 2761.256592
	Iteration 14Q: 3 clusters Score -405969.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -405983.625000 Penalty: 2761.256592
	Iteration 15Q: 3 clusters Score -405983.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -405994.625000 Penalty: 2761.256592
	Iteration 16Q: 3 clusters Score -405994.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406002.000000 Penalty: 2761.256592
	Iteration 17Q: 3 clusters Score -406002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406009.906250 Penalty: 2761.256592
	Iteration 18Q: 3 clusters Score -406009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -406014.093750 Penalty: 2761.256592
	Iteration 19Q: 3 clusters Score -406014.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406022.437500 Penalty: 2761.256592
	Iteration 20F: 3 clusters Score -406022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -406028.656250 Penalty: 2761.256592
	Iteration 21Q: 3 clusters Score -406028.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -406034.343750 Penalty: 2761.256592
	Iteration 22Q: 3 clusters Score -406034.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -406040.000000 Penalty: 2761.256592
	Iteration 23Q: 3 clusters Score -406040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406045.500000 Penalty: 2761.256592
	Iteration 24Q: 3 clusters Score -406045.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -406050.531250 Penalty: 2761.256592
	Iteration 25Q: 3 clusters Score -406050.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406053.343750 Penalty: 2761.256592
	Iteration 26Q: 3 clusters Score -406053.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406056.875000 Penalty: 2761.256592
	Iteration 27Q: 3 clusters Score -406056.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -406061.437500 Penalty: 2761.256592
	Iteration 28Q: 3 clusters Score -406061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -406063.281250 Penalty: 2761.256592
	Iteration 29Q: 3 clusters Score -406063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -406064.437500 Penalty: 2761.256592
	Iteration 30Q: 3 clusters Score -406064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -406066.031250 Penalty: 2761.256592
	Iteration 31Q: 3 clusters Score -406066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -406069.000000 Penalty: 2761.256592
	Iteration 32Q: 3 clusters Score -406069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -406070.531250 Penalty: 2761.256592
	Iteration 33Q: 3 clusters Score -406070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -406072.062500 Penalty: 2761.256592
	Iteration 34Q: 3 clusters Score -406072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -406073.406250 Penalty: 2761.256592
	Iteration 35Q: 3 clusters Score -406073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406074.531250 Penalty: 2761.256592
	Iteration 36Q: 3 clusters Score -406074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -406075.906250 Penalty: 2761.256592
	Iteration 37Q: 3 clusters Score -406075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -406077.562500 Penalty: 2761.256592
	Iteration 38Q: 3 clusters Score -406077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -406078.125000 Penalty: 2761.256592
	Iteration 39Q: 3 clusters Score -406078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -406079.000000 Penalty: 2761.256592
	Iteration 40F: 3 clusters Score -406079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -406079.281250 Penalty: 2761.256592
	Iteration 41Q: 3 clusters Score -406079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -406079.875000 Penalty: 2761.256592
	Iteration 42Q: 3 clusters Score -406079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406079.625000 Penalty: 2761.256592
	Iteration 43Q: 3 clusters Score -406079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -406080.156250 Penalty: 2761.256592
	Iteration 44Q: 3 clusters Score -406080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406079.781250 Penalty: 2761.256592
	Iteration 45Q: 3 clusters Score -406079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406079.781250 Penalty: 2761.256592
	Iteration 46F: 3 clusters Score -406079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (206750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206750 members 
Entering Unmasked Estep 
Score: -17818374.000000 Penalty: 1988.880615
	Iteration 0F: 2 clusters Score -1.781837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 103561 members 
Entering Unmasked Estep 
Score: -17679302.000000 Penalty: 3977.761230
	Iteration 0F: 3 clusters Score -1.76793e+07 nChanged 100436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -17738902.000000 Penalty: 3977.761230
	Iteration 1F: 3 clusters Score -1.77389e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -17740978.000000 Penalty: 3977.761230
	Iteration 2Q: 3 clusters Score -1.774098e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -17744666.000000 Penalty: 3977.761230
	Iteration 3Q: 3 clusters Score -1.774467e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -17751462.000000 Penalty: 3977.761230
	Iteration 4F: 3 clusters Score -1.775146e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 141483 members 
Entering Unmasked Estep 
Score: -17761744.000000 Penalty: 3977.761230
	Iteration 5F: 3 clusters Score -1.776174e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -17774922.000000 Penalty: 3977.761230
	Iteration 6F: 3 clusters Score -1.777492e+07 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 169900 members 
Entering Unmasked Estep 
Score: -17787402.000000 Penalty: 3977.761230
	Iteration 7F: 3 clusters Score -1.77874e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 181317 members 
Entering Unmasked Estep 
Score: -17797350.000000 Penalty: 3977.761230
	Iteration 8F: 3 clusters Score -1.779735e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -17804794.000000 Penalty: 3977.761230
	Iteration 9Q: 3 clusters Score -1.780479e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 196291 members 
Entering Unmasked Estep 
Score: -17809900.000000 Penalty: 3977.761230
	Iteration 10Q: 3 clusters Score -1.78099e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 200264 members 
Entering Unmasked Estep 
Score: -17813058.000000 Penalty: 3977.761230
	Iteration 11Q: 3 clusters Score -1.781306e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 202642 members 
Entering Unmasked Estep 
Score: -17814730.000000 Penalty: 3977.761230
	Iteration 12Q: 3 clusters Score -1.781473e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 204033 members 
Entering Unmasked Estep 
Score: -17815714.000000 Penalty: 3977.761230
	Iteration 13Q: 3 clusters Score -1.781571e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 204805 members 
Entering Unmasked Estep 
Score: -17816168.000000 Penalty: 3977.761230
	Iteration 14Q: 3 clusters Score -1.781617e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 205196 members 
Entering Unmasked Estep 
Score: -17816406.000000 Penalty: 3977.761230
	Iteration 15Q: 3 clusters Score -1.781641e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 205427 members 
Entering Unmasked Estep 
Score: -17816556.000000 Penalty: 3977.761230
	Iteration 16Q: 3 clusters Score -1.781656e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 205569 members 
Entering Unmasked Estep 
Score: -17816608.000000 Penalty: 3977.761230
	Iteration 17Q: 3 clusters Score -1.781661e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 205663 members 
Entering Unmasked Estep 
Score: -17816676.000000 Penalty: 3977.761230
	Iteration 18Q: 3 clusters Score -1.781668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 205734 members 
Entering Unmasked Estep 
Score: -17816720.000000 Penalty: 3977.761230
	Iteration 19Q: 3 clusters Score -1.781672e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 205790 members 
Entering Unmasked Estep 
Score: -17816734.000000 Penalty: 3977.761230
	Iteration 20F: 3 clusters Score -1.781673e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -17816750.000000 Penalty: 3977.761230
	Iteration 21Q: 3 clusters Score -1.781675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 205858 members 
Entering Unmasked Estep 
Score: -17816760.000000 Penalty: 3977.761230
	Iteration 22Q: 3 clusters Score -1.781676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 205873 members 
Entering Unmasked Estep 
Score: -17816770.000000 Penalty: 3977.761230
	Iteration 23Q: 3 clusters Score -1.781677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205897 members 
Entering Unmasked Estep 
Score: -17816778.000000 Penalty: 3977.761230
	Iteration 24Q: 3 clusters Score -1.781678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 205914 members 
Entering Unmasked Estep 
Score: -17816780.000000 Penalty: 3977.761230
	Iteration 25Q: 3 clusters Score -1.781678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 205927 members 
Entering Unmasked Estep 
Score: -17816782.000000 Penalty: 3977.761230
	Iteration 26Q: 3 clusters Score -1.781678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 205934 members 
Entering Unmasked Estep 
Score: -17816786.000000 Penalty: 3977.761230
	Iteration 27Q: 3 clusters Score -1.781679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 205948 members 
Entering Unmasked Estep 
Score: -17816788.000000 Penalty: 3977.761230
	Iteration 28Q: 3 clusters Score -1.781679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 205959 members 
Entering Unmasked Estep 
Score: -17816804.000000 Penalty: 3977.761230
	Iteration 29Q: 3 clusters Score -1.78168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 205966 members 
Entering Unmasked Estep 
Score: -17816796.000000 Penalty: 3977.761230
	Iteration 30Q: 3 clusters Score -1.78168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -17816822.000000 Penalty: 3977.761230
	Iteration 31Q: 3 clusters Score -1.781682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 205984 members 
Entering Unmasked Estep 
Score: -17816812.000000 Penalty: 3977.761230
	Iteration 32Q: 3 clusters Score -1.781681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 205993 members 
Entering Unmasked Estep 
Score: -17816818.000000 Penalty: 3977.761230
	Iteration 33Q: 3 clusters Score -1.781682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 205992 members 
Entering Unmasked Estep 
Score: -17816828.000000 Penalty: 3977.761230
	Iteration 34Q: 3 clusters Score -1.781683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 205998 members 
Entering Unmasked Estep 
Score: -17816860.000000 Penalty: 3977.761230
	Iteration 35Q: 3 clusters Score -1.781686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -17816866.000000 Penalty: 3977.761230
	Iteration 36Q: 3 clusters Score -1.781687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 206008 members 
Entering Unmasked Estep 
Score: -17816860.000000 Penalty: 3977.761230
	Iteration 37Q: 3 clusters Score -1.781686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 206005 members 
Entering Unmasked Estep 
Score: -17816876.000000 Penalty: 3977.761230
	Iteration 38Q: 3 clusters Score -1.781688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -17816892.000000 Penalty: 3977.761230
	Iteration 39Q: 3 clusters Score -1.781689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 205994 members 
Entering Unmasked Estep 
Score: -17816886.000000 Penalty: 3977.761230
	Iteration 40F: 3 clusters Score -1.781689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 205988 members 
Entering Unmasked Estep 
Score: -17816900.000000 Penalty: 3977.761230
	Iteration 41Q: 3 clusters Score -1.78169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 205983 members 
Entering Unmasked Estep 
Score: -17816900.000000 Penalty: 3977.761230
	Iteration 42Q: 3 clusters Score -1.78169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 205979 members 
Entering Unmasked Estep 
Score: -17816900.000000 Penalty: 3977.761230
	Iteration 43Q: 3 clusters Score -1.78169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -17816920.000000 Penalty: 3977.761230
	Iteration 44Q: 3 clusters Score -1.781692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17816930.000000 Penalty: 3977.761230
	Iteration 45Q: 3 clusters Score -1.781693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 205970 members 
Entering Unmasked Estep 
Score: -17816932.000000 Penalty: 3977.761230
	Iteration 46Q: 3 clusters Score -1.781693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17816930.000000 Penalty: 3977.761230
	Iteration 47Q: 3 clusters Score -1.781693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17816934.000000 Penalty: 3977.761230
	Iteration 48Q: 3 clusters Score -1.781693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 205973 members 
Entering Unmasked Estep 
Score: -17816928.000000 Penalty: 3977.761230
	Iteration 49Q: 3 clusters Score -1.781693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17816922.000000 Penalty: 3977.761230
	Iteration 50Q: 3 clusters Score -1.781692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17816918.000000 Penalty: 3977.761230
	Iteration 51Q: 3 clusters Score -1.781692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 205974 members 
Entering Unmasked Estep 
Score: -17816928.000000 Penalty: 3977.761230
	Iteration 52Q: 3 clusters Score -1.781693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -17816930.000000 Penalty: 3977.761230
	Iteration 53Q: 3 clusters Score -1.781693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 205976 members 
Entering Unmasked Estep 
Score: -17816918.000000 Penalty: 3977.761230
	Iteration 54Q: 3 clusters Score -1.781692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -17816920.000000 Penalty: 3977.761230
	Iteration 55Q: 3 clusters Score -1.781692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 205976 members 
Entering Unmasked Estep 
Score: -17816922.000000 Penalty: 3977.761230
	Iteration 56Q: 3 clusters Score -1.781692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 205975 members 
Entering Unmasked Estep 
Score: -17816930.000000 Penalty: 3977.761230
	Iteration 57Q: 3 clusters Score -1.781693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 205975 members 
Entering Unmasked Estep 
Score: -17816930.000000 Penalty: 3977.761230
	Iteration 58F: 3 clusters Score -1.781693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -266974.750000 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -266974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -264161.468750 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -264161.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -264863.250000 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -264863.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -265049.562500 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -265049.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -265187.375000 Penalty: 2621.415283
	Iteration 3F: 3 clusters Score -265187.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -265266.437500 Penalty: 2621.415283
	Iteration 4Q: 3 clusters Score -265266.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -265332.062500 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -265332.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265410.656250 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -265410.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265477.468750 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -265477.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -265544.968750 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -265545 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -265596.937500 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -265596.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -265633.468750 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -265633.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -265657.406250 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -265657.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -265676.125000 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -265676.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -265692.500000 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -265692.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -265707.906250 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -265707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -265717.937500 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -265717.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -265727.781250 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -265727.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -265736.843750 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -265736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -265743.750000 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -265743.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -265755.968750 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -265756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -265773.250000 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -265773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -265781.156250 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -265781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -265789.500000 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -265789.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -265803.312500 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -265803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -265809.781250 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -265809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -265814.656250 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -265814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -265819.093750 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -265819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -265823.281250 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -265823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -265825.875000 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -265825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -265826.437500 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -265826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -265827.250000 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -265827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -265828.375000 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -265828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -265829.468750 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -265829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -265829.406250 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -265829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -265830.062500 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -265830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -265830.062500 Penalty: 2621.415283
	Iteration 35F: 3 clusters Score -265830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -333444.843750 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -333444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -329966.343750 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -329966.3 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -331187.875000 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -331187.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -331713.718750 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -331713.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -332045.500000 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -332045.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -332250.656250 Penalty: 2723.275635
	Iteration 4F: 3 clusters Score -332250.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -332395.968750 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -332396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -332519.218750 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -332519.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -332649.406250 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -332649.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -332774.093750 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -332774.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -332874.312500 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -332874.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -332933.718750 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -332933.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -332971.687500 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -332971.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -333000.000000 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -333000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -333020.031250 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -333020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -333034.687500 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -333034.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -333050.093750 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -333050.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -333065.062500 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -333065.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -333078.687500 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -333078.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -333089.531250 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -333089.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -333099.625000 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -333099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -333113.656250 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -333113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -333128.093750 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -333128.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -333140.125000 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -333140.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -333152.437500 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -333152.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -333162.937500 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -333162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -333171.187500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -333171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -333185.093750 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -333185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -333202.312500 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -333202.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -333221.906250 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -333221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -333237.812500 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -333237.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -333257.687500 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -333257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -333287.656250 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -333287.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333331.093750 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -333331.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -333405.156250 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -333405.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -333460.656250 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -333460.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -333480.281250 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -333480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -333485.656250 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -333485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -333485.875000 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -333485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -333485.750000 Penalty: 2723.275635
	Iteration 38Q: 3 clusters Score -333485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -333486.375000 Penalty: 2723.275635
	Iteration 39Q: 3 clusters Score -333486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -333486.468750 Penalty: 2723.275635
	Iteration 40F: 3 clusters Score -333486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206750 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18072 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 63041 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16509 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 7812 members 
Mstep: Class 31 contains 856 members 
Entering Unmasked Estep 
Score: -54419424.000000 Penalty: 67481.570312
Splitting cluster 13 changes total score from -54420140.000000 to -54419424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2333287.250000 Penalty: 1660.105347
	Iteration 0F: 2 clusters Score -2333287 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 13607 members 
Entering Unmasked Estep 
Score: -2315010.500000 Penalty: 3320.210693
	Iteration 0F: 3 clusters Score -2315010 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2321832.250000 Penalty: 3320.210693
	Iteration 1F: 3 clusters Score -2321832 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2322227.500000 Penalty: 3320.210693
	Iteration 2Q: 3 clusters Score -2322228 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2322597.750000 Penalty: 3320.210693
	Iteration 3Q: 3 clusters Score -2322598 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2322951.500000 Penalty: 3320.210693
	Iteration 4Q: 3 clusters Score -2322952 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2323325.500000 Penalty: 3320.210693
	Iteration 5Q: 3 clusters Score -2323326 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2323656.500000 Penalty: 3320.210693
	Iteration 6Q: 3 clusters Score -2323656 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2324011.500000 Penalty: 3320.210693
	Iteration 7Q: 3 clusters Score -2324012 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2324411.500000 Penalty: 3320.210693
	Iteration 8Q: 3 clusters Score -2324412 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2324835.750000 Penalty: 3320.210693
	Iteration 9Q: 3 clusters Score -2324836 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2325324.250000 Penalty: 3320.210693
	Iteration 10Q: 3 clusters Score -2325324 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2325839.750000 Penalty: 3320.210693
	Iteration 11Q: 3 clusters Score -2325840 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2326399.250000 Penalty: 3320.210693
	Iteration 12Q: 3 clusters Score -2326399 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2326927.250000 Penalty: 3320.210693
	Iteration 13Q: 3 clusters Score -2326927 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2327326.250000 Penalty: 3320.210693
	Iteration 14Q: 3 clusters Score -2327326 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2327598.000000 Penalty: 3320.210693
	Iteration 15Q: 3 clusters Score -2327598 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2327783.000000 Penalty: 3320.210693
	Iteration 16Q: 3 clusters Score -2327783 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2327891.500000 Penalty: 3320.210693
	Iteration 17Q: 3 clusters Score -2327892 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2327962.500000 Penalty: 3320.210693
	Iteration 18Q: 3 clusters Score -2327962 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2328027.500000 Penalty: 3320.210693
	Iteration 19Q: 3 clusters Score -2328028 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2328075.000000 Penalty: 3320.210693
	Iteration 20F: 3 clusters Score -2328075 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2328165.250000 Penalty: 3320.210693
	Iteration 21Q: 3 clusters Score -2328165 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2328252.750000 Penalty: 3320.210693
	Iteration 22Q: 3 clusters Score -2328253 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2328313.250000 Penalty: 3320.210693
	Iteration 23Q: 3 clusters Score -2328313 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2328394.750000 Penalty: 3320.210693
	Iteration 24Q: 3 clusters Score -2328395 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2328471.750000 Penalty: 3320.210693
	Iteration 25Q: 3 clusters Score -2328472 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2328562.750000 Penalty: 3320.210693
	Iteration 26Q: 3 clusters Score -2328563 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2328656.750000 Penalty: 3320.210693
	Iteration 27Q: 3 clusters Score -2328657 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2328728.500000 Penalty: 3320.210693
	Iteration 28Q: 3 clusters Score -2328728 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2328823.750000 Penalty: 3320.210693
	Iteration 29Q: 3 clusters Score -2328824 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2328921.500000 Penalty: 3320.210693
	Iteration 30Q: 3 clusters Score -2328922 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2329000.500000 Penalty: 3320.210693
	Iteration 31Q: 3 clusters Score -2329000 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2329118.750000 Penalty: 3320.210693
	Iteration 32Q: 3 clusters Score -2329119 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2329210.750000 Penalty: 3320.210693
	Iteration 33Q: 3 clusters Score -2329211 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2329308.250000 Penalty: 3320.210693
	Iteration 34Q: 3 clusters Score -2329308 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2329412.750000 Penalty: 3320.210693
	Iteration 35Q: 3 clusters Score -2329413 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2329528.000000 Penalty: 3320.210693
	Iteration 36Q: 3 clusters Score -2329528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2329678.000000 Penalty: 3320.210693
	Iteration 37Q: 3 clusters Score -2329678 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2329823.000000 Penalty: 3320.210693
	Iteration 38Q: 3 clusters Score -2329823 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2329975.500000 Penalty: 3320.210693
	Iteration 39Q: 3 clusters Score -2329976 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2330145.250000 Penalty: 3320.210693
	Iteration 40F: 3 clusters Score -2330145 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2330333.750000 Penalty: 3320.210693
	Iteration 41Q: 3 clusters Score -2330334 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2330553.500000 Penalty: 3320.210693
	Iteration 42Q: 3 clusters Score -2330554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2330779.500000 Penalty: 3320.210693
	Iteration 43Q: 3 clusters Score -2330780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2331001.750000 Penalty: 3320.210693
	Iteration 44Q: 3 clusters Score -2331002 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2331196.000000 Penalty: 3320.210693
	Iteration 45Q: 3 clusters Score -2331196 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2331347.250000 Penalty: 3320.210693
	Iteration 46Q: 3 clusters Score -2331347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2331447.500000 Penalty: 3320.210693
	Iteration 47Q: 3 clusters Score -2331448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2331546.250000 Penalty: 3320.210693
	Iteration 48Q: 3 clusters Score -2331546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2331623.250000 Penalty: 3320.210693
	Iteration 49Q: 3 clusters Score -2331623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2331689.750000 Penalty: 3320.210693
	Iteration 50Q: 3 clusters Score -2331690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2331737.250000 Penalty: 3320.210693
	Iteration 51Q: 3 clusters Score -2331737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2331764.000000 Penalty: 3320.210693
	Iteration 52Q: 3 clusters Score -2331764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2331787.250000 Penalty: 3320.210693
	Iteration 53Q: 3 clusters Score -2331787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2331801.750000 Penalty: 3320.210693
	Iteration 54Q: 3 clusters Score -2331802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2331819.750000 Penalty: 3320.210693
	Iteration 55Q: 3 clusters Score -2331820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2331836.500000 Penalty: 3320.210693
	Iteration 56Q: 3 clusters Score -2331836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2331845.000000 Penalty: 3320.210693
	Iteration 57Q: 3 clusters Score -2331845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2331846.250000 Penalty: 3320.210693
	Iteration 58Q: 3 clusters Score -2331846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2331845.250000 Penalty: 3320.210693
	Iteration 59Q: 3 clusters Score -2331845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2331844.500000 Penalty: 3320.210693
	Iteration 60F: 3 clusters Score -2331844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2331847.750000 Penalty: 3320.210693
	Iteration 61Q: 3 clusters Score -2331848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2331851.500000 Penalty: 3320.210693
	Iteration 62Q: 3 clusters Score -2331852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2331851.000000 Penalty: 3320.210693
	Iteration 63Q: 3 clusters Score -2331851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2331851.000000 Penalty: 3320.210693
	Iteration 64F: 3 clusters Score -2331851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Entering Unmasked Estep 
Score: -625485.937500 Penalty: 1448.451904
	Iteration 0F: 2 clusters Score -625485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -619958.562500 Penalty: 2896.903809
	Iteration 0F: 3 clusters Score -619958.6 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -621584.937500 Penalty: 2896.903809
	Iteration 1F: 3 clusters Score -621584.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -621766.500000 Penalty: 2896.903809
	Iteration 2F: 3 clusters Score -621766.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -621912.187500 Penalty: 2896.903809
	Iteration 3Q: 3 clusters Score -621912.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -622022.750000 Penalty: 2896.903809
	Iteration 4Q: 3 clusters Score -622022.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -622116.937500 Penalty: 2896.903809
	Iteration 5Q: 3 clusters Score -622116.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -622220.125000 Penalty: 2896.903809
	Iteration 6Q: 3 clusters Score -622220.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -622325.875000 Penalty: 2896.903809
	Iteration 7Q: 3 clusters Score -622325.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -622455.687500 Penalty: 2896.903809
	Iteration 8Q: 3 clusters Score -622455.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -622615.187500 Penalty: 2896.903809
	Iteration 9Q: 3 clusters Score -622615.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -622797.875000 Penalty: 2896.903809
	Iteration 10Q: 3 clusters Score -622797.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -623023.000000 Penalty: 2896.903809
	Iteration 11Q: 3 clusters Score -623023 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -623266.125000 Penalty: 2896.903809
	Iteration 12Q: 3 clusters Score -623266.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -623466.312500 Penalty: 2896.903809
	Iteration 13Q: 3 clusters Score -623466.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -623649.812500 Penalty: 2896.903809
	Iteration 14Q: 3 clusters Score -623649.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -623801.812500 Penalty: 2896.903809
	Iteration 15Q: 3 clusters Score -623801.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -623915.375000 Penalty: 2896.903809
	Iteration 16Q: 3 clusters Score -623915.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -623986.812500 Penalty: 2896.903809
	Iteration 17Q: 3 clusters Score -623986.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -624036.562500 Penalty: 2896.903809
	Iteration 18Q: 3 clusters Score -624036.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -624075.187500 Penalty: 2896.903809
	Iteration 19Q: 3 clusters Score -624075.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -624107.687500 Penalty: 2896.903809
	Iteration 20F: 3 clusters Score -624107.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -624127.625000 Penalty: 2896.903809
	Iteration 21Q: 3 clusters Score -624127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -624147.687500 Penalty: 2896.903809
	Iteration 22Q: 3 clusters Score -624147.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -624160.437500 Penalty: 2896.903809
	Iteration 23Q: 3 clusters Score -624160.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -624172.812500 Penalty: 2896.903809
	Iteration 24Q: 3 clusters Score -624172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -624181.625000 Penalty: 2896.903809
	Iteration 25Q: 3 clusters Score -624181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -624187.312500 Penalty: 2896.903809
	Iteration 26Q: 3 clusters Score -624187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -624197.312500 Penalty: 2896.903809
	Iteration 27Q: 3 clusters Score -624197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -624202.937500 Penalty: 2896.903809
	Iteration 28Q: 3 clusters Score -624202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -624213.500000 Penalty: 2896.903809
	Iteration 29Q: 3 clusters Score -624213.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -624223.937500 Penalty: 2896.903809
	Iteration 30Q: 3 clusters Score -624223.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -624234.562500 Penalty: 2896.903809
	Iteration 31Q: 3 clusters Score -624234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -624244.187500 Penalty: 2896.903809
	Iteration 32Q: 3 clusters Score -624244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -624254.812500 Penalty: 2896.903809
	Iteration 33Q: 3 clusters Score -624254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -624262.187500 Penalty: 2896.903809
	Iteration 34Q: 3 clusters Score -624262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -624270.625000 Penalty: 2896.903809
	Iteration 35Q: 3 clusters Score -624270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -624274.625000 Penalty: 2896.903809
	Iteration 36Q: 3 clusters Score -624274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -624280.375000 Penalty: 2896.903809
	Iteration 37Q: 3 clusters Score -624280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -624280.812500 Penalty: 2896.903809
	Iteration 38Q: 3 clusters Score -624280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -624280.312500 Penalty: 2896.903809
	Iteration 39Q: 3 clusters Score -624280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -624280.312500 Penalty: 2896.903809
	Iteration 40F: 3 clusters Score -624280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Entering Unmasked Estep 
Score: -1522826.875000 Penalty: 1592.844360
	Iteration 0F: 2 clusters Score -1522827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1510399.250000 Penalty: 3185.688721
	Iteration 0F: 3 clusters Score -1510399 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1514988.250000 Penalty: 3185.688721
	Iteration 1F: 3 clusters Score -1514988 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1515514.250000 Penalty: 3185.688721
	Iteration 2F: 3 clusters Score -1515514 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1516143.375000 Penalty: 3185.688721
	Iteration 3F: 3 clusters Score -1516143 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1516909.750000 Penalty: 3185.688721
	Iteration 4F: 3 clusters Score -1516910 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1517774.500000 Penalty: 3185.688721
	Iteration 5F: 3 clusters Score -1517774 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1518702.375000 Penalty: 3185.688721
	Iteration 6F: 3 clusters Score -1518702 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1519577.375000 Penalty: 3185.688721
	Iteration 7F: 3 clusters Score -1519577 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1520265.250000 Penalty: 3185.688721
	Iteration 8F: 3 clusters Score -1520265 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1520755.625000 Penalty: 3185.688721
	Iteration 9Q: 3 clusters Score -1520756 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1521078.125000 Penalty: 3185.688721
	Iteration 10Q: 3 clusters Score -1521078 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1521239.625000 Penalty: 3185.688721
	Iteration 11Q: 3 clusters Score -1521240 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1521334.375000 Penalty: 3185.688721
	Iteration 12Q: 3 clusters Score -1521334 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1521397.750000 Penalty: 3185.688721
	Iteration 13Q: 3 clusters Score -1521398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1521445.625000 Penalty: 3185.688721
	Iteration 14Q: 3 clusters Score -1521446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1521486.500000 Penalty: 3185.688721
	Iteration 15Q: 3 clusters Score -1521486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1521534.750000 Penalty: 3185.688721
	Iteration 16Q: 3 clusters Score -1521535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1521569.875000 Penalty: 3185.688721
	Iteration 17Q: 3 clusters Score -1521570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1521610.750000 Penalty: 3185.688721
	Iteration 18Q: 3 clusters Score -1521611 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1521653.375000 Penalty: 3185.688721
	Iteration 19Q: 3 clusters Score -1521653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1521707.000000 Penalty: 3185.688721
	Iteration 20F: 3 clusters Score -1521707 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1521764.125000 Penalty: 3185.688721
	Iteration 21Q: 3 clusters Score -1521764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1521848.875000 Penalty: 3185.688721
	Iteration 22Q: 3 clusters Score -1521849 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1521938.500000 Penalty: 3185.688721
	Iteration 23Q: 3 clusters Score -1521938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1522025.125000 Penalty: 3185.688721
	Iteration 24Q: 3 clusters Score -1522025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1522111.500000 Penalty: 3185.688721
	Iteration 25Q: 3 clusters Score -1522112 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1522215.500000 Penalty: 3185.688721
	Iteration 26Q: 3 clusters Score -1522216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1522303.500000 Penalty: 3185.688721
	Iteration 27Q: 3 clusters Score -1522304 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1522394.625000 Penalty: 3185.688721
	Iteration 28Q: 3 clusters Score -1522395 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1522497.000000 Penalty: 3185.688721
	Iteration 29Q: 3 clusters Score -1522497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1522588.000000 Penalty: 3185.688721
	Iteration 30Q: 3 clusters Score -1522588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1522657.375000 Penalty: 3185.688721
	Iteration 31Q: 3 clusters Score -1522657 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1522699.500000 Penalty: 3185.688721
	Iteration 32Q: 3 clusters Score -1522700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1522739.250000 Penalty: 3185.688721
	Iteration 33Q: 3 clusters Score -1522739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1522753.875000 Penalty: 3185.688721
	Iteration 34Q: 3 clusters Score -1522754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1522769.375000 Penalty: 3185.688721
	Iteration 35Q: 3 clusters Score -1522769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1522777.875000 Penalty: 3185.688721
	Iteration 36Q: 3 clusters Score -1522778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1522778.625000 Penalty: 3185.688721
	Iteration 37Q: 3 clusters Score -1522779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1522781.250000 Penalty: 3185.688721
	Iteration 38Q: 3 clusters Score -1522781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1522786.250000 Penalty: 3185.688721
	Iteration 39Q: 3 clusters Score -1522786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1522786.625000 Penalty: 3185.688721
	Iteration 40F: 3 clusters Score -1522787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1522789.250000 Penalty: 3185.688721
	Iteration 41Q: 3 clusters Score -1522789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1522787.500000 Penalty: 3185.688721
	Iteration 42Q: 3 clusters Score -1522788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1522785.625000 Penalty: 3185.688721
	Iteration 43Q: 3 clusters Score -1522786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1522786.000000 Penalty: 3185.688721
	Iteration 44Q: 3 clusters Score -1522786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1522785.125000 Penalty: 3185.688721
	Iteration 45Q: 3 clusters Score -1522785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1522784.500000 Penalty: 3185.688721
	Iteration 46Q: 3 clusters Score -1522784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1522783.750000 Penalty: 3185.688721
	Iteration 47Q: 3 clusters Score -1522784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1522785.500000 Penalty: 3185.688721
	Iteration 48Q: 3 clusters Score -1522786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1522785.500000 Penalty: 3185.688721
	Iteration 49F: 3 clusters Score -1522786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -759249.562500 Penalty: 1477.980835
	Iteration 0F: 2 clusters Score -759249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -752744.187500 Penalty: 2955.961670
	Iteration 0F: 3 clusters Score -752744.2 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -754808.125000 Penalty: 2955.961670
	Iteration 1F: 3 clusters Score -754808.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -755071.000000 Penalty: 2955.961670
	Iteration 2F: 3 clusters Score -755071 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -755331.125000 Penalty: 2955.961670
	Iteration 3F: 3 clusters Score -755331.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -755619.187500 Penalty: 2955.961670
	Iteration 4F: 3 clusters Score -755619.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -755901.500000 Penalty: 2955.961670
	Iteration 5F: 3 clusters Score -755901.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -756166.500000 Penalty: 2955.961670
	Iteration 6Q: 3 clusters Score -756166.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -756386.312500 Penalty: 2955.961670
	Iteration 7Q: 3 clusters Score -756386.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -756631.187500 Penalty: 2955.961670
	Iteration 8Q: 3 clusters Score -756631.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -756857.062500 Penalty: 2955.961670
	Iteration 9Q: 3 clusters Score -756857.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -757065.312500 Penalty: 2955.961670
	Iteration 10Q: 3 clusters Score -757065.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -757271.375000 Penalty: 2955.961670
	Iteration 11Q: 3 clusters Score -757271.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -757481.062500 Penalty: 2955.961670
	Iteration 12Q: 3 clusters Score -757481.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -757656.750000 Penalty: 2955.961670
	Iteration 13Q: 3 clusters Score -757656.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -757787.875000 Penalty: 2955.961670
	Iteration 14Q: 3 clusters Score -757787.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -757897.562500 Penalty: 2955.961670
	Iteration 15Q: 3 clusters Score -757897.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -757969.125000 Penalty: 2955.961670
	Iteration 16Q: 3 clusters Score -757969.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -758019.250000 Penalty: 2955.961670
	Iteration 17Q: 3 clusters Score -758019.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -758066.812500 Penalty: 2955.961670
	Iteration 18Q: 3 clusters Score -758066.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -758101.625000 Penalty: 2955.961670
	Iteration 19Q: 3 clusters Score -758101.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -758133.312500 Penalty: 2955.961670
	Iteration 20F: 3 clusters Score -758133.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -758158.062500 Penalty: 2955.961670
	Iteration 21Q: 3 clusters Score -758158.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -758175.187500 Penalty: 2955.961670
	Iteration 22Q: 3 clusters Score -758175.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -758186.000000 Penalty: 2955.961670
	Iteration 23Q: 3 clusters Score -758186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -758194.625000 Penalty: 2955.961670
	Iteration 24Q: 3 clusters Score -758194.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -758200.312500 Penalty: 2955.961670
	Iteration 25Q: 3 clusters Score -758200.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -758210.312500 Penalty: 2955.961670
	Iteration 26Q: 3 clusters Score -758210.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -758218.250000 Penalty: 2955.961670
	Iteration 27Q: 3 clusters Score -758218.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -758228.875000 Penalty: 2955.961670
	Iteration 28Q: 3 clusters Score -758228.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -758237.875000 Penalty: 2955.961670
	Iteration 29Q: 3 clusters Score -758237.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -758243.875000 Penalty: 2955.961670
	Iteration 30Q: 3 clusters Score -758243.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -758252.500000 Penalty: 2955.961670
	Iteration 31Q: 3 clusters Score -758252.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -758256.000000 Penalty: 2955.961670
	Iteration 32Q: 3 clusters Score -758256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -758261.062500 Penalty: 2955.961670
	Iteration 33Q: 3 clusters Score -758261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -758265.250000 Penalty: 2955.961670
	Iteration 34Q: 3 clusters Score -758265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -758271.500000 Penalty: 2955.961670
	Iteration 35Q: 3 clusters Score -758271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -758274.625000 Penalty: 2955.961670
	Iteration 36Q: 3 clusters Score -758274.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -758277.500000 Penalty: 2955.961670
	Iteration 37Q: 3 clusters Score -758277.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -758282.187500 Penalty: 2955.961670
	Iteration 38Q: 3 clusters Score -758282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -758284.562500 Penalty: 2955.961670
	Iteration 39Q: 3 clusters Score -758284.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -758290.937500 Penalty: 2955.961670
	Iteration 40F: 3 clusters Score -758290.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -758297.562500 Penalty: 2955.961670
	Iteration 41Q: 3 clusters Score -758297.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -758302.062500 Penalty: 2955.961670
	Iteration 42Q: 3 clusters Score -758302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -758304.375000 Penalty: 2955.961670
	Iteration 43Q: 3 clusters Score -758304.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -758306.437500 Penalty: 2955.961670
	Iteration 44Q: 3 clusters Score -758306.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -758314.187500 Penalty: 2955.961670
	Iteration 45Q: 3 clusters Score -758314.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -758324.312500 Penalty: 2955.961670
	Iteration 46Q: 3 clusters Score -758324.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -758332.625000 Penalty: 2955.961670
	Iteration 47Q: 3 clusters Score -758332.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -758336.000000 Penalty: 2955.961670
	Iteration 48Q: 3 clusters Score -758336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -758343.187500 Penalty: 2955.961670
	Iteration 49Q: 3 clusters Score -758343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -758347.562500 Penalty: 2955.961670
	Iteration 50Q: 3 clusters Score -758347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -758351.750000 Penalty: 2955.961670
	Iteration 51Q: 3 clusters Score -758351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -758349.562500 Penalty: 2955.961670
	Iteration 52Q: 3 clusters Score -758349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -758353.437500 Penalty: 2955.961670
	Iteration 53Q: 3 clusters Score -758353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -758352.562500 Penalty: 2955.961670
	Iteration 54Q: 3 clusters Score -758352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -758357.000000 Penalty: 2955.961670
	Iteration 55Q: 3 clusters Score -758357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -758356.875000 Penalty: 2955.961670
	Iteration 56Q: 3 clusters Score -758356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -758358.750000 Penalty: 2955.961670
	Iteration 57Q: 3 clusters Score -758358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -758359.312500 Penalty: 2955.961670
	Iteration 58Q: 3 clusters Score -758359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -758360.375000 Penalty: 2955.961670
	Iteration 59Q: 3 clusters Score -758360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -758360.625000 Penalty: 2955.961670
	Iteration 60F: 3 clusters Score -758360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -758362.812500 Penalty: 2955.961670
	Iteration 61Q: 3 clusters Score -758362.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -758366.250000 Penalty: 2955.961670
	Iteration 62Q: 3 clusters Score -758366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -758369.437500 Penalty: 2955.961670
	Iteration 63Q: 3 clusters Score -758369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -758369.375000 Penalty: 2955.961670
	Iteration 64Q: 3 clusters Score -758369.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -758369.375000 Penalty: 2955.961670
	Iteration 65Q: 3 clusters Score -758369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -758370.750000 Penalty: 2955.961670
	Iteration 66Q: 3 clusters Score -758370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -758373.812500 Penalty: 2955.961670
	Iteration 67Q: 3 clusters Score -758373.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -758375.687500 Penalty: 2955.961670
	Iteration 68Q: 3 clusters Score -758375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -758377.562500 Penalty: 2955.961670
	Iteration 69Q: 3 clusters Score -758377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -758379.062500 Penalty: 2955.961670
	Iteration 70Q: 3 clusters Score -758379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -758382.562500 Penalty: 2955.961670
	Iteration 71Q: 3 clusters Score -758382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -758382.625000 Penalty: 2955.961670
	Iteration 72Q: 3 clusters Score -758382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -758382.812500 Penalty: 2955.961670
	Iteration 73Q: 3 clusters Score -758382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -758383.562500 Penalty: 2955.961670
	Iteration 74Q: 3 clusters Score -758383.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -758383.562500 Penalty: 2955.961670
	Iteration 75F: 3 clusters Score -758383.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -141876.906250 Penalty: 1243.307007
	Iteration 0F: 2 clusters Score -141876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -139724.265625 Penalty: 2486.614014
	Iteration 0F: 3 clusters Score -139724.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -140337.234375 Penalty: 2486.614014
	Iteration 1F: 3 clusters Score -140337.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140607.843750 Penalty: 2486.614014
	Iteration 2F: 3 clusters Score -140607.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -140763.484375 Penalty: 2486.614014
	Iteration 3F: 3 clusters Score -140763.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -140860.546875 Penalty: 2486.614014
	Iteration 4Q: 3 clusters Score -140860.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -140931.046875 Penalty: 2486.614014
	Iteration 5Q: 3 clusters Score -140931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -140982.468750 Penalty: 2486.614014
	Iteration 6Q: 3 clusters Score -140982.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -141015.937500 Penalty: 2486.614014
	Iteration 7Q: 3 clusters Score -141015.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -141043.390625 Penalty: 2486.614014
	Iteration 8Q: 3 clusters Score -141043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -141068.656250 Penalty: 2486.614014
	Iteration 9Q: 3 clusters Score -141068.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -141089.609375 Penalty: 2486.614014
	Iteration 10Q: 3 clusters Score -141089.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -141105.875000 Penalty: 2486.614014
	Iteration 11Q: 3 clusters Score -141105.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -141128.156250 Penalty: 2486.614014
	Iteration 12Q: 3 clusters Score -141128.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -141160.484375 Penalty: 2486.614014
	Iteration 13Q: 3 clusters Score -141160.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -141189.265625 Penalty: 2486.614014
	Iteration 14Q: 3 clusters Score -141189.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -141204.265625 Penalty: 2486.614014
	Iteration 15Q: 3 clusters Score -141204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -141228.500000 Penalty: 2486.614014
	Iteration 16Q: 3 clusters Score -141228.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -141257.078125 Penalty: 2486.614014
	Iteration 17Q: 3 clusters Score -141257.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -141286.828125 Penalty: 2486.614014
	Iteration 18Q: 3 clusters Score -141286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -141305.500000 Penalty: 2486.614014
	Iteration 19Q: 3 clusters Score -141305.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -141320.359375 Penalty: 2486.614014
	Iteration 20F: 3 clusters Score -141320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -141328.125000 Penalty: 2486.614014
	Iteration 21Q: 3 clusters Score -141328.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -141333.562500 Penalty: 2486.614014
	Iteration 22Q: 3 clusters Score -141333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -141340.328125 Penalty: 2486.614014
	Iteration 23Q: 3 clusters Score -141340.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -141349.328125 Penalty: 2486.614014
	Iteration 24Q: 3 clusters Score -141349.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -141356.921875 Penalty: 2486.614014
	Iteration 25Q: 3 clusters Score -141356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -141361.484375 Penalty: 2486.614014
	Iteration 26Q: 3 clusters Score -141361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -141366.718750 Penalty: 2486.614014
	Iteration 27Q: 3 clusters Score -141366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -141371.390625 Penalty: 2486.614014
	Iteration 28Q: 3 clusters Score -141371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -141376.390625 Penalty: 2486.614014
	Iteration 29Q: 3 clusters Score -141376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -141379.546875 Penalty: 2486.614014
	Iteration 30Q: 3 clusters Score -141379.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -141382.171875 Penalty: 2486.614014
	Iteration 31Q: 3 clusters Score -141382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -141383.531250 Penalty: 2486.614014
	Iteration 32Q: 3 clusters Score -141383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -141384.531250 Penalty: 2486.614014
	Iteration 33Q: 3 clusters Score -141384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -141384.531250 Penalty: 2486.614014
	Iteration 34Q: 3 clusters Score -141384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -141384.531250 Penalty: 2486.614014
	Iteration 35F: 3 clusters Score -141384.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -314798.468750 Penalty: 1350.602295
	Iteration 0F: 2 clusters Score -314798.5 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 2030 members 
Entering Unmasked Estep 
Score: -311476.125000 Penalty: 2701.204590
	Iteration 0F: 3 clusters Score -311476.1 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -312638.250000 Penalty: 2701.204590
	Iteration 1F: 3 clusters Score -312638.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -313082.281250 Penalty: 2701.204590
	Iteration 2F: 3 clusters Score -313082.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -313507.156250 Penalty: 2701.204590
	Iteration 3F: 3 clusters Score -313507.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -313873.250000 Penalty: 2701.204590
	Iteration 4F: 3 clusters Score -313873.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -314077.843750 Penalty: 2701.204590
	Iteration 5F: 3 clusters Score -314077.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -314218.562500 Penalty: 2701.204590
	Iteration 6Q: 3 clusters Score -314218.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -314334.281250 Penalty: 2701.204590
	Iteration 7Q: 3 clusters Score -314334.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -314426.406250 Penalty: 2701.204590
	Iteration 8Q: 3 clusters Score -314426.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -314519.375000 Penalty: 2701.204590
	Iteration 9Q: 3 clusters Score -314519.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -314617.843750 Penalty: 2701.204590
	Iteration 10Q: 3 clusters Score -314617.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -314670.468750 Penalty: 2701.204590
	Iteration 11Q: 3 clusters Score -314670.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -314716.843750 Penalty: 2701.204590
	Iteration 12Q: 3 clusters Score -314716.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -314754.125000 Penalty: 2701.204590
	Iteration 13Q: 3 clusters Score -314754.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -314787.843750 Penalty: 2701.204590
	Iteration 14Q: 3 clusters Score -314787.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -314813.781250 Penalty: 2701.204590
	Iteration 15Q: 3 clusters Score -314813.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314835.687500 Penalty: 2701.204590
	Iteration 16Q: 3 clusters Score -314835.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -314845.906250 Penalty: 2701.204590
	Iteration 17Q: 3 clusters Score -314845.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -314865.750000 Penalty: 2701.204590
	Iteration 18Q: 3 clusters Score -314865.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -314888.406250 Penalty: 2701.204590
	Iteration 19Q: 3 clusters Score -314888.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314907.562500 Penalty: 2701.204590
	Iteration 20F: 3 clusters Score -314907.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -314923.062500 Penalty: 2701.204590
	Iteration 21Q: 3 clusters Score -314923.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -314934.406250 Penalty: 2701.204590
	Iteration 22Q: 3 clusters Score -314934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -314940.406250 Penalty: 2701.204590
	Iteration 23Q: 3 clusters Score -314940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -314944.000000 Penalty: 2701.204590
	Iteration 24Q: 3 clusters Score -314944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -314949.875000 Penalty: 2701.204590
	Iteration 25Q: 3 clusters Score -314949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -314955.343750 Penalty: 2701.204590
	Iteration 26Q: 3 clusters Score -314955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -314958.218750 Penalty: 2701.204590
	Iteration 27Q: 3 clusters Score -314958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -314961.375000 Penalty: 2701.204590
	Iteration 28Q: 3 clusters Score -314961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -314964.343750 Penalty: 2701.204590
	Iteration 29Q: 3 clusters Score -314964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -314968.375000 Penalty: 2701.204590
	Iteration 30Q: 3 clusters Score -314968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -314976.812500 Penalty: 2701.204590
	Iteration 31Q: 3 clusters Score -314976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314989.937500 Penalty: 2701.204590
	Iteration 32Q: 3 clusters Score -314989.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -315015.875000 Penalty: 2701.204590
	Iteration 33Q: 3 clusters Score -315015.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -315040.093750 Penalty: 2701.204590
	Iteration 34Q: 3 clusters Score -315040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315055.937500 Penalty: 2701.204590
	Iteration 35Q: 3 clusters Score -315055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -315066.312500 Penalty: 2701.204590
	Iteration 36Q: 3 clusters Score -315066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -315070.250000 Penalty: 2701.204590
	Iteration 37Q: 3 clusters Score -315070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -315072.125000 Penalty: 2701.204590
	Iteration 38Q: 3 clusters Score -315072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -315074.625000 Penalty: 2701.204590
	Iteration 39Q: 3 clusters Score -315074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -315075.625000 Penalty: 2701.204590
	Iteration 40F: 3 clusters Score -315075.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206750 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18072 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 3095 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 63041 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16509 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 7812 members 
Mstep: Class 31 contains 975 members 
Entering Unmasked Estep 
Score: -54419616.000000 Penalty: 67481.570312
Splitting cluster 19 changes total score from -54420140.000000 to -54419616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Entering Unmasked Estep 
Score: -1035150.250000 Penalty: 1526.632202
	Iteration 0F: 2 clusters Score -1035150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1026647.187500 Penalty: 3053.264404
	Iteration 0F: 3 clusters Score -1026647 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1029462.750000 Penalty: 3053.264404
	Iteration 1F: 3 clusters Score -1029463 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1029705.250000 Penalty: 3053.264404
	Iteration 2F: 3 clusters Score -1029705 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1029899.375000 Penalty: 3053.264404
	Iteration 3Q: 3 clusters Score -1029899 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1030073.625000 Penalty: 3053.264404
	Iteration 4Q: 3 clusters Score -1030074 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1030250.562500 Penalty: 3053.264404
	Iteration 5Q: 3 clusters Score -1030251 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1030477.625000 Penalty: 3053.264404
	Iteration 6Q: 3 clusters Score -1030478 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1030733.812500 Penalty: 3053.264404
	Iteration 7Q: 3 clusters Score -1030734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1031020.062500 Penalty: 3053.264404
	Iteration 8Q: 3 clusters Score -1031020 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1031325.437500 Penalty: 3053.264404
	Iteration 9Q: 3 clusters Score -1031325 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1031671.375000 Penalty: 3053.264404
	Iteration 10Q: 3 clusters Score -1031671 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1032007.812500 Penalty: 3053.264404
	Iteration 11Q: 3 clusters Score -1032008 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1032325.187500 Penalty: 3053.264404
	Iteration 12Q: 3 clusters Score -1032325 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1032635.875000 Penalty: 3053.264404
	Iteration 13Q: 3 clusters Score -1032636 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1032938.625000 Penalty: 3053.264404
	Iteration 14Q: 3 clusters Score -1032939 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1033174.812500 Penalty: 3053.264404
	Iteration 15Q: 3 clusters Score -1033175 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1033354.500000 Penalty: 3053.264404
	Iteration 16Q: 3 clusters Score -1033354 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1033499.500000 Penalty: 3053.264404
	Iteration 17Q: 3 clusters Score -1033500 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1033596.062500 Penalty: 3053.264404
	Iteration 18Q: 3 clusters Score -1033596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1033657.500000 Penalty: 3053.264404
	Iteration 19Q: 3 clusters Score -1033658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1033696.625000 Penalty: 3053.264404
	Iteration 20F: 3 clusters Score -1033697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1033722.562500 Penalty: 3053.264404
	Iteration 21Q: 3 clusters Score -1033723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1033745.250000 Penalty: 3053.264404
	Iteration 22Q: 3 clusters Score -1033745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1033768.625000 Penalty: 3053.264404
	Iteration 23Q: 3 clusters Score -1033769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1033784.687500 Penalty: 3053.264404
	Iteration 24Q: 3 clusters Score -1033785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1033798.000000 Penalty: 3053.264404
	Iteration 25Q: 3 clusters Score -1033798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1033809.750000 Penalty: 3053.264404
	Iteration 26Q: 3 clusters Score -1033810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1033820.437500 Penalty: 3053.264404
	Iteration 27Q: 3 clusters Score -1033820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1033826.625000 Penalty: 3053.264404
	Iteration 28Q: 3 clusters Score -1033827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1033833.812500 Penalty: 3053.264404
	Iteration 29Q: 3 clusters Score -1033834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1033840.500000 Penalty: 3053.264404
	Iteration 30Q: 3 clusters Score -1033840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1033844.750000 Penalty: 3053.264404
	Iteration 31Q: 3 clusters Score -1033845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1033848.312500 Penalty: 3053.264404
	Iteration 32Q: 3 clusters Score -1033848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1033854.750000 Penalty: 3053.264404
	Iteration 33Q: 3 clusters Score -1033855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1033858.500000 Penalty: 3053.264404
	Iteration 34Q: 3 clusters Score -1033858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1033860.750000 Penalty: 3053.264404
	Iteration 35Q: 3 clusters Score -1033861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1033864.812500 Penalty: 3053.264404
	Iteration 36Q: 3 clusters Score -1033865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1033870.812500 Penalty: 3053.264404
	Iteration 37Q: 3 clusters Score -1033871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1033876.687500 Penalty: 3053.264404
	Iteration 38Q: 3 clusters Score -1033877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1033879.625000 Penalty: 3053.264404
	Iteration 39Q: 3 clusters Score -1033880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1033885.750000 Penalty: 3053.264404
	Iteration 40F: 3 clusters Score -1033886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1033888.937500 Penalty: 3053.264404
	Iteration 41Q: 3 clusters Score -1033889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1033891.937500 Penalty: 3053.264404
	Iteration 42Q: 3 clusters Score -1033892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1033894.937500 Penalty: 3053.264404
	Iteration 43Q: 3 clusters Score -1033895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1033896.437500 Penalty: 3053.264404
	Iteration 44Q: 3 clusters Score -1033896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1033898.625000 Penalty: 3053.264404
	Iteration 45Q: 3 clusters Score -1033899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1033902.437500 Penalty: 3053.264404
	Iteration 46Q: 3 clusters Score -1033902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1033907.062500 Penalty: 3053.264404
	Iteration 47Q: 3 clusters Score -1033907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1033909.125000 Penalty: 3053.264404
	Iteration 48Q: 3 clusters Score -1033909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1033910.875000 Penalty: 3053.264404
	Iteration 49Q: 3 clusters Score -1033911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1033913.437500 Penalty: 3053.264404
	Iteration 50Q: 3 clusters Score -1033913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1033912.875000 Penalty: 3053.264404
	Iteration 51Q: 3 clusters Score -1033913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1033912.875000 Penalty: 3053.264404
	Iteration 52F: 3 clusters Score -1033913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -581522.437500 Penalty: 1439.831177
	Iteration 0F: 2 clusters Score -581522.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -576255.875000 Penalty: 2879.662354
	Iteration 0F: 3 clusters Score -576255.9 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -578113.625000 Penalty: 2879.662354
	Iteration 1F: 3 clusters Score -578113.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -578570.812500 Penalty: 2879.662354
	Iteration 2F: 3 clusters Score -578570.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -578950.250000 Penalty: 2879.662354
	Iteration 3F: 3 clusters Score -578950.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -579272.875000 Penalty: 2879.662354
	Iteration 4F: 3 clusters Score -579272.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -579515.062500 Penalty: 2879.662354
	Iteration 5F: 3 clusters Score -579515.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -579687.937500 Penalty: 2879.662354
	Iteration 6Q: 3 clusters Score -579687.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -579805.125000 Penalty: 2879.662354
	Iteration 7Q: 3 clusters Score -579805.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -579878.437500 Penalty: 2879.662354
	Iteration 8Q: 3 clusters Score -579878.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -579922.562500 Penalty: 2879.662354
	Iteration 9Q: 3 clusters Score -579922.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -579961.437500 Penalty: 2879.662354
	Iteration 10Q: 3 clusters Score -579961.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -580005.125000 Penalty: 2879.662354
	Iteration 11Q: 3 clusters Score -580005.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -580037.125000 Penalty: 2879.662354
	Iteration 12Q: 3 clusters Score -580037.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -580063.062500 Penalty: 2879.662354
	Iteration 13Q: 3 clusters Score -580063.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -580084.125000 Penalty: 2879.662354
	Iteration 14Q: 3 clusters Score -580084.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -580100.625000 Penalty: 2879.662354
	Iteration 15Q: 3 clusters Score -580100.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -580120.937500 Penalty: 2879.662354
	Iteration 16Q: 3 clusters Score -580120.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -580140.187500 Penalty: 2879.662354
	Iteration 17Q: 3 clusters Score -580140.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -580157.250000 Penalty: 2879.662354
	Iteration 18Q: 3 clusters Score -580157.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -580171.687500 Penalty: 2879.662354
	Iteration 19Q: 3 clusters Score -580171.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -580193.125000 Penalty: 2879.662354
	Iteration 20F: 3 clusters Score -580193.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -580213.500000 Penalty: 2879.662354
	Iteration 21Q: 3 clusters Score -580213.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -580230.812500 Penalty: 2879.662354
	Iteration 22Q: 3 clusters Score -580230.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -580252.812500 Penalty: 2879.662354
	Iteration 23Q: 3 clusters Score -580252.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -580273.875000 Penalty: 2879.662354
	Iteration 24Q: 3 clusters Score -580273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -580300.187500 Penalty: 2879.662354
	Iteration 25Q: 3 clusters Score -580300.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -580325.187500 Penalty: 2879.662354
	Iteration 26Q: 3 clusters Score -580325.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -580353.875000 Penalty: 2879.662354
	Iteration 27Q: 3 clusters Score -580353.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -580379.375000 Penalty: 2879.662354
	Iteration 28Q: 3 clusters Score -580379.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -580400.625000 Penalty: 2879.662354
	Iteration 29Q: 3 clusters Score -580400.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -580417.875000 Penalty: 2879.662354
	Iteration 30Q: 3 clusters Score -580417.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -580441.125000 Penalty: 2879.662354
	Iteration 31Q: 3 clusters Score -580441.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -580458.562500 Penalty: 2879.662354
	Iteration 32Q: 3 clusters Score -580458.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -580477.750000 Penalty: 2879.662354
	Iteration 33Q: 3 clusters Score -580477.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -580494.687500 Penalty: 2879.662354
	Iteration 34Q: 3 clusters Score -580494.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -580509.562500 Penalty: 2879.662354
	Iteration 35Q: 3 clusters Score -580509.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -580514.437500 Penalty: 2879.662354
	Iteration 36Q: 3 clusters Score -580514.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -580520.437500 Penalty: 2879.662354
	Iteration 37Q: 3 clusters Score -580520.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -580528.250000 Penalty: 2879.662354
	Iteration 38Q: 3 clusters Score -580528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -580534.937500 Penalty: 2879.662354
	Iteration 39Q: 3 clusters Score -580534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -580541.687500 Penalty: 2879.662354
	Iteration 40F: 3 clusters Score -580541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -580548.125000 Penalty: 2879.662354
	Iteration 41Q: 3 clusters Score -580548.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -580552.937500 Penalty: 2879.662354
	Iteration 42Q: 3 clusters Score -580552.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -580559.125000 Penalty: 2879.662354
	Iteration 43Q: 3 clusters Score -580559.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -580566.875000 Penalty: 2879.662354
	Iteration 44Q: 3 clusters Score -580566.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -580574.625000 Penalty: 2879.662354
	Iteration 45Q: 3 clusters Score -580574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -580582.562500 Penalty: 2879.662354
	Iteration 46Q: 3 clusters Score -580582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -580593.125000 Penalty: 2879.662354
	Iteration 47Q: 3 clusters Score -580593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -580599.937500 Penalty: 2879.662354
	Iteration 48Q: 3 clusters Score -580599.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -580605.687500 Penalty: 2879.662354
	Iteration 49Q: 3 clusters Score -580605.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -580610.125000 Penalty: 2879.662354
	Iteration 50Q: 3 clusters Score -580610.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -580618.375000 Penalty: 2879.662354
	Iteration 51Q: 3 clusters Score -580618.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -580628.125000 Penalty: 2879.662354
	Iteration 52Q: 3 clusters Score -580628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -580632.312500 Penalty: 2879.662354
	Iteration 53Q: 3 clusters Score -580632.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -580637.250000 Penalty: 2879.662354
	Iteration 54Q: 3 clusters Score -580637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -580638.812500 Penalty: 2879.662354
	Iteration 55Q: 3 clusters Score -580638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -580639.312500 Penalty: 2879.662354
	Iteration 56Q: 3 clusters Score -580639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -580641.125000 Penalty: 2879.662354
	Iteration 57Q: 3 clusters Score -580641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -580640.687500 Penalty: 2879.662354
	Iteration 58Q: 3 clusters Score -580640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -580640.687500 Penalty: 2879.662354
	Iteration 59Q: 3 clusters Score -580640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -580641.687500 Penalty: 2879.662354
	Iteration 60F: 3 clusters Score -580641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -580644.562500 Penalty: 2879.662354
	Iteration 61Q: 3 clusters Score -580644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -580647.500000 Penalty: 2879.662354
	Iteration 62Q: 3 clusters Score -580647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -580650.937500 Penalty: 2879.662354
	Iteration 63Q: 3 clusters Score -580650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -580651.312500 Penalty: 2879.662354
	Iteration 64Q: 3 clusters Score -580651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -580651.312500 Penalty: 2879.662354
	Iteration 65F: 3 clusters Score -580651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -1159664.375000 Penalty: 1548.854004
	Iteration 0F: 2 clusters Score -1159664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1150123.000000 Penalty: 3097.708008
	Iteration 0F: 3 clusters Score -1150123 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1153465.000000 Penalty: 3097.708008
	Iteration 1F: 3 clusters Score -1153465 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1153918.250000 Penalty: 3097.708008
	Iteration 2F: 3 clusters Score -1153918 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1154376.625000 Penalty: 3097.708008
	Iteration 3F: 3 clusters Score -1154377 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1154778.875000 Penalty: 3097.708008
	Iteration 4F: 3 clusters Score -1154779 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1155145.000000 Penalty: 3097.708008
	Iteration 5F: 3 clusters Score -1155145 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1155492.750000 Penalty: 3097.708008
	Iteration 6Q: 3 clusters Score -1155493 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1155808.250000 Penalty: 3097.708008
	Iteration 7Q: 3 clusters Score -1155808 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1156072.750000 Penalty: 3097.708008
	Iteration 8Q: 3 clusters Score -1156073 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1156293.375000 Penalty: 3097.708008
	Iteration 9Q: 3 clusters Score -1156293 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1156476.250000 Penalty: 3097.708008
	Iteration 10Q: 3 clusters Score -1156476 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1156634.000000 Penalty: 3097.708008
	Iteration 11Q: 3 clusters Score -1156634 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1156781.750000 Penalty: 3097.708008
	Iteration 12Q: 3 clusters Score -1156782 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1156913.500000 Penalty: 3097.708008
	Iteration 13Q: 3 clusters Score -1156914 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1157058.500000 Penalty: 3097.708008
	Iteration 14Q: 3 clusters Score -1157058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1157194.750000 Penalty: 3097.708008
	Iteration 15Q: 3 clusters Score -1157195 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1157362.875000 Penalty: 3097.708008
	Iteration 16Q: 3 clusters Score -1157363 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1157539.625000 Penalty: 3097.708008
	Iteration 17Q: 3 clusters Score -1157540 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1157720.875000 Penalty: 3097.708008
	Iteration 18Q: 3 clusters Score -1157721 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1157912.125000 Penalty: 3097.708008
	Iteration 19Q: 3 clusters Score -1157912 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1158092.750000 Penalty: 3097.708008
	Iteration 20F: 3 clusters Score -1158093 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1158237.625000 Penalty: 3097.708008
	Iteration 21Q: 3 clusters Score -1158238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1158336.750000 Penalty: 3097.708008
	Iteration 22Q: 3 clusters Score -1158337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1158405.875000 Penalty: 3097.708008
	Iteration 23Q: 3 clusters Score -1158406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1158461.500000 Penalty: 3097.708008
	Iteration 24Q: 3 clusters Score -1158462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1158494.875000 Penalty: 3097.708008
	Iteration 25Q: 3 clusters Score -1158495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1158534.125000 Penalty: 3097.708008
	Iteration 26Q: 3 clusters Score -1158534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1158559.375000 Penalty: 3097.708008
	Iteration 27Q: 3 clusters Score -1158559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1158585.000000 Penalty: 3097.708008
	Iteration 28Q: 3 clusters Score -1158585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1158602.500000 Penalty: 3097.708008
	Iteration 29Q: 3 clusters Score -1158602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1158614.500000 Penalty: 3097.708008
	Iteration 30Q: 3 clusters Score -1158614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1158624.750000 Penalty: 3097.708008
	Iteration 31Q: 3 clusters Score -1158625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1158629.500000 Penalty: 3097.708008
	Iteration 32Q: 3 clusters Score -1158630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1158632.375000 Penalty: 3097.708008
	Iteration 33Q: 3 clusters Score -1158632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1158641.000000 Penalty: 3097.708008
	Iteration 34Q: 3 clusters Score -1158641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1158645.000000 Penalty: 3097.708008
	Iteration 35Q: 3 clusters Score -1158645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1158649.000000 Penalty: 3097.708008
	Iteration 36Q: 3 clusters Score -1158649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1158649.000000 Penalty: 3097.708008
	Iteration 37Q: 3 clusters Score -1158649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1158650.000000 Penalty: 3097.708008
	Iteration 38Q: 3 clusters Score -1158650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1158651.625000 Penalty: 3097.708008
	Iteration 39Q: 3 clusters Score -1158652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1158658.250000 Penalty: 3097.708008
	Iteration 40F: 3 clusters Score -1158658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1158662.500000 Penalty: 3097.708008
	Iteration 41Q: 3 clusters Score -1158662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1158665.500000 Penalty: 3097.708008
	Iteration 42Q: 3 clusters Score -1158666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1158668.750000 Penalty: 3097.708008
	Iteration 43Q: 3 clusters Score -1158669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1158668.000000 Penalty: 3097.708008
	Iteration 44Q: 3 clusters Score -1158668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1158667.625000 Penalty: 3097.708008
	Iteration 45Q: 3 clusters Score -1158668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1158666.750000 Penalty: 3097.708008
	Iteration 46Q: 3 clusters Score -1158667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1158668.875000 Penalty: 3097.708008
	Iteration 47Q: 3 clusters Score -1158669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1158668.375000 Penalty: 3097.708008
	Iteration 48Q: 3 clusters Score -1158668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1158668.375000 Penalty: 3097.708008
	Iteration 49F: 3 clusters Score -1158668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Entering Unmasked Estep 
Score: -5414812.500000 Penalty: 1795.875366
	Iteration 0F: 2 clusters Score -5414812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -5372725.500000 Penalty: 3591.750732
	Iteration 0F: 3 clusters Score -5372726 nChanged 29638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -5389970.500000 Penalty: 3591.750732
	Iteration 1F: 3 clusters Score -5389970 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5391068.000000 Penalty: 3591.750732
	Iteration 2Q: 3 clusters Score -5391068 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5392761.000000 Penalty: 3591.750732
	Iteration 3F: 3 clusters Score -5392761 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -5395455.500000 Penalty: 3591.750732
	Iteration 4F: 3 clusters Score -5395456 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5399366.500000 Penalty: 3591.750732
	Iteration 5F: 3 clusters Score -5399366 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -5404039.000000 Penalty: 3591.750732
	Iteration 6F: 3 clusters Score -5404039 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -5408279.500000 Penalty: 3591.750732
	Iteration 7F: 3 clusters Score -5408280 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -5410939.000000 Penalty: 3591.750732
	Iteration 8Q: 3 clusters Score -5410939 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -5412195.000000 Penalty: 3591.750732
	Iteration 9Q: 3 clusters Score -5412195 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -5412735.000000 Penalty: 3591.750732
	Iteration 10Q: 3 clusters Score -5412735 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -5413028.000000 Penalty: 3591.750732
	Iteration 11Q: 3 clusters Score -5413028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -5413175.500000 Penalty: 3591.750732
	Iteration 12Q: 3 clusters Score -5413176 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -5413284.000000 Penalty: 3591.750732
	Iteration 13Q: 3 clusters Score -5413284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -5413336.500000 Penalty: 3591.750732
	Iteration 14Q: 3 clusters Score -5413336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -5413385.500000 Penalty: 3591.750732
	Iteration 15Q: 3 clusters Score -5413386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -5413419.500000 Penalty: 3591.750732
	Iteration 16Q: 3 clusters Score -5413420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -5413445.000000 Penalty: 3591.750732
	Iteration 17Q: 3 clusters Score -5413445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -5413452.000000 Penalty: 3591.750732
	Iteration 18Q: 3 clusters Score -5413452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -5413468.000000 Penalty: 3591.750732
	Iteration 19Q: 3 clusters Score -5413468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -5413485.500000 Penalty: 3591.750732
	Iteration 20F: 3 clusters Score -5413486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -5413491.000000 Penalty: 3591.750732
	Iteration 21Q: 3 clusters Score -5413491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -5413500.500000 Penalty: 3591.750732
	Iteration 22Q: 3 clusters Score -5413500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -5413505.500000 Penalty: 3591.750732
	Iteration 23Q: 3 clusters Score -5413506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -5413521.000000 Penalty: 3591.750732
	Iteration 24Q: 3 clusters Score -5413521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -5413526.500000 Penalty: 3591.750732
	Iteration 25Q: 3 clusters Score -5413526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -5413526.000000 Penalty: 3591.750732
	Iteration 26Q: 3 clusters Score -5413526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -5413527.000000 Penalty: 3591.750732
	Iteration 27Q: 3 clusters Score -5413527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -5413534.500000 Penalty: 3591.750732
	Iteration 28Q: 3 clusters Score -5413534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -5413531.500000 Penalty: 3591.750732
	Iteration 29Q: 3 clusters Score -5413532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -5413532.000000 Penalty: 3591.750732
	Iteration 30Q: 3 clusters Score -5413532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -5413532.000000 Penalty: 3591.750732
	Iteration 31F: 3 clusters Score -5413532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -198437.562500 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -198437.6 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 1217 members 
Entering Unmasked Estep 
Score: -196093.968750 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -196094 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -196635.765625 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -196635.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196761.296875 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -196761.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -196839.218750 Penalty: 2530.629395
	Iteration 3F: 3 clusters Score -196839.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196884.281250 Penalty: 2530.629395
	Iteration 4Q: 3 clusters Score -196884.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196915.406250 Penalty: 2530.629395
	Iteration 5Q: 3 clusters Score -196915.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -196940.484375 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -196940.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -196959.281250 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -196959.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196978.203125 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -196978.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -196998.828125 Penalty: 2530.629395
	Iteration 9Q: 3 clusters Score -196998.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -197018.171875 Penalty: 2530.629395
	Iteration 10Q: 3 clusters Score -197018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -197036.625000 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -197036.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -197047.671875 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -197047.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -197055.062500 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -197055.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -197062.796875 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -197062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -197072.765625 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -197072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -197084.343750 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -197084.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -197100.359375 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -197100.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -197109.484375 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -197109.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -197117.359375 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -197117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -197120.484375 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -197120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -197124.625000 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -197124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -197128.718750 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -197128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -197134.359375 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -197134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -197142.625000 Penalty: 2530.629395
	Iteration 24Q: 3 clusters Score -197142.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -197150.828125 Penalty: 2530.629395
	Iteration 25Q: 3 clusters Score -197150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -197157.796875 Penalty: 2530.629395
	Iteration 26Q: 3 clusters Score -197157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -197165.531250 Penalty: 2530.629395
	Iteration 27Q: 3 clusters Score -197165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -197173.250000 Penalty: 2530.629395
	Iteration 28Q: 3 clusters Score -197173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197180.375000 Penalty: 2530.629395
	Iteration 29Q: 3 clusters Score -197180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -197186.421875 Penalty: 2530.629395
	Iteration 30Q: 3 clusters Score -197186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -197191.328125 Penalty: 2530.629395
	Iteration 31Q: 3 clusters Score -197191.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -197198.359375 Penalty: 2530.629395
	Iteration 32Q: 3 clusters Score -197198.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -197210.953125 Penalty: 2530.629395
	Iteration 33Q: 3 clusters Score -197211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -197219.062500 Penalty: 2530.629395
	Iteration 34Q: 3 clusters Score -197219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -197225.234375 Penalty: 2530.629395
	Iteration 35Q: 3 clusters Score -197225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -197232.515625 Penalty: 2530.629395
	Iteration 36Q: 3 clusters Score -197232.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -197240.312500 Penalty: 2530.629395
	Iteration 37Q: 3 clusters Score -197240.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -197248.171875 Penalty: 2530.629395
	Iteration 38Q: 3 clusters Score -197248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -197255.062500 Penalty: 2530.629395
	Iteration 39Q: 3 clusters Score -197255.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -197265.140625 Penalty: 2530.629395
	Iteration 40F: 3 clusters Score -197265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197272.343750 Penalty: 2530.629395
	Iteration 41Q: 3 clusters Score -197272.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -197278.875000 Penalty: 2530.629395
	Iteration 42Q: 3 clusters Score -197278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -197286.234375 Penalty: 2530.629395
	Iteration 43Q: 3 clusters Score -197286.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -197295.015625 Penalty: 2530.629395
	Iteration 44Q: 3 clusters Score -197295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -197305.593750 Penalty: 2530.629395
	Iteration 45Q: 3 clusters Score -197305.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -197314.593750 Penalty: 2530.629395
	Iteration 46Q: 3 clusters Score -197314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -197324.671875 Penalty: 2530.629395
	Iteration 47Q: 3 clusters Score -197324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -197331.343750 Penalty: 2530.629395
	Iteration 48Q: 3 clusters Score -197331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -197338.640625 Penalty: 2530.629395
	Iteration 49Q: 3 clusters Score -197338.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -197348.359375 Penalty: 2530.629395
	Iteration 50Q: 3 clusters Score -197348.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -197366.468750 Penalty: 2530.629395
	Iteration 51Q: 3 clusters Score -197366.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -197396.046875 Penalty: 2530.629395
	Iteration 52Q: 3 clusters Score -197396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -197429.484375 Penalty: 2530.629395
	Iteration 53Q: 3 clusters Score -197429.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197468.437500 Penalty: 2530.629395
	Iteration 54Q: 3 clusters Score -197468.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -197530.859375 Penalty: 2530.629395
	Iteration 55Q: 3 clusters Score -197530.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -197611.109375 Penalty: 2530.629395
	Iteration 56Q: 3 clusters Score -197611.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -197712.515625 Penalty: 2530.629395
	Iteration 57Q: 3 clusters Score -197712.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -197832.468750 Penalty: 2530.629395
	Iteration 58Q: 3 clusters Score -197832.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -197914.734375 Penalty: 2530.629395
	Iteration 59Q: 3 clusters Score -197914.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197978.234375 Penalty: 2530.629395
	Iteration 60F: 3 clusters Score -197978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -198029.953125 Penalty: 2530.629395
	Iteration 61Q: 3 clusters Score -198030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -198068.578125 Penalty: 2530.629395
	Iteration 62Q: 3 clusters Score -198068.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -198091.218750 Penalty: 2530.629395
	Iteration 63Q: 3 clusters Score -198091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -198100.609375 Penalty: 2530.629395
	Iteration 64Q: 3 clusters Score -198100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -198104.578125 Penalty: 2530.629395
	Iteration 65Q: 3 clusters Score -198104.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -198108.406250 Penalty: 2530.629395
	Iteration 66Q: 3 clusters Score -198108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -198110.859375 Penalty: 2530.629395
	Iteration 67Q: 3 clusters Score -198110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -198110.859375 Penalty: 2530.629395
	Iteration 68F: 3 clusters Score -198110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -583975.437500 Penalty: 1434.558838
	Iteration 0F: 2 clusters Score -583975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -578794.062500 Penalty: 2869.117676
	Iteration 0F: 3 clusters Score -578794.1 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -580496.437500 Penalty: 2869.117676
	Iteration 1F: 3 clusters Score -580496.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -580813.562500 Penalty: 2869.117676
	Iteration 2F: 3 clusters Score -580813.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -581051.312500 Penalty: 2869.117676
	Iteration 3F: 3 clusters Score -581051.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -581275.562500 Penalty: 2869.117676
	Iteration 4F: 3 clusters Score -581275.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -581566.875000 Penalty: 2869.117676
	Iteration 5F: 3 clusters Score -581566.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -581860.312500 Penalty: 2869.117676
	Iteration 6F: 3 clusters Score -581860.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -582149.562500 Penalty: 2869.117676
	Iteration 7F: 3 clusters Score -582149.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -582369.812500 Penalty: 2869.117676
	Iteration 8Q: 3 clusters Score -582369.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -582507.437500 Penalty: 2869.117676
	Iteration 9Q: 3 clusters Score -582507.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -582604.062500 Penalty: 2869.117676
	Iteration 10Q: 3 clusters Score -582604.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -582663.312500 Penalty: 2869.117676
	Iteration 11Q: 3 clusters Score -582663.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -582692.500000 Penalty: 2869.117676
	Iteration 12Q: 3 clusters Score -582692.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -582706.875000 Penalty: 2869.117676
	Iteration 13Q: 3 clusters Score -582706.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -582715.625000 Penalty: 2869.117676
	Iteration 14Q: 3 clusters Score -582715.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -582720.750000 Penalty: 2869.117676
	Iteration 15Q: 3 clusters Score -582720.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -582725.062500 Penalty: 2869.117676
	Iteration 16Q: 3 clusters Score -582725.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -582728.812500 Penalty: 2869.117676
	Iteration 17Q: 3 clusters Score -582728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -582729.062500 Penalty: 2869.117676
	Iteration 18Q: 3 clusters Score -582729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -582728.812500 Penalty: 2869.117676
	Iteration 19Q: 3 clusters Score -582728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -582731.562500 Penalty: 2869.117676
	Iteration 20F: 3 clusters Score -582731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -582731.875000 Penalty: 2869.117676
	Iteration 21Q: 3 clusters Score -582731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -582731.375000 Penalty: 2869.117676
	Iteration 22Q: 3 clusters Score -582731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -582733.000000 Penalty: 2869.117676
	Iteration 23Q: 3 clusters Score -582733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -582732.875000 Penalty: 2869.117676
	Iteration 24Q: 3 clusters Score -582732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -582732.875000 Penalty: 2869.117676
	Iteration 25F: 3 clusters Score -582732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Entering Unmasked Estep 
Score: -313649.468750 Penalty: 1350.162476
	Iteration 0F: 2 clusters Score -313649.5 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 1999 members 
Entering Unmasked Estep 
Score: -310307.125000 Penalty: 2700.324951
	Iteration 0F: 3 clusters Score -310307.1 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -311352.093750 Penalty: 2700.324951
	Iteration 1F: 3 clusters Score -311352.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -311704.968750 Penalty: 2700.324951
	Iteration 2F: 3 clusters Score -311705 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -312018.593750 Penalty: 2700.324951
	Iteration 3F: 3 clusters Score -312018.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -312211.250000 Penalty: 2700.324951
	Iteration 4F: 3 clusters Score -312211.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -312350.656250 Penalty: 2700.324951
	Iteration 5Q: 3 clusters Score -312350.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -312472.093750 Penalty: 2700.324951
	Iteration 6Q: 3 clusters Score -312472.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -312597.093750 Penalty: 2700.324951
	Iteration 7Q: 3 clusters Score -312597.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -312726.843750 Penalty: 2700.324951
	Iteration 8Q: 3 clusters Score -312726.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -312845.906250 Penalty: 2700.324951
	Iteration 9Q: 3 clusters Score -312845.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -312962.281250 Penalty: 2700.324951
	Iteration 10Q: 3 clusters Score -312962.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -313097.812500 Penalty: 2700.324951
	Iteration 11Q: 3 clusters Score -313097.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -313253.312500 Penalty: 2700.324951
	Iteration 12Q: 3 clusters Score -313253.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -313399.718750 Penalty: 2700.324951
	Iteration 13Q: 3 clusters Score -313399.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -313520.781250 Penalty: 2700.324951
	Iteration 14Q: 3 clusters Score -313520.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313585.781250 Penalty: 2700.324951
	Iteration 15Q: 3 clusters Score -313585.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -313615.000000 Penalty: 2700.324951
	Iteration 16Q: 3 clusters Score -313615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -313625.875000 Penalty: 2700.324951
	Iteration 17Q: 3 clusters Score -313625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -313636.218750 Penalty: 2700.324951
	Iteration 18Q: 3 clusters Score -313636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -313639.968750 Penalty: 2700.324951
	Iteration 19Q: 3 clusters Score -313640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -313643.375000 Penalty: 2700.324951
	Iteration 20F: 3 clusters Score -313643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313648.375000 Penalty: 2700.324951
	Iteration 21Q: 3 clusters Score -313648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313651.187500 Penalty: 2700.324951
	Iteration 22Q: 3 clusters Score -313651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -313652.656250 Penalty: 2700.324951
	Iteration 23Q: 3 clusters Score -313652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -313656.531250 Penalty: 2700.324951
	Iteration 24Q: 3 clusters Score -313656.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313659.750000 Penalty: 2700.324951
	Iteration 25Q: 3 clusters Score -313659.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -313661.875000 Penalty: 2700.324951
	Iteration 26Q: 3 clusters Score -313661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -313662.031250 Penalty: 2700.324951
	Iteration 27Q: 3 clusters Score -313662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -313662.531250 Penalty: 2700.324951
	Iteration 28Q: 3 clusters Score -313662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -313663.187500 Penalty: 2700.324951
	Iteration 29Q: 3 clusters Score -313663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313663.000000 Penalty: 2700.324951
	Iteration 30Q: 3 clusters Score -313663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313663.000000 Penalty: 2700.324951
	Iteration 31F: 3 clusters Score -313663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206750 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18072 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 63041 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16509 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 7812 members 
Mstep: Class 31 contains 1232 members 
Entering Unmasked Estep 
Score: -54419416.000000 Penalty: 67481.570312
Splitting cluster 26 changes total score from -54420140.000000 to -54419416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -333682.593750 Penalty: 1344.624390
	Iteration 0F: 2 clusters Score -333682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -330354.687500 Penalty: 2689.248779
	Iteration 0F: 3 clusters Score -330354.7 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -331194.406250 Penalty: 2689.248779
	Iteration 1F: 3 clusters Score -331194.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -331378.718750 Penalty: 2689.248779
	Iteration 2F: 3 clusters Score -331378.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -331514.625000 Penalty: 2689.248779
	Iteration 3F: 3 clusters Score -331514.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -331602.250000 Penalty: 2689.248779
	Iteration 4Q: 3 clusters Score -331602.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -331677.250000 Penalty: 2689.248779
	Iteration 5Q: 3 clusters Score -331677.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -331752.187500 Penalty: 2689.248779
	Iteration 6Q: 3 clusters Score -331752.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -331835.406250 Penalty: 2689.248779
	Iteration 7Q: 3 clusters Score -331835.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -331917.875000 Penalty: 2689.248779
	Iteration 8Q: 3 clusters Score -331917.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -331985.625000 Penalty: 2689.248779
	Iteration 9Q: 3 clusters Score -331985.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -332045.062500 Penalty: 2689.248779
	Iteration 10Q: 3 clusters Score -332045.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -332105.468750 Penalty: 2689.248779
	Iteration 11Q: 3 clusters Score -332105.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -332155.031250 Penalty: 2689.248779
	Iteration 12Q: 3 clusters Score -332155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -332210.437500 Penalty: 2689.248779
	Iteration 13Q: 3 clusters Score -332210.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -332269.031250 Penalty: 2689.248779
	Iteration 14Q: 3 clusters Score -332269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -332313.281250 Penalty: 2689.248779
	Iteration 15Q: 3 clusters Score -332313.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -332341.906250 Penalty: 2689.248779
	Iteration 16Q: 3 clusters Score -332341.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -332363.625000 Penalty: 2689.248779
	Iteration 17Q: 3 clusters Score -332363.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -332376.562500 Penalty: 2689.248779
	Iteration 18Q: 3 clusters Score -332376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -332392.656250 Penalty: 2689.248779
	Iteration 19Q: 3 clusters Score -332392.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -332403.906250 Penalty: 2689.248779
	Iteration 20F: 3 clusters Score -332403.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -332409.406250 Penalty: 2689.248779
	Iteration 21Q: 3 clusters Score -332409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -332414.875000 Penalty: 2689.248779
	Iteration 22Q: 3 clusters Score -332414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -332421.468750 Penalty: 2689.248779
	Iteration 23Q: 3 clusters Score -332421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -332425.875000 Penalty: 2689.248779
	Iteration 24Q: 3 clusters Score -332425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -332430.031250 Penalty: 2689.248779
	Iteration 25Q: 3 clusters Score -332430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -332437.062500 Penalty: 2689.248779
	Iteration 26Q: 3 clusters Score -332437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -332441.343750 Penalty: 2689.248779
	Iteration 27Q: 3 clusters Score -332441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -332446.062500 Penalty: 2689.248779
	Iteration 28Q: 3 clusters Score -332446.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -332450.375000 Penalty: 2689.248779
	Iteration 29Q: 3 clusters Score -332450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -332452.968750 Penalty: 2689.248779
	Iteration 30Q: 3 clusters Score -332453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -332457.343750 Penalty: 2689.248779
	Iteration 31Q: 3 clusters Score -332457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -332458.250000 Penalty: 2689.248779
	Iteration 32Q: 3 clusters Score -332458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -332459.906250 Penalty: 2689.248779
	Iteration 33Q: 3 clusters Score -332459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -332460.218750 Penalty: 2689.248779
	Iteration 34Q: 3 clusters Score -332460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -332460.562500 Penalty: 2689.248779
	Iteration 35Q: 3 clusters Score -332460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -332460.562500 Penalty: 2689.248779
	Iteration 36F: 3 clusters Score -332460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Entering Unmasked Estep 
Score: -1300009.375000 Penalty: 1578.145020
	Iteration 0F: 2 clusters Score -1300009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1288783.125000 Penalty: 3156.290039
	Iteration 0F: 3 clusters Score -1288783 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1293044.375000 Penalty: 3156.290039
	Iteration 1F: 3 clusters Score -1293044 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1293664.625000 Penalty: 3156.290039
	Iteration 2F: 3 clusters Score -1293665 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1294361.125000 Penalty: 3156.290039
	Iteration 3F: 3 clusters Score -1294361 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1295096.125000 Penalty: 3156.290039
	Iteration 4F: 3 clusters Score -1295096 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1295763.500000 Penalty: 3156.290039
	Iteration 5F: 3 clusters Score -1295764 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1296364.000000 Penalty: 3156.290039
	Iteration 6F: 3 clusters Score -1296364 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1296882.500000 Penalty: 3156.290039
	Iteration 7Q: 3 clusters Score -1296882 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1297380.500000 Penalty: 3156.290039
	Iteration 8Q: 3 clusters Score -1297380 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1297818.750000 Penalty: 3156.290039
	Iteration 9Q: 3 clusters Score -1297819 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1298219.000000 Penalty: 3156.290039
	Iteration 10Q: 3 clusters Score -1298219 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1298505.625000 Penalty: 3156.290039
	Iteration 11Q: 3 clusters Score -1298506 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1298669.625000 Penalty: 3156.290039
	Iteration 12Q: 3 clusters Score -1298670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1298770.375000 Penalty: 3156.290039
	Iteration 13Q: 3 clusters Score -1298770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1298856.625000 Penalty: 3156.290039
	Iteration 14Q: 3 clusters Score -1298857 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1298919.500000 Penalty: 3156.290039
	Iteration 15Q: 3 clusters Score -1298920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1298958.625000 Penalty: 3156.290039
	Iteration 16Q: 3 clusters Score -1298959 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1298988.875000 Penalty: 3156.290039
	Iteration 17Q: 3 clusters Score -1298989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1299016.750000 Penalty: 3156.290039
	Iteration 18Q: 3 clusters Score -1299017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1299034.625000 Penalty: 3156.290039
	Iteration 19Q: 3 clusters Score -1299035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1299054.875000 Penalty: 3156.290039
	Iteration 20F: 3 clusters Score -1299055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1299070.000000 Penalty: 3156.290039
	Iteration 21Q: 3 clusters Score -1299070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1299084.000000 Penalty: 3156.290039
	Iteration 22Q: 3 clusters Score -1299084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1299096.750000 Penalty: 3156.290039
	Iteration 23Q: 3 clusters Score -1299097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1299109.250000 Penalty: 3156.290039
	Iteration 24Q: 3 clusters Score -1299109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1299118.500000 Penalty: 3156.290039
	Iteration 25Q: 3 clusters Score -1299118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1299132.125000 Penalty: 3156.290039
	Iteration 26Q: 3 clusters Score -1299132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1299140.750000 Penalty: 3156.290039
	Iteration 27Q: 3 clusters Score -1299141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1299156.625000 Penalty: 3156.290039
	Iteration 28Q: 3 clusters Score -1299157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1299165.125000 Penalty: 3156.290039
	Iteration 29Q: 3 clusters Score -1299165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1299172.000000 Penalty: 3156.290039
	Iteration 30Q: 3 clusters Score -1299172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1299175.500000 Penalty: 3156.290039
	Iteration 31Q: 3 clusters Score -1299176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1299185.625000 Penalty: 3156.290039
	Iteration 32Q: 3 clusters Score -1299186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1299188.000000 Penalty: 3156.290039
	Iteration 33Q: 3 clusters Score -1299188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1299189.500000 Penalty: 3156.290039
	Iteration 34Q: 3 clusters Score -1299190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1299198.375000 Penalty: 3156.290039
	Iteration 35Q: 3 clusters Score -1299198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1299199.375000 Penalty: 3156.290039
	Iteration 36Q: 3 clusters Score -1299199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1299200.125000 Penalty: 3156.290039
	Iteration 37Q: 3 clusters Score -1299200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1299202.375000 Penalty: 3156.290039
	Iteration 38Q: 3 clusters Score -1299202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1299204.125000 Penalty: 3156.290039
	Iteration 39Q: 3 clusters Score -1299204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1299201.625000 Penalty: 3156.290039
	Iteration 40F: 3 clusters Score -1299202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1299202.250000 Penalty: 3156.290039
	Iteration 41Q: 3 clusters Score -1299202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1299204.750000 Penalty: 3156.290039
	Iteration 42Q: 3 clusters Score -1299205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1299201.500000 Penalty: 3156.290039
	Iteration 43Q: 3 clusters Score -1299202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1299205.750000 Penalty: 3156.290039
	Iteration 44Q: 3 clusters Score -1299206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1299208.750000 Penalty: 3156.290039
	Iteration 45Q: 3 clusters Score -1299209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1299212.000000 Penalty: 3156.290039
	Iteration 46Q: 3 clusters Score -1299212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1299215.125000 Penalty: 3156.290039
	Iteration 47Q: 3 clusters Score -1299215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1299217.375000 Penalty: 3156.290039
	Iteration 48Q: 3 clusters Score -1299217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1299216.250000 Penalty: 3156.290039
	Iteration 49Q: 3 clusters Score -1299216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1299215.750000 Penalty: 3156.290039
	Iteration 50Q: 3 clusters Score -1299216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1299214.875000 Penalty: 3156.290039
	Iteration 51Q: 3 clusters Score -1299215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1299216.000000 Penalty: 3156.290039
	Iteration 52Q: 3 clusters Score -1299216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1299217.875000 Penalty: 3156.290039
	Iteration 53Q: 3 clusters Score -1299218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1299220.375000 Penalty: 3156.290039
	Iteration 54Q: 3 clusters Score -1299220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1299222.125000 Penalty: 3156.290039
	Iteration 55Q: 3 clusters Score -1299222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1299221.250000 Penalty: 3156.290039
	Iteration 56Q: 3 clusters Score -1299221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1299223.875000 Penalty: 3156.290039
	Iteration 57Q: 3 clusters Score -1299224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1299224.125000 Penalty: 3156.290039
	Iteration 58Q: 3 clusters Score -1299224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1299226.875000 Penalty: 3156.290039
	Iteration 59Q: 3 clusters Score -1299227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1299228.000000 Penalty: 3156.290039
	Iteration 60F: 3 clusters Score -1299228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1299226.500000 Penalty: 3156.290039
	Iteration 61Q: 3 clusters Score -1299226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1299232.375000 Penalty: 3156.290039
	Iteration 62Q: 3 clusters Score -1299232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1299232.125000 Penalty: 3156.290039
	Iteration 63Q: 3 clusters Score -1299232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1299233.750000 Penalty: 3156.290039
	Iteration 64Q: 3 clusters Score -1299234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1299235.000000 Penalty: 3156.290039
	Iteration 65Q: 3 clusters Score -1299235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1299239.875000 Penalty: 3156.290039
	Iteration 66Q: 3 clusters Score -1299240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1299241.875000 Penalty: 3156.290039
	Iteration 67Q: 3 clusters Score -1299242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1299241.625000 Penalty: 3156.290039
	Iteration 68Q: 3 clusters Score -1299242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1299242.875000 Penalty: 3156.290039
	Iteration 69Q: 3 clusters Score -1299243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1299242.750000 Penalty: 3156.290039
	Iteration 70Q: 3 clusters Score -1299243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1299242.625000 Penalty: 3156.290039
	Iteration 71Q: 3 clusters Score -1299243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1299243.500000 Penalty: 3156.290039
	Iteration 72Q: 3 clusters Score -1299244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1299242.125000 Penalty: 3156.290039
	Iteration 73Q: 3 clusters Score -1299242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1299242.125000 Penalty: 3156.290039
	Iteration 74F: 3 clusters Score -1299242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -155184.171875 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -155184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153166.312500 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -153166.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -153654.875000 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -153654.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153771.437500 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -153771.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153848.218750 Penalty: 2460.394043
	Iteration 3F: 3 clusters Score -153848.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -153902.296875 Penalty: 2460.394043
	Iteration 4Q: 3 clusters Score -153902.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -153972.859375 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -153972.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154022.078125 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -154022.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -154057.593750 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -154057.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -154084.406250 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -154084.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154113.984375 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -154114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154135.781250 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -154135.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -154155.406250 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -154155.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154179.484375 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -154179.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154196.437500 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -154196.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -154213.843750 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -154213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154229.578125 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -154229.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154243.375000 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -154243.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154263.000000 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -154263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154275.062500 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -154275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -154284.109375 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -154284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -154291.984375 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -154292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -154303.593750 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -154303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -154312.390625 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -154312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -154321.906250 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -154321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154329.046875 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -154329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -154332.828125 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -154332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154334.953125 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -154335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154337.125000 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -154337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -154339.187500 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -154339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154340.421875 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -154340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -154342.546875 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -154342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -154343.203125 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -154343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -154343.531250 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -154343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -154343.531250 Penalty: 2460.394043
	Iteration 33F: 3 clusters Score -154343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Entering Unmasked Estep 
Score: -674281.125000 Penalty: 1456.555176
	Iteration 0F: 2 clusters Score -674281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -668555.375000 Penalty: 2913.110352
	Iteration 0F: 3 clusters Score -668555.4 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -670272.437500 Penalty: 2913.110352
	Iteration 1F: 3 clusters Score -670272.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -670456.375000 Penalty: 2913.110352
	Iteration 2F: 3 clusters Score -670456.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -670579.375000 Penalty: 2913.110352
	Iteration 3Q: 3 clusters Score -670579.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -670676.937500 Penalty: 2913.110352
	Iteration 4Q: 3 clusters Score -670676.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -670766.625000 Penalty: 2913.110352
	Iteration 5Q: 3 clusters Score -670766.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -670847.375000 Penalty: 2913.110352
	Iteration 6Q: 3 clusters Score -670847.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -670931.187500 Penalty: 2913.110352
	Iteration 7Q: 3 clusters Score -670931.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -671008.687500 Penalty: 2913.110352
	Iteration 8Q: 3 clusters Score -671008.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -671073.875000 Penalty: 2913.110352
	Iteration 9Q: 3 clusters Score -671073.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -671146.750000 Penalty: 2913.110352
	Iteration 10Q: 3 clusters Score -671146.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -671224.187500 Penalty: 2913.110352
	Iteration 11Q: 3 clusters Score -671224.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -671321.937500 Penalty: 2913.110352
	Iteration 12Q: 3 clusters Score -671321.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -671454.062500 Penalty: 2913.110352
	Iteration 13Q: 3 clusters Score -671454.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -671575.312500 Penalty: 2913.110352
	Iteration 14Q: 3 clusters Score -671575.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -671695.500000 Penalty: 2913.110352
	Iteration 15Q: 3 clusters Score -671695.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -671817.000000 Penalty: 2913.110352
	Iteration 16Q: 3 clusters Score -671817 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -671946.312500 Penalty: 2913.110352
	Iteration 17Q: 3 clusters Score -671946.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -672087.562500 Penalty: 2913.110352
	Iteration 18Q: 3 clusters Score -672087.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -672201.375000 Penalty: 2913.110352
	Iteration 19Q: 3 clusters Score -672201.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -672297.937500 Penalty: 2913.110352
	Iteration 20F: 3 clusters Score -672297.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -672386.562500 Penalty: 2913.110352
	Iteration 21Q: 3 clusters Score -672386.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -672477.562500 Penalty: 2913.110352
	Iteration 22Q: 3 clusters Score -672477.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -672553.375000 Penalty: 2913.110352
	Iteration 23Q: 3 clusters Score -672553.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -672621.187500 Penalty: 2913.110352
	Iteration 24Q: 3 clusters Score -672621.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -672676.812500 Penalty: 2913.110352
	Iteration 25Q: 3 clusters Score -672676.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -672727.750000 Penalty: 2913.110352
	Iteration 26Q: 3 clusters Score -672727.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -672769.000000 Penalty: 2913.110352
	Iteration 27Q: 3 clusters Score -672769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -672813.437500 Penalty: 2913.110352
	Iteration 28Q: 3 clusters Score -672813.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -672847.125000 Penalty: 2913.110352
	Iteration 29Q: 3 clusters Score -672847.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -672866.062500 Penalty: 2913.110352
	Iteration 30Q: 3 clusters Score -672866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -672886.000000 Penalty: 2913.110352
	Iteration 31Q: 3 clusters Score -672886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -672902.875000 Penalty: 2913.110352
	Iteration 32Q: 3 clusters Score -672902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -672918.125000 Penalty: 2913.110352
	Iteration 33Q: 3 clusters Score -672918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -672931.812500 Penalty: 2913.110352
	Iteration 34Q: 3 clusters Score -672931.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -672939.937500 Penalty: 2913.110352
	Iteration 35Q: 3 clusters Score -672939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -672949.625000 Penalty: 2913.110352
	Iteration 36Q: 3 clusters Score -672949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -672961.250000 Penalty: 2913.110352
	Iteration 37Q: 3 clusters Score -672961.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -672966.375000 Penalty: 2913.110352
	Iteration 38Q: 3 clusters Score -672966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -672970.562500 Penalty: 2913.110352
	Iteration 39Q: 3 clusters Score -672970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -672972.125000 Penalty: 2913.110352
	Iteration 40F: 3 clusters Score -672972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -672972.562500 Penalty: 2913.110352
	Iteration 41Q: 3 clusters Score -672972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -672973.812500 Penalty: 2913.110352
	Iteration 42Q: 3 clusters Score -672973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -672974.437500 Penalty: 2913.110352
	Iteration 43Q: 3 clusters Score -672974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -672975.500000 Penalty: 2913.110352
	Iteration 44Q: 3 clusters Score -672975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -672977.437500 Penalty: 2913.110352
	Iteration 45Q: 3 clusters Score -672977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -672980.312500 Penalty: 2913.110352
	Iteration 46Q: 3 clusters Score -672980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -672985.375000 Penalty: 2913.110352
	Iteration 47Q: 3 clusters Score -672985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -672987.562500 Penalty: 2913.110352
	Iteration 48Q: 3 clusters Score -672987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -672987.562500 Penalty: 2913.110352
	Iteration 49F: 3 clusters Score -672987.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 158234 members 
Mstep: Class 7 contains 5607 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206750 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18072 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 63041 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16509 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 7812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420176.000000 Penalty: 65304.742188
Iteration 119Q: 31 clusters Score -5.442018e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 13391 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 158238 members 
Mstep: Class 7 contains 5605 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206744 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 27344 members 
Mstep: Class 15 contains 7432 members 
Mstep: Class 16 contains 18057 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13772 members 
Mstep: Class 23 contains 63043 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 3923 members 
Mstep: Class 28 contains 16511 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 7844 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 31 clusters Score -5.442004e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 158241 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 8 contains 19640 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 206745 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27356 members 
Mstep: Class 15 contains 7435 members 
Mstep: Class 16 contains 18038 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13762 members 
Mstep: Class 23 contains 63038 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 3924 members 
Mstep: Class 28 contains 16505 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 31 clusters Score -5.442013e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 13382 members 
Mstep: Class 4 contains 6827 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 158244 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 19638 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 206741 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 27362 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 18008 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 12021 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13757 members 
Mstep: Class 23 contains 63032 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6829 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 16501 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 31 clusters Score -5.442012e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 158246 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 19638 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 206743 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 27372 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 17987 members 
Mstep: Class 17 contains 9209 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13755 members 
Mstep: Class 23 contains 63018 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6831 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 3925 members 
Mstep: Class 28 contains 16500 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 7943 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 31 clusters Score -5.44203e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13367 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 158244 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19637 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206746 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 27387 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 9294 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 12019 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 13755 members 
Mstep: Class 23 contains 63020 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6831 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 3926 members 
Mstep: Class 28 contains 16496 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 7968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 31 clusters Score -5.442024e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 158243 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19635 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206752 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 9376 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 13767 members 
Mstep: Class 23 contains 63014 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6832 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 3928 members 
Mstep: Class 28 contains 16497 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 7986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420288.000000 Penalty: 65304.742188
Iteration 125Q: 31 clusters Score -5.442029e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13363 members 
Mstep: Class 4 contains 6817 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 158243 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 206751 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 27430 members 
Mstep: Class 15 contains 7445 members 
Mstep: Class 16 contains 17928 members 
Mstep: Class 17 contains 9460 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 13770 members 
Mstep: Class 23 contains 63006 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 3930 members 
Mstep: Class 28 contains 16496 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420296.000000 Penalty: 65304.742188
Iteration 126Q: 31 clusters Score -5.44203e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13360 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 158250 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 206745 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27448 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 17910 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 13772 members 
Mstep: Class 23 contains 62998 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6846 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 3930 members 
Mstep: Class 28 contains 16488 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420208.000000 Penalty: 65304.742188
Iteration 127Q: 31 clusters Score -5.442021e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13354 members 
Mstep: Class 4 contains 6818 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 158258 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19629 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 206742 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 7446 members 
Mstep: Class 16 contains 17891 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 13780 members 
Mstep: Class 23 contains 62985 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 3930 members 
Mstep: Class 28 contains 16481 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420272.000000 Penalty: 65304.742188
Iteration 128Q: 31 clusters Score -5.442027e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13353 members 
Mstep: Class 4 contains 6816 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 158255 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 19631 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 206734 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27471 members 
Mstep: Class 15 contains 7444 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 17 contains 9764 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 13792 members 
Mstep: Class 23 contains 62981 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 3931 members 
Mstep: Class 28 contains 16472 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420328.000000 Penalty: 65304.742188
Iteration 129Q: 31 clusters Score -5.442033e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13359 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 158262 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 8 contains 19630 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 206727 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27478 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 17861 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 13805 members 
Mstep: Class 23 contains 62970 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 4037 members 
Mstep: Class 27 contains 3932 members 
Mstep: Class 28 contains 16457 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420392.000000 Penalty: 65304.742188
Iteration 130Q: 31 clusters Score -5.442039e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13349 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 158286 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 206721 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 27489 members 
Mstep: Class 15 contains 7446 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 13812 members 
Mstep: Class 23 contains 62967 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 16443 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420484.000000 Penalty: 65304.742188
Iteration 131Q: 31 clusters Score -5.442048e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 6816 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 158301 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 19630 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 206733 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 27517 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 17826 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 2116 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 12014 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 13815 members 
Mstep: Class 23 contains 62960 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 4032 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 16418 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420556.000000 Penalty: 65304.742188
Iteration 132Q: 31 clusters Score -5.442056e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 158313 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19629 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 206730 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 27549 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 17811 members 
Mstep: Class 17 contains 10261 members 
Mstep: Class 18 contains 2116 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 13820 members 
Mstep: Class 23 contains 62954 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6888 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 16395 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420668.000000 Penalty: 65304.742188
Iteration 133Q: 31 clusters Score -5.442067e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 158311 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19628 members 
Mstep: Class 9 contains 6314 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 206726 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 27575 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 12016 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 13826 members 
Mstep: Class 23 contains 62949 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 16362 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 8123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420760.000000 Penalty: 65304.742188
Iteration 134Q: 31 clusters Score -5.442076e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 158312 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19625 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 206714 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 4326 members 
Mstep: Class 14 contains 27620 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 10622 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 12013 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 13826 members 
Mstep: Class 23 contains 62939 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 6904 members 
Mstep: Class 26 contains 4014 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 16336 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 8128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420860.000000 Penalty: 65304.742188
Iteration 135Q: 31 clusters Score -5.442086e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13287 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 158311 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 19624 members 
Mstep: Class 9 contains 6002 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206707 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 27634 members 
Mstep: Class 15 contains 7458 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 10816 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 12012 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 13828 members 
Mstep: Class 23 contains 62932 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 6923 members 
Mstep: Class 26 contains 4010 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 16307 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421084.000000 Penalty: 65304.742188
Iteration 136Q: 31 clusters Score -5.442108e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13277 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 158312 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 19621 members 
Mstep: Class 9 contains 5879 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 206699 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 17781 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 62917 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 6934 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 16265 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421148.000000 Penalty: 65304.742188
Iteration 137Q: 31 clusters Score -5.442115e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 13263 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 158334 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19615 members 
Mstep: Class 9 contains 5763 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206693 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 27639 members 
Mstep: Class 15 contains 7462 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 13829 members 
Mstep: Class 23 contains 62911 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 6950 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 16225 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421360.000000 Penalty: 65304.742188
Iteration 138Q: 31 clusters Score -5.442136e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 13254 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 158346 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19612 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206703 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 27614 members 
Mstep: Class 15 contains 7463 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 13827 members 
Mstep: Class 23 contains 62913 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 6974 members 
Mstep: Class 26 contains 4003 members 
Mstep: Class 27 contains 3945 members 
Mstep: Class 28 contains 16181 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421452.000000 Penalty: 65304.742188
Iteration 139Q: 31 clusters Score -5.442145e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 13245 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 158353 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19605 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206692 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 4304 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 7464 members 
Mstep: Class 16 contains 17777 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 13829 members 
Mstep: Class 23 contains 62902 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 6994 members 
Mstep: Class 26 contains 4001 members 
Mstep: Class 27 contains 3949 members 
Mstep: Class 28 contains 16138 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421432.000000 Penalty: 65304.742188
Iteration 140F: 31 clusters Score -5.442143e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 13236 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 158349 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19603 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206670 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 27574 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 11619 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 62900 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 3950 members 
Mstep: Class 28 contains 16099 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421600.000000 Penalty: 65304.742188
Iteration 141Q: 31 clusters Score -5.44216e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 13223 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 158357 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 5466 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206654 members 
Mstep: Class 12 contains 3191 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 27555 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 17784 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13831 members 
Mstep: Class 23 contains 62888 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 7018 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 3946 members 
Mstep: Class 28 contains 16055 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421684.000000 Penalty: 65304.742188
Iteration 142Q: 31 clusters Score -5.442168e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 158350 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 206650 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 27534 members 
Mstep: Class 15 contains 7469 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 11883 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13837 members 
Mstep: Class 23 contains 62879 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 7027 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 3943 members 
Mstep: Class 28 contains 16002 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421692.000000 Penalty: 65304.742188
Iteration 143Q: 31 clusters Score -5.442169e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13217 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 158336 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19590 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 206654 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 27516 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 11988 members 
Mstep: Class 18 contains 2090 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13845 members 
Mstep: Class 23 contains 62866 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 7039 members 
Mstep: Class 26 contains 3994 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 15962 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421756.000000 Penalty: 65304.742188
Iteration 144Q: 31 clusters Score -5.442176e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13202 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 158325 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 206658 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 27490 members 
Mstep: Class 15 contains 7470 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 12079 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13848 members 
Mstep: Class 23 contains 62858 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 7045 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 15935 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421776.000000 Penalty: 65304.742188
Iteration 145Q: 31 clusters Score -5.442178e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13188 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 158323 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 206659 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 27463 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 12144 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13855 members 
Mstep: Class 23 contains 62847 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 7055 members 
Mstep: Class 26 contains 3993 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 15913 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421792.000000 Penalty: 65304.742188
Iteration 146Q: 31 clusters Score -5.442179e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13177 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 158323 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 206663 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 27439 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 12213 members 
Mstep: Class 18 contains 2095 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 13857 members 
Mstep: Class 23 contains 62828 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 3992 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 15885 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421940.000000 Penalty: 65304.742188
Iteration 147Q: 31 clusters Score -5.442194e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13157 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 158331 members 
Mstep: Class 7 contains 5591 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 206680 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 27415 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 12277 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 12003 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13866 members 
Mstep: Class 23 contains 62817 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 7084 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 15850 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421924.000000 Penalty: 65304.742188
Iteration 148Q: 31 clusters Score -5.442192e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 158331 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 206671 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 27389 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 17780 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 2098 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 13873 members 
Mstep: Class 23 contains 62805 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 7093 members 
Mstep: Class 26 contains 3985 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 15818 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422000.000000 Penalty: 65304.742188
Iteration 149Q: 31 clusters Score -5.4422e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 158330 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 206667 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 27369 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 12403 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 4067 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 13881 members 
Mstep: Class 23 contains 62790 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 7100 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 3941 members 
Mstep: Class 28 contains 15784 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421880.000000 Penalty: 65304.742188
Iteration 150Q: 31 clusters Score -5.442188e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 158328 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19590 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 206660 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 27353 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17786 members 
Mstep: Class 17 contains 12456 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13886 members 
Mstep: Class 23 contains 62775 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 7103 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 15755 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421896.000000 Penalty: 65304.742188
Iteration 151Q: 31 clusters Score -5.44219e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13122 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3521 members 
Mstep: Class 6 contains 158329 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 19587 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 206633 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 27339 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 12500 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 13892 members 
Mstep: Class 23 contains 62765 members 
Mstep: Class 24 contains 2402 members 
Mstep: Class 25 contains 7114 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 3939 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421844.000000 Penalty: 65304.742188
Iteration 152Q: 31 clusters Score -5.442184e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 158339 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19588 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 206597 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 27319 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 12544 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 13898 members 
Mstep: Class 23 contains 62750 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 15719 members 
Mstep: Class 29 contains 1933 members 
Mstep: Class 30 contains 8205 members 
Entering Unmasked Estep 
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Iteration 153Q: 31 clusters Score -5.442196e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13113 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 158349 members 
Mstep: Class 7 contains 5588 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 206575 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4320 members 
Mstep: Class 14 contains 27297 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 12601 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13907 members 
Mstep: Class 23 contains 62742 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 7134 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 15691 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8208 members 
Entering Unmasked Estep 
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Iteration 154Q: 31 clusters Score -5.442208e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13102 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3459 members 
Mstep: Class 6 contains 158365 members 
Mstep: Class 7 contains 5587 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 206533 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 27268 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17783 members 
Mstep: Class 17 contains 12642 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 13915 members 
Mstep: Class 23 contains 62738 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 7155 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 3937 members 
Mstep: Class 28 contains 15660 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422092.000000 Penalty: 65304.742188
Iteration 155Q: 31 clusters Score -5.442209e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13091 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 158362 members 
Mstep: Class 7 contains 5586 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 206504 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27253 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 12682 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 13924 members 
Mstep: Class 23 contains 62716 members 
Mstep: Class 24 contains 2397 members 
Mstep: Class 25 contains 7169 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 3938 members 
Mstep: Class 28 contains 15625 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422180.000000 Penalty: 65304.742188
Iteration 156Q: 31 clusters Score -5.442218e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3440 members 
Mstep: Class 6 contains 158377 members 
Mstep: Class 7 contains 5589 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 5593 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 206453 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 27247 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 13936 members 
Mstep: Class 23 contains 62696 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 7183 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 15595 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422436.000000 Penalty: 65304.742188
Iteration 157Q: 31 clusters Score -5.442244e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13079 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3429 members 
Mstep: Class 6 contains 158377 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 8 contains 19582 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 206403 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 27240 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17784 members 
Mstep: Class 17 contains 12778 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 13949 members 
Mstep: Class 23 contains 62690 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 7194 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 15560 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422388.000000 Penalty: 65304.742188
Iteration 158Q: 31 clusters Score -5.442239e+07 nChanged 390
Entering ConstructFrom: 
Score: -54422388.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -254233.796875 Penalty: 1309.837769
	Iteration 0F: 2 clusters Score -254233.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -251363.171875 Penalty: 2619.675537
	Iteration 0F: 3 clusters Score -251363.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -252175.625000 Penalty: 2619.675537
	Iteration 1F: 3 clusters Score -252175.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -252459.265625 Penalty: 2619.675537
	Iteration 2F: 3 clusters Score -252459.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -252783.515625 Penalty: 2619.675537
	Iteration 3F: 3 clusters Score -252783.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -253070.906250 Penalty: 2619.675537
	Iteration 4F: 3 clusters Score -253070.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -253317.359375 Penalty: 2619.675537
	Iteration 5F: 3 clusters Score -253317.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -253494.484375 Penalty: 2619.675537
	Iteration 6Q: 3 clusters Score -253494.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -253587.265625 Penalty: 2619.675537
	Iteration 7Q: 3 clusters Score -253587.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253654.984375 Penalty: 2619.675537
	Iteration 8Q: 3 clusters Score -253655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -253698.609375 Penalty: 2619.675537
	Iteration 9Q: 3 clusters Score -253698.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -253731.906250 Penalty: 2619.675537
	Iteration 10Q: 3 clusters Score -253731.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -253772.968750 Penalty: 2619.675537
	Iteration 11Q: 3 clusters Score -253773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -253812.968750 Penalty: 2619.675537
	Iteration 12Q: 3 clusters Score -253813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -253851.390625 Penalty: 2619.675537
	Iteration 13Q: 3 clusters Score -253851.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -253885.203125 Penalty: 2619.675537
	Iteration 14Q: 3 clusters Score -253885.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -253931.828125 Penalty: 2619.675537
	Iteration 15Q: 3 clusters Score -253931.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -253970.593750 Penalty: 2619.675537
	Iteration 16Q: 3 clusters Score -253970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -253986.765625 Penalty: 2619.675537
	Iteration 17Q: 3 clusters Score -253986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -253995.890625 Penalty: 2619.675537
	Iteration 18Q: 3 clusters Score -253995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -253997.984375 Penalty: 2619.675537
	Iteration 19Q: 3 clusters Score -253998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -254000.484375 Penalty: 2619.675537
	Iteration 20F: 3 clusters Score -254000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -254003.593750 Penalty: 2619.675537
	Iteration 21Q: 3 clusters Score -254003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -254005.750000 Penalty: 2619.675537
	Iteration 22Q: 3 clusters Score -254005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -254005.750000 Penalty: 2619.675537
	Iteration 23F: 3 clusters Score -254005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -1037818.187500 Penalty: 1531.583496
	Iteration 0F: 2 clusters Score -1037818 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 6195 members 
Entering Unmasked Estep 
Score: -1029125.375000 Penalty: 3063.166992
	Iteration 0F: 3 clusters Score -1029125 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1032143.312500 Penalty: 3063.166992
	Iteration 1F: 3 clusters Score -1032143 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1032420.750000 Penalty: 3063.166992
	Iteration 2F: 3 clusters Score -1032421 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1032678.687500 Penalty: 3063.166992
	Iteration 3Q: 3 clusters Score -1032679 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1032917.937500 Penalty: 3063.166992
	Iteration 4Q: 3 clusters Score -1032918 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1033166.562500 Penalty: 3063.166992
	Iteration 5Q: 3 clusters Score -1033167 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1033422.500000 Penalty: 3063.166992
	Iteration 6Q: 3 clusters Score -1033422 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1033699.312500 Penalty: 3063.166992
	Iteration 7Q: 3 clusters Score -1033699 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1034060.000000 Penalty: 3063.166992
	Iteration 8Q: 3 clusters Score -1034060 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1034546.625000 Penalty: 3063.166992
	Iteration 9Q: 3 clusters Score -1034547 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1035103.250000 Penalty: 3063.166992
	Iteration 10F: 3 clusters Score -1035103 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1035632.000000 Penalty: 3063.166992
	Iteration 11F: 3 clusters Score -1035632 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1035990.250000 Penalty: 3063.166992
	Iteration 12Q: 3 clusters Score -1035990 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1036205.250000 Penalty: 3063.166992
	Iteration 13Q: 3 clusters Score -1036205 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1036320.000000 Penalty: 3063.166992
	Iteration 14Q: 3 clusters Score -1036320 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1036403.500000 Penalty: 3063.166992
	Iteration 15Q: 3 clusters Score -1036404 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1036468.875000 Penalty: 3063.166992
	Iteration 16Q: 3 clusters Score -1036469 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1036506.312500 Penalty: 3063.166992
	Iteration 17Q: 3 clusters Score -1036506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1036550.250000 Penalty: 3063.166992
	Iteration 18Q: 3 clusters Score -1036550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1036611.000000 Penalty: 3063.166992
	Iteration 19Q: 3 clusters Score -1036611 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1036663.062500 Penalty: 3063.166992
	Iteration 20F: 3 clusters Score -1036663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1036715.250000 Penalty: 3063.166992
	Iteration 21Q: 3 clusters Score -1036715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1036752.250000 Penalty: 3063.166992
	Iteration 22Q: 3 clusters Score -1036752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1036793.250000 Penalty: 3063.166992
	Iteration 23Q: 3 clusters Score -1036793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1036837.625000 Penalty: 3063.166992
	Iteration 24Q: 3 clusters Score -1036838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1036873.812500 Penalty: 3063.166992
	Iteration 25Q: 3 clusters Score -1036874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1036907.250000 Penalty: 3063.166992
	Iteration 26Q: 3 clusters Score -1036907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1036932.437500 Penalty: 3063.166992
	Iteration 27Q: 3 clusters Score -1036932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1036947.812500 Penalty: 3063.166992
	Iteration 28Q: 3 clusters Score -1036948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1036962.187500 Penalty: 3063.166992
	Iteration 29Q: 3 clusters Score -1036962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1036982.125000 Penalty: 3063.166992
	Iteration 30Q: 3 clusters Score -1036982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1036992.875000 Penalty: 3063.166992
	Iteration 31Q: 3 clusters Score -1036993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1037000.750000 Penalty: 3063.166992
	Iteration 32Q: 3 clusters Score -1037001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1037002.437500 Penalty: 3063.166992
	Iteration 33Q: 3 clusters Score -1037002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1037008.000000 Penalty: 3063.166992
	Iteration 34Q: 3 clusters Score -1037008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1037007.687500 Penalty: 3063.166992
	Iteration 35Q: 3 clusters Score -1037008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1037006.812500 Penalty: 3063.166992
	Iteration 36Q: 3 clusters Score -1037007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1037008.750000 Penalty: 3063.166992
	Iteration 37Q: 3 clusters Score -1037009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1037010.187500 Penalty: 3063.166992
	Iteration 38Q: 3 clusters Score -1037010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1037012.187500 Penalty: 3063.166992
	Iteration 39Q: 3 clusters Score -1037012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1037011.437500 Penalty: 3063.166992
	Iteration 40F: 3 clusters Score -1037011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1037015.187500 Penalty: 3063.166992
	Iteration 41Q: 3 clusters Score -1037015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1037016.875000 Penalty: 3063.166992
	Iteration 42Q: 3 clusters Score -1037017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1037018.125000 Penalty: 3063.166992
	Iteration 43Q: 3 clusters Score -1037018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1037018.375000 Penalty: 3063.166992
	Iteration 44Q: 3 clusters Score -1037018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1037026.312500 Penalty: 3063.166992
	Iteration 45Q: 3 clusters Score -1037026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1037027.562500 Penalty: 3063.166992
	Iteration 46Q: 3 clusters Score -1037028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1037032.187500 Penalty: 3063.166992
	Iteration 47Q: 3 clusters Score -1037032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1037035.062500 Penalty: 3063.166992
	Iteration 48Q: 3 clusters Score -1037035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1037036.062500 Penalty: 3063.166992
	Iteration 49Q: 3 clusters Score -1037036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1037040.875000 Penalty: 3063.166992
	Iteration 50Q: 3 clusters Score -1037041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1037040.687500 Penalty: 3063.166992
	Iteration 51Q: 3 clusters Score -1037041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1037043.062500 Penalty: 3063.166992
	Iteration 52Q: 3 clusters Score -1037043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1037043.875000 Penalty: 3063.166992
	Iteration 53Q: 3 clusters Score -1037044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1037044.812500 Penalty: 3063.166992
	Iteration 54Q: 3 clusters Score -1037045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1037043.625000 Penalty: 3063.166992
	Iteration 55Q: 3 clusters Score -1037044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1037042.812500 Penalty: 3063.166992
	Iteration 56Q: 3 clusters Score -1037043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1037042.812500 Penalty: 3063.166992
	Iteration 57F: 3 clusters Score -1037043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Entering Unmasked Estep 
Score: -1029451.062500 Penalty: 1540.323853
	Iteration 0F: 2 clusters Score -1029451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1020331.375000 Penalty: 3080.647705
	Iteration 0F: 3 clusters Score -1020331 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1023479.812500 Penalty: 3080.647705
	Iteration 1F: 3 clusters Score -1023480 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1023874.437500 Penalty: 3080.647705
	Iteration 2F: 3 clusters Score -1023874 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1024290.375000 Penalty: 3080.647705
	Iteration 3F: 3 clusters Score -1024290 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1024732.937500 Penalty: 3080.647705
	Iteration 4F: 3 clusters Score -1024733 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1025135.750000 Penalty: 3080.647705
	Iteration 5F: 3 clusters Score -1025136 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1025547.687500 Penalty: 3080.647705
	Iteration 6F: 3 clusters Score -1025548 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1025902.750000 Penalty: 3080.647705
	Iteration 7Q: 3 clusters Score -1025903 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1026184.687500 Penalty: 3080.647705
	Iteration 8Q: 3 clusters Score -1026185 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1026395.812500 Penalty: 3080.647705
	Iteration 9Q: 3 clusters Score -1026396 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1026545.250000 Penalty: 3080.647705
	Iteration 10Q: 3 clusters Score -1026545 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1026671.562500 Penalty: 3080.647705
	Iteration 11Q: 3 clusters Score -1026672 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1026779.625000 Penalty: 3080.647705
	Iteration 12Q: 3 clusters Score -1026780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1026860.437500 Penalty: 3080.647705
	Iteration 13Q: 3 clusters Score -1026860 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1026908.562500 Penalty: 3080.647705
	Iteration 14Q: 3 clusters Score -1026909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1026947.687500 Penalty: 3080.647705
	Iteration 15Q: 3 clusters Score -1026948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1026972.625000 Penalty: 3080.647705
	Iteration 16Q: 3 clusters Score -1026973 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1027003.312500 Penalty: 3080.647705
	Iteration 17Q: 3 clusters Score -1027003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1027021.875000 Penalty: 3080.647705
	Iteration 18Q: 3 clusters Score -1027022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1027035.000000 Penalty: 3080.647705
	Iteration 19Q: 3 clusters Score -1027035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1027044.750000 Penalty: 3080.647705
	Iteration 20F: 3 clusters Score -1027045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1027055.125000 Penalty: 3080.647705
	Iteration 21Q: 3 clusters Score -1027055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1027058.625000 Penalty: 3080.647705
	Iteration 22Q: 3 clusters Score -1027059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1027064.437500 Penalty: 3080.647705
	Iteration 23Q: 3 clusters Score -1027064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1027070.187500 Penalty: 3080.647705
	Iteration 24Q: 3 clusters Score -1027070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1027074.125000 Penalty: 3080.647705
	Iteration 25Q: 3 clusters Score -1027074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1027075.312500 Penalty: 3080.647705
	Iteration 26Q: 3 clusters Score -1027075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1027083.187500 Penalty: 3080.647705
	Iteration 27Q: 3 clusters Score -1027083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1027085.687500 Penalty: 3080.647705
	Iteration 28Q: 3 clusters Score -1027086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1027089.062500 Penalty: 3080.647705
	Iteration 29Q: 3 clusters Score -1027089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1027093.812500 Penalty: 3080.647705
	Iteration 30Q: 3 clusters Score -1027094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1027095.437500 Penalty: 3080.647705
	Iteration 31Q: 3 clusters Score -1027095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1027099.062500 Penalty: 3080.647705
	Iteration 32Q: 3 clusters Score -1027099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1027101.312500 Penalty: 3080.647705
	Iteration 33Q: 3 clusters Score -1027101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1027100.750000 Penalty: 3080.647705
	Iteration 34Q: 3 clusters Score -1027101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1027104.250000 Penalty: 3080.647705
	Iteration 35Q: 3 clusters Score -1027104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1027108.312500 Penalty: 3080.647705
	Iteration 36Q: 3 clusters Score -1027108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1027107.625000 Penalty: 3080.647705
	Iteration 37Q: 3 clusters Score -1027108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1027110.062500 Penalty: 3080.647705
	Iteration 38Q: 3 clusters Score -1027110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1027112.500000 Penalty: 3080.647705
	Iteration 39Q: 3 clusters Score -1027112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1027115.562500 Penalty: 3080.647705
	Iteration 40F: 3 clusters Score -1027116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1027113.687500 Penalty: 3080.647705
	Iteration 41Q: 3 clusters Score -1027114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1027116.125000 Penalty: 3080.647705
	Iteration 42Q: 3 clusters Score -1027116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1027118.875000 Penalty: 3080.647705
	Iteration 43Q: 3 clusters Score -1027119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1027122.000000 Penalty: 3080.647705
	Iteration 44Q: 3 clusters Score -1027122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1027122.687500 Penalty: 3080.647705
	Iteration 45Q: 3 clusters Score -1027123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1027121.500000 Penalty: 3080.647705
	Iteration 46Q: 3 clusters Score -1027122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1027125.125000 Penalty: 3080.647705
	Iteration 47Q: 3 clusters Score -1027125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1027127.187500 Penalty: 3080.647705
	Iteration 48Q: 3 clusters Score -1027127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1027127.437500 Penalty: 3080.647705
	Iteration 49Q: 3 clusters Score -1027127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1027129.750000 Penalty: 3080.647705
	Iteration 50Q: 3 clusters Score -1027130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1027133.437500 Penalty: 3080.647705
	Iteration 51Q: 3 clusters Score -1027133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1027135.937500 Penalty: 3080.647705
	Iteration 52Q: 3 clusters Score -1027136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1027137.687500 Penalty: 3080.647705
	Iteration 53Q: 3 clusters Score -1027138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1027137.937500 Penalty: 3080.647705
	Iteration 54Q: 3 clusters Score -1027138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1027133.937500 Penalty: 3080.647705
	Iteration 55Q: 3 clusters Score -1027134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1027136.312500 Penalty: 3080.647705
	Iteration 56Q: 3 clusters Score -1027136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1027137.687500 Penalty: 3080.647705
	Iteration 57Q: 3 clusters Score -1027138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1027140.562500 Penalty: 3080.647705
	Iteration 58Q: 3 clusters Score -1027141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1027142.000000 Penalty: 3080.647705
	Iteration 59Q: 3 clusters Score -1027142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1027141.750000 Penalty: 3080.647705
	Iteration 60F: 3 clusters Score -1027142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1027141.375000 Penalty: 3080.647705
	Iteration 61Q: 3 clusters Score -1027141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1027144.062500 Penalty: 3080.647705
	Iteration 62Q: 3 clusters Score -1027144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1027144.125000 Penalty: 3080.647705
	Iteration 63Q: 3 clusters Score -1027144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1027143.500000 Penalty: 3080.647705
	Iteration 64Q: 3 clusters Score -1027144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1027145.500000 Penalty: 3080.647705
	Iteration 65Q: 3 clusters Score -1027146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1027144.125000 Penalty: 3080.647705
	Iteration 66Q: 3 clusters Score -1027144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1027144.750000 Penalty: 3080.647705
	Iteration 67Q: 3 clusters Score -1027145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1027147.062500 Penalty: 3080.647705
	Iteration 68Q: 3 clusters Score -1027147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1027147.437500 Penalty: 3080.647705
	Iteration 69Q: 3 clusters Score -1027147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1027148.812500 Penalty: 3080.647705
	Iteration 70Q: 3 clusters Score -1027149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1027148.812500 Penalty: 3080.647705
	Iteration 71Q: 3 clusters Score -1027149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1027153.625000 Penalty: 3080.647705
	Iteration 72Q: 3 clusters Score -1027154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1027153.250000 Penalty: 3080.647705
	Iteration 73Q: 3 clusters Score -1027153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1027155.625000 Penalty: 3080.647705
	Iteration 74Q: 3 clusters Score -1027156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1027155.687500 Penalty: 3080.647705
	Iteration 75Q: 3 clusters Score -1027156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1027156.625000 Penalty: 3080.647705
	Iteration 76Q: 3 clusters Score -1027157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1027159.875000 Penalty: 3080.647705
	Iteration 77Q: 3 clusters Score -1027160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1027159.750000 Penalty: 3080.647705
	Iteration 78Q: 3 clusters Score -1027160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1027158.562500 Penalty: 3080.647705
	Iteration 79Q: 3 clusters Score -1027159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1027158.687500 Penalty: 3080.647705
	Iteration 80F: 3 clusters Score -1027159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1027158.437500 Penalty: 3080.647705
	Iteration 81Q: 3 clusters Score -1027158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1027159.375000 Penalty: 3080.647705
	Iteration 82Q: 3 clusters Score -1027159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1027159.875000 Penalty: 3080.647705
	Iteration 83Q: 3 clusters Score -1027160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1027160.000000 Penalty: 3080.647705
	Iteration 84Q: 3 clusters Score -1027160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1027159.875000 Penalty: 3080.647705
	Iteration 85Q: 3 clusters Score -1027160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1027160.812500 Penalty: 3080.647705
	Iteration 86Q: 3 clusters Score -1027161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1027159.187500 Penalty: 3080.647705
	Iteration 87Q: 3 clusters Score -1027159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1027159.187500 Penalty: 3080.647705
	Iteration 88F: 3 clusters Score -1027159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -574959.375000 Penalty: 1434.344360
	Iteration 0F: 2 clusters Score -574959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -569864.750000 Penalty: 2868.688721
	Iteration 0F: 3 clusters Score -569864.8 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -571430.562500 Penalty: 2868.688721
	Iteration 1F: 3 clusters Score -571430.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -571659.687500 Penalty: 2868.688721
	Iteration 2F: 3 clusters Score -571659.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -571834.812500 Penalty: 2868.688721
	Iteration 3F: 3 clusters Score -571834.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -571973.062500 Penalty: 2868.688721
	Iteration 4Q: 3 clusters Score -571973.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -572086.250000 Penalty: 2868.688721
	Iteration 5Q: 3 clusters Score -572086.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -572198.625000 Penalty: 2868.688721
	Iteration 6Q: 3 clusters Score -572198.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -572342.125000 Penalty: 2868.688721
	Iteration 7Q: 3 clusters Score -572342.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -572510.812500 Penalty: 2868.688721
	Iteration 8Q: 3 clusters Score -572510.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -572697.687500 Penalty: 2868.688721
	Iteration 9Q: 3 clusters Score -572697.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -572906.062500 Penalty: 2868.688721
	Iteration 10Q: 3 clusters Score -572906.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -573147.812500 Penalty: 2868.688721
	Iteration 11Q: 3 clusters Score -573147.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -573384.125000 Penalty: 2868.688721
	Iteration 12Q: 3 clusters Score -573384.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -573597.750000 Penalty: 2868.688721
	Iteration 13Q: 3 clusters Score -573597.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -573774.937500 Penalty: 2868.688721
	Iteration 14Q: 3 clusters Score -573774.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -573937.750000 Penalty: 2868.688721
	Iteration 15Q: 3 clusters Score -573937.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -574045.625000 Penalty: 2868.688721
	Iteration 16Q: 3 clusters Score -574045.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -574100.687500 Penalty: 2868.688721
	Iteration 17Q: 3 clusters Score -574100.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -574130.812500 Penalty: 2868.688721
	Iteration 18Q: 3 clusters Score -574130.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -574143.750000 Penalty: 2868.688721
	Iteration 19Q: 3 clusters Score -574143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -574154.750000 Penalty: 2868.688721
	Iteration 20F: 3 clusters Score -574154.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -574165.250000 Penalty: 2868.688721
	Iteration 21Q: 3 clusters Score -574165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -574171.562500 Penalty: 2868.688721
	Iteration 22Q: 3 clusters Score -574171.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -574176.250000 Penalty: 2868.688721
	Iteration 23Q: 3 clusters Score -574176.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -574185.125000 Penalty: 2868.688721
	Iteration 24Q: 3 clusters Score -574185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -574191.187500 Penalty: 2868.688721
	Iteration 25Q: 3 clusters Score -574191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -574195.000000 Penalty: 2868.688721
	Iteration 26Q: 3 clusters Score -574195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -574199.000000 Penalty: 2868.688721
	Iteration 27Q: 3 clusters Score -574199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -574201.687500 Penalty: 2868.688721
	Iteration 28Q: 3 clusters Score -574201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -574202.250000 Penalty: 2868.688721
	Iteration 29Q: 3 clusters Score -574202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -574202.875000 Penalty: 2868.688721
	Iteration 30Q: 3 clusters Score -574202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -574203.562500 Penalty: 2868.688721
	Iteration 31Q: 3 clusters Score -574203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -574203.812500 Penalty: 2868.688721
	Iteration 32Q: 3 clusters Score -574203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -574203.125000 Penalty: 2868.688721
	Iteration 33Q: 3 clusters Score -574203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -574203.750000 Penalty: 2868.688721
	Iteration 34Q: 3 clusters Score -574203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -574204.625000 Penalty: 2868.688721
	Iteration 35Q: 3 clusters Score -574204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -574205.125000 Penalty: 2868.688721
	Iteration 36Q: 3 clusters Score -574205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -574205.937500 Penalty: 2868.688721
	Iteration 37Q: 3 clusters Score -574205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -574205.937500 Penalty: 2868.688721
	Iteration 38F: 3 clusters Score -574205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -282413.687500 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -282413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -279463.343750 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -279463.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -280190.625000 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -280190.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -280319.031250 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -280319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280397.812500 Penalty: 2644.273438
	Iteration 3Q: 3 clusters Score -280397.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -280452.718750 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -280452.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -280488.625000 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -280488.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -280524.343750 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -280524.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280555.625000 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -280555.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -280585.500000 Penalty: 2644.273438
	Iteration 8Q: 3 clusters Score -280585.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -280626.656250 Penalty: 2644.273438
	Iteration 9Q: 3 clusters Score -280626.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -280654.781250 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -280654.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -280685.000000 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -280685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -280715.500000 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -280715.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280747.343750 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -280747.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280783.250000 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -280783.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280826.843750 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -280826.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -280867.562500 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -280867.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280903.187500 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -280903.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -280943.968750 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -280944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -280975.375000 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -280975.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -281002.718750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -281002.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281025.687500 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -281025.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -281043.437500 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -281043.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -281058.562500 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -281058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -281075.906250 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -281075.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -281087.687500 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -281087.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -281098.906250 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -281098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -281109.437500 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -281109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -281125.281250 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -281125.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281137.968750 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -281138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -281147.093750 Penalty: 2644.273438
	Iteration 30Q: 3 clusters Score -281147.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -281156.468750 Penalty: 2644.273438
	Iteration 31Q: 3 clusters Score -281156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -281167.187500 Penalty: 2644.273438
	Iteration 32Q: 3 clusters Score -281167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -281175.593750 Penalty: 2644.273438
	Iteration 33Q: 3 clusters Score -281175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -281184.125000 Penalty: 2644.273438
	Iteration 34Q: 3 clusters Score -281184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -281194.500000 Penalty: 2644.273438
	Iteration 35Q: 3 clusters Score -281194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -281203.625000 Penalty: 2644.273438
	Iteration 36Q: 3 clusters Score -281203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -281208.593750 Penalty: 2644.273438
	Iteration 37Q: 3 clusters Score -281208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -281210.656250 Penalty: 2644.273438
	Iteration 38Q: 3 clusters Score -281210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -281213.187500 Penalty: 2644.273438
	Iteration 39Q: 3 clusters Score -281213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -281217.812500 Penalty: 2644.273438
	Iteration 40F: 3 clusters Score -281217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -281222.281250 Penalty: 2644.273438
	Iteration 41Q: 3 clusters Score -281222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -281226.593750 Penalty: 2644.273438
	Iteration 42Q: 3 clusters Score -281226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -281229.312500 Penalty: 2644.273438
	Iteration 43Q: 3 clusters Score -281229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -281231.000000 Penalty: 2644.273438
	Iteration 44Q: 3 clusters Score -281231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -281233.750000 Penalty: 2644.273438
	Iteration 45Q: 3 clusters Score -281233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -281235.781250 Penalty: 2644.273438
	Iteration 46Q: 3 clusters Score -281235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -281241.093750 Penalty: 2644.273438
	Iteration 47Q: 3 clusters Score -281241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -281244.218750 Penalty: 2644.273438
	Iteration 48Q: 3 clusters Score -281244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -281246.593750 Penalty: 2644.273438
	Iteration 49Q: 3 clusters Score -281246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -281248.250000 Penalty: 2644.273438
	Iteration 50Q: 3 clusters Score -281248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -281248.968750 Penalty: 2644.273438
	Iteration 51Q: 3 clusters Score -281249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -281250.437500 Penalty: 2644.273438
	Iteration 52Q: 3 clusters Score -281250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -281250.531250 Penalty: 2644.273438
	Iteration 53Q: 3 clusters Score -281250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -281251.718750 Penalty: 2644.273438
	Iteration 54Q: 3 clusters Score -281251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -281253.187500 Penalty: 2644.273438
	Iteration 55Q: 3 clusters Score -281253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -281253.187500 Penalty: 2644.273438
	Iteration 56F: 3 clusters Score -281253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Entering Unmasked Estep 
Score: -13691304.000000 Penalty: 1945.578491
	Iteration 0F: 2 clusters Score -1.36913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -13585351.000000 Penalty: 3891.156982
	Iteration 0F: 3 clusters Score -1.358535e+07 nChanged 76504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -13631913.000000 Penalty: 3891.156982
	Iteration 1F: 3 clusters Score -1.363191e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -13634323.000000 Penalty: 3891.156982
	Iteration 2Q: 3 clusters Score -1.363432e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -13637718.000000 Penalty: 3891.156982
	Iteration 3Q: 3 clusters Score -1.363772e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -13643095.000000 Penalty: 3891.156982
	Iteration 4F: 3 clusters Score -1.36431e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -13650477.000000 Penalty: 3891.156982
	Iteration 5F: 3 clusters Score -1.365048e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -13659276.000000 Penalty: 3891.156982
	Iteration 6F: 3 clusters Score -1.365928e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 130034 members 
Entering Unmasked Estep 
Score: -13668779.000000 Penalty: 3891.156982
	Iteration 7F: 3 clusters Score -1.366878e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -13676474.000000 Penalty: 3891.156982
	Iteration 8F: 3 clusters Score -1.367647e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -13682044.000000 Penalty: 3891.156982
	Iteration 9Q: 3 clusters Score -1.368204e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 151128 members 
Entering Unmasked Estep 
Score: -13685301.000000 Penalty: 3891.156982
	Iteration 10Q: 3 clusters Score -1.36853e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 153982 members 
Entering Unmasked Estep 
Score: -13687208.000000 Penalty: 3891.156982
	Iteration 11Q: 3 clusters Score -1.368721e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 155594 members 
Entering Unmasked Estep 
Score: -13688289.000000 Penalty: 3891.156982
	Iteration 12Q: 3 clusters Score -1.368829e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -13688864.000000 Penalty: 3891.156982
	Iteration 13Q: 3 clusters Score -1.368886e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -13689237.000000 Penalty: 3891.156982
	Iteration 14Q: 3 clusters Score -1.368924e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 157214 members 
Entering Unmasked Estep 
Score: -13689426.000000 Penalty: 3891.156982
	Iteration 15Q: 3 clusters Score -1.368943e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -13689521.000000 Penalty: 3891.156982
	Iteration 16Q: 3 clusters Score -1.368952e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -13689592.000000 Penalty: 3891.156982
	Iteration 17Q: 3 clusters Score -1.368959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -13689628.000000 Penalty: 3891.156982
	Iteration 18Q: 3 clusters Score -1.368963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 157585 members 
Entering Unmasked Estep 
Score: -13689643.000000 Penalty: 3891.156982
	Iteration 19Q: 3 clusters Score -1.368964e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -13689668.000000 Penalty: 3891.156982
	Iteration 20F: 3 clusters Score -1.368967e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -13689692.000000 Penalty: 3891.156982
	Iteration 21Q: 3 clusters Score -1.368969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -13689699.000000 Penalty: 3891.156982
	Iteration 22Q: 3 clusters Score -1.36897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -13689716.000000 Penalty: 3891.156982
	Iteration 23Q: 3 clusters Score -1.368972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -13689723.000000 Penalty: 3891.156982
	Iteration 24Q: 3 clusters Score -1.368972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -13689738.000000 Penalty: 3891.156982
	Iteration 25Q: 3 clusters Score -1.368974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -13689742.000000 Penalty: 3891.156982
	Iteration 26Q: 3 clusters Score -1.368974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -13689756.000000 Penalty: 3891.156982
	Iteration 27Q: 3 clusters Score -1.368976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -13689754.000000 Penalty: 3891.156982
	Iteration 28Q: 3 clusters Score -1.368975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -13689758.000000 Penalty: 3891.156982
	Iteration 29Q: 3 clusters Score -1.368976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -13689758.000000 Penalty: 3891.156982
	Iteration 30Q: 3 clusters Score -1.368976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -13689759.000000 Penalty: 3891.156982
	Iteration 31Q: 3 clusters Score -1.368976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -13689756.000000 Penalty: 3891.156982
	Iteration 32Q: 3 clusters Score -1.368976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -13689753.000000 Penalty: 3891.156982
	Iteration 33Q: 3 clusters Score -1.368975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -13689755.000000 Penalty: 3891.156982
	Iteration 34Q: 3 clusters Score -1.368976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -13689756.000000 Penalty: 3891.156982
	Iteration 35Q: 3 clusters Score -1.368976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -13689758.000000 Penalty: 3891.156982
	Iteration 36Q: 3 clusters Score -1.368976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 157770 members 
Entering Unmasked Estep 
Score: -13689752.000000 Penalty: 3891.156982
	Iteration 37Q: 3 clusters Score -1.368975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 157771 members 
Entering Unmasked Estep 
Score: -13689758.000000 Penalty: 3891.156982
	Iteration 38Q: 3 clusters Score -1.368976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -13689757.000000 Penalty: 3891.156982
	Iteration 39Q: 3 clusters Score -1.368976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -13689762.000000 Penalty: 3891.156982
	Iteration 40F: 3 clusters Score -1.368976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -13689764.000000 Penalty: 3891.156982
	Iteration 41Q: 3 clusters Score -1.368976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -13689765.000000 Penalty: 3891.156982
	Iteration 42Q: 3 clusters Score -1.368976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -13689765.000000 Penalty: 3891.156982
	Iteration 43F: 3 clusters Score -1.368976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -473513.812500 Penalty: 1401.994873
	Iteration 0F: 2 clusters Score -473513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -469156.968750 Penalty: 2803.989746
	Iteration 0F: 3 clusters Score -469157 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -470335.687500 Penalty: 2803.989746
	Iteration 1F: 3 clusters Score -470335.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -470507.250000 Penalty: 2803.989746
	Iteration 2F: 3 clusters Score -470507.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -470633.718750 Penalty: 2803.989746
	Iteration 3F: 3 clusters Score -470633.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -470729.062500 Penalty: 2803.989746
	Iteration 4Q: 3 clusters Score -470729.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -470802.093750 Penalty: 2803.989746
	Iteration 5Q: 3 clusters Score -470802.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -470862.718750 Penalty: 2803.989746
	Iteration 6Q: 3 clusters Score -470862.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -470906.875000 Penalty: 2803.989746
	Iteration 7Q: 3 clusters Score -470906.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -470950.218750 Penalty: 2803.989746
	Iteration 8Q: 3 clusters Score -470950.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -470993.781250 Penalty: 2803.989746
	Iteration 9Q: 3 clusters Score -470993.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -471048.593750 Penalty: 2803.989746
	Iteration 10Q: 3 clusters Score -471048.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -471111.156250 Penalty: 2803.989746
	Iteration 11Q: 3 clusters Score -471111.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -471187.875000 Penalty: 2803.989746
	Iteration 12Q: 3 clusters Score -471187.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -471261.750000 Penalty: 2803.989746
	Iteration 13Q: 3 clusters Score -471261.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -471341.937500 Penalty: 2803.989746
	Iteration 14Q: 3 clusters Score -471341.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -471417.250000 Penalty: 2803.989746
	Iteration 15Q: 3 clusters Score -471417.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -471484.218750 Penalty: 2803.989746
	Iteration 16Q: 3 clusters Score -471484.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -471551.812500 Penalty: 2803.989746
	Iteration 17Q: 3 clusters Score -471551.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -471615.718750 Penalty: 2803.989746
	Iteration 18Q: 3 clusters Score -471615.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -471691.406250 Penalty: 2803.989746
	Iteration 19Q: 3 clusters Score -471691.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -471781.031250 Penalty: 2803.989746
	Iteration 20F: 3 clusters Score -471781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -471879.468750 Penalty: 2803.989746
	Iteration 21Q: 3 clusters Score -471879.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -471967.656250 Penalty: 2803.989746
	Iteration 22Q: 3 clusters Score -471967.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -472040.968750 Penalty: 2803.989746
	Iteration 23Q: 3 clusters Score -472041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -472092.718750 Penalty: 2803.989746
	Iteration 24Q: 3 clusters Score -472092.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -472133.218750 Penalty: 2803.989746
	Iteration 25Q: 3 clusters Score -472133.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -472156.968750 Penalty: 2803.989746
	Iteration 26Q: 3 clusters Score -472157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -472178.500000 Penalty: 2803.989746
	Iteration 27Q: 3 clusters Score -472178.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -472197.156250 Penalty: 2803.989746
	Iteration 28Q: 3 clusters Score -472197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -472210.156250 Penalty: 2803.989746
	Iteration 29Q: 3 clusters Score -472210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -472219.218750 Penalty: 2803.989746
	Iteration 30Q: 3 clusters Score -472219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -472225.968750 Penalty: 2803.989746
	Iteration 31Q: 3 clusters Score -472226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -472232.156250 Penalty: 2803.989746
	Iteration 32Q: 3 clusters Score -472232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -472239.406250 Penalty: 2803.989746
	Iteration 33Q: 3 clusters Score -472239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -472249.218750 Penalty: 2803.989746
	Iteration 34Q: 3 clusters Score -472249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -472262.125000 Penalty: 2803.989746
	Iteration 35Q: 3 clusters Score -472262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -472268.406250 Penalty: 2803.989746
	Iteration 36Q: 3 clusters Score -472268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -472272.406250 Penalty: 2803.989746
	Iteration 37Q: 3 clusters Score -472272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -472277.625000 Penalty: 2803.989746
	Iteration 38Q: 3 clusters Score -472277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -472282.687500 Penalty: 2803.989746
	Iteration 39Q: 3 clusters Score -472282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -472282.656250 Penalty: 2803.989746
	Iteration 40F: 3 clusters Score -472282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -472283.375000 Penalty: 2803.989746
	Iteration 41Q: 3 clusters Score -472283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -472284.437500 Penalty: 2803.989746
	Iteration 42Q: 3 clusters Score -472284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -472284.437500 Penalty: 2803.989746
	Iteration 43F: 3 clusters Score -472284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Entering Unmasked Estep 
Score: -1680138.125000 Penalty: 1605.892700
	Iteration 0F: 2 clusters Score -1680138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1666748.750000 Penalty: 3211.785400
	Iteration 0F: 3 clusters Score -1666749 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1671649.250000 Penalty: 3211.785400
	Iteration 1F: 3 clusters Score -1671649 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1672052.750000 Penalty: 3211.785400
	Iteration 2F: 3 clusters Score -1672053 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1672507.375000 Penalty: 3211.785400
	Iteration 3F: 3 clusters Score -1672507 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1672982.625000 Penalty: 3211.785400
	Iteration 4Q: 3 clusters Score -1672983 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1673486.500000 Penalty: 3211.785400
	Iteration 5Q: 3 clusters Score -1673486 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1674005.375000 Penalty: 3211.785400
	Iteration 6Q: 3 clusters Score -1674005 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1674460.375000 Penalty: 3211.785400
	Iteration 7Q: 3 clusters Score -1674460 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1674865.125000 Penalty: 3211.785400
	Iteration 8Q: 3 clusters Score -1674865 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1675188.000000 Penalty: 3211.785400
	Iteration 9Q: 3 clusters Score -1675188 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1675434.750000 Penalty: 3211.785400
	Iteration 10Q: 3 clusters Score -1675435 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1675635.625000 Penalty: 3211.785400
	Iteration 11Q: 3 clusters Score -1675636 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1675786.125000 Penalty: 3211.785400
	Iteration 12Q: 3 clusters Score -1675786 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1675929.250000 Penalty: 3211.785400
	Iteration 13Q: 3 clusters Score -1675929 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1676056.500000 Penalty: 3211.785400
	Iteration 14Q: 3 clusters Score -1676056 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1676183.375000 Penalty: 3211.785400
	Iteration 15Q: 3 clusters Score -1676183 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1676318.250000 Penalty: 3211.785400
	Iteration 16Q: 3 clusters Score -1676318 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1676475.750000 Penalty: 3211.785400
	Iteration 17Q: 3 clusters Score -1676476 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1676654.250000 Penalty: 3211.785400
	Iteration 18Q: 3 clusters Score -1676654 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1676855.875000 Penalty: 3211.785400
	Iteration 19Q: 3 clusters Score -1676856 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1677075.750000 Penalty: 3211.785400
	Iteration 20F: 3 clusters Score -1677076 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1677306.000000 Penalty: 3211.785400
	Iteration 21Q: 3 clusters Score -1677306 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1677552.250000 Penalty: 3211.785400
	Iteration 22Q: 3 clusters Score -1677552 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1677784.375000 Penalty: 3211.785400
	Iteration 23Q: 3 clusters Score -1677784 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1677969.000000 Penalty: 3211.785400
	Iteration 24Q: 3 clusters Score -1677969 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1678135.750000 Penalty: 3211.785400
	Iteration 25Q: 3 clusters Score -1678136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1678243.500000 Penalty: 3211.785400
	Iteration 26Q: 3 clusters Score -1678244 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1678328.500000 Penalty: 3211.785400
	Iteration 27Q: 3 clusters Score -1678328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1678405.125000 Penalty: 3211.785400
	Iteration 28Q: 3 clusters Score -1678405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1678463.375000 Penalty: 3211.785400
	Iteration 29Q: 3 clusters Score -1678463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1678504.000000 Penalty: 3211.785400
	Iteration 30Q: 3 clusters Score -1678504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1678545.375000 Penalty: 3211.785400
	Iteration 31Q: 3 clusters Score -1678545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1678570.625000 Penalty: 3211.785400
	Iteration 32Q: 3 clusters Score -1678571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1678592.750000 Penalty: 3211.785400
	Iteration 33Q: 3 clusters Score -1678593 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1678608.875000 Penalty: 3211.785400
	Iteration 34Q: 3 clusters Score -1678609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1678622.750000 Penalty: 3211.785400
	Iteration 35Q: 3 clusters Score -1678623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1678631.375000 Penalty: 3211.785400
	Iteration 36Q: 3 clusters Score -1678631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1678643.250000 Penalty: 3211.785400
	Iteration 37Q: 3 clusters Score -1678643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1678659.000000 Penalty: 3211.785400
	Iteration 38Q: 3 clusters Score -1678659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1678671.875000 Penalty: 3211.785400
	Iteration 39Q: 3 clusters Score -1678672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1678684.750000 Penalty: 3211.785400
	Iteration 40F: 3 clusters Score -1678685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1678692.500000 Penalty: 3211.785400
	Iteration 41Q: 3 clusters Score -1678692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1678699.625000 Penalty: 3211.785400
	Iteration 42Q: 3 clusters Score -1678700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1678709.125000 Penalty: 3211.785400
	Iteration 43Q: 3 clusters Score -1678709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1678716.500000 Penalty: 3211.785400
	Iteration 44Q: 3 clusters Score -1678716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1678730.125000 Penalty: 3211.785400
	Iteration 45Q: 3 clusters Score -1678730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1678737.375000 Penalty: 3211.785400
	Iteration 46Q: 3 clusters Score -1678737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1678744.625000 Penalty: 3211.785400
	Iteration 47Q: 3 clusters Score -1678745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1678756.750000 Penalty: 3211.785400
	Iteration 48Q: 3 clusters Score -1678757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1678763.000000 Penalty: 3211.785400
	Iteration 49Q: 3 clusters Score -1678763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1678766.125000 Penalty: 3211.785400
	Iteration 50Q: 3 clusters Score -1678766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1678771.000000 Penalty: 3211.785400
	Iteration 51Q: 3 clusters Score -1678771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1678778.875000 Penalty: 3211.785400
	Iteration 52Q: 3 clusters Score -1678779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1678782.125000 Penalty: 3211.785400
	Iteration 53Q: 3 clusters Score -1678782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1678786.125000 Penalty: 3211.785400
	Iteration 54Q: 3 clusters Score -1678786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1678786.125000 Penalty: 3211.785400
	Iteration 55Q: 3 clusters Score -1678786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1678788.875000 Penalty: 3211.785400
	Iteration 56Q: 3 clusters Score -1678789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1678789.875000 Penalty: 3211.785400
	Iteration 57Q: 3 clusters Score -1678790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1678790.000000 Penalty: 3211.785400
	Iteration 58Q: 3 clusters Score -1678790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1678789.750000 Penalty: 3211.785400
	Iteration 59Q: 3 clusters Score -1678790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1678787.250000 Penalty: 3211.785400
	Iteration 60F: 3 clusters Score -1678787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1678789.250000 Penalty: 3211.785400
	Iteration 61Q: 3 clusters Score -1678789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1678789.375000 Penalty: 3211.785400
	Iteration 62Q: 3 clusters Score -1678789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1678788.750000 Penalty: 3211.785400
	Iteration 63Q: 3 clusters Score -1678789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1678790.250000 Penalty: 3211.785400
	Iteration 64Q: 3 clusters Score -1678790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1678790.250000 Penalty: 3211.785400
	Iteration 65F: 3 clusters Score -1678790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -468278.843750 Penalty: 1403.645142
	Iteration 0F: 2 clusters Score -468278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -463931.656250 Penalty: 2807.290283
	Iteration 0F: 3 clusters Score -463931.7 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -465203.843750 Penalty: 2807.290283
	Iteration 1F: 3 clusters Score -465203.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -465387.593750 Penalty: 2807.290283
	Iteration 2F: 3 clusters Score -465387.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -465496.125000 Penalty: 2807.290283
	Iteration 3Q: 3 clusters Score -465496.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -465579.531250 Penalty: 2807.290283
	Iteration 4Q: 3 clusters Score -465579.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -465644.187500 Penalty: 2807.290283
	Iteration 5Q: 3 clusters Score -465644.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -465690.531250 Penalty: 2807.290283
	Iteration 6Q: 3 clusters Score -465690.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -465740.062500 Penalty: 2807.290283
	Iteration 7Q: 3 clusters Score -465740.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -465797.093750 Penalty: 2807.290283
	Iteration 8Q: 3 clusters Score -465797.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -465856.437500 Penalty: 2807.290283
	Iteration 9Q: 3 clusters Score -465856.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -465913.562500 Penalty: 2807.290283
	Iteration 10Q: 3 clusters Score -465913.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -465971.156250 Penalty: 2807.290283
	Iteration 11Q: 3 clusters Score -465971.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -466042.750000 Penalty: 2807.290283
	Iteration 12Q: 3 clusters Score -466042.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -466143.062500 Penalty: 2807.290283
	Iteration 13Q: 3 clusters Score -466143.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -466247.000000 Penalty: 2807.290283
	Iteration 14Q: 3 clusters Score -466247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -466357.375000 Penalty: 2807.290283
	Iteration 15Q: 3 clusters Score -466357.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -466467.906250 Penalty: 2807.290283
	Iteration 16Q: 3 clusters Score -466467.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -466560.968750 Penalty: 2807.290283
	Iteration 17Q: 3 clusters Score -466561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -466642.437500 Penalty: 2807.290283
	Iteration 18Q: 3 clusters Score -466642.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -466722.125000 Penalty: 2807.290283
	Iteration 19Q: 3 clusters Score -466722.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -466786.687500 Penalty: 2807.290283
	Iteration 20F: 3 clusters Score -466786.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -466836.562500 Penalty: 2807.290283
	Iteration 21Q: 3 clusters Score -466836.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -466869.406250 Penalty: 2807.290283
	Iteration 22Q: 3 clusters Score -466869.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -466906.218750 Penalty: 2807.290283
	Iteration 23Q: 3 clusters Score -466906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -466934.562500 Penalty: 2807.290283
	Iteration 24Q: 3 clusters Score -466934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -466959.937500 Penalty: 2807.290283
	Iteration 25Q: 3 clusters Score -466959.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -466986.906250 Penalty: 2807.290283
	Iteration 26Q: 3 clusters Score -466986.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -467006.812500 Penalty: 2807.290283
	Iteration 27Q: 3 clusters Score -467006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -467019.750000 Penalty: 2807.290283
	Iteration 28Q: 3 clusters Score -467019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -467024.968750 Penalty: 2807.290283
	Iteration 29Q: 3 clusters Score -467025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -467030.593750 Penalty: 2807.290283
	Iteration 30Q: 3 clusters Score -467030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -467035.156250 Penalty: 2807.290283
	Iteration 31Q: 3 clusters Score -467035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -467040.906250 Penalty: 2807.290283
	Iteration 32Q: 3 clusters Score -467040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -467047.750000 Penalty: 2807.290283
	Iteration 33Q: 3 clusters Score -467047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -467052.375000 Penalty: 2807.290283
	Iteration 34Q: 3 clusters Score -467052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -467056.968750 Penalty: 2807.290283
	Iteration 35Q: 3 clusters Score -467057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -467058.468750 Penalty: 2807.290283
	Iteration 36Q: 3 clusters Score -467058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -467061.281250 Penalty: 2807.290283
	Iteration 37Q: 3 clusters Score -467061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -467065.281250 Penalty: 2807.290283
	Iteration 38Q: 3 clusters Score -467065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -467066.093750 Penalty: 2807.290283
	Iteration 39Q: 3 clusters Score -467066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -467067.062500 Penalty: 2807.290283
	Iteration 40F: 3 clusters Score -467067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -467067.718750 Penalty: 2807.290283
	Iteration 41Q: 3 clusters Score -467067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -467067.718750 Penalty: 2807.290283
	Iteration 42F: 3 clusters Score -467067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -409235.062500 Penalty: 1381.521973
	Iteration 0F: 2 clusters Score -409235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -405330.000000 Penalty: 2763.043945
	Iteration 0F: 3 clusters Score -405330 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -406368.531250 Penalty: 2763.043945
	Iteration 1F: 3 clusters Score -406368.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -406732.125000 Penalty: 2763.043945
	Iteration 2F: 3 clusters Score -406732.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -407088.687500 Penalty: 2763.043945
	Iteration 3F: 3 clusters Score -407088.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -407437.437500 Penalty: 2763.043945
	Iteration 4F: 3 clusters Score -407437.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -407762.875000 Penalty: 2763.043945
	Iteration 5F: 3 clusters Score -407762.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -407977.031250 Penalty: 2763.043945
	Iteration 6F: 3 clusters Score -407977 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -408124.031250 Penalty: 2763.043945
	Iteration 7Q: 3 clusters Score -408124 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -408222.593750 Penalty: 2763.043945
	Iteration 8Q: 3 clusters Score -408222.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -408272.218750 Penalty: 2763.043945
	Iteration 9Q: 3 clusters Score -408272.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -408301.312500 Penalty: 2763.043945
	Iteration 10Q: 3 clusters Score -408301.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -408327.093750 Penalty: 2763.043945
	Iteration 11Q: 3 clusters Score -408327.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -408347.718750 Penalty: 2763.043945
	Iteration 12Q: 3 clusters Score -408347.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -408357.187500 Penalty: 2763.043945
	Iteration 13Q: 3 clusters Score -408357.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408361.343750 Penalty: 2763.043945
	Iteration 14Q: 3 clusters Score -408361.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -408365.593750 Penalty: 2763.043945
	Iteration 15Q: 3 clusters Score -408365.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -408369.218750 Penalty: 2763.043945
	Iteration 16Q: 3 clusters Score -408369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -408373.906250 Penalty: 2763.043945
	Iteration 17Q: 3 clusters Score -408373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -408378.531250 Penalty: 2763.043945
	Iteration 18Q: 3 clusters Score -408378.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -408382.031250 Penalty: 2763.043945
	Iteration 19Q: 3 clusters Score -408382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408382.843750 Penalty: 2763.043945
	Iteration 20F: 3 clusters Score -408382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -408383.875000 Penalty: 2763.043945
	Iteration 21Q: 3 clusters Score -408383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -408384.562500 Penalty: 2763.043945
	Iteration 22Q: 3 clusters Score -408384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -408385.375000 Penalty: 2763.043945
	Iteration 23Q: 3 clusters Score -408385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -408385.375000 Penalty: 2763.043945
	Iteration 24F: 3 clusters Score -408385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (206345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206345 members 
Entering Unmasked Estep 
Score: -17785660.000000 Penalty: 1988.562012
	Iteration 0F: 2 clusters Score -1.778566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -17647436.000000 Penalty: 3977.124023
	Iteration 0F: 3 clusters Score -1.764744e+07 nChanged 99564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -17706728.000000 Penalty: 3977.124023
	Iteration 1F: 3 clusters Score -1.770673e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 110975 members 
Entering Unmasked Estep 
Score: -17707946.000000 Penalty: 3977.124023
	Iteration 2Q: 3 clusters Score -1.770795e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -17709826.000000 Penalty: 3977.124023
	Iteration 3Q: 3 clusters Score -1.770983e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -17713254.000000 Penalty: 3977.124023
	Iteration 4Q: 3 clusters Score -1.771325e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -17719402.000000 Penalty: 3977.124023
	Iteration 5F: 3 clusters Score -1.77194e+07 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -17730394.000000 Penalty: 3977.124023
	Iteration 6F: 3 clusters Score -1.773039e+07 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -17746354.000000 Penalty: 3977.124023
	Iteration 7F: 3 clusters Score -1.774635e+07 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 183381 members 
Entering Unmasked Estep 
Score: -17762752.000000 Penalty: 3977.124023
	Iteration 8F: 3 clusters Score -1.776275e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -17774506.000000 Penalty: 3977.124023
	Iteration 9F: 3 clusters Score -1.777451e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 201830 members 
Entering Unmasked Estep 
Score: -17780270.000000 Penalty: 3977.124023
	Iteration 10Q: 3 clusters Score -1.778027e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 204488 members 
Entering Unmasked Estep 
Score: -17782566.000000 Penalty: 3977.124023
	Iteration 11Q: 3 clusters Score -1.778257e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -17783364.000000 Penalty: 3977.124023
	Iteration 12Q: 3 clusters Score -1.778336e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -17783674.000000 Penalty: 3977.124023
	Iteration 13Q: 3 clusters Score -1.778367e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 205914 members 
Entering Unmasked Estep 
Score: -17783826.000000 Penalty: 3977.124023
	Iteration 14Q: 3 clusters Score -1.778383e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 205954 members 
Entering Unmasked Estep 
Score: -17783874.000000 Penalty: 3977.124023
	Iteration 15Q: 3 clusters Score -1.778387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -17783928.000000 Penalty: 3977.124023
	Iteration 16Q: 3 clusters Score -1.778393e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 205991 members 
Entering Unmasked Estep 
Score: -17783934.000000 Penalty: 3977.124023
	Iteration 17Q: 3 clusters Score -1.778393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 205990 members 
Entering Unmasked Estep 
Score: -17783938.000000 Penalty: 3977.124023
	Iteration 18Q: 3 clusters Score -1.778394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 205992 members 
Entering Unmasked Estep 
Score: -17783952.000000 Penalty: 3977.124023
	Iteration 19Q: 3 clusters Score -1.778395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 205993 members 
Entering Unmasked Estep 
Score: -17783952.000000 Penalty: 3977.124023
	Iteration 20F: 3 clusters Score -1.778395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 205995 members 
Entering Unmasked Estep 
Score: -17783942.000000 Penalty: 3977.124023
	Iteration 21Q: 3 clusters Score -1.778394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 205992 members 
Entering Unmasked Estep 
Score: -17783946.000000 Penalty: 3977.124023
	Iteration 22Q: 3 clusters Score -1.778395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 205996 members 
Entering Unmasked Estep 
Score: -17783950.000000 Penalty: 3977.124023
	Iteration 23Q: 3 clusters Score -1.778395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 205996 members 
Entering Unmasked Estep 
Score: -17783958.000000 Penalty: 3977.124023
	Iteration 24Q: 3 clusters Score -1.778396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205998 members 
Entering Unmasked Estep 
Score: -17783980.000000 Penalty: 3977.124023
	Iteration 25Q: 3 clusters Score -1.778398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 206000 members 
Entering Unmasked Estep 
Score: -17783980.000000 Penalty: 3977.124023
	Iteration 26Q: 3 clusters Score -1.778398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -17783974.000000 Penalty: 3977.124023
	Iteration 27Q: 3 clusters Score -1.778397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 206001 members 
Entering Unmasked Estep 
Score: -17783970.000000 Penalty: 3977.124023
	Iteration 28Q: 3 clusters Score -1.778397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 206001 members 
Entering Unmasked Estep 
Score: -17783970.000000 Penalty: 3977.124023
	Iteration 29F: 3 clusters Score -1.778397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -268729.812500 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -268729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -265852.656250 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -265852.7 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -266614.687500 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -266614.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266799.843750 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -266799.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -266913.937500 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -266913.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -267003.718750 Penalty: 2623.552002
	Iteration 4Q: 3 clusters Score -267003.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -267057.593750 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -267057.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -267083.750000 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -267083.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -267108.812500 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -267108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267129.187500 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -267129.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267147.593750 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -267147.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267168.906250 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -267168.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -267189.781250 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -267189.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -267212.531250 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -267212.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267237.250000 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -267237.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -267275.656250 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -267275.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267319.281250 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -267319.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -267359.250000 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -267359.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -267396.093750 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -267396.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -267424.187500 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -267424.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -267446.437500 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -267446.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -267465.281250 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -267465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -267481.875000 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -267481.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -267496.218750 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -267496.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -267509.250000 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -267509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -267519.781250 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -267519.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267530.187500 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -267530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -267540.437500 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -267540.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -267545.000000 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -267545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -267549.937500 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -267549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -267555.968750 Penalty: 2623.552002
	Iteration 29Q: 3 clusters Score -267556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -267564.531250 Penalty: 2623.552002
	Iteration 30Q: 3 clusters Score -267564.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -267570.781250 Penalty: 2623.552002
	Iteration 31Q: 3 clusters Score -267570.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -267577.875000 Penalty: 2623.552002
	Iteration 32Q: 3 clusters Score -267577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -267582.875000 Penalty: 2623.552002
	Iteration 33Q: 3 clusters Score -267582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -267587.031250 Penalty: 2623.552002
	Iteration 34Q: 3 clusters Score -267587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -267590.906250 Penalty: 2623.552002
	Iteration 35Q: 3 clusters Score -267590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -267592.156250 Penalty: 2623.552002
	Iteration 36Q: 3 clusters Score -267592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -267592.937500 Penalty: 2623.552002
	Iteration 37Q: 3 clusters Score -267592.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -267593.656250 Penalty: 2623.552002
	Iteration 38Q: 3 clusters Score -267593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -267595.500000 Penalty: 2623.552002
	Iteration 39Q: 3 clusters Score -267595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -267595.218750 Penalty: 2623.552002
	Iteration 40F: 3 clusters Score -267595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -334271.875000 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -334271.9 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 2186 members 
Entering Unmasked Estep 
Score: -330718.093750 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -330718.1 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -331879.468750 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -331879.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -332359.218750 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -332359.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -332863.593750 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -332863.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -333162.312500 Penalty: 2723.797607
	Iteration 4F: 3 clusters Score -333162.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -333353.781250 Penalty: 2723.797607
	Iteration 5F: 3 clusters Score -333353.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -333507.656250 Penalty: 2723.797607
	Iteration 6Q: 3 clusters Score -333507.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -333633.281250 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -333633.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -333731.187500 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -333731.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -333820.687500 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -333820.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -333892.343750 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -333892.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -333967.531250 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -333967.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -334040.937500 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -334040.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -334098.000000 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -334098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -334132.906250 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -334132.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -334155.968750 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -334156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -334181.156250 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -334181.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -334195.843750 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -334195.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -334207.218750 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -334207.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334212.125000 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -334212.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -334217.218750 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -334217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -334221.968750 Penalty: 2723.797607
	Iteration 21Q: 3 clusters Score -334222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -334225.062500 Penalty: 2723.797607
	Iteration 22Q: 3 clusters Score -334225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -334228.156250 Penalty: 2723.797607
	Iteration 23Q: 3 clusters Score -334228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -334229.531250 Penalty: 2723.797607
	Iteration 24Q: 3 clusters Score -334229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -334231.656250 Penalty: 2723.797607
	Iteration 25Q: 3 clusters Score -334231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -334233.468750 Penalty: 2723.797607
	Iteration 26Q: 3 clusters Score -334233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -334235.125000 Penalty: 2723.797607
	Iteration 27Q: 3 clusters Score -334235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -334237.718750 Penalty: 2723.797607
	Iteration 28Q: 3 clusters Score -334237.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -334240.875000 Penalty: 2723.797607
	Iteration 29Q: 3 clusters Score -334240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -334241.562500 Penalty: 2723.797607
	Iteration 30Q: 3 clusters Score -334241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -334241.937500 Penalty: 2723.797607
	Iteration 31Q: 3 clusters Score -334241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -334242.687500 Penalty: 2723.797607
	Iteration 32Q: 3 clusters Score -334242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -334242.687500 Penalty: 2723.797607
	Iteration 33F: 3 clusters Score -334242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -2321820.750000 Penalty: 1659.414307
	Iteration 0F: 2 clusters Score -2321821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2303408.750000 Penalty: 3318.828613
	Iteration 0F: 3 clusters Score -2303409 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2310455.000000 Penalty: 3318.828613
	Iteration 1F: 3 clusters Score -2310455 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2311102.000000 Penalty: 3318.828613
	Iteration 2F: 3 clusters Score -2311102 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2311871.500000 Penalty: 3318.828613
	Iteration 3F: 3 clusters Score -2311872 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2312859.250000 Penalty: 3318.828613
	Iteration 4F: 3 clusters Score -2312859 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2314098.750000 Penalty: 3318.828613
	Iteration 5F: 3 clusters Score -2314099 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2315552.500000 Penalty: 3318.828613
	Iteration 6F: 3 clusters Score -2315552 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2317017.250000 Penalty: 3318.828613
	Iteration 7F: 3 clusters Score -2317017 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2318262.500000 Penalty: 3318.828613
	Iteration 8F: 3 clusters Score -2318262 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2319056.500000 Penalty: 3318.828613
	Iteration 9Q: 3 clusters Score -2319056 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2319391.500000 Penalty: 3318.828613
	Iteration 10Q: 3 clusters Score -2319392 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2319510.500000 Penalty: 3318.828613
	Iteration 11Q: 3 clusters Score -2319510 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2319556.500000 Penalty: 3318.828613
	Iteration 12Q: 3 clusters Score -2319556 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2319595.000000 Penalty: 3318.828613
	Iteration 13Q: 3 clusters Score -2319595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2319606.250000 Penalty: 3318.828613
	Iteration 14Q: 3 clusters Score -2319606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2319624.000000 Penalty: 3318.828613
	Iteration 15Q: 3 clusters Score -2319624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2319637.250000 Penalty: 3318.828613
	Iteration 16Q: 3 clusters Score -2319637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2319640.500000 Penalty: 3318.828613
	Iteration 17Q: 3 clusters Score -2319640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2319644.000000 Penalty: 3318.828613
	Iteration 18Q: 3 clusters Score -2319644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2319640.250000 Penalty: 3318.828613
	Iteration 19Q: 3 clusters Score -2319640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2319650.000000 Penalty: 3318.828613
	Iteration 20F: 3 clusters Score -2319650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2319649.250000 Penalty: 3318.828613
	Iteration 21Q: 3 clusters Score -2319649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2319647.750000 Penalty: 3318.828613
	Iteration 22Q: 3 clusters Score -2319648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2319647.000000 Penalty: 3318.828613
	Iteration 23Q: 3 clusters Score -2319647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2319650.000000 Penalty: 3318.828613
	Iteration 24Q: 3 clusters Score -2319650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2319653.500000 Penalty: 3318.828613
	Iteration 25Q: 3 clusters Score -2319654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2319652.000000 Penalty: 3318.828613
	Iteration 26Q: 3 clusters Score -2319652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2319660.500000 Penalty: 3318.828613
	Iteration 27Q: 3 clusters Score -2319660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2319661.750000 Penalty: 3318.828613
	Iteration 28Q: 3 clusters Score -2319662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2319662.500000 Penalty: 3318.828613
	Iteration 29Q: 3 clusters Score -2319662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2319658.500000 Penalty: 3318.828613
	Iteration 30Q: 3 clusters Score -2319658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2319661.500000 Penalty: 3318.828613
	Iteration 31Q: 3 clusters Score -2319662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2319661.250000 Penalty: 3318.828613
	Iteration 32Q: 3 clusters Score -2319661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2319661.250000 Penalty: 3318.828613
	Iteration 33F: 3 clusters Score -2319661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -629696.687500 Penalty: 1449.584961
	Iteration 0F: 2 clusters Score -629696.7 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 3752 members 
Entering Unmasked Estep 
Score: -624128.187500 Penalty: 2899.169922
	Iteration 0F: 3 clusters Score -624128.2 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -625815.312500 Penalty: 2899.169922
	Iteration 1F: 3 clusters Score -625815.3 nChanged 538
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: -626130.000000 Penalty: 2899.169922
	Iteration 2F: 3 clusters Score -626130 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -626395.687500 Penalty: 2899.169922
	Iteration 3F: 3 clusters Score -626395.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -626603.187500 Penalty: 2899.169922
	Iteration 4F: 3 clusters Score -626603.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -626760.937500 Penalty: 2899.169922
	Iteration 5Q: 3 clusters Score -626760.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -626887.500000 Penalty: 2899.169922
	Iteration 6Q: 3 clusters Score -626887.5 nChanged 246
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: -626994.312500 Penalty: 2899.169922
	Iteration 7Q: 3 clusters Score -626994.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -627062.312500 Penalty: 2899.169922
	Iteration 8Q: 3 clusters Score -627062.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -627114.250000 Penalty: 2899.169922
	Iteration 9Q: 3 clusters Score -627114.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -627165.375000 Penalty: 2899.169922
	Iteration 10Q: 3 clusters Score -627165.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -627201.125000 Penalty: 2899.169922
	Iteration 11Q: 3 clusters Score -627201.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -627234.750000 Penalty: 2899.169922
	Iteration 12Q: 3 clusters Score -627234.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -627269.937500 Penalty: 2899.169922
	Iteration 13Q: 3 clusters Score -627269.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -627298.250000 Penalty: 2899.169922
	Iteration 14Q: 3 clusters Score -627298.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -627324.375000 Penalty: 2899.169922
	Iteration 15Q: 3 clusters Score -627324.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -627349.562500 Penalty: 2899.169922
	Iteration 16Q: 3 clusters Score -627349.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -627376.187500 Penalty: 2899.169922
	Iteration 17Q: 3 clusters Score -627376.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -627401.500000 Penalty: 2899.169922
	Iteration 18Q: 3 clusters Score -627401.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -627424.750000 Penalty: 2899.169922
	Iteration 19Q: 3 clusters Score -627424.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -627449.625000 Penalty: 2899.169922
	Iteration 20F: 3 clusters Score -627449.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -627476.375000 Penalty: 2899.169922
	Iteration 21Q: 3 clusters Score -627476.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -627511.125000 Penalty: 2899.169922
	Iteration 22Q: 3 clusters Score -627511.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -627563.687500 Penalty: 2899.169922
	Iteration 23Q: 3 clusters Score -627563.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -627635.375000 Penalty: 2899.169922
	Iteration 24Q: 3 clusters Score -627635.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -627711.375000 Penalty: 2899.169922
	Iteration 25Q: 3 clusters Score -627711.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -627783.187500 Penalty: 2899.169922
	Iteration 26Q: 3 clusters Score -627783.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -627851.625000 Penalty: 2899.169922
	Iteration 27Q: 3 clusters Score -627851.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -627915.687500 Penalty: 2899.169922
	Iteration 28Q: 3 clusters Score -627915.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -627986.625000 Penalty: 2899.169922
	Iteration 29Q: 3 clusters Score -627986.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -628049.750000 Penalty: 2899.169922
	Iteration 30Q: 3 clusters Score -628049.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -628103.187500 Penalty: 2899.169922
	Iteration 31Q: 3 clusters Score -628103.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -628158.187500 Penalty: 2899.169922
	Iteration 32Q: 3 clusters Score -628158.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -628198.750000 Penalty: 2899.169922
	Iteration 33Q: 3 clusters Score -628198.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -628235.500000 Penalty: 2899.169922
	Iteration 34Q: 3 clusters Score -628235.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -628276.937500 Penalty: 2899.169922
	Iteration 35Q: 3 clusters Score -628276.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -628319.937500 Penalty: 2899.169922
	Iteration 36Q: 3 clusters Score -628319.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -628348.125000 Penalty: 2899.169922
	Iteration 37Q: 3 clusters Score -628348.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -628376.312500 Penalty: 2899.169922
	Iteration 38Q: 3 clusters Score -628376.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -628403.125000 Penalty: 2899.169922
	Iteration 39Q: 3 clusters Score -628403.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -628421.375000 Penalty: 2899.169922
	Iteration 40F: 3 clusters Score -628421.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -628426.687500 Penalty: 2899.169922
	Iteration 41Q: 3 clusters Score -628426.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -628434.250000 Penalty: 2899.169922
	Iteration 42Q: 3 clusters Score -628434.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -628439.312500 Penalty: 2899.169922
	Iteration 43Q: 3 clusters Score -628439.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -628443.187500 Penalty: 2899.169922
	Iteration 44Q: 3 clusters Score -628443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -628443.437500 Penalty: 2899.169922
	Iteration 45Q: 3 clusters Score -628443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -628445.687500 Penalty: 2899.169922
	Iteration 46Q: 3 clusters Score -628445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -628446.875000 Penalty: 2899.169922
	Iteration 47Q: 3 clusters Score -628446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -628449.062500 Penalty: 2899.169922
	Iteration 48Q: 3 clusters Score -628449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -628452.875000 Penalty: 2899.169922
	Iteration 49Q: 3 clusters Score -628452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -628454.250000 Penalty: 2899.169922
	Iteration 50Q: 3 clusters Score -628454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -628457.000000 Penalty: 2899.169922
	Iteration 51Q: 3 clusters Score -628457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -628457.375000 Penalty: 2899.169922
	Iteration 52Q: 3 clusters Score -628457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -628459.937500 Penalty: 2899.169922
	Iteration 53Q: 3 clusters Score -628459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -628460.250000 Penalty: 2899.169922
	Iteration 54Q: 3 clusters Score -628460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -628460.250000 Penalty: 2899.169922
	Iteration 55F: 3 clusters Score -628460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -1497313.125000 Penalty: 1590.114990
	Iteration 0F: 2 clusters Score -1497313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1485031.625000 Penalty: 3180.229980
	Iteration 0F: 3 clusters Score -1485032 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1489535.875000 Penalty: 3180.229980
	Iteration 1F: 3 clusters Score -1489536 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1489950.750000 Penalty: 3180.229980
	Iteration 2F: 3 clusters Score -1489951 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1490449.750000 Penalty: 3180.229980
	Iteration 3F: 3 clusters Score -1490450 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1491105.000000 Penalty: 3180.229980
	Iteration 4F: 3 clusters Score -1491105 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1491884.500000 Penalty: 3180.229980
	Iteration 5F: 3 clusters Score -1491884 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1492707.875000 Penalty: 3180.229980
	Iteration 6F: 3 clusters Score -1492708 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1493532.625000 Penalty: 3180.229980
	Iteration 7F: 3 clusters Score -1493533 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1494257.875000 Penalty: 3180.229980
	Iteration 8F: 3 clusters Score -1494258 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1494755.875000 Penalty: 3180.229980
	Iteration 9Q: 3 clusters Score -1494756 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1495108.875000 Penalty: 3180.229980
	Iteration 10Q: 3 clusters Score -1495109 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1495372.375000 Penalty: 3180.229980
	Iteration 11Q: 3 clusters Score -1495372 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1495543.875000 Penalty: 3180.229980
	Iteration 12Q: 3 clusters Score -1495544 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1495660.750000 Penalty: 3180.229980
	Iteration 13Q: 3 clusters Score -1495661 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1495726.625000 Penalty: 3180.229980
	Iteration 14Q: 3 clusters Score -1495727 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1495779.000000 Penalty: 3180.229980
	Iteration 15Q: 3 clusters Score -1495779 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1495822.625000 Penalty: 3180.229980
	Iteration 16Q: 3 clusters Score -1495823 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1495850.375000 Penalty: 3180.229980
	Iteration 17Q: 3 clusters Score -1495850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1495874.125000 Penalty: 3180.229980
	Iteration 18Q: 3 clusters Score -1495874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1495884.750000 Penalty: 3180.229980
	Iteration 19Q: 3 clusters Score -1495885 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1495901.125000 Penalty: 3180.229980
	Iteration 20F: 3 clusters Score -1495901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1495916.500000 Penalty: 3180.229980
	Iteration 21Q: 3 clusters Score -1495916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1495939.625000 Penalty: 3180.229980
	Iteration 22Q: 3 clusters Score -1495940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1495956.625000 Penalty: 3180.229980
	Iteration 23Q: 3 clusters Score -1495957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1495987.625000 Penalty: 3180.229980
	Iteration 24Q: 3 clusters Score -1495988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1496003.250000 Penalty: 3180.229980
	Iteration 25Q: 3 clusters Score -1496003 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1496031.250000 Penalty: 3180.229980
	Iteration 26Q: 3 clusters Score -1496031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1496061.625000 Penalty: 3180.229980
	Iteration 27Q: 3 clusters Score -1496062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1496089.250000 Penalty: 3180.229980
	Iteration 28Q: 3 clusters Score -1496089 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1496127.875000 Penalty: 3180.229980
	Iteration 29Q: 3 clusters Score -1496128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1496162.875000 Penalty: 3180.229980
	Iteration 30Q: 3 clusters Score -1496163 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1496205.625000 Penalty: 3180.229980
	Iteration 31Q: 3 clusters Score -1496206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1496251.875000 Penalty: 3180.229980
	Iteration 32Q: 3 clusters Score -1496252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1496308.625000 Penalty: 3180.229980
	Iteration 33Q: 3 clusters Score -1496309 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1496362.000000 Penalty: 3180.229980
	Iteration 34Q: 3 clusters Score -1496362 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1496412.750000 Penalty: 3180.229980
	Iteration 35Q: 3 clusters Score -1496413 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1496478.750000 Penalty: 3180.229980
	Iteration 36Q: 3 clusters Score -1496479 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1496567.000000 Penalty: 3180.229980
	Iteration 37Q: 3 clusters Score -1496567 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1496669.000000 Penalty: 3180.229980
	Iteration 38Q: 3 clusters Score -1496669 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1496768.875000 Penalty: 3180.229980
	Iteration 39Q: 3 clusters Score -1496769 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1496854.750000 Penalty: 3180.229980
	Iteration 40F: 3 clusters Score -1496855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1496936.125000 Penalty: 3180.229980
	Iteration 41Q: 3 clusters Score -1496936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1497027.750000 Penalty: 3180.229980
	Iteration 42Q: 3 clusters Score -1497028 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1497102.625000 Penalty: 3180.229980
	Iteration 43Q: 3 clusters Score -1497103 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1497176.875000 Penalty: 3180.229980
	Iteration 44Q: 3 clusters Score -1497177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1497229.875000 Penalty: 3180.229980
	Iteration 45Q: 3 clusters Score -1497230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1497265.000000 Penalty: 3180.229980
	Iteration 46Q: 3 clusters Score -1497265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1497306.000000 Penalty: 3180.229980
	Iteration 47Q: 3 clusters Score -1497306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1497321.250000 Penalty: 3180.229980
	Iteration 48Q: 3 clusters Score -1497321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1497339.250000 Penalty: 3180.229980
	Iteration 49Q: 3 clusters Score -1497339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1497355.375000 Penalty: 3180.229980
	Iteration 50Q: 3 clusters Score -1497355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1497363.750000 Penalty: 3180.229980
	Iteration 51Q: 3 clusters Score -1497364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1497369.125000 Penalty: 3180.229980
	Iteration 52Q: 3 clusters Score -1497369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1497372.375000 Penalty: 3180.229980
	Iteration 53Q: 3 clusters Score -1497372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1497377.750000 Penalty: 3180.229980
	Iteration 54Q: 3 clusters Score -1497378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1497373.250000 Penalty: 3180.229980
	Iteration 55Q: 3 clusters Score -1497373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1497377.875000 Penalty: 3180.229980
	Iteration 56Q: 3 clusters Score -1497378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1497383.000000 Penalty: 3180.229980
	Iteration 57Q: 3 clusters Score -1497383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1497387.375000 Penalty: 3180.229980
	Iteration 58Q: 3 clusters Score -1497387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1497387.250000 Penalty: 3180.229980
	Iteration 59Q: 3 clusters Score -1497387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1497388.750000 Penalty: 3180.229980
	Iteration 60F: 3 clusters Score -1497389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1497386.125000 Penalty: 3180.229980
	Iteration 61Q: 3 clusters Score -1497386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1497385.125000 Penalty: 3180.229980
	Iteration 62Q: 3 clusters Score -1497385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1497385.625000 Penalty: 3180.229980
	Iteration 63Q: 3 clusters Score -1497386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1497388.000000 Penalty: 3180.229980
	Iteration 64Q: 3 clusters Score -1497388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1497389.375000 Penalty: 3180.229980
	Iteration 65Q: 3 clusters Score -1497389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1497389.250000 Penalty: 3180.229980
	Iteration 66Q: 3 clusters Score -1497389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1497394.375000 Penalty: 3180.229980
	Iteration 67Q: 3 clusters Score -1497394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1497397.250000 Penalty: 3180.229980
	Iteration 68Q: 3 clusters Score -1497397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1497397.500000 Penalty: 3180.229980
	Iteration 69Q: 3 clusters Score -1497398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1497400.500000 Penalty: 3180.229980
	Iteration 70Q: 3 clusters Score -1497400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1497399.250000 Penalty: 3180.229980
	Iteration 71Q: 3 clusters Score -1497399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1497402.625000 Penalty: 3180.229980
	Iteration 72Q: 3 clusters Score -1497403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1497402.875000 Penalty: 3180.229980
	Iteration 73Q: 3 clusters Score -1497403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1497403.000000 Penalty: 3180.229980
	Iteration 74Q: 3 clusters Score -1497403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1497404.625000 Penalty: 3180.229980
	Iteration 75Q: 3 clusters Score -1497405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1497402.875000 Penalty: 3180.229980
	Iteration 76Q: 3 clusters Score -1497403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1497403.625000 Penalty: 3180.229980
	Iteration 77Q: 3 clusters Score -1497404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1497406.375000 Penalty: 3180.229980
	Iteration 78Q: 3 clusters Score -1497406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1497405.625000 Penalty: 3180.229980
	Iteration 79Q: 3 clusters Score -1497406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1497407.500000 Penalty: 3180.229980
	Iteration 80F: 3 clusters Score -1497408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1497406.000000 Penalty: 3180.229980
	Iteration 81Q: 3 clusters Score -1497406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1497406.375000 Penalty: 3180.229980
	Iteration 82Q: 3 clusters Score -1497406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1497406.000000 Penalty: 3180.229980
	Iteration 83Q: 3 clusters Score -1497406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1497405.750000 Penalty: 3180.229980
	Iteration 84Q: 3 clusters Score -1497406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1497405.875000 Penalty: 3180.229980
	Iteration 85Q: 3 clusters Score -1497406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1497405.875000 Penalty: 3180.229980
	Iteration 86F: 3 clusters Score -1497406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 158386 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 206345 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13963 members 
Mstep: Class 23 contains 62675 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 15538 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8222 members 
Mstep: Class 31 contains 13983 members 
Entering Unmasked Estep 
Score: -54421904.000000 Penalty: 67481.570312
Splitting cluster 16 changes total score from -54422388.000000 to -54421904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (12823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Entering Unmasked Estep 
Score: -1087419.875000 Penalty: 1537.086792
	Iteration 0F: 2 clusters Score -1087420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1078390.875000 Penalty: 3074.173584
	Iteration 0F: 3 clusters Score -1078391 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1081397.125000 Penalty: 3074.173584
	Iteration 1F: 3 clusters Score -1081397 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1081734.250000 Penalty: 3074.173584
	Iteration 2F: 3 clusters Score -1081734 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1082093.875000 Penalty: 3074.173584
	Iteration 3F: 3 clusters Score -1082094 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1082453.500000 Penalty: 3074.173584
	Iteration 4Q: 3 clusters Score -1082454 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1082821.125000 Penalty: 3074.173584
	Iteration 5Q: 3 clusters Score -1082821 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1083190.625000 Penalty: 3074.173584
	Iteration 6Q: 3 clusters Score -1083191 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1083563.125000 Penalty: 3074.173584
	Iteration 7Q: 3 clusters Score -1083563 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1083927.625000 Penalty: 3074.173584
	Iteration 8Q: 3 clusters Score -1083928 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1084264.000000 Penalty: 3074.173584
	Iteration 9Q: 3 clusters Score -1084264 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1084547.500000 Penalty: 3074.173584
	Iteration 10Q: 3 clusters Score -1084548 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1084771.000000 Penalty: 3074.173584
	Iteration 11Q: 3 clusters Score -1084771 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1084933.250000 Penalty: 3074.173584
	Iteration 12Q: 3 clusters Score -1084933 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1085074.375000 Penalty: 3074.173584
	Iteration 13Q: 3 clusters Score -1085074 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1085184.625000 Penalty: 3074.173584
	Iteration 14Q: 3 clusters Score -1085185 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1085274.625000 Penalty: 3074.173584
	Iteration 15Q: 3 clusters Score -1085275 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1085361.500000 Penalty: 3074.173584
	Iteration 16Q: 3 clusters Score -1085362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1085464.125000 Penalty: 3074.173584
	Iteration 17Q: 3 clusters Score -1085464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1085556.125000 Penalty: 3074.173584
	Iteration 18Q: 3 clusters Score -1085556 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1085636.750000 Penalty: 3074.173584
	Iteration 19Q: 3 clusters Score -1085637 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1085698.250000 Penalty: 3074.173584
	Iteration 20F: 3 clusters Score -1085698 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1085734.750000 Penalty: 3074.173584
	Iteration 21Q: 3 clusters Score -1085735 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1085769.875000 Penalty: 3074.173584
	Iteration 22Q: 3 clusters Score -1085770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1085806.750000 Penalty: 3074.173584
	Iteration 23Q: 3 clusters Score -1085807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1085842.125000 Penalty: 3074.173584
	Iteration 24Q: 3 clusters Score -1085842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1085869.000000 Penalty: 3074.173584
	Iteration 25Q: 3 clusters Score -1085869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1085893.500000 Penalty: 3074.173584
	Iteration 26Q: 3 clusters Score -1085894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1085912.250000 Penalty: 3074.173584
	Iteration 27Q: 3 clusters Score -1085912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1085936.875000 Penalty: 3074.173584
	Iteration 28Q: 3 clusters Score -1085937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1085955.250000 Penalty: 3074.173584
	Iteration 29Q: 3 clusters Score -1085955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1085970.750000 Penalty: 3074.173584
	Iteration 30Q: 3 clusters Score -1085971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1085988.500000 Penalty: 3074.173584
	Iteration 31Q: 3 clusters Score -1085988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1085999.750000 Penalty: 3074.173584
	Iteration 32Q: 3 clusters Score -1086000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1086013.250000 Penalty: 3074.173584
	Iteration 33Q: 3 clusters Score -1086013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1086019.125000 Penalty: 3074.173584
	Iteration 34Q: 3 clusters Score -1086019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1086033.625000 Penalty: 3074.173584
	Iteration 35Q: 3 clusters Score -1086034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1086044.375000 Penalty: 3074.173584
	Iteration 36Q: 3 clusters Score -1086044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1086051.625000 Penalty: 3074.173584
	Iteration 37Q: 3 clusters Score -1086052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1086063.000000 Penalty: 3074.173584
	Iteration 38Q: 3 clusters Score -1086063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1086069.750000 Penalty: 3074.173584
	Iteration 39Q: 3 clusters Score -1086070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1086077.250000 Penalty: 3074.173584
	Iteration 40F: 3 clusters Score -1086077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1086083.375000 Penalty: 3074.173584
	Iteration 41Q: 3 clusters Score -1086083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1086083.750000 Penalty: 3074.173584
	Iteration 42Q: 3 clusters Score -1086084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1086089.750000 Penalty: 3074.173584
	Iteration 43Q: 3 clusters Score -1086090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1086095.375000 Penalty: 3074.173584
	Iteration 44Q: 3 clusters Score -1086095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1086097.625000 Penalty: 3074.173584
	Iteration 45Q: 3 clusters Score -1086098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1086100.000000 Penalty: 3074.173584
	Iteration 46Q: 3 clusters Score -1086100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1086101.875000 Penalty: 3074.173584
	Iteration 47Q: 3 clusters Score -1086102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1086103.125000 Penalty: 3074.173584
	Iteration 48Q: 3 clusters Score -1086103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1086104.250000 Penalty: 3074.173584
	Iteration 49Q: 3 clusters Score -1086104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1086105.000000 Penalty: 3074.173584
	Iteration 50Q: 3 clusters Score -1086105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1086108.000000 Penalty: 3074.173584
	Iteration 51Q: 3 clusters Score -1086108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1086110.000000 Penalty: 3074.173584
	Iteration 52Q: 3 clusters Score -1086110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1086114.000000 Penalty: 3074.173584
	Iteration 53Q: 3 clusters Score -1086114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1086115.875000 Penalty: 3074.173584
	Iteration 54Q: 3 clusters Score -1086116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1086116.875000 Penalty: 3074.173584
	Iteration 55Q: 3 clusters Score -1086117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1086119.750000 Penalty: 3074.173584
	Iteration 56Q: 3 clusters Score -1086120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1086123.875000 Penalty: 3074.173584
	Iteration 57Q: 3 clusters Score -1086124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1086128.500000 Penalty: 3074.173584
	Iteration 58Q: 3 clusters Score -1086128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1086132.000000 Penalty: 3074.173584
	Iteration 59Q: 3 clusters Score -1086132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1086137.625000 Penalty: 3074.173584
	Iteration 60F: 3 clusters Score -1086138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1086143.250000 Penalty: 3074.173584
	Iteration 61Q: 3 clusters Score -1086143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1086148.125000 Penalty: 3074.173584
	Iteration 62Q: 3 clusters Score -1086148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1086150.875000 Penalty: 3074.173584
	Iteration 63Q: 3 clusters Score -1086151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1086153.000000 Penalty: 3074.173584
	Iteration 64Q: 3 clusters Score -1086153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1086156.000000 Penalty: 3074.173584
	Iteration 65Q: 3 clusters Score -1086156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1086162.125000 Penalty: 3074.173584
	Iteration 66Q: 3 clusters Score -1086162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1086162.625000 Penalty: 3074.173584
	Iteration 67Q: 3 clusters Score -1086163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1086162.875000 Penalty: 3074.173584
	Iteration 68Q: 3 clusters Score -1086163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1086162.875000 Penalty: 3074.173584
	Iteration 69F: 3 clusters Score -1086163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -143401.359375 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -143401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -141287.968750 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -141288 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -141949.484375 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -141949.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -142242.875000 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -142242.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -142471.625000 Penalty: 2490.149170
	Iteration 3F: 3 clusters Score -142471.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -142614.859375 Penalty: 2490.149170
	Iteration 4F: 3 clusters Score -142614.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -142724.968750 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -142725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -142808.828125 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -142808.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -142872.218750 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -142872.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -142914.375000 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -142914.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -142949.953125 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -142950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -142981.031250 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -142981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143015.343750 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -143015.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -143045.093750 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -143045.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143063.359375 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -143063.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -143071.421875 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -143071.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -143076.875000 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -143076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143079.546875 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -143079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -143081.000000 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -143081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143081.250000 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -143081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -143081.984375 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -143082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -143083.734375 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -143083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143085.250000 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -143085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -143086.953125 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -143087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -143092.203125 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -143092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143094.812500 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -143094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -143100.000000 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -143100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -143102.718750 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -143102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -143106.203125 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -143106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -143107.109375 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -143107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -143107.796875 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -143107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -143107.796875 Penalty: 2490.149170
	Iteration 30F: 3 clusters Score -143107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -315798.312500 Penalty: 1350.761841
	Iteration 0F: 2 clusters Score -315798.3 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 2069 members 
Entering Unmasked Estep 
Score: -312391.937500 Penalty: 2701.523682
	Iteration 0F: 3 clusters Score -312391.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -313348.500000 Penalty: 2701.523682
	Iteration 1F: 3 clusters Score -313348.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -313635.343750 Penalty: 2701.523682
	Iteration 2F: 3 clusters Score -313635.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -313867.843750 Penalty: 2701.523682
	Iteration 3F: 3 clusters Score -313867.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -314075.312500 Penalty: 2701.523682
	Iteration 4F: 3 clusters Score -314075.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -314333.031250 Penalty: 2701.523682
	Iteration 5F: 3 clusters Score -314333 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -314578.562500 Penalty: 2701.523682
	Iteration 6F: 3 clusters Score -314578.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -314749.718750 Penalty: 2701.523682
	Iteration 7Q: 3 clusters Score -314749.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -314882.281250 Penalty: 2701.523682
	Iteration 8Q: 3 clusters Score -314882.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -315009.500000 Penalty: 2701.523682
	Iteration 9Q: 3 clusters Score -315009.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -315100.281250 Penalty: 2701.523682
	Iteration 10Q: 3 clusters Score -315100.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -315164.312500 Penalty: 2701.523682
	Iteration 11Q: 3 clusters Score -315164.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -315225.843750 Penalty: 2701.523682
	Iteration 12Q: 3 clusters Score -315225.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -315284.781250 Penalty: 2701.523682
	Iteration 13Q: 3 clusters Score -315284.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -315342.843750 Penalty: 2701.523682
	Iteration 14Q: 3 clusters Score -315342.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -315391.937500 Penalty: 2701.523682
	Iteration 15Q: 3 clusters Score -315391.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -315435.750000 Penalty: 2701.523682
	Iteration 16Q: 3 clusters Score -315435.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -315474.843750 Penalty: 2701.523682
	Iteration 17Q: 3 clusters Score -315474.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -315509.406250 Penalty: 2701.523682
	Iteration 18Q: 3 clusters Score -315509.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -315546.187500 Penalty: 2701.523682
	Iteration 19Q: 3 clusters Score -315546.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -315590.343750 Penalty: 2701.523682
	Iteration 20F: 3 clusters Score -315590.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -315634.750000 Penalty: 2701.523682
	Iteration 21Q: 3 clusters Score -315634.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -315689.187500 Penalty: 2701.523682
	Iteration 22Q: 3 clusters Score -315689.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -315731.843750 Penalty: 2701.523682
	Iteration 23Q: 3 clusters Score -315731.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -315764.125000 Penalty: 2701.523682
	Iteration 24Q: 3 clusters Score -315764.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -315792.156250 Penalty: 2701.523682
	Iteration 25Q: 3 clusters Score -315792.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -315813.750000 Penalty: 2701.523682
	Iteration 26Q: 3 clusters Score -315813.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -315833.500000 Penalty: 2701.523682
	Iteration 27Q: 3 clusters Score -315833.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -315849.812500 Penalty: 2701.523682
	Iteration 28Q: 3 clusters Score -315849.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -315865.343750 Penalty: 2701.523682
	Iteration 29Q: 3 clusters Score -315865.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -315876.187500 Penalty: 2701.523682
	Iteration 30Q: 3 clusters Score -315876.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -315883.968750 Penalty: 2701.523682
	Iteration 31Q: 3 clusters Score -315884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315893.531250 Penalty: 2701.523682
	Iteration 32Q: 3 clusters Score -315893.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -315901.906250 Penalty: 2701.523682
	Iteration 33Q: 3 clusters Score -315901.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -315907.937500 Penalty: 2701.523682
	Iteration 34Q: 3 clusters Score -315907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -315913.281250 Penalty: 2701.523682
	Iteration 35Q: 3 clusters Score -315913.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -315918.250000 Penalty: 2701.523682
	Iteration 36Q: 3 clusters Score -315918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315921.406250 Penalty: 2701.523682
	Iteration 37Q: 3 clusters Score -315921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315923.687500 Penalty: 2701.523682
	Iteration 38Q: 3 clusters Score -315923.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -315926.281250 Penalty: 2701.523682
	Iteration 39Q: 3 clusters Score -315926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -315927.656250 Penalty: 2701.523682
	Iteration 40F: 3 clusters Score -315927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315928.812500 Penalty: 2701.523682
	Iteration 41Q: 3 clusters Score -315928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315930.000000 Penalty: 2701.523682
	Iteration 42Q: 3 clusters Score -315930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -315931.656250 Penalty: 2701.523682
	Iteration 43Q: 3 clusters Score -315931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315934.968750 Penalty: 2701.523682
	Iteration 44Q: 3 clusters Score -315935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -315937.562500 Penalty: 2701.523682
	Iteration 45Q: 3 clusters Score -315937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -315938.656250 Penalty: 2701.523682
	Iteration 46Q: 3 clusters Score -315938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315938.875000 Penalty: 2701.523682
	Iteration 47Q: 3 clusters Score -315938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -315940.625000 Penalty: 2701.523682
	Iteration 48Q: 3 clusters Score -315940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -315941.593750 Penalty: 2701.523682
	Iteration 49Q: 3 clusters Score -315941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -315942.218750 Penalty: 2701.523682
	Iteration 50Q: 3 clusters Score -315942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315942.750000 Penalty: 2701.523682
	Iteration 51Q: 3 clusters Score -315942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315942.750000 Penalty: 2701.523682
	Iteration 52F: 3 clusters Score -315942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 158386 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 206345 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13963 members 
Mstep: Class 23 contains 62675 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 15538 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8222 members 
Mstep: Class 31 contains 1180 members 
Entering Unmasked Estep 
Score: -54421732.000000 Penalty: 67481.570312
Splitting cluster 19 changes total score from -54422388.000000 to -54421732.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (11985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Entering Unmasked Estep 
Score: -1031829.562500 Penalty: 1526.104248
	Iteration 0F: 2 clusters Score -1031830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1023417.562500 Penalty: 3052.208496
	Iteration 0F: 3 clusters Score -1023418 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1026218.125000 Penalty: 3052.208496
	Iteration 1F: 3 clusters Score -1026218 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1026446.000000 Penalty: 3052.208496
	Iteration 2F: 3 clusters Score -1026446 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1026585.125000 Penalty: 3052.208496
	Iteration 3Q: 3 clusters Score -1026585 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1026695.937500 Penalty: 3052.208496
	Iteration 4Q: 3 clusters Score -1026696 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1026786.750000 Penalty: 3052.208496
	Iteration 5Q: 3 clusters Score -1026787 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1026874.000000 Penalty: 3052.208496
	Iteration 6Q: 3 clusters Score -1026874 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1026973.562500 Penalty: 3052.208496
	Iteration 7Q: 3 clusters Score -1026974 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1027086.125000 Penalty: 3052.208496
	Iteration 8Q: 3 clusters Score -1027086 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1027197.812500 Penalty: 3052.208496
	Iteration 9Q: 3 clusters Score -1027198 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1027325.937500 Penalty: 3052.208496
	Iteration 10Q: 3 clusters Score -1027326 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1027498.500000 Penalty: 3052.208496
	Iteration 11Q: 3 clusters Score -1027498 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1027694.375000 Penalty: 3052.208496
	Iteration 12Q: 3 clusters Score -1027694 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1027897.375000 Penalty: 3052.208496
	Iteration 13Q: 3 clusters Score -1027897 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1028128.000000 Penalty: 3052.208496
	Iteration 14Q: 3 clusters Score -1028128 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1028351.687500 Penalty: 3052.208496
	Iteration 15Q: 3 clusters Score -1028352 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1028551.125000 Penalty: 3052.208496
	Iteration 16Q: 3 clusters Score -1028551 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1028718.375000 Penalty: 3052.208496
	Iteration 17Q: 3 clusters Score -1028718 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1028862.062500 Penalty: 3052.208496
	Iteration 18Q: 3 clusters Score -1028862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1028977.500000 Penalty: 3052.208496
	Iteration 19Q: 3 clusters Score -1028978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1029054.000000 Penalty: 3052.208496
	Iteration 20F: 3 clusters Score -1029054 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1029110.187500 Penalty: 3052.208496
	Iteration 21Q: 3 clusters Score -1029110 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1029146.187500 Penalty: 3052.208496
	Iteration 22Q: 3 clusters Score -1029146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1029178.500000 Penalty: 3052.208496
	Iteration 23Q: 3 clusters Score -1029178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1029221.875000 Penalty: 3052.208496
	Iteration 24Q: 3 clusters Score -1029222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1029262.625000 Penalty: 3052.208496
	Iteration 25Q: 3 clusters Score -1029263 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1029306.437500 Penalty: 3052.208496
	Iteration 26Q: 3 clusters Score -1029306 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1029349.375000 Penalty: 3052.208496
	Iteration 27Q: 3 clusters Score -1029349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1029387.875000 Penalty: 3052.208496
	Iteration 28Q: 3 clusters Score -1029388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1029418.812500 Penalty: 3052.208496
	Iteration 29Q: 3 clusters Score -1029419 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1029446.250000 Penalty: 3052.208496
	Iteration 30Q: 3 clusters Score -1029446 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1029484.187500 Penalty: 3052.208496
	Iteration 31Q: 3 clusters Score -1029484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1029520.812500 Penalty: 3052.208496
	Iteration 32Q: 3 clusters Score -1029521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1029571.375000 Penalty: 3052.208496
	Iteration 33Q: 3 clusters Score -1029571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1029619.000000 Penalty: 3052.208496
	Iteration 34Q: 3 clusters Score -1029619 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1029662.187500 Penalty: 3052.208496
	Iteration 35Q: 3 clusters Score -1029662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1029716.062500 Penalty: 3052.208496
	Iteration 36Q: 3 clusters Score -1029716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1029780.812500 Penalty: 3052.208496
	Iteration 37Q: 3 clusters Score -1029781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1029853.375000 Penalty: 3052.208496
	Iteration 38Q: 3 clusters Score -1029853 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1029911.875000 Penalty: 3052.208496
	Iteration 39Q: 3 clusters Score -1029912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1029960.875000 Penalty: 3052.208496
	Iteration 40F: 3 clusters Score -1029961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1030002.500000 Penalty: 3052.208496
	Iteration 41Q: 3 clusters Score -1030002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1030045.125000 Penalty: 3052.208496
	Iteration 42Q: 3 clusters Score -1030045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1030091.875000 Penalty: 3052.208496
	Iteration 43Q: 3 clusters Score -1030092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1030122.375000 Penalty: 3052.208496
	Iteration 44Q: 3 clusters Score -1030122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1030147.500000 Penalty: 3052.208496
	Iteration 45Q: 3 clusters Score -1030148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1030173.000000 Penalty: 3052.208496
	Iteration 46Q: 3 clusters Score -1030173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1030197.062500 Penalty: 3052.208496
	Iteration 47Q: 3 clusters Score -1030197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1030221.625000 Penalty: 3052.208496
	Iteration 48Q: 3 clusters Score -1030222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1030247.375000 Penalty: 3052.208496
	Iteration 49Q: 3 clusters Score -1030247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1030271.562500 Penalty: 3052.208496
	Iteration 50Q: 3 clusters Score -1030272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1030285.125000 Penalty: 3052.208496
	Iteration 51Q: 3 clusters Score -1030285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1030300.000000 Penalty: 3052.208496
	Iteration 52Q: 3 clusters Score -1030300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1030314.250000 Penalty: 3052.208496
	Iteration 53Q: 3 clusters Score -1030314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1030327.062500 Penalty: 3052.208496
	Iteration 54Q: 3 clusters Score -1030327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1030334.812500 Penalty: 3052.208496
	Iteration 55Q: 3 clusters Score -1030335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1030339.312500 Penalty: 3052.208496
	Iteration 56Q: 3 clusters Score -1030339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1030351.875000 Penalty: 3052.208496
	Iteration 57Q: 3 clusters Score -1030352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1030365.000000 Penalty: 3052.208496
	Iteration 58Q: 3 clusters Score -1030365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1030382.750000 Penalty: 3052.208496
	Iteration 59Q: 3 clusters Score -1030383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1030402.375000 Penalty: 3052.208496
	Iteration 60F: 3 clusters Score -1030402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1030413.062500 Penalty: 3052.208496
	Iteration 61Q: 3 clusters Score -1030413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1030425.062500 Penalty: 3052.208496
	Iteration 62Q: 3 clusters Score -1030425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1030441.562500 Penalty: 3052.208496
	Iteration 63Q: 3 clusters Score -1030442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1030460.062500 Penalty: 3052.208496
	Iteration 64Q: 3 clusters Score -1030460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1030474.812500 Penalty: 3052.208496
	Iteration 65Q: 3 clusters Score -1030475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1030485.187500 Penalty: 3052.208496
	Iteration 66Q: 3 clusters Score -1030485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1030494.687500 Penalty: 3052.208496
	Iteration 67Q: 3 clusters Score -1030495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1030501.187500 Penalty: 3052.208496
	Iteration 68Q: 3 clusters Score -1030501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1030509.750000 Penalty: 3052.208496
	Iteration 69Q: 3 clusters Score -1030510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1030514.437500 Penalty: 3052.208496
	Iteration 70Q: 3 clusters Score -1030514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1030522.000000 Penalty: 3052.208496
	Iteration 71Q: 3 clusters Score -1030522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1030529.250000 Penalty: 3052.208496
	Iteration 72Q: 3 clusters Score -1030529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1030530.750000 Penalty: 3052.208496
	Iteration 73Q: 3 clusters Score -1030531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1030531.750000 Penalty: 3052.208496
	Iteration 74Q: 3 clusters Score -1030532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1030534.312500 Penalty: 3052.208496
	Iteration 75Q: 3 clusters Score -1030534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1030536.312500 Penalty: 3052.208496
	Iteration 76Q: 3 clusters Score -1030536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1030537.187500 Penalty: 3052.208496
	Iteration 77Q: 3 clusters Score -1030537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1030540.125000 Penalty: 3052.208496
	Iteration 78Q: 3 clusters Score -1030540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1030546.562500 Penalty: 3052.208496
	Iteration 79Q: 3 clusters Score -1030547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1030549.250000 Penalty: 3052.208496
	Iteration 80F: 3 clusters Score -1030549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1030551.625000 Penalty: 3052.208496
	Iteration 81Q: 3 clusters Score -1030552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1030554.937500 Penalty: 3052.208496
	Iteration 82Q: 3 clusters Score -1030555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1030554.937500 Penalty: 3052.208496
	Iteration 83Q: 3 clusters Score -1030555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1030554.937500 Penalty: 3052.208496
	Iteration 84F: 3 clusters Score -1030555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -581351.562500 Penalty: 1439.808105
	Iteration 0F: 2 clusters Score -581351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -576092.500000 Penalty: 2879.616211
	Iteration 0F: 3 clusters Score -576092.5 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -577820.750000 Penalty: 2879.616211
	Iteration 1F: 3 clusters Score -577820.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -578090.875000 Penalty: 2879.616211
	Iteration 2F: 3 clusters Score -578090.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -578310.500000 Penalty: 2879.616211
	Iteration 3F: 3 clusters Score -578310.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -578508.937500 Penalty: 2879.616211
	Iteration 4F: 3 clusters Score -578508.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -578712.250000 Penalty: 2879.616211
	Iteration 5Q: 3 clusters Score -578712.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -578941.687500 Penalty: 2879.616211
	Iteration 6Q: 3 clusters Score -578941.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -579117.062500 Penalty: 2879.616211
	Iteration 7Q: 3 clusters Score -579117.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -579256.687500 Penalty: 2879.616211
	Iteration 8Q: 3 clusters Score -579256.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -579389.062500 Penalty: 2879.616211
	Iteration 9Q: 3 clusters Score -579389.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -579503.375000 Penalty: 2879.616211
	Iteration 10Q: 3 clusters Score -579503.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -579594.250000 Penalty: 2879.616211
	Iteration 11Q: 3 clusters Score -579594.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -579646.250000 Penalty: 2879.616211
	Iteration 12Q: 3 clusters Score -579646.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -579676.937500 Penalty: 2879.616211
	Iteration 13Q: 3 clusters Score -579676.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -579701.437500 Penalty: 2879.616211
	Iteration 14Q: 3 clusters Score -579701.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -579724.750000 Penalty: 2879.616211
	Iteration 15Q: 3 clusters Score -579724.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -579743.437500 Penalty: 2879.616211
	Iteration 16Q: 3 clusters Score -579743.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -579749.687500 Penalty: 2879.616211
	Iteration 17Q: 3 clusters Score -579749.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -579754.125000 Penalty: 2879.616211
	Iteration 18Q: 3 clusters Score -579754.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -579760.250000 Penalty: 2879.616211
	Iteration 19Q: 3 clusters Score -579760.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -579763.937500 Penalty: 2879.616211
	Iteration 20F: 3 clusters Score -579763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -579765.375000 Penalty: 2879.616211
	Iteration 21Q: 3 clusters Score -579765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -579767.000000 Penalty: 2879.616211
	Iteration 22Q: 3 clusters Score -579767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -579768.125000 Penalty: 2879.616211
	Iteration 23Q: 3 clusters Score -579768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -579767.375000 Penalty: 2879.616211
	Iteration 24Q: 3 clusters Score -579767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -579768.312500 Penalty: 2879.616211
	Iteration 25Q: 3 clusters Score -579768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -579768.000000 Penalty: 2879.616211
	Iteration 26Q: 3 clusters Score -579768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -579768.375000 Penalty: 2879.616211
	Iteration 27Q: 3 clusters Score -579768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -579768.562500 Penalty: 2879.616211
	Iteration 28Q: 3 clusters Score -579768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -579768.187500 Penalty: 2879.616211
	Iteration 29Q: 3 clusters Score -579768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -579769.437500 Penalty: 2879.616211
	Iteration 30Q: 3 clusters Score -579769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -579768.937500 Penalty: 2879.616211
	Iteration 31Q: 3 clusters Score -579768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -579769.375000 Penalty: 2879.616211
	Iteration 32Q: 3 clusters Score -579769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -579769.437500 Penalty: 2879.616211
	Iteration 33Q: 3 clusters Score -579769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -579770.250000 Penalty: 2879.616211
	Iteration 34Q: 3 clusters Score -579770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -579771.125000 Penalty: 2879.616211
	Iteration 35Q: 3 clusters Score -579771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -579771.687500 Penalty: 2879.616211
	Iteration 36Q: 3 clusters Score -579771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -579772.500000 Penalty: 2879.616211
	Iteration 37Q: 3 clusters Score -579772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -579773.937500 Penalty: 2879.616211
	Iteration 38Q: 3 clusters Score -579773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -579773.812500 Penalty: 2879.616211
	Iteration 39Q: 3 clusters Score -579773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -579772.437500 Penalty: 2879.616211
	Iteration 40F: 3 clusters Score -579772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -579773.562500 Penalty: 2879.616211
	Iteration 41Q: 3 clusters Score -579773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -579773.562500 Penalty: 2879.616211
	Iteration 42F: 3 clusters Score -579773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Entering Unmasked Estep 
Score: -1174439.000000 Penalty: 1550.927124
	Iteration 0F: 2 clusters Score -1174439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1164685.250000 Penalty: 3101.854248
	Iteration 0F: 3 clusters Score -1164685 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1168119.250000 Penalty: 3101.854248
	Iteration 1F: 3 clusters Score -1168119 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1168513.500000 Penalty: 3101.854248
	Iteration 2F: 3 clusters Score -1168514 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1168903.125000 Penalty: 3101.854248
	Iteration 3F: 3 clusters Score -1168903 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1169227.625000 Penalty: 3101.854248
	Iteration 4F: 3 clusters Score -1169228 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1169565.000000 Penalty: 3101.854248
	Iteration 5F: 3 clusters Score -1169565 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1169928.500000 Penalty: 3101.854248
	Iteration 6Q: 3 clusters Score -1169928 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1170347.750000 Penalty: 3101.854248
	Iteration 7Q: 3 clusters Score -1170348 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1170805.875000 Penalty: 3101.854248
	Iteration 8Q: 3 clusters Score -1170806 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1171230.125000 Penalty: 3101.854248
	Iteration 9Q: 3 clusters Score -1171230 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1171655.625000 Penalty: 3101.854248
	Iteration 10Q: 3 clusters Score -1171656 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1171970.250000 Penalty: 3101.854248
	Iteration 11Q: 3 clusters Score -1171970 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1172165.750000 Penalty: 3101.854248
	Iteration 12Q: 3 clusters Score -1172166 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1172303.875000 Penalty: 3101.854248
	Iteration 13Q: 3 clusters Score -1172304 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1172408.375000 Penalty: 3101.854248
	Iteration 14Q: 3 clusters Score -1172408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1172494.000000 Penalty: 3101.854248
	Iteration 15Q: 3 clusters Score -1172494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1172558.875000 Penalty: 3101.854248
	Iteration 16Q: 3 clusters Score -1172559 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1172600.625000 Penalty: 3101.854248
	Iteration 17Q: 3 clusters Score -1172601 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1172638.875000 Penalty: 3101.854248
	Iteration 18Q: 3 clusters Score -1172639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1172666.375000 Penalty: 3101.854248
	Iteration 19Q: 3 clusters Score -1172666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1172692.375000 Penalty: 3101.854248
	Iteration 20F: 3 clusters Score -1172692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1172727.875000 Penalty: 3101.854248
	Iteration 21Q: 3 clusters Score -1172728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1172767.625000 Penalty: 3101.854248
	Iteration 22Q: 3 clusters Score -1172768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1172811.000000 Penalty: 3101.854248
	Iteration 23Q: 3 clusters Score -1172811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1172855.125000 Penalty: 3101.854248
	Iteration 24Q: 3 clusters Score -1172855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1172892.625000 Penalty: 3101.854248
	Iteration 25Q: 3 clusters Score -1172893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1172915.000000 Penalty: 3101.854248
	Iteration 26Q: 3 clusters Score -1172915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1172937.500000 Penalty: 3101.854248
	Iteration 27Q: 3 clusters Score -1172938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1172963.750000 Penalty: 3101.854248
	Iteration 28Q: 3 clusters Score -1172964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1172978.125000 Penalty: 3101.854248
	Iteration 29Q: 3 clusters Score -1172978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1172991.375000 Penalty: 3101.854248
	Iteration 30Q: 3 clusters Score -1172991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1173013.625000 Penalty: 3101.854248
	Iteration 31Q: 3 clusters Score -1173014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1173024.500000 Penalty: 3101.854248
	Iteration 32Q: 3 clusters Score -1173024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1173038.750000 Penalty: 3101.854248
	Iteration 33Q: 3 clusters Score -1173039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1173055.125000 Penalty: 3101.854248
	Iteration 34Q: 3 clusters Score -1173055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1173067.125000 Penalty: 3101.854248
	Iteration 35Q: 3 clusters Score -1173067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1173074.500000 Penalty: 3101.854248
	Iteration 36Q: 3 clusters Score -1173074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1173088.250000 Penalty: 3101.854248
	Iteration 37Q: 3 clusters Score -1173088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1173096.750000 Penalty: 3101.854248
	Iteration 38Q: 3 clusters Score -1173097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1173102.375000 Penalty: 3101.854248
	Iteration 39Q: 3 clusters Score -1173102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1173109.875000 Penalty: 3101.854248
	Iteration 40F: 3 clusters Score -1173110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1173116.875000 Penalty: 3101.854248
	Iteration 41Q: 3 clusters Score -1173117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1173125.125000 Penalty: 3101.854248
	Iteration 42Q: 3 clusters Score -1173125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1173128.000000 Penalty: 3101.854248
	Iteration 43Q: 3 clusters Score -1173128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1173133.250000 Penalty: 3101.854248
	Iteration 44Q: 3 clusters Score -1173133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1173139.250000 Penalty: 3101.854248
	Iteration 45Q: 3 clusters Score -1173139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1173141.500000 Penalty: 3101.854248
	Iteration 46Q: 3 clusters Score -1173142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1173144.875000 Penalty: 3101.854248
	Iteration 47Q: 3 clusters Score -1173145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1173148.875000 Penalty: 3101.854248
	Iteration 48Q: 3 clusters Score -1173149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1173152.875000 Penalty: 3101.854248
	Iteration 49Q: 3 clusters Score -1173153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1173150.750000 Penalty: 3101.854248
	Iteration 50Q: 3 clusters Score -1173151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1173153.375000 Penalty: 3101.854248
	Iteration 51Q: 3 clusters Score -1173153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1173154.250000 Penalty: 3101.854248
	Iteration 52Q: 3 clusters Score -1173154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1173158.000000 Penalty: 3101.854248
	Iteration 53Q: 3 clusters Score -1173158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1173162.375000 Penalty: 3101.854248
	Iteration 54Q: 3 clusters Score -1173162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1173167.500000 Penalty: 3101.854248
	Iteration 55Q: 3 clusters Score -1173168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1173170.750000 Penalty: 3101.854248
	Iteration 56Q: 3 clusters Score -1173171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1173172.625000 Penalty: 3101.854248
	Iteration 57Q: 3 clusters Score -1173173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1173178.000000 Penalty: 3101.854248
	Iteration 58Q: 3 clusters Score -1173178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1173181.750000 Penalty: 3101.854248
	Iteration 59Q: 3 clusters Score -1173182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1173184.375000 Penalty: 3101.854248
	Iteration 60F: 3 clusters Score -1173184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1173185.125000 Penalty: 3101.854248
	Iteration 61Q: 3 clusters Score -1173185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1173186.375000 Penalty: 3101.854248
	Iteration 62Q: 3 clusters Score -1173186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1173186.750000 Penalty: 3101.854248
	Iteration 63Q: 3 clusters Score -1173187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1173187.750000 Penalty: 3101.854248
	Iteration 64Q: 3 clusters Score -1173188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1173188.375000 Penalty: 3101.854248
	Iteration 65Q: 3 clusters Score -1173188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1173188.750000 Penalty: 3101.854248
	Iteration 66Q: 3 clusters Score -1173189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1173188.375000 Penalty: 3101.854248
	Iteration 67Q: 3 clusters Score -1173188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1173187.625000 Penalty: 3101.854248
	Iteration 68Q: 3 clusters Score -1173188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1173187.625000 Penalty: 3101.854248
	Iteration 69F: 3 clusters Score -1173188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Entering Unmasked Estep 
Score: -5385071.500000 Penalty: 1794.929199
	Iteration 0F: 2 clusters Score -5385072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -5343253.500000 Penalty: 3589.858398
	Iteration 0F: 3 clusters Score -5343254 nChanged 29584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5360298.500000 Penalty: 3589.858398
	Iteration 1F: 3 clusters Score -5360298 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5361135.500000 Penalty: 3589.858398
	Iteration 2Q: 3 clusters Score -5361136 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5362280.500000 Penalty: 3589.858398
	Iteration 3Q: 3 clusters Score -5362280 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5364001.500000 Penalty: 3589.858398
	Iteration 4F: 3 clusters Score -5364002 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5366320.500000 Penalty: 3589.858398
	Iteration 5F: 3 clusters Score -5366320 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5369410.000000 Penalty: 3589.858398
	Iteration 6F: 3 clusters Score -5369410 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5372974.000000 Penalty: 3589.858398
	Iteration 7F: 3 clusters Score -5372974 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -5376159.500000 Penalty: 3589.858398
	Iteration 8F: 3 clusters Score -5376160 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5378608.000000 Penalty: 3589.858398
	Iteration 9Q: 3 clusters Score -5378608 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -5380288.000000 Penalty: 3589.858398
	Iteration 10Q: 3 clusters Score -5380288 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5381440.500000 Penalty: 3589.858398
	Iteration 11Q: 3 clusters Score -5381440 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5382204.000000 Penalty: 3589.858398
	Iteration 12Q: 3 clusters Score -5382204 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5382762.500000 Penalty: 3589.858398
	Iteration 13Q: 3 clusters Score -5382762 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5383098.500000 Penalty: 3589.858398
	Iteration 14Q: 3 clusters Score -5383098 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5383310.000000 Penalty: 3589.858398
	Iteration 15Q: 3 clusters Score -5383310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5383460.500000 Penalty: 3589.858398
	Iteration 16Q: 3 clusters Score -5383460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5383533.000000 Penalty: 3589.858398
	Iteration 17Q: 3 clusters Score -5383533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5383583.000000 Penalty: 3589.858398
	Iteration 18Q: 3 clusters Score -5383583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5383600.000000 Penalty: 3589.858398
	Iteration 19Q: 3 clusters Score -5383600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5383622.500000 Penalty: 3589.858398
	Iteration 20F: 3 clusters Score -5383622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5383645.000000 Penalty: 3589.858398
	Iteration 21Q: 3 clusters Score -5383645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5383652.500000 Penalty: 3589.858398
	Iteration 22Q: 3 clusters Score -5383652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5383650.000000 Penalty: 3589.858398
	Iteration 23Q: 3 clusters Score -5383650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5383657.000000 Penalty: 3589.858398
	Iteration 24Q: 3 clusters Score -5383657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5383658.500000 Penalty: 3589.858398
	Iteration 25Q: 3 clusters Score -5383658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5383659.500000 Penalty: 3589.858398
	Iteration 26Q: 3 clusters Score -5383660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5383660.000000 Penalty: 3589.858398
	Iteration 27Q: 3 clusters Score -5383660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5383663.000000 Penalty: 3589.858398
	Iteration 28Q: 3 clusters Score -5383663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5383664.500000 Penalty: 3589.858398
	Iteration 29Q: 3 clusters Score -5383664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5383664.000000 Penalty: 3589.858398
	Iteration 30Q: 3 clusters Score -5383664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5383665.000000 Penalty: 3589.858398
	Iteration 31Q: 3 clusters Score -5383665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5383669.000000 Penalty: 3589.858398
	Iteration 32Q: 3 clusters Score -5383669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5383671.000000 Penalty: 3589.858398
	Iteration 33Q: 3 clusters Score -5383671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5383674.000000 Penalty: 3589.858398
	Iteration 34Q: 3 clusters Score -5383674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5383675.000000 Penalty: 3589.858398
	Iteration 35Q: 3 clusters Score -5383675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5383671.500000 Penalty: 3589.858398
	Iteration 36Q: 3 clusters Score -5383672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5383671.500000 Penalty: 3589.858398
	Iteration 37Q: 3 clusters Score -5383672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5383676.500000 Penalty: 3589.858398
	Iteration 38Q: 3 clusters Score -5383676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5383673.000000 Penalty: 3589.858398
	Iteration 39Q: 3 clusters Score -5383673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5383677.500000 Penalty: 3589.858398
	Iteration 40F: 3 clusters Score -5383678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5383678.500000 Penalty: 3589.858398
	Iteration 41Q: 3 clusters Score -5383678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5383676.500000 Penalty: 3589.858398
	Iteration 42Q: 3 clusters Score -5383676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5383675.500000 Penalty: 3589.858398
	Iteration 43Q: 3 clusters Score -5383676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5383679.000000 Penalty: 3589.858398
	Iteration 44Q: 3 clusters Score -5383679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5383675.500000 Penalty: 3589.858398
	Iteration 45Q: 3 clusters Score -5383676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5383675.500000 Penalty: 3589.858398
	Iteration 46F: 3 clusters Score -5383676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -197311.890625 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -197311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -194976.156250 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -194976.2 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -195484.625000 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -195484.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -195608.531250 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -195608.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -195708.015625 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -195708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -195796.531250 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -195796.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -195864.171875 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -195864.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -195928.203125 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -195928.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -196002.468750 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -196002.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -196062.000000 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -196062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -196118.812500 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -196118.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -196176.656250 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -196176.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -196231.875000 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -196231.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -196258.265625 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -196258.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -196279.296875 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -196279.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -196297.546875 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -196297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -196308.203125 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -196308.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -196314.718750 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -196314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -196318.750000 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -196318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -196322.156250 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -196322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -196324.343750 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -196324.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -196326.359375 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -196326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -196329.453125 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -196329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -196333.312500 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -196333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -196335.453125 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -196335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -196337.437500 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -196337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -196339.718750 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -196339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -196343.640625 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -196343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -196347.562500 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -196347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -196350.125000 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -196350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -196352.375000 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -196352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -196353.296875 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -196353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -196354.359375 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -196354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -196356.093750 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -196356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -196358.437500 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -196358.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -196361.250000 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -196361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -196362.875000 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -196362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -196363.750000 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -196363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -196364.640625 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -196364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -196364.640625 Penalty: 2528.734131
	Iteration 38F: 3 clusters Score -196364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -616583.375000 Penalty: 1443.320923
	Iteration 0F: 2 clusters Score -616583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -611191.125000 Penalty: 2886.641846
	Iteration 0F: 3 clusters Score -611191.1 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -612919.187500 Penalty: 2886.641846
	Iteration 1F: 3 clusters Score -612919.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -613153.562500 Penalty: 2886.641846
	Iteration 2F: 3 clusters Score -613153.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -613340.937500 Penalty: 2886.641846
	Iteration 3F: 3 clusters Score -613340.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -613515.312500 Penalty: 2886.641846
	Iteration 4Q: 3 clusters Score -613515.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -613752.125000 Penalty: 2886.641846
	Iteration 5Q: 3 clusters Score -613752.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -614090.375000 Penalty: 2886.641846
	Iteration 6F: 3 clusters Score -614090.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -614392.937500 Penalty: 2886.641846
	Iteration 7F: 3 clusters Score -614392.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -614657.812500 Penalty: 2886.641846
	Iteration 8F: 3 clusters Score -614657.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -614934.937500 Penalty: 2886.641846
	Iteration 9Q: 3 clusters Score -614934.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -615176.562500 Penalty: 2886.641846
	Iteration 10Q: 3 clusters Score -615176.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -615338.375000 Penalty: 2886.641846
	Iteration 11Q: 3 clusters Score -615338.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -615425.750000 Penalty: 2886.641846
	Iteration 12Q: 3 clusters Score -615425.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -615502.500000 Penalty: 2886.641846
	Iteration 13Q: 3 clusters Score -615502.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -615568.437500 Penalty: 2886.641846
	Iteration 14Q: 3 clusters Score -615568.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -615637.250000 Penalty: 2886.641846
	Iteration 15Q: 3 clusters Score -615637.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -615702.562500 Penalty: 2886.641846
	Iteration 16Q: 3 clusters Score -615702.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -615733.937500 Penalty: 2886.641846
	Iteration 17Q: 3 clusters Score -615733.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -615756.875000 Penalty: 2886.641846
	Iteration 18Q: 3 clusters Score -615756.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -615775.625000 Penalty: 2886.641846
	Iteration 19Q: 3 clusters Score -615775.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -615794.937500 Penalty: 2886.641846
	Iteration 20F: 3 clusters Score -615794.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -615816.437500 Penalty: 2886.641846
	Iteration 21Q: 3 clusters Score -615816.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -615833.875000 Penalty: 2886.641846
	Iteration 22Q: 3 clusters Score -615833.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -615846.812500 Penalty: 2886.641846
	Iteration 23Q: 3 clusters Score -615846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -615858.750000 Penalty: 2886.641846
	Iteration 24Q: 3 clusters Score -615858.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -615865.062500 Penalty: 2886.641846
	Iteration 25Q: 3 clusters Score -615865.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -615869.625000 Penalty: 2886.641846
	Iteration 26Q: 3 clusters Score -615869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -615874.812500 Penalty: 2886.641846
	Iteration 27Q: 3 clusters Score -615874.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -615880.000000 Penalty: 2886.641846
	Iteration 28Q: 3 clusters Score -615880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -615884.312500 Penalty: 2886.641846
	Iteration 29Q: 3 clusters Score -615884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -615888.125000 Penalty: 2886.641846
	Iteration 30Q: 3 clusters Score -615888.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -615891.312500 Penalty: 2886.641846
	Iteration 31Q: 3 clusters Score -615891.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -615893.500000 Penalty: 2886.641846
	Iteration 32Q: 3 clusters Score -615893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -615893.562500 Penalty: 2886.641846
	Iteration 33Q: 3 clusters Score -615893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -615895.125000 Penalty: 2886.641846
	Iteration 34Q: 3 clusters Score -615895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -615895.125000 Penalty: 2886.641846
	Iteration 35F: 3 clusters Score -615895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -305003.437500 Penalty: 1346.026733
	Iteration 0F: 2 clusters Score -305003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -301663.093750 Penalty: 2692.053467
	Iteration 0F: 3 clusters Score -301663.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -302666.468750 Penalty: 2692.053467
	Iteration 1F: 3 clusters Score -302666.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -303086.531250 Penalty: 2692.053467
	Iteration 2F: 3 clusters Score -303086.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -303495.468750 Penalty: 2692.053467
	Iteration 3F: 3 clusters Score -303495.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -303783.437500 Penalty: 2692.053467
	Iteration 4F: 3 clusters Score -303783.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -303959.343750 Penalty: 2692.053467
	Iteration 5F: 3 clusters Score -303959.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -304085.812500 Penalty: 2692.053467
	Iteration 6Q: 3 clusters Score -304085.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -304190.750000 Penalty: 2692.053467
	Iteration 7Q: 3 clusters Score -304190.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -304285.250000 Penalty: 2692.053467
	Iteration 8Q: 3 clusters Score -304285.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -304397.625000 Penalty: 2692.053467
	Iteration 9Q: 3 clusters Score -304397.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -304508.906250 Penalty: 2692.053467
	Iteration 10Q: 3 clusters Score -304508.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -304632.656250 Penalty: 2692.053467
	Iteration 11Q: 3 clusters Score -304632.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -304767.500000 Penalty: 2692.053467
	Iteration 12Q: 3 clusters Score -304767.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -304863.187500 Penalty: 2692.053467
	Iteration 13Q: 3 clusters Score -304863.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -304910.531250 Penalty: 2692.053467
	Iteration 14Q: 3 clusters Score -304910.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -304930.031250 Penalty: 2692.053467
	Iteration 15Q: 3 clusters Score -304930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -304947.937500 Penalty: 2692.053467
	Iteration 16Q: 3 clusters Score -304947.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304962.531250 Penalty: 2692.053467
	Iteration 17Q: 3 clusters Score -304962.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -304981.843750 Penalty: 2692.053467
	Iteration 18Q: 3 clusters Score -304981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -304996.250000 Penalty: 2692.053467
	Iteration 19Q: 3 clusters Score -304996.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -305005.625000 Penalty: 2692.053467
	Iteration 20F: 3 clusters Score -305005.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -305011.281250 Penalty: 2692.053467
	Iteration 21Q: 3 clusters Score -305011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -305015.500000 Penalty: 2692.053467
	Iteration 22Q: 3 clusters Score -305015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -305016.625000 Penalty: 2692.053467
	Iteration 23Q: 3 clusters Score -305016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -305017.312500 Penalty: 2692.053467
	Iteration 24Q: 3 clusters Score -305017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305018.500000 Penalty: 2692.053467
	Iteration 25Q: 3 clusters Score -305018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -305020.968750 Penalty: 2692.053467
	Iteration 26Q: 3 clusters Score -305021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -305022.718750 Penalty: 2692.053467
	Iteration 27Q: 3 clusters Score -305022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305026.031250 Penalty: 2692.053467
	Iteration 28Q: 3 clusters Score -305026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -305029.531250 Penalty: 2692.053467
	Iteration 29Q: 3 clusters Score -305029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -305031.625000 Penalty: 2692.053467
	Iteration 30Q: 3 clusters Score -305031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -305031.875000 Penalty: 2692.053467
	Iteration 31Q: 3 clusters Score -305031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -305031.875000 Penalty: 2692.053467
	Iteration 32F: 3 clusters Score -305031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 158386 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 206345 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13963 members 
Mstep: Class 23 contains 62675 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 2706 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 15538 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8222 members 
Mstep: Class 31 contains 1251 members 
Entering Unmasked Estep 
Score: -54421684.000000 Penalty: 67481.570312
Splitting cluster 26 changes total score from -54422388.000000 to -54421684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -335345.625000 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -335345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -332045.375000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -332045.4 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -332885.968750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -332886 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -333037.156250 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -333037.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -333145.156250 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -333145.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -333246.968750 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -333247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -333327.593750 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -333327.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -333413.906250 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -333413.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -333496.812500 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -333496.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -333563.812500 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -333563.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -333634.718750 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -333634.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -333700.843750 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -333700.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -333766.812500 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -333766.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -333831.531250 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -333831.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -333874.031250 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -333874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -333904.437500 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -333904.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -333933.125000 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -333933.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -333963.531250 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -333963.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -333988.281250 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -333988.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -334008.312500 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -334008.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -334025.187500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -334025.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -334040.875000 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -334040.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -334050.593750 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -334050.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -334064.875000 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -334064.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -334079.031250 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -334079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -334090.062500 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -334090.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -334099.187500 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -334099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -334104.906250 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -334104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -334111.906250 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -334111.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -334116.625000 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -334116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -334122.093750 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -334122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -334127.031250 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -334127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -334133.093750 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -334133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -334136.156250 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -334136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -334139.718750 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -334139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -334141.156250 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -334141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -334141.906250 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -334141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -334142.937500 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -334142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -334143.062500 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -334143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -334144.031250 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -334144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -334144.031250 Penalty: 2690.984131
	Iteration 39F: 3 clusters Score -334144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Entering Unmasked Estep 
Score: -1224918.000000 Penalty: 1568.294678
	Iteration 0F: 2 clusters Score -1224918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1214168.875000 Penalty: 3136.589355
	Iteration 0F: 3 clusters Score -1214169 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1218436.000000 Penalty: 3136.589355
	Iteration 1F: 3 clusters Score -1218436 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1219086.250000 Penalty: 3136.589355
	Iteration 2F: 3 clusters Score -1219086 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1219806.375000 Penalty: 3136.589355
	Iteration 3F: 3 clusters Score -1219806 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1220554.375000 Penalty: 3136.589355
	Iteration 4F: 3 clusters Score -1220554 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1221206.750000 Penalty: 3136.589355
	Iteration 5F: 3 clusters Score -1221207 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1221829.125000 Penalty: 3136.589355
	Iteration 6F: 3 clusters Score -1221829 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1222293.375000 Penalty: 3136.589355
	Iteration 7Q: 3 clusters Score -1222293 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1222619.500000 Penalty: 3136.589355
	Iteration 8Q: 3 clusters Score -1222620 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1222827.125000 Penalty: 3136.589355
	Iteration 9Q: 3 clusters Score -1222827 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1222964.875000 Penalty: 3136.589355
	Iteration 10Q: 3 clusters Score -1222965 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1223029.000000 Penalty: 3136.589355
	Iteration 11Q: 3 clusters Score -1223029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1223066.875000 Penalty: 3136.589355
	Iteration 12Q: 3 clusters Score -1223067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1223093.250000 Penalty: 3136.589355
	Iteration 13Q: 3 clusters Score -1223093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1223109.125000 Penalty: 3136.589355
	Iteration 14Q: 3 clusters Score -1223109 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1223123.000000 Penalty: 3136.589355
	Iteration 15Q: 3 clusters Score -1223123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1223134.750000 Penalty: 3136.589355
	Iteration 16Q: 3 clusters Score -1223135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1223143.750000 Penalty: 3136.589355
	Iteration 17Q: 3 clusters Score -1223144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1223152.375000 Penalty: 3136.589355
	Iteration 18Q: 3 clusters Score -1223152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1223157.000000 Penalty: 3136.589355
	Iteration 19Q: 3 clusters Score -1223157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1223162.500000 Penalty: 3136.589355
	Iteration 20F: 3 clusters Score -1223162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1223162.500000 Penalty: 3136.589355
	Iteration 21Q: 3 clusters Score -1223162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1223166.625000 Penalty: 3136.589355
	Iteration 22Q: 3 clusters Score -1223167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1223170.375000 Penalty: 3136.589355
	Iteration 23Q: 3 clusters Score -1223170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1223167.375000 Penalty: 3136.589355
	Iteration 24Q: 3 clusters Score -1223167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1223169.375000 Penalty: 3136.589355
	Iteration 25Q: 3 clusters Score -1223169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1223172.250000 Penalty: 3136.589355
	Iteration 26Q: 3 clusters Score -1223172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1223171.625000 Penalty: 3136.589355
	Iteration 27Q: 3 clusters Score -1223172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1223173.875000 Penalty: 3136.589355
	Iteration 28Q: 3 clusters Score -1223174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1223173.250000 Penalty: 3136.589355
	Iteration 29Q: 3 clusters Score -1223173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1223176.125000 Penalty: 3136.589355
	Iteration 30Q: 3 clusters Score -1223176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1223175.625000 Penalty: 3136.589355
	Iteration 31Q: 3 clusters Score -1223176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1223177.125000 Penalty: 3136.589355
	Iteration 32Q: 3 clusters Score -1223177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1223174.750000 Penalty: 3136.589355
	Iteration 33Q: 3 clusters Score -1223175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1223177.000000 Penalty: 3136.589355
	Iteration 34Q: 3 clusters Score -1223177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1223178.500000 Penalty: 3136.589355
	Iteration 35Q: 3 clusters Score -1223178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1223178.625000 Penalty: 3136.589355
	Iteration 36Q: 3 clusters Score -1223179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1223178.625000 Penalty: 3136.589355
	Iteration 37F: 3 clusters Score -1223179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -154162.187500 Penalty: 1229.188721
	Iteration 0F: 2 clusters Score -154162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152112.062500 Penalty: 2458.377441
	Iteration 0F: 3 clusters Score -152112.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152567.718750 Penalty: 2458.377441
	Iteration 1F: 3 clusters Score -152567.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -152667.093750 Penalty: 2458.377441
	Iteration 2F: 3 clusters Score -152667.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -152728.562500 Penalty: 2458.377441
	Iteration 3Q: 3 clusters Score -152728.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -152761.437500 Penalty: 2458.377441
	Iteration 4Q: 3 clusters Score -152761.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -152781.968750 Penalty: 2458.377441
	Iteration 5Q: 3 clusters Score -152782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152798.484375 Penalty: 2458.377441
	Iteration 6Q: 3 clusters Score -152798.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152814.875000 Penalty: 2458.377441
	Iteration 7Q: 3 clusters Score -152814.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -152825.312500 Penalty: 2458.377441
	Iteration 8Q: 3 clusters Score -152825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152833.796875 Penalty: 2458.377441
	Iteration 9Q: 3 clusters Score -152833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152840.781250 Penalty: 2458.377441
	Iteration 10Q: 3 clusters Score -152840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -152844.015625 Penalty: 2458.377441
	Iteration 11Q: 3 clusters Score -152844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152850.703125 Penalty: 2458.377441
	Iteration 12Q: 3 clusters Score -152850.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -152854.953125 Penalty: 2458.377441
	Iteration 13Q: 3 clusters Score -152855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152857.328125 Penalty: 2458.377441
	Iteration 14Q: 3 clusters Score -152857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152858.609375 Penalty: 2458.377441
	Iteration 15Q: 3 clusters Score -152858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152859.890625 Penalty: 2458.377441
	Iteration 16Q: 3 clusters Score -152859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152861.828125 Penalty: 2458.377441
	Iteration 17Q: 3 clusters Score -152861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -152864.015625 Penalty: 2458.377441
	Iteration 18Q: 3 clusters Score -152864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -152868.109375 Penalty: 2458.377441
	Iteration 19Q: 3 clusters Score -152868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152870.687500 Penalty: 2458.377441
	Iteration 20F: 3 clusters Score -152870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152874.296875 Penalty: 2458.377441
	Iteration 21Q: 3 clusters Score -152874.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -152881.593750 Penalty: 2458.377441
	Iteration 22Q: 3 clusters Score -152881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -152886.734375 Penalty: 2458.377441
	Iteration 23Q: 3 clusters Score -152886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152894.843750 Penalty: 2458.377441
	Iteration 24Q: 3 clusters Score -152894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -152901.375000 Penalty: 2458.377441
	Iteration 25Q: 3 clusters Score -152901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -152907.234375 Penalty: 2458.377441
	Iteration 26Q: 3 clusters Score -152907.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -152909.968750 Penalty: 2458.377441
	Iteration 27Q: 3 clusters Score -152910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152911.796875 Penalty: 2458.377441
	Iteration 28Q: 3 clusters Score -152911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -152913.437500 Penalty: 2458.377441
	Iteration 29Q: 3 clusters Score -152913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -152916.781250 Penalty: 2458.377441
	Iteration 30Q: 3 clusters Score -152916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152920.718750 Penalty: 2458.377441
	Iteration 31Q: 3 clusters Score -152920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152923.609375 Penalty: 2458.377441
	Iteration 32Q: 3 clusters Score -152923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152929.156250 Penalty: 2458.377441
	Iteration 33Q: 3 clusters Score -152929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152934.250000 Penalty: 2458.377441
	Iteration 34Q: 3 clusters Score -152934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152941.625000 Penalty: 2458.377441
	Iteration 35Q: 3 clusters Score -152941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -152952.187500 Penalty: 2458.377441
	Iteration 36Q: 3 clusters Score -152952.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152962.468750 Penalty: 2458.377441
	Iteration 37Q: 3 clusters Score -152962.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152973.609375 Penalty: 2458.377441
	Iteration 38Q: 3 clusters Score -152973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -152981.125000 Penalty: 2458.377441
	Iteration 39Q: 3 clusters Score -152981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152985.375000 Penalty: 2458.377441
	Iteration 40F: 3 clusters Score -152985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152989.593750 Penalty: 2458.377441
	Iteration 41Q: 3 clusters Score -152989.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152997.171875 Penalty: 2458.377441
	Iteration 42Q: 3 clusters Score -152997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153007.421875 Penalty: 2458.377441
	Iteration 43Q: 3 clusters Score -153007.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153019.781250 Penalty: 2458.377441
	Iteration 44Q: 3 clusters Score -153019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153032.062500 Penalty: 2458.377441
	Iteration 45Q: 3 clusters Score -153032.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153041.906250 Penalty: 2458.377441
	Iteration 46Q: 3 clusters Score -153041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153047.859375 Penalty: 2458.377441
	Iteration 47Q: 3 clusters Score -153047.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153052.906250 Penalty: 2458.377441
	Iteration 48Q: 3 clusters Score -153052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153055.687500 Penalty: 2458.377441
	Iteration 49Q: 3 clusters Score -153055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153058.687500 Penalty: 2458.377441
	Iteration 50Q: 3 clusters Score -153058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153059.671875 Penalty: 2458.377441
	Iteration 51Q: 3 clusters Score -153059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153060.640625 Penalty: 2458.377441
	Iteration 52Q: 3 clusters Score -153060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153061.937500 Penalty: 2458.377441
	Iteration 53Q: 3 clusters Score -153061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153062.140625 Penalty: 2458.377441
	Iteration 54Q: 3 clusters Score -153062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153062.140625 Penalty: 2458.377441
	Iteration 55F: 3 clusters Score -153062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -708507.750000 Penalty: 1464.867310
	Iteration 0F: 2 clusters Score -708507.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -702399.687500 Penalty: 2929.734619
	Iteration 0F: 3 clusters Score -702399.7 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -704346.750000 Penalty: 2929.734619
	Iteration 1F: 3 clusters Score -704346.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -704597.250000 Penalty: 2929.734619
	Iteration 2F: 3 clusters Score -704597.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -704757.562500 Penalty: 2929.734619
	Iteration 3Q: 3 clusters Score -704757.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -704875.312500 Penalty: 2929.734619
	Iteration 4Q: 3 clusters Score -704875.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -704959.500000 Penalty: 2929.734619
	Iteration 5Q: 3 clusters Score -704959.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -705029.062500 Penalty: 2929.734619
	Iteration 6Q: 3 clusters Score -705029.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -705090.687500 Penalty: 2929.734619
	Iteration 7Q: 3 clusters Score -705090.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -705153.562500 Penalty: 2929.734619
	Iteration 8Q: 3 clusters Score -705153.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -705212.875000 Penalty: 2929.734619
	Iteration 9Q: 3 clusters Score -705212.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -705267.000000 Penalty: 2929.734619
	Iteration 10Q: 3 clusters Score -705267 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -705313.562500 Penalty: 2929.734619
	Iteration 11Q: 3 clusters Score -705313.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -705363.000000 Penalty: 2929.734619
	Iteration 12Q: 3 clusters Score -705363 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -705430.000000 Penalty: 2929.734619
	Iteration 13Q: 3 clusters Score -705430 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -705494.500000 Penalty: 2929.734619
	Iteration 14Q: 3 clusters Score -705494.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -705574.125000 Penalty: 2929.734619
	Iteration 15Q: 3 clusters Score -705574.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -705668.875000 Penalty: 2929.734619
	Iteration 16Q: 3 clusters Score -705668.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -705760.125000 Penalty: 2929.734619
	Iteration 17Q: 3 clusters Score -705760.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -705860.812500 Penalty: 2929.734619
	Iteration 18Q: 3 clusters Score -705860.8 nChanged 222
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: -705981.500000 Penalty: 2929.734619
	Iteration 19Q: 3 clusters Score -705981.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -706118.000000 Penalty: 2929.734619
	Iteration 20F: 3 clusters Score -706118 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -706260.125000 Penalty: 2929.734619
	Iteration 21Q: 3 clusters Score -706260.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -706393.062500 Penalty: 2929.734619
	Iteration 22Q: 3 clusters Score -706393.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -706524.437500 Penalty: 2929.734619
	Iteration 23Q: 3 clusters Score -706524.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -706672.250000 Penalty: 2929.734619
	Iteration 24Q: 3 clusters Score -706672.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -706789.375000 Penalty: 2929.734619
	Iteration 25Q: 3 clusters Score -706789.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -706886.250000 Penalty: 2929.734619
	Iteration 26Q: 3 clusters Score -706886.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -706961.000000 Penalty: 2929.734619
	Iteration 27Q: 3 clusters Score -706961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -707015.937500 Penalty: 2929.734619
	Iteration 28Q: 3 clusters Score -707015.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -707054.375000 Penalty: 2929.734619
	Iteration 29Q: 3 clusters Score -707054.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -707094.687500 Penalty: 2929.734619
	Iteration 30Q: 3 clusters Score -707094.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -707125.562500 Penalty: 2929.734619
	Iteration 31Q: 3 clusters Score -707125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -707140.437500 Penalty: 2929.734619
	Iteration 32Q: 3 clusters Score -707140.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -707159.437500 Penalty: 2929.734619
	Iteration 33Q: 3 clusters Score -707159.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -707180.937500 Penalty: 2929.734619
	Iteration 34Q: 3 clusters Score -707180.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -707205.937500 Penalty: 2929.734619
	Iteration 35Q: 3 clusters Score -707205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -707222.875000 Penalty: 2929.734619
	Iteration 36Q: 3 clusters Score -707222.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -707235.312500 Penalty: 2929.734619
	Iteration 37Q: 3 clusters Score -707235.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -707244.687500 Penalty: 2929.734619
	Iteration 38Q: 3 clusters Score -707244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -707247.875000 Penalty: 2929.734619
	Iteration 39Q: 3 clusters Score -707247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -707248.375000 Penalty: 2929.734619
	Iteration 40F: 3 clusters Score -707248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -707251.000000 Penalty: 2929.734619
	Iteration 41Q: 3 clusters Score -707251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -707252.187500 Penalty: 2929.734619
	Iteration 42Q: 3 clusters Score -707252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -707259.562500 Penalty: 2929.734619
	Iteration 43Q: 3 clusters Score -707259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -707265.250000 Penalty: 2929.734619
	Iteration 44Q: 3 clusters Score -707265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -707266.687500 Penalty: 2929.734619
	Iteration 45Q: 3 clusters Score -707266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -707267.375000 Penalty: 2929.734619
	Iteration 46Q: 3 clusters Score -707267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -707267.375000 Penalty: 2929.734619
	Iteration 47F: 3 clusters Score -707267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13081 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 158386 members 
Mstep: Class 7 contains 5584 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 206345 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 13963 members 
Mstep: Class 23 contains 62675 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 7201 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 3944 members 
Mstep: Class 28 contains 15538 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422392.000000 Penalty: 65304.742188
Iteration 159Q: 31 clusters Score -5.442239e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 158388 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 8 contains 19584 members 
Mstep: Class 9 contains 5672 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 206296 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 27199 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17756 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 13976 members 
Mstep: Class 23 contains 62663 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7214 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 3945 members 
Mstep: Class 28 contains 15524 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422484.000000 Penalty: 65304.742188
Iteration 160F: 31 clusters Score -5.442248e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13067 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 158393 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 19585 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 206258 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 13988 members 
Mstep: Class 23 contains 62647 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7224 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3948 members 
Mstep: Class 28 contains 15503 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422544.000000 Penalty: 65304.742188
Iteration 161Q: 31 clusters Score -5.442254e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 158400 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 206222 members 
Mstep: Class 12 contains 3205 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27155 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 12992 members 
Mstep: Class 18 contains 2147 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 62635 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 3951 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422548.000000 Penalty: 65304.742188
Iteration 162Q: 31 clusters Score -5.442255e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 158408 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 19588 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 206192 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27136 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17703 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 13999 members 
Mstep: Class 23 contains 62624 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 3953 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422612.000000 Penalty: 65304.742188
Iteration 163Q: 31 clusters Score -5.442261e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 13042 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3347 members 
Mstep: Class 6 contains 158419 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 19587 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 206144 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 27127 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 13065 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14008 members 
Mstep: Class 23 contains 62621 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 3954 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422712.000000 Penalty: 65304.742188
Iteration 164Q: 31 clusters Score -5.442271e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13046 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 158413 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 19585 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 206090 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 27119 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17660 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 62615 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 3954 members 
Mstep: Class 28 contains 15460 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422660.000000 Penalty: 65304.742188
Iteration 165Q: 31 clusters Score -5.442266e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 158407 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 206059 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 27111 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17643 members 
Mstep: Class 17 contains 13123 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14020 members 
Mstep: Class 23 contains 62611 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7227 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 3954 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422732.000000 Penalty: 65304.742188
Iteration 166Q: 31 clusters Score -5.442273e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13051 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 158401 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 19584 members 
Mstep: Class 9 contains 5943 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 206031 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 27106 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17629 members 
Mstep: Class 17 contains 13151 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14026 members 
Mstep: Class 23 contains 62605 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7226 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 3956 members 
Mstep: Class 28 contains 15461 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422692.000000 Penalty: 65304.742188
Iteration 167Q: 31 clusters Score -5.442269e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13055 members 
Mstep: Class 4 contains 6813 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 158402 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19585 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 206011 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 27094 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17619 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 62601 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 3958 members 
Mstep: Class 28 contains 15446 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422792.000000 Penalty: 65304.742188
Iteration 168Q: 31 clusters Score -5.442279e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13067 members 
Mstep: Class 4 contains 6812 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 158404 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19584 members 
Mstep: Class 9 contains 5995 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 205981 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 27082 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17604 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 14048 members 
Mstep: Class 23 contains 62596 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 3960 members 
Mstep: Class 28 contains 15447 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422804.000000 Penalty: 65304.742188
Iteration 169Q: 31 clusters Score -5.44228e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13079 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 158402 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19582 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 205965 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 27077 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 13189 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14062 members 
Mstep: Class 23 contains 62591 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 3961 members 
Mstep: Class 28 contains 15441 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422892.000000 Penalty: 65304.742188
Iteration 170Q: 31 clusters Score -5.442289e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3276 members 
Mstep: Class 6 contains 158399 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19578 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 205947 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 27072 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17564 members 
Mstep: Class 17 contains 13210 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14077 members 
Mstep: Class 23 contains 62583 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3964 members 
Mstep: Class 28 contains 15440 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422976.000000 Penalty: 65304.742188
Iteration 171Q: 31 clusters Score -5.442298e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13094 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3268 members 
Mstep: Class 6 contains 158398 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 205932 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 27065 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 4083 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 62580 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3968 members 
Mstep: Class 28 contains 15438 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422876.000000 Penalty: 65304.742188
Iteration 172Q: 31 clusters Score -5.442288e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 13110 members 
Mstep: Class 4 contains 6811 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 158394 members 
Mstep: Class 7 contains 5569 members 
Mstep: Class 8 contains 19576 members 
Mstep: Class 9 contains 6062 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 205913 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 27061 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17532 members 
Mstep: Class 17 contains 13242 members 
Mstep: Class 18 contains 2229 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 62581 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 7227 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3971 members 
Mstep: Class 28 contains 15433 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422960.000000 Penalty: 65304.742188
Iteration 173Q: 31 clusters Score -5.442296e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13123 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 158384 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 19577 members 
Mstep: Class 9 contains 6083 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 205905 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 27061 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17521 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14095 members 
Mstep: Class 23 contains 62573 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 7226 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 15427 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 8297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422984.000000 Penalty: 65304.742188
Iteration 174Q: 31 clusters Score -5.442298e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13137 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 158388 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 8 contains 19575 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27054 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17507 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 14101 members 
Mstep: Class 23 contains 62569 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 3975 members 
Mstep: Class 28 contains 15412 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422948.000000 Penalty: 65304.742188
Iteration 175Q: 31 clusters Score -5.442295e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13145 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 158391 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 19573 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 205899 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 27045 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17495 members 
Mstep: Class 17 contains 13276 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 14105 members 
Mstep: Class 23 contains 62563 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3950 members 
Mstep: Class 27 contains 3980 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422952.000000 Penalty: 65304.742188
Iteration 176Q: 31 clusters Score -5.442295e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13154 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 158398 members 
Mstep: Class 7 contains 5561 members 
Mstep: Class 8 contains 19571 members 
Mstep: Class 9 contains 6163 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 205886 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 27037 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17483 members 
Mstep: Class 17 contains 13280 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14100 members 
Mstep: Class 23 contains 62556 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 3984 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423012.000000 Penalty: 65304.742188
Iteration 177Q: 31 clusters Score -5.442301e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 13171 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 158404 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 19571 members 
Mstep: Class 9 contains 6183 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205886 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 27034 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17472 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 62544 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 3988 members 
Mstep: Class 28 contains 15354 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423144.000000 Penalty: 65304.742188
Iteration 178Q: 31 clusters Score -5.442314e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 158403 members 
Mstep: Class 7 contains 5559 members 
Mstep: Class 8 contains 19571 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205875 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 27032 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17456 members 
Mstep: Class 17 contains 13295 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 62522 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 3992 members 
Mstep: Class 28 contains 15347 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423088.000000 Penalty: 65304.742188
Iteration 179Q: 31 clusters Score -5.442309e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13209 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 158418 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 19569 members 
Mstep: Class 9 contains 6233 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205869 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 4320 members 
Mstep: Class 14 contains 27024 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 13299 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 62506 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 3995 members 
Mstep: Class 28 contains 15330 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423152.000000 Penalty: 65304.742188
Iteration 180F: 31 clusters Score -5.442315e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13233 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 158419 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 19565 members 
Mstep: Class 9 contains 6260 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205857 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 27018 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17435 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 62487 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 3997 members 
Mstep: Class 28 contains 15312 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423060.000000 Penalty: 65304.742188
Iteration 181Q: 31 clusters Score -5.442306e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 13256 members 
Mstep: Class 4 contains 6804 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 158414 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 19559 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205845 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 27009 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17427 members 
Mstep: Class 17 contains 13320 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 14097 members 
Mstep: Class 23 contains 62470 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 3997 members 
Mstep: Class 28 contains 15296 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423160.000000 Penalty: 65304.742188
Iteration 182Q: 31 clusters Score -5.442316e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13289 members 
Mstep: Class 4 contains 6803 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 158415 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19555 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205828 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 27007 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 14100 members 
Mstep: Class 23 contains 62456 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 3996 members 
Mstep: Class 28 contains 15291 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 31 clusters Score -5.442311e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 158420 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19548 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205825 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 27005 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17414 members 
Mstep: Class 17 contains 13324 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 14100 members 
Mstep: Class 23 contains 62429 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 3997 members 
Mstep: Class 28 contains 15289 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423204.000000 Penalty: 65304.742188
Iteration 184Q: 31 clusters Score -5.44232e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 158421 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19540 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205829 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 27001 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 17405 members 
Mstep: Class 17 contains 13327 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 14107 members 
Mstep: Class 23 contains 62406 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3947 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 15274 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8383 members 
Entering Unmasked Estep 
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Iteration 185Q: 31 clusters Score -5.442334e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13386 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 158426 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19535 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205830 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 27001 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17403 members 
Mstep: Class 17 contains 13330 members 
Mstep: Class 18 contains 2240 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 14106 members 
Mstep: Class 23 contains 62391 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3942 members 
Mstep: Class 27 contains 4002 members 
Mstep: Class 28 contains 15269 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8384 members 
Entering Unmasked Estep 
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Iteration 186Q: 31 clusters Score -5.442339e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13399 members 
Mstep: Class 4 contains 6796 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 158435 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19530 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205821 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 27000 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17398 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 12013 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 14110 members 
Mstep: Class 23 contains 62374 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3939 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 15260 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423420.000000 Penalty: 65304.742188
Iteration 187Q: 31 clusters Score -5.442342e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13419 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 158441 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 19525 members 
Mstep: Class 9 contains 6487 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205825 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 27001 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 13332 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 14112 members 
Mstep: Class 23 contains 62362 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3937 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15240 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423496.000000 Penalty: 65304.742188
Iteration 188Q: 31 clusters Score -5.44235e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13437 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 158450 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 19519 members 
Mstep: Class 9 contains 6511 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205825 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 26997 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 17389 members 
Mstep: Class 17 contains 13341 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 14117 members 
Mstep: Class 23 contains 62345 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 3937 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15222 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423572.000000 Penalty: 65304.742188
Iteration 189Q: 31 clusters Score -5.442357e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 158453 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 8 contains 19517 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205815 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 26996 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17384 members 
Mstep: Class 17 contains 13349 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 14118 members 
Mstep: Class 23 contains 62329 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3935 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15199 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423628.000000 Penalty: 65304.742188
Iteration 190Q: 31 clusters Score -5.442363e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 13483 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 158458 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 19513 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205806 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 26996 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 7060 members 
Mstep: Class 22 contains 14117 members 
Mstep: Class 23 contains 62316 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3931 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15171 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423580.000000 Penalty: 65304.742188
Iteration 191Q: 31 clusters Score -5.442358e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13500 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 158463 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19512 members 
Mstep: Class 9 contains 6575 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205806 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17378 members 
Mstep: Class 17 contains 13354 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62304 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 15139 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423612.000000 Penalty: 65304.742188
Iteration 192Q: 31 clusters Score -5.442361e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 158467 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 19507 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205807 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 26989 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 12030 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14129 members 
Mstep: Class 23 contains 62304 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 4006 members 
Mstep: Class 28 contains 15100 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423676.000000 Penalty: 65304.742188
Iteration 193Q: 31 clusters Score -5.442368e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13523 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 158477 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19505 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205788 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 26987 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 17372 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14134 members 
Mstep: Class 23 contains 62310 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3931 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 15066 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423760.000000 Penalty: 65304.742188
Iteration 194Q: 31 clusters Score -5.442376e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 158490 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19504 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205770 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 26984 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12026 members 
Mstep: Class 21 contains 7046 members 
Mstep: Class 22 contains 14131 members 
Mstep: Class 23 contains 62316 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3929 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 15024 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423816.000000 Penalty: 65304.742188
Iteration 195Q: 31 clusters Score -5.442382e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13538 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 158503 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19501 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205757 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 26978 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12026 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 62318 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 14969 members 
Mstep: Class 29 contains 1927 members 
Mstep: Class 30 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423944.000000 Penalty: 65304.742188
Iteration 196Q: 31 clusters Score -5.442394e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 6789 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 158509 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19501 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 205740 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 26976 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17364 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62321 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3925 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 14911 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423832.000000 Penalty: 65304.742188
Iteration 197Q: 31 clusters Score -5.442383e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 13563 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 158522 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19500 members 
Mstep: Class 9 contains 6622 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205703 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 26974 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17360 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62319 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 14850 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423884.000000 Penalty: 65304.742188
Iteration 198Q: 31 clusters Score -5.442388e+07 nChanged 270
Entering ConstructFrom: 
Score: -54423884.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -256037.765625 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -256037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -253193.968750 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -253194 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -253899.765625 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -253899.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -254128.328125 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -254128.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -254359.875000 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -254359.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -254607.671875 Penalty: 2622.230957
	Iteration 4F: 3 clusters Score -254607.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -254871.906250 Penalty: 2622.230957
	Iteration 5F: 3 clusters Score -254871.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -255065.968750 Penalty: 2622.230957
	Iteration 6F: 3 clusters Score -255066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -255159.343750 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -255159.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255221.328125 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -255221.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255254.656250 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -255254.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -255275.687500 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -255275.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -255296.234375 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -255296.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -255315.406250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -255315.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -255329.562500 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -255329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -255339.546875 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -255339.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -255349.218750 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -255349.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255355.578125 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -255355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255364.093750 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -255364.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -255371.843750 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -255371.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -255379.843750 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -255379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -255386.718750 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -255386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255396.906250 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -255396.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255407.031250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -255407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -255410.921875 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -255410.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -255414.031250 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -255414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -255418.000000 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -255418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -255421.687500 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -255421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -255424.718750 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -255424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -255427.562500 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -255427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255430.625000 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -255430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255433.484375 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -255433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255435.343750 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -255435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -255437.093750 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -255437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -255439.375000 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -255439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -255441.921875 Penalty: 2622.230957
	Iteration 34Q: 3 clusters Score -255441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -255443.484375 Penalty: 2622.230957
	Iteration 35Q: 3 clusters Score -255443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -255443.875000 Penalty: 2622.230957
	Iteration 36Q: 3 clusters Score -255443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255444.359375 Penalty: 2622.230957
	Iteration 37Q: 3 clusters Score -255444.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255444.390625 Penalty: 2622.230957
	Iteration 38Q: 3 clusters Score -255444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -255445.640625 Penalty: 2622.230957
	Iteration 39Q: 3 clusters Score -255445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255446.890625 Penalty: 2622.230957
	Iteration 40F: 3 clusters Score -255446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -255448.421875 Penalty: 2622.230957
	Iteration 41Q: 3 clusters Score -255448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -255449.828125 Penalty: 2622.230957
	Iteration 42Q: 3 clusters Score -255449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255452.046875 Penalty: 2622.230957
	Iteration 43Q: 3 clusters Score -255452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255453.437500 Penalty: 2622.230957
	Iteration 44Q: 3 clusters Score -255453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -255454.968750 Penalty: 2622.230957
	Iteration 45Q: 3 clusters Score -255455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255457.390625 Penalty: 2622.230957
	Iteration 46Q: 3 clusters Score -255457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -255461.000000 Penalty: 2622.230957
	Iteration 47Q: 3 clusters Score -255461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -255461.531250 Penalty: 2622.230957
	Iteration 48Q: 3 clusters Score -255461.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -255464.078125 Penalty: 2622.230957
	Iteration 49Q: 3 clusters Score -255464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255466.296875 Penalty: 2622.230957
	Iteration 50Q: 3 clusters Score -255466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -255468.343750 Penalty: 2622.230957
	Iteration 51Q: 3 clusters Score -255468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255469.343750 Penalty: 2622.230957
	Iteration 52Q: 3 clusters Score -255469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255469.843750 Penalty: 2622.230957
	Iteration 53Q: 3 clusters Score -255469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -255470.515625 Penalty: 2622.230957
	Iteration 54Q: 3 clusters Score -255470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -255471.031250 Penalty: 2622.230957
	Iteration 55Q: 3 clusters Score -255471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255471.687500 Penalty: 2622.230957
	Iteration 56Q: 3 clusters Score -255471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255471.687500 Penalty: 2622.230957
	Iteration 57F: 3 clusters Score -255471.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Entering Unmasked Estep 
Score: -1037464.375000 Penalty: 1531.504883
	Iteration 0F: 2 clusters Score -1037464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1028733.875000 Penalty: 3063.009766
	Iteration 0F: 3 clusters Score -1028734 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1031793.562500 Penalty: 3063.009766
	Iteration 1F: 3 clusters Score -1031794 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1032253.562500 Penalty: 3063.009766
	Iteration 2F: 3 clusters Score -1032254 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1032692.937500 Penalty: 3063.009766
	Iteration 3F: 3 clusters Score -1032693 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1033224.812500 Penalty: 3063.009766
	Iteration 4F: 3 clusters Score -1033225 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1033730.500000 Penalty: 3063.009766
	Iteration 5F: 3 clusters Score -1033730 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1034084.750000 Penalty: 3063.009766
	Iteration 6F: 3 clusters Score -1034085 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1034381.187500 Penalty: 3063.009766
	Iteration 7Q: 3 clusters Score -1034381 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1034618.187500 Penalty: 3063.009766
	Iteration 8Q: 3 clusters Score -1034618 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1034803.375000 Penalty: 3063.009766
	Iteration 9Q: 3 clusters Score -1034803 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1034962.562500 Penalty: 3063.009766
	Iteration 10Q: 3 clusters Score -1034963 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1035070.562500 Penalty: 3063.009766
	Iteration 11Q: 3 clusters Score -1035071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1035148.687500 Penalty: 3063.009766
	Iteration 12Q: 3 clusters Score -1035149 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1035209.312500 Penalty: 3063.009766
	Iteration 13Q: 3 clusters Score -1035209 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1035245.437500 Penalty: 3063.009766
	Iteration 14Q: 3 clusters Score -1035245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1035277.812500 Penalty: 3063.009766
	Iteration 15Q: 3 clusters Score -1035278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1035316.187500 Penalty: 3063.009766
	Iteration 16Q: 3 clusters Score -1035316 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1035350.625000 Penalty: 3063.009766
	Iteration 17Q: 3 clusters Score -1035351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1035392.187500 Penalty: 3063.009766
	Iteration 18Q: 3 clusters Score -1035392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1035447.625000 Penalty: 3063.009766
	Iteration 19Q: 3 clusters Score -1035448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1035507.250000 Penalty: 3063.009766
	Iteration 20F: 3 clusters Score -1035507 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1035564.062500 Penalty: 3063.009766
	Iteration 21Q: 3 clusters Score -1035564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1035621.250000 Penalty: 3063.009766
	Iteration 22Q: 3 clusters Score -1035621 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1035684.312500 Penalty: 3063.009766
	Iteration 23Q: 3 clusters Score -1035684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1035730.437500 Penalty: 3063.009766
	Iteration 24Q: 3 clusters Score -1035730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1035778.375000 Penalty: 3063.009766
	Iteration 25Q: 3 clusters Score -1035778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1035828.000000 Penalty: 3063.009766
	Iteration 26Q: 3 clusters Score -1035828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1035873.187500 Penalty: 3063.009766
	Iteration 27Q: 3 clusters Score -1035873 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1035917.125000 Penalty: 3063.009766
	Iteration 28Q: 3 clusters Score -1035917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1035950.000000 Penalty: 3063.009766
	Iteration 29Q: 3 clusters Score -1035950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1035984.250000 Penalty: 3063.009766
	Iteration 30Q: 3 clusters Score -1035984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1036013.812500 Penalty: 3063.009766
	Iteration 31Q: 3 clusters Score -1036014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1036050.812500 Penalty: 3063.009766
	Iteration 32Q: 3 clusters Score -1036051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1036101.562500 Penalty: 3063.009766
	Iteration 33Q: 3 clusters Score -1036102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1036154.500000 Penalty: 3063.009766
	Iteration 34Q: 3 clusters Score -1036154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1036223.312500 Penalty: 3063.009766
	Iteration 35Q: 3 clusters Score -1036223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1036288.500000 Penalty: 3063.009766
	Iteration 36Q: 3 clusters Score -1036288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1036369.937500 Penalty: 3063.009766
	Iteration 37Q: 3 clusters Score -1036370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1036443.750000 Penalty: 3063.009766
	Iteration 38Q: 3 clusters Score -1036444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1036501.625000 Penalty: 3063.009766
	Iteration 39Q: 3 clusters Score -1036502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1036554.562500 Penalty: 3063.009766
	Iteration 40F: 3 clusters Score -1036555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1036599.000000 Penalty: 3063.009766
	Iteration 41Q: 3 clusters Score -1036599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1036633.812500 Penalty: 3063.009766
	Iteration 42Q: 3 clusters Score -1036634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1036660.562500 Penalty: 3063.009766
	Iteration 43Q: 3 clusters Score -1036661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1036681.937500 Penalty: 3063.009766
	Iteration 44Q: 3 clusters Score -1036682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1036692.187500 Penalty: 3063.009766
	Iteration 45Q: 3 clusters Score -1036692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1036699.000000 Penalty: 3063.009766
	Iteration 46Q: 3 clusters Score -1036699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1036708.937500 Penalty: 3063.009766
	Iteration 47Q: 3 clusters Score -1036709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1036715.187500 Penalty: 3063.009766
	Iteration 48Q: 3 clusters Score -1036715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1036718.250000 Penalty: 3063.009766
	Iteration 49Q: 3 clusters Score -1036718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1036717.625000 Penalty: 3063.009766
	Iteration 50Q: 3 clusters Score -1036718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1036720.875000 Penalty: 3063.009766
	Iteration 51Q: 3 clusters Score -1036721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1036722.375000 Penalty: 3063.009766
	Iteration 52Q: 3 clusters Score -1036722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1036723.750000 Penalty: 3063.009766
	Iteration 53Q: 3 clusters Score -1036724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1036722.187500 Penalty: 3063.009766
	Iteration 54Q: 3 clusters Score -1036722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1036721.812500 Penalty: 3063.009766
	Iteration 55Q: 3 clusters Score -1036722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1036723.062500 Penalty: 3063.009766
	Iteration 56Q: 3 clusters Score -1036723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1036723.812500 Penalty: 3063.009766
	Iteration 57Q: 3 clusters Score -1036724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1036723.812500 Penalty: 3063.009766
	Iteration 58F: 3 clusters Score -1036724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Entering Unmasked Estep 
Score: -1067559.500000 Penalty: 1546.335571
	Iteration 0F: 2 clusters Score -1067560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1058020.875000 Penalty: 3092.671143
	Iteration 0F: 3 clusters Score -1058021 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1061400.500000 Penalty: 3092.671143
	Iteration 1F: 3 clusters Score -1061400 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1061868.125000 Penalty: 3092.671143
	Iteration 2F: 3 clusters Score -1061868 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1062290.625000 Penalty: 3092.671143
	Iteration 3F: 3 clusters Score -1062291 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1062710.500000 Penalty: 3092.671143
	Iteration 4F: 3 clusters Score -1062710 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1063145.625000 Penalty: 3092.671143
	Iteration 5F: 3 clusters Score -1063146 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1063574.625000 Penalty: 3092.671143
	Iteration 6F: 3 clusters Score -1063575 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1064032.625000 Penalty: 3092.671143
	Iteration 7Q: 3 clusters Score -1064033 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1064477.750000 Penalty: 3092.671143
	Iteration 8Q: 3 clusters Score -1064478 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1064853.875000 Penalty: 3092.671143
	Iteration 9Q: 3 clusters Score -1064854 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1065117.875000 Penalty: 3092.671143
	Iteration 10Q: 3 clusters Score -1065118 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1065282.375000 Penalty: 3092.671143
	Iteration 11Q: 3 clusters Score -1065282 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1065378.375000 Penalty: 3092.671143
	Iteration 12Q: 3 clusters Score -1065378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1065434.750000 Penalty: 3092.671143
	Iteration 13Q: 3 clusters Score -1065435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1065473.875000 Penalty: 3092.671143
	Iteration 14Q: 3 clusters Score -1065474 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1065492.875000 Penalty: 3092.671143
	Iteration 15Q: 3 clusters Score -1065493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1065506.375000 Penalty: 3092.671143
	Iteration 16Q: 3 clusters Score -1065506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1065519.625000 Penalty: 3092.671143
	Iteration 17Q: 3 clusters Score -1065520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1065532.750000 Penalty: 3092.671143
	Iteration 18Q: 3 clusters Score -1065533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1065542.750000 Penalty: 3092.671143
	Iteration 19Q: 3 clusters Score -1065543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1065548.375000 Penalty: 3092.671143
	Iteration 20F: 3 clusters Score -1065548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1065557.375000 Penalty: 3092.671143
	Iteration 21Q: 3 clusters Score -1065557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1065562.250000 Penalty: 3092.671143
	Iteration 22Q: 3 clusters Score -1065562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1065567.500000 Penalty: 3092.671143
	Iteration 23Q: 3 clusters Score -1065568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1065576.125000 Penalty: 3092.671143
	Iteration 24Q: 3 clusters Score -1065576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1065577.625000 Penalty: 3092.671143
	Iteration 25Q: 3 clusters Score -1065578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1065582.750000 Penalty: 3092.671143
	Iteration 26Q: 3 clusters Score -1065583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1065587.250000 Penalty: 3092.671143
	Iteration 27Q: 3 clusters Score -1065587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1065588.500000 Penalty: 3092.671143
	Iteration 28Q: 3 clusters Score -1065588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1065594.000000 Penalty: 3092.671143
	Iteration 29Q: 3 clusters Score -1065594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1065596.750000 Penalty: 3092.671143
	Iteration 30Q: 3 clusters Score -1065597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1065605.625000 Penalty: 3092.671143
	Iteration 31Q: 3 clusters Score -1065606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1065610.750000 Penalty: 3092.671143
	Iteration 32Q: 3 clusters Score -1065611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1065617.500000 Penalty: 3092.671143
	Iteration 33Q: 3 clusters Score -1065618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1065625.250000 Penalty: 3092.671143
	Iteration 34Q: 3 clusters Score -1065625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1065633.000000 Penalty: 3092.671143
	Iteration 35Q: 3 clusters Score -1065633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1065641.000000 Penalty: 3092.671143
	Iteration 36Q: 3 clusters Score -1065641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1065652.750000 Penalty: 3092.671143
	Iteration 37Q: 3 clusters Score -1065653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1065664.125000 Penalty: 3092.671143
	Iteration 38Q: 3 clusters Score -1065664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1065670.000000 Penalty: 3092.671143
	Iteration 39Q: 3 clusters Score -1065670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1065676.125000 Penalty: 3092.671143
	Iteration 40F: 3 clusters Score -1065676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1065681.625000 Penalty: 3092.671143
	Iteration 41Q: 3 clusters Score -1065682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1065683.875000 Penalty: 3092.671143
	Iteration 42Q: 3 clusters Score -1065684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1065687.625000 Penalty: 3092.671143
	Iteration 43Q: 3 clusters Score -1065688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1065692.125000 Penalty: 3092.671143
	Iteration 44Q: 3 clusters Score -1065692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1065696.375000 Penalty: 3092.671143
	Iteration 45Q: 3 clusters Score -1065696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1065699.625000 Penalty: 3092.671143
	Iteration 46Q: 3 clusters Score -1065700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1065707.875000 Penalty: 3092.671143
	Iteration 47Q: 3 clusters Score -1065708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1065720.625000 Penalty: 3092.671143
	Iteration 48Q: 3 clusters Score -1065721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1065731.875000 Penalty: 3092.671143
	Iteration 49Q: 3 clusters Score -1065732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1065738.500000 Penalty: 3092.671143
	Iteration 50Q: 3 clusters Score -1065738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1065748.125000 Penalty: 3092.671143
	Iteration 51Q: 3 clusters Score -1065748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1065756.875000 Penalty: 3092.671143
	Iteration 52Q: 3 clusters Score -1065757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1065763.000000 Penalty: 3092.671143
	Iteration 53Q: 3 clusters Score -1065763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1065774.875000 Penalty: 3092.671143
	Iteration 54Q: 3 clusters Score -1065775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1065784.000000 Penalty: 3092.671143
	Iteration 55Q: 3 clusters Score -1065784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1065791.000000 Penalty: 3092.671143
	Iteration 56Q: 3 clusters Score -1065791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1065803.500000 Penalty: 3092.671143
	Iteration 57Q: 3 clusters Score -1065804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1065813.625000 Penalty: 3092.671143
	Iteration 58Q: 3 clusters Score -1065814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1065819.875000 Penalty: 3092.671143
	Iteration 59Q: 3 clusters Score -1065820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1065829.000000 Penalty: 3092.671143
	Iteration 60F: 3 clusters Score -1065829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1065838.250000 Penalty: 3092.671143
	Iteration 61Q: 3 clusters Score -1065838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1065851.375000 Penalty: 3092.671143
	Iteration 62Q: 3 clusters Score -1065851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1065859.500000 Penalty: 3092.671143
	Iteration 63Q: 3 clusters Score -1065860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1065865.125000 Penalty: 3092.671143
	Iteration 64Q: 3 clusters Score -1065865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1065873.250000 Penalty: 3092.671143
	Iteration 65Q: 3 clusters Score -1065873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1065876.750000 Penalty: 3092.671143
	Iteration 66Q: 3 clusters Score -1065877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1065884.500000 Penalty: 3092.671143
	Iteration 67Q: 3 clusters Score -1065884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1065890.500000 Penalty: 3092.671143
	Iteration 68Q: 3 clusters Score -1065890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1065893.500000 Penalty: 3092.671143
	Iteration 69Q: 3 clusters Score -1065894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1065895.375000 Penalty: 3092.671143
	Iteration 70Q: 3 clusters Score -1065895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1065895.250000 Penalty: 3092.671143
	Iteration 71Q: 3 clusters Score -1065895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1065899.500000 Penalty: 3092.671143
	Iteration 72Q: 3 clusters Score -1065900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1065902.125000 Penalty: 3092.671143
	Iteration 73Q: 3 clusters Score -1065902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1065904.125000 Penalty: 3092.671143
	Iteration 74Q: 3 clusters Score -1065904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1065910.500000 Penalty: 3092.671143
	Iteration 75Q: 3 clusters Score -1065910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1065912.750000 Penalty: 3092.671143
	Iteration 76Q: 3 clusters Score -1065913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1065914.625000 Penalty: 3092.671143
	Iteration 77Q: 3 clusters Score -1065915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1065915.375000 Penalty: 3092.671143
	Iteration 78Q: 3 clusters Score -1065915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1065919.375000 Penalty: 3092.671143
	Iteration 79Q: 3 clusters Score -1065919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1065917.750000 Penalty: 3092.671143
	Iteration 80F: 3 clusters Score -1065918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1065921.750000 Penalty: 3092.671143
	Iteration 81Q: 3 clusters Score -1065922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1065921.250000 Penalty: 3092.671143
	Iteration 82Q: 3 clusters Score -1065921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1065920.875000 Penalty: 3092.671143
	Iteration 83Q: 3 clusters Score -1065921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1065923.250000 Penalty: 3092.671143
	Iteration 84Q: 3 clusters Score -1065923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1065922.500000 Penalty: 3092.671143
	Iteration 85Q: 3 clusters Score -1065922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1065926.250000 Penalty: 3092.671143
	Iteration 86Q: 3 clusters Score -1065926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1065924.750000 Penalty: 3092.671143
	Iteration 87Q: 3 clusters Score -1065925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1065926.625000 Penalty: 3092.671143
	Iteration 88Q: 3 clusters Score -1065927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1065925.750000 Penalty: 3092.671143
	Iteration 89Q: 3 clusters Score -1065926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1065926.500000 Penalty: 3092.671143
	Iteration 90Q: 3 clusters Score -1065926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1065927.250000 Penalty: 3092.671143
	Iteration 91Q: 3 clusters Score -1065927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1065930.500000 Penalty: 3092.671143
	Iteration 92Q: 3 clusters Score -1065930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1065932.500000 Penalty: 3092.671143
	Iteration 93Q: 3 clusters Score -1065932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1065932.000000 Penalty: 3092.671143
	Iteration 94Q: 3 clusters Score -1065932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1065929.625000 Penalty: 3092.671143
	Iteration 95Q: 3 clusters Score -1065930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1065929.500000 Penalty: 3092.671143
	Iteration 96Q: 3 clusters Score -1065930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1065930.375000 Penalty: 3092.671143
	Iteration 97Q: 3 clusters Score -1065930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1065929.875000 Penalty: 3092.671143
	Iteration 98Q: 3 clusters Score -1065930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1065930.875000 Penalty: 3092.671143
	Iteration 99Q: 3 clusters Score -1065931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1065930.875000 Penalty: 3092.671143
	Iteration 100F: 3 clusters Score -1065931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -573197.375000 Penalty: 1433.795044
	Iteration 0F: 2 clusters Score -573197.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -568060.812500 Penalty: 2867.590088
	Iteration 0F: 3 clusters Score -568060.8 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -569651.375000 Penalty: 2867.590088
	Iteration 1F: 3 clusters Score -569651.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -569993.375000 Penalty: 2867.590088
	Iteration 2F: 3 clusters Score -569993.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -570308.437500 Penalty: 2867.590088
	Iteration 3F: 3 clusters Score -570308.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -570576.437500 Penalty: 2867.590088
	Iteration 4F: 3 clusters Score -570576.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -570838.937500 Penalty: 2867.590088
	Iteration 5F: 3 clusters Score -570838.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -571072.875000 Penalty: 2867.590088
	Iteration 6F: 3 clusters Score -571072.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -571270.312500 Penalty: 2867.590088
	Iteration 7Q: 3 clusters Score -571270.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -571422.625000 Penalty: 2867.590088
	Iteration 8Q: 3 clusters Score -571422.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -571514.562500 Penalty: 2867.590088
	Iteration 9Q: 3 clusters Score -571514.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -571589.250000 Penalty: 2867.590088
	Iteration 10Q: 3 clusters Score -571589.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -571640.750000 Penalty: 2867.590088
	Iteration 11Q: 3 clusters Score -571640.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -571690.312500 Penalty: 2867.590088
	Iteration 12Q: 3 clusters Score -571690.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -571726.375000 Penalty: 2867.590088
	Iteration 13Q: 3 clusters Score -571726.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -571765.312500 Penalty: 2867.590088
	Iteration 14Q: 3 clusters Score -571765.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -571798.562500 Penalty: 2867.590088
	Iteration 15Q: 3 clusters Score -571798.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -571827.437500 Penalty: 2867.590088
	Iteration 16Q: 3 clusters Score -571827.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -571849.437500 Penalty: 2867.590088
	Iteration 17Q: 3 clusters Score -571849.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -571878.000000 Penalty: 2867.590088
	Iteration 18Q: 3 clusters Score -571878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -571905.937500 Penalty: 2867.590088
	Iteration 19Q: 3 clusters Score -571905.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -571938.125000 Penalty: 2867.590088
	Iteration 20F: 3 clusters Score -571938.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -571962.937500 Penalty: 2867.590088
	Iteration 21Q: 3 clusters Score -571962.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -571996.375000 Penalty: 2867.590088
	Iteration 22Q: 3 clusters Score -571996.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -572033.687500 Penalty: 2867.590088
	Iteration 23Q: 3 clusters Score -572033.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -572061.187500 Penalty: 2867.590088
	Iteration 24Q: 3 clusters Score -572061.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -572085.562500 Penalty: 2867.590088
	Iteration 25Q: 3 clusters Score -572085.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -572102.937500 Penalty: 2867.590088
	Iteration 26Q: 3 clusters Score -572102.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -572109.250000 Penalty: 2867.590088
	Iteration 27Q: 3 clusters Score -572109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -572118.812500 Penalty: 2867.590088
	Iteration 28Q: 3 clusters Score -572118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -572130.500000 Penalty: 2867.590088
	Iteration 29Q: 3 clusters Score -572130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -572141.437500 Penalty: 2867.590088
	Iteration 30Q: 3 clusters Score -572141.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -572158.500000 Penalty: 2867.590088
	Iteration 31Q: 3 clusters Score -572158.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -572187.812500 Penalty: 2867.590088
	Iteration 32Q: 3 clusters Score -572187.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -572216.875000 Penalty: 2867.590088
	Iteration 33Q: 3 clusters Score -572216.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -572243.875000 Penalty: 2867.590088
	Iteration 34Q: 3 clusters Score -572243.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -572280.750000 Penalty: 2867.590088
	Iteration 35Q: 3 clusters Score -572280.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -572309.375000 Penalty: 2867.590088
	Iteration 36Q: 3 clusters Score -572309.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -572326.187500 Penalty: 2867.590088
	Iteration 37Q: 3 clusters Score -572326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -572343.750000 Penalty: 2867.590088
	Iteration 38Q: 3 clusters Score -572343.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -572354.625000 Penalty: 2867.590088
	Iteration 39Q: 3 clusters Score -572354.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -572362.937500 Penalty: 2867.590088
	Iteration 40F: 3 clusters Score -572362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -572367.937500 Penalty: 2867.590088
	Iteration 41Q: 3 clusters Score -572367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -572369.312500 Penalty: 2867.590088
	Iteration 42Q: 3 clusters Score -572369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -572369.500000 Penalty: 2867.590088
	Iteration 43Q: 3 clusters Score -572369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -572370.375000 Penalty: 2867.590088
	Iteration 44Q: 3 clusters Score -572370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -572369.875000 Penalty: 2867.590088
	Iteration 45Q: 3 clusters Score -572369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -572373.375000 Penalty: 2867.590088
	Iteration 46Q: 3 clusters Score -572373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -572374.187500 Penalty: 2867.590088
	Iteration 47Q: 3 clusters Score -572374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -572374.125000 Penalty: 2867.590088
	Iteration 48Q: 3 clusters Score -572374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -572375.375000 Penalty: 2867.590088
	Iteration 49Q: 3 clusters Score -572375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -572378.375000 Penalty: 2867.590088
	Iteration 50Q: 3 clusters Score -572378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -572380.625000 Penalty: 2867.590088
	Iteration 51Q: 3 clusters Score -572380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -572382.562500 Penalty: 2867.590088
	Iteration 52Q: 3 clusters Score -572382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -572384.375000 Penalty: 2867.590088
	Iteration 53Q: 3 clusters Score -572384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -572385.500000 Penalty: 2867.590088
	Iteration 54Q: 3 clusters Score -572385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -572388.125000 Penalty: 2867.590088
	Iteration 55Q: 3 clusters Score -572388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -572391.062500 Penalty: 2867.590088
	Iteration 56Q: 3 clusters Score -572391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -572392.750000 Penalty: 2867.590088
	Iteration 57Q: 3 clusters Score -572392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -572395.375000 Penalty: 2867.590088
	Iteration 58Q: 3 clusters Score -572395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -572398.437500 Penalty: 2867.590088
	Iteration 59Q: 3 clusters Score -572398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -572399.000000 Penalty: 2867.590088
	Iteration 60F: 3 clusters Score -572399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -572399.750000 Penalty: 2867.590088
	Iteration 61Q: 3 clusters Score -572399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -572402.125000 Penalty: 2867.590088
	Iteration 62Q: 3 clusters Score -572402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -572402.687500 Penalty: 2867.590088
	Iteration 63Q: 3 clusters Score -572402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -572402.437500 Penalty: 2867.590088
	Iteration 64Q: 3 clusters Score -572402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -572402.937500 Penalty: 2867.590088
	Iteration 65Q: 3 clusters Score -572402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -572402.937500 Penalty: 2867.590088
	Iteration 66F: 3 clusters Score -572402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -271818.406250 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -271818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268915.562500 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -268915.6 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -269650.187500 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -269650.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -269818.312500 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -269818.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -269923.125000 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -269923.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -270009.718750 Penalty: 2630.573730
	Iteration 4Q: 3 clusters Score -270009.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270078.531250 Penalty: 2630.573730
	Iteration 5Q: 3 clusters Score -270078.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -270138.750000 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -270138.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -270200.937500 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -270200.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -270254.468750 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -270254.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -270318.375000 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -270318.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -270366.281250 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -270366.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -270408.781250 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -270408.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270441.062500 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -270441.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -270477.656250 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -270477.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -270528.656250 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -270528.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -270580.781250 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -270580.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -270628.000000 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -270628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -270671.156250 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -270671.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -270706.125000 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -270706.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -270750.718750 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -270750.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -270796.656250 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -270796.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270828.781250 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -270828.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -270866.062500 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -270866.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -270897.406250 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -270897.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -270921.250000 Penalty: 2630.573730
	Iteration 24Q: 3 clusters Score -270921.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -270940.031250 Penalty: 2630.573730
	Iteration 25Q: 3 clusters Score -270940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -270954.500000 Penalty: 2630.573730
	Iteration 26Q: 3 clusters Score -270954.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -270966.187500 Penalty: 2630.573730
	Iteration 27Q: 3 clusters Score -270966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -270972.468750 Penalty: 2630.573730
	Iteration 28Q: 3 clusters Score -270972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -270976.843750 Penalty: 2630.573730
	Iteration 29Q: 3 clusters Score -270976.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -270983.843750 Penalty: 2630.573730
	Iteration 30Q: 3 clusters Score -270983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -270987.906250 Penalty: 2630.573730
	Iteration 31Q: 3 clusters Score -270987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -270988.593750 Penalty: 2630.573730
	Iteration 32Q: 3 clusters Score -270988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -270988.593750 Penalty: 2630.573730
	Iteration 33F: 3 clusters Score -270988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Entering Unmasked Estep 
Score: -13702926.000000 Penalty: 1945.725098
	Iteration 0F: 2 clusters Score -1.370293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -13596477.000000 Penalty: 3891.450195
	Iteration 0F: 3 clusters Score -1.359648e+07 nChanged 76791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -13641471.000000 Penalty: 3891.450195
	Iteration 1F: 3 clusters Score -1.364147e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -13642475.000000 Penalty: 3891.450195
	Iteration 2Q: 3 clusters Score -1.364248e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -13643802.000000 Penalty: 3891.450195
	Iteration 3Q: 3 clusters Score -1.36438e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -13645509.000000 Penalty: 3891.450195
	Iteration 4Q: 3 clusters Score -1.364551e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -13647766.000000 Penalty: 3891.450195
	Iteration 5Q: 3 clusters Score -1.364777e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -13650941.000000 Penalty: 3891.450195
	Iteration 6Q: 3 clusters Score -1.365094e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -13654715.000000 Penalty: 3891.450195
	Iteration 7F: 3 clusters Score -1.365472e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -13658791.000000 Penalty: 3891.450195
	Iteration 8F: 3 clusters Score -1.365879e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -13662938.000000 Penalty: 3891.450195
	Iteration 9F: 3 clusters Score -1.366294e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -13667003.000000 Penalty: 3891.450195
	Iteration 10Q: 3 clusters Score -1.3667e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -13670829.000000 Penalty: 3891.450195
	Iteration 11Q: 3 clusters Score -1.367083e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -13673940.000000 Penalty: 3891.450195
	Iteration 12Q: 3 clusters Score -1.367394e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -13675963.000000 Penalty: 3891.450195
	Iteration 13Q: 3 clusters Score -1.367596e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -13677215.000000 Penalty: 3891.450195
	Iteration 14Q: 3 clusters Score -1.367722e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -13678100.000000 Penalty: 3891.450195
	Iteration 15Q: 3 clusters Score -1.36781e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -13678733.000000 Penalty: 3891.450195
	Iteration 16Q: 3 clusters Score -1.367873e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -13679343.000000 Penalty: 3891.450195
	Iteration 17Q: 3 clusters Score -1.367934e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -13679883.000000 Penalty: 3891.450195
	Iteration 18Q: 3 clusters Score -1.367988e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -13680615.000000 Penalty: 3891.450195
	Iteration 19Q: 3 clusters Score -1.368062e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -13681331.000000 Penalty: 3891.450195
	Iteration 20F: 3 clusters Score -1.368133e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108560 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -13682223.000000 Penalty: 3891.450195
	Iteration 21Q: 3 clusters Score -1.368222e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -13683048.000000 Penalty: 3891.450195
	Iteration 22Q: 3 clusters Score -1.368305e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -13683932.000000 Penalty: 3891.450195
	Iteration 23Q: 3 clusters Score -1.368393e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -13684968.000000 Penalty: 3891.450195
	Iteration 24Q: 3 clusters Score -1.368497e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -13685981.000000 Penalty: 3891.450195
	Iteration 25Q: 3 clusters Score -1.368598e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120744 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -13687005.000000 Penalty: 3891.450195
	Iteration 26Q: 3 clusters Score -1.3687e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -13688250.000000 Penalty: 3891.450195
	Iteration 27Q: 3 clusters Score -1.368825e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -13689424.000000 Penalty: 3891.450195
	Iteration 28Q: 3 clusters Score -1.368942e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128556 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -13690771.000000 Penalty: 3891.450195
	Iteration 29Q: 3 clusters Score -1.369077e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131036 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -13692202.000000 Penalty: 3891.450195
	Iteration 30Q: 3 clusters Score -1.36922e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -13693502.000000 Penalty: 3891.450195
	Iteration 31Q: 3 clusters Score -1.36935e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135497 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -13694519.000000 Penalty: 3891.450195
	Iteration 32Q: 3 clusters Score -1.369452e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -13695307.000000 Penalty: 3891.450195
	Iteration 33Q: 3 clusters Score -1.369531e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138927 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -13695929.000000 Penalty: 3891.450195
	Iteration 34Q: 3 clusters Score -1.369593e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -13696432.000000 Penalty: 3891.450195
	Iteration 35Q: 3 clusters Score -1.369643e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -13696747.000000 Penalty: 3891.450195
	Iteration 36Q: 3 clusters Score -1.369675e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -13697048.000000 Penalty: 3891.450195
	Iteration 37Q: 3 clusters Score -1.369705e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -13697397.000000 Penalty: 3891.450195
	Iteration 38Q: 3 clusters Score -1.36974e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -13697642.000000 Penalty: 3891.450195
	Iteration 39Q: 3 clusters Score -1.369764e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -13697906.000000 Penalty: 3891.450195
	Iteration 40F: 3 clusters Score -1.369791e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -13698082.000000 Penalty: 3891.450195
	Iteration 41Q: 3 clusters Score -1.369808e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -13698288.000000 Penalty: 3891.450195
	Iteration 42Q: 3 clusters Score -1.369829e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148217 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -13698486.000000 Penalty: 3891.450195
	Iteration 43Q: 3 clusters Score -1.369849e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148974 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -13698682.000000 Penalty: 3891.450195
	Iteration 44Q: 3 clusters Score -1.369868e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -13698877.000000 Penalty: 3891.450195
	Iteration 45Q: 3 clusters Score -1.369888e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -13698996.000000 Penalty: 3891.450195
	Iteration 46Q: 3 clusters Score -1.3699e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -13699144.000000 Penalty: 3891.450195
	Iteration 47Q: 3 clusters Score -1.369914e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -13699325.000000 Penalty: 3891.450195
	Iteration 48Q: 3 clusters Score -1.369932e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -13699450.000000 Penalty: 3891.450195
	Iteration 49Q: 3 clusters Score -1.369945e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -13699638.000000 Penalty: 3891.450195
	Iteration 50Q: 3 clusters Score -1.369964e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -13699885.000000 Penalty: 3891.450195
	Iteration 51Q: 3 clusters Score -1.369988e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -13700071.000000 Penalty: 3891.450195
	Iteration 52Q: 3 clusters Score -1.370007e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -13700220.000000 Penalty: 3891.450195
	Iteration 53Q: 3 clusters Score -1.370022e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13700379.000000 Penalty: 3891.450195
	Iteration 54Q: 3 clusters Score -1.370038e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155278 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -13700514.000000 Penalty: 3891.450195
	Iteration 55Q: 3 clusters Score -1.370051e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13700621.000000 Penalty: 3891.450195
	Iteration 56Q: 3 clusters Score -1.370062e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13700758.000000 Penalty: 3891.450195
	Iteration 57Q: 3 clusters Score -1.370076e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13700850.000000 Penalty: 3891.450195
	Iteration 58Q: 3 clusters Score -1.370085e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156442 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -13700936.000000 Penalty: 3891.450195
	Iteration 59Q: 3 clusters Score -1.370094e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13701020.000000 Penalty: 3891.450195
	Iteration 60F: 3 clusters Score -1.370102e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156766 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13701082.000000 Penalty: 3891.450195
	Iteration 61Q: 3 clusters Score -1.370108e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -13701105.000000 Penalty: 3891.450195
	Iteration 62Q: 3 clusters Score -1.37011e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13701162.000000 Penalty: 3891.450195
	Iteration 63Q: 3 clusters Score -1.370116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13701203.000000 Penalty: 3891.450195
	Iteration 64Q: 3 clusters Score -1.37012e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13701198.000000 Penalty: 3891.450195
	Iteration 65Q: 3 clusters Score -1.37012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -13701215.000000 Penalty: 3891.450195
	Iteration 66Q: 3 clusters Score -1.370122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157225 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13701223.000000 Penalty: 3891.450195
	Iteration 67Q: 3 clusters Score -1.370122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13701228.000000 Penalty: 3891.450195
	Iteration 68Q: 3 clusters Score -1.370123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13701234.000000 Penalty: 3891.450195
	Iteration 69Q: 3 clusters Score -1.370123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13701239.000000 Penalty: 3891.450195
	Iteration 70Q: 3 clusters Score -1.370124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13701242.000000 Penalty: 3891.450195
	Iteration 71Q: 3 clusters Score -1.370124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157367 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13701274.000000 Penalty: 3891.450195
	Iteration 72Q: 3 clusters Score -1.370127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13701278.000000 Penalty: 3891.450195
	Iteration 73Q: 3 clusters Score -1.370128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157407 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13701271.000000 Penalty: 3891.450195
	Iteration 74Q: 3 clusters Score -1.370127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13701292.000000 Penalty: 3891.450195
	Iteration 75Q: 3 clusters Score -1.370129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13701303.000000 Penalty: 3891.450195
	Iteration 76Q: 3 clusters Score -1.37013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -13701301.000000 Penalty: 3891.450195
	Iteration 77Q: 3 clusters Score -1.37013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157469 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -13701315.000000 Penalty: 3891.450195
	Iteration 78Q: 3 clusters Score -1.370132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13701319.000000 Penalty: 3891.450195
	Iteration 79Q: 3 clusters Score -1.370132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13701319.000000 Penalty: 3891.450195
	Iteration 80F: 3 clusters Score -1.370132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13701312.000000 Penalty: 3891.450195
	Iteration 81Q: 3 clusters Score -1.370131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13701313.000000 Penalty: 3891.450195
	Iteration 82Q: 3 clusters Score -1.370131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13701311.000000 Penalty: 3891.450195
	Iteration 83Q: 3 clusters Score -1.370131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13701317.000000 Penalty: 3891.450195
	Iteration 84Q: 3 clusters Score -1.370132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13701317.000000 Penalty: 3891.450195
	Iteration 85Q: 3 clusters Score -1.370132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13701313.000000 Penalty: 3891.450195
	Iteration 86Q: 3 clusters Score -1.370131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13701322.000000 Penalty: 3891.450195
	Iteration 87Q: 3 clusters Score -1.370132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13701325.000000 Penalty: 3891.450195
	Iteration 88Q: 3 clusters Score -1.370132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157492 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13701327.000000 Penalty: 3891.450195
	Iteration 89Q: 3 clusters Score -1.370133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -13701339.000000 Penalty: 3891.450195
	Iteration 90Q: 3 clusters Score -1.370134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13701346.000000 Penalty: 3891.450195
	Iteration 91Q: 3 clusters Score -1.370135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13701352.000000 Penalty: 3891.450195
	Iteration 92Q: 3 clusters Score -1.370135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157508 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13701351.000000 Penalty: 3891.450195
	Iteration 93Q: 3 clusters Score -1.370135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13701355.000000 Penalty: 3891.450195
	Iteration 94Q: 3 clusters Score -1.370136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13701362.000000 Penalty: 3891.450195
	Iteration 95Q: 3 clusters Score -1.370136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13701357.000000 Penalty: 3891.450195
	Iteration 96Q: 3 clusters Score -1.370136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13701354.000000 Penalty: 3891.450195
	Iteration 97Q: 3 clusters Score -1.370135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13701356.000000 Penalty: 3891.450195
	Iteration 98Q: 3 clusters Score -1.370136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13701368.000000 Penalty: 3891.450195
	Iteration 99Q: 3 clusters Score -1.370137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13701362.000000 Penalty: 3891.450195
	Iteration 100F: 3 clusters Score -1.370136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13701365.000000 Penalty: 3891.450195
	Iteration 101Q: 3 clusters Score -1.370136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13701361.000000 Penalty: 3891.450195
	Iteration 102Q: 3 clusters Score -1.370136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13701364.000000 Penalty: 3891.450195
	Iteration 103Q: 3 clusters Score -1.370136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13701362.000000 Penalty: 3891.450195
	Iteration 104Q: 3 clusters Score -1.370136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13701362.000000 Penalty: 3891.450195
	Iteration 105F: 3 clusters Score -1.370136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -470896.687500 Penalty: 1401.119385
	Iteration 0F: 2 clusters Score -470896.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -466514.656250 Penalty: 2802.238770
	Iteration 0F: 3 clusters Score -466514.7 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -467694.093750 Penalty: 2802.238770
	Iteration 1F: 3 clusters Score -467694.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -467877.000000 Penalty: 2802.238770
	Iteration 2F: 3 clusters Score -467877 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -467989.375000 Penalty: 2802.238770
	Iteration 3Q: 3 clusters Score -467989.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -468074.625000 Penalty: 2802.238770
	Iteration 4Q: 3 clusters Score -468074.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -468146.812500 Penalty: 2802.238770
	Iteration 5Q: 3 clusters Score -468146.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -468206.437500 Penalty: 2802.238770
	Iteration 6Q: 3 clusters Score -468206.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -468262.031250 Penalty: 2802.238770
	Iteration 7Q: 3 clusters Score -468262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -468312.843750 Penalty: 2802.238770
	Iteration 8Q: 3 clusters Score -468312.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -468357.437500 Penalty: 2802.238770
	Iteration 9Q: 3 clusters Score -468357.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -468399.531250 Penalty: 2802.238770
	Iteration 10Q: 3 clusters Score -468399.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -468446.187500 Penalty: 2802.238770
	Iteration 11Q: 3 clusters Score -468446.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -468497.500000 Penalty: 2802.238770
	Iteration 12Q: 3 clusters Score -468497.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -468550.406250 Penalty: 2802.238770
	Iteration 13Q: 3 clusters Score -468550.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -468616.187500 Penalty: 2802.238770
	Iteration 14Q: 3 clusters Score -468616.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -468685.687500 Penalty: 2802.238770
	Iteration 15Q: 3 clusters Score -468685.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -468774.125000 Penalty: 2802.238770
	Iteration 16Q: 3 clusters Score -468774.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -468891.625000 Penalty: 2802.238770
	Iteration 17Q: 3 clusters Score -468891.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -469055.593750 Penalty: 2802.238770
	Iteration 18Q: 3 clusters Score -469055.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -469252.187500 Penalty: 2802.238770
	Iteration 19Q: 3 clusters Score -469252.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -469392.718750 Penalty: 2802.238770
	Iteration 20F: 3 clusters Score -469392.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -469510.843750 Penalty: 2802.238770
	Iteration 21Q: 3 clusters Score -469510.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -469581.750000 Penalty: 2802.238770
	Iteration 22Q: 3 clusters Score -469581.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -469623.625000 Penalty: 2802.238770
	Iteration 23Q: 3 clusters Score -469623.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -469643.937500 Penalty: 2802.238770
	Iteration 24Q: 3 clusters Score -469643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -469651.187500 Penalty: 2802.238770
	Iteration 25Q: 3 clusters Score -469651.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -469656.250000 Penalty: 2802.238770
	Iteration 26Q: 3 clusters Score -469656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -469660.593750 Penalty: 2802.238770
	Iteration 27Q: 3 clusters Score -469660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -469663.281250 Penalty: 2802.238770
	Iteration 28Q: 3 clusters Score -469663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -469665.500000 Penalty: 2802.238770
	Iteration 29Q: 3 clusters Score -469665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -469669.437500 Penalty: 2802.238770
	Iteration 30Q: 3 clusters Score -469669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -469670.750000 Penalty: 2802.238770
	Iteration 31Q: 3 clusters Score -469670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -469673.312500 Penalty: 2802.238770
	Iteration 32Q: 3 clusters Score -469673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -469673.781250 Penalty: 2802.238770
	Iteration 33Q: 3 clusters Score -469673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -469676.750000 Penalty: 2802.238770
	Iteration 34Q: 3 clusters Score -469676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -469676.375000 Penalty: 2802.238770
	Iteration 35Q: 3 clusters Score -469676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -469677.906250 Penalty: 2802.238770
	Iteration 36Q: 3 clusters Score -469677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -469677.531250 Penalty: 2802.238770
	Iteration 37Q: 3 clusters Score -469677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -469677.531250 Penalty: 2802.238770
	Iteration 38F: 3 clusters Score -469677.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Entering Unmasked Estep 
Score: -1673287.000000 Penalty: 1605.177490
	Iteration 0F: 2 clusters Score -1673287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1659976.875000 Penalty: 3210.354980
	Iteration 0F: 3 clusters Score -1659977 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1664788.625000 Penalty: 3210.354980
	Iteration 1F: 3 clusters Score -1664789 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1665348.125000 Penalty: 3210.354980
	Iteration 2F: 3 clusters Score -1665348 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1666060.375000 Penalty: 3210.354980
	Iteration 3F: 3 clusters Score -1666060 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1667032.000000 Penalty: 3210.354980
	Iteration 4F: 3 clusters Score -1667032 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1668128.500000 Penalty: 3210.354980
	Iteration 5F: 3 clusters Score -1668128 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1669252.875000 Penalty: 3210.354980
	Iteration 6F: 3 clusters Score -1669253 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1670329.250000 Penalty: 3210.354980
	Iteration 7F: 3 clusters Score -1670329 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1671021.750000 Penalty: 3210.354980
	Iteration 8Q: 3 clusters Score -1671022 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1671410.375000 Penalty: 3210.354980
	Iteration 9Q: 3 clusters Score -1671410 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1671628.000000 Penalty: 3210.354980
	Iteration 10Q: 3 clusters Score -1671628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1671736.875000 Penalty: 3210.354980
	Iteration 11Q: 3 clusters Score -1671737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1671801.625000 Penalty: 3210.354980
	Iteration 12Q: 3 clusters Score -1671802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1671850.125000 Penalty: 3210.354980
	Iteration 13Q: 3 clusters Score -1671850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1671873.375000 Penalty: 3210.354980
	Iteration 14Q: 3 clusters Score -1671873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1671888.625000 Penalty: 3210.354980
	Iteration 15Q: 3 clusters Score -1671889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1671897.250000 Penalty: 3210.354980
	Iteration 16Q: 3 clusters Score -1671897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1671901.875000 Penalty: 3210.354980
	Iteration 17Q: 3 clusters Score -1671902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1671906.250000 Penalty: 3210.354980
	Iteration 18Q: 3 clusters Score -1671906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1671911.750000 Penalty: 3210.354980
	Iteration 19Q: 3 clusters Score -1671912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1671913.875000 Penalty: 3210.354980
	Iteration 20F: 3 clusters Score -1671914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1671916.500000 Penalty: 3210.354980
	Iteration 21Q: 3 clusters Score -1671916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1671919.000000 Penalty: 3210.354980
	Iteration 22Q: 3 clusters Score -1671919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1671919.000000 Penalty: 3210.354980
	Iteration 23F: 3 clusters Score -1671919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -549984.000000 Penalty: 1429.920532
	Iteration 0F: 2 clusters Score -549984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -545005.062500 Penalty: 2859.841064
	Iteration 0F: 3 clusters Score -545005.1 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -546427.375000 Penalty: 2859.841064
	Iteration 1F: 3 clusters Score -546427.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -546631.500000 Penalty: 2859.841064
	Iteration 2F: 3 clusters Score -546631.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -546799.750000 Penalty: 2859.841064
	Iteration 3Q: 3 clusters Score -546799.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -546917.812500 Penalty: 2859.841064
	Iteration 4Q: 3 clusters Score -546917.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -547003.062500 Penalty: 2859.841064
	Iteration 5Q: 3 clusters Score -547003.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -547074.312500 Penalty: 2859.841064
	Iteration 6Q: 3 clusters Score -547074.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -547154.125000 Penalty: 2859.841064
	Iteration 7Q: 3 clusters Score -547154.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -547253.000000 Penalty: 2859.841064
	Iteration 8Q: 3 clusters Score -547253 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -547374.625000 Penalty: 2859.841064
	Iteration 9Q: 3 clusters Score -547374.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -547528.812500 Penalty: 2859.841064
	Iteration 10Q: 3 clusters Score -547528.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -547701.187500 Penalty: 2859.841064
	Iteration 11Q: 3 clusters Score -547701.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -547871.000000 Penalty: 2859.841064
	Iteration 12Q: 3 clusters Score -547871 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -548052.187500 Penalty: 2859.841064
	Iteration 13Q: 3 clusters Score -548052.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -548228.687500 Penalty: 2859.841064
	Iteration 14Q: 3 clusters Score -548228.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -548362.437500 Penalty: 2859.841064
	Iteration 15Q: 3 clusters Score -548362.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -548470.187500 Penalty: 2859.841064
	Iteration 16Q: 3 clusters Score -548470.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -548554.875000 Penalty: 2859.841064
	Iteration 17Q: 3 clusters Score -548554.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -548614.562500 Penalty: 2859.841064
	Iteration 18Q: 3 clusters Score -548614.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -548670.625000 Penalty: 2859.841064
	Iteration 19Q: 3 clusters Score -548670.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -548704.562500 Penalty: 2859.841064
	Iteration 20F: 3 clusters Score -548704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -548725.000000 Penalty: 2859.841064
	Iteration 21Q: 3 clusters Score -548725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -548736.937500 Penalty: 2859.841064
	Iteration 22Q: 3 clusters Score -548736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -548741.687500 Penalty: 2859.841064
	Iteration 23Q: 3 clusters Score -548741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -548743.000000 Penalty: 2859.841064
	Iteration 24Q: 3 clusters Score -548743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -548744.062500 Penalty: 2859.841064
	Iteration 25Q: 3 clusters Score -548744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -548746.500000 Penalty: 2859.841064
	Iteration 26Q: 3 clusters Score -548746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -548748.375000 Penalty: 2859.841064
	Iteration 27Q: 3 clusters Score -548748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -548748.312500 Penalty: 2859.841064
	Iteration 28Q: 3 clusters Score -548748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -548750.312500 Penalty: 2859.841064
	Iteration 29Q: 3 clusters Score -548750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -548750.312500 Penalty: 2859.841064
	Iteration 30F: 3 clusters Score -548750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -409968.187500 Penalty: 1381.818726
	Iteration 0F: 2 clusters Score -409968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -406016.000000 Penalty: 2763.637451
	Iteration 0F: 3 clusters Score -406016 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -407250.500000 Penalty: 2763.637451
	Iteration 1F: 3 clusters Score -407250.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -407616.968750 Penalty: 2763.637451
	Iteration 2F: 3 clusters Score -407617 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -407905.125000 Penalty: 2763.637451
	Iteration 3F: 3 clusters Score -407905.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -408128.125000 Penalty: 2763.637451
	Iteration 4F: 3 clusters Score -408128.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -408350.281250 Penalty: 2763.637451
	Iteration 5F: 3 clusters Score -408350.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -408599.875000 Penalty: 2763.637451
	Iteration 6F: 3 clusters Score -408599.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -408842.968750 Penalty: 2763.637451
	Iteration 7F: 3 clusters Score -408843 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -409022.687500 Penalty: 2763.637451
	Iteration 8Q: 3 clusters Score -409022.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -409110.406250 Penalty: 2763.637451
	Iteration 9Q: 3 clusters Score -409110.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -409165.343750 Penalty: 2763.637451
	Iteration 10Q: 3 clusters Score -409165.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -409204.156250 Penalty: 2763.637451
	Iteration 11Q: 3 clusters Score -409204.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -409227.593750 Penalty: 2763.637451
	Iteration 12Q: 3 clusters Score -409227.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -409244.000000 Penalty: 2763.637451
	Iteration 13Q: 3 clusters Score -409244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -409257.718750 Penalty: 2763.637451
	Iteration 14Q: 3 clusters Score -409257.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -409277.156250 Penalty: 2763.637451
	Iteration 15Q: 3 clusters Score -409277.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -409294.062500 Penalty: 2763.637451
	Iteration 16Q: 3 clusters Score -409294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -409303.968750 Penalty: 2763.637451
	Iteration 17Q: 3 clusters Score -409304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -409314.906250 Penalty: 2763.637451
	Iteration 18Q: 3 clusters Score -409314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -409322.687500 Penalty: 2763.637451
	Iteration 19Q: 3 clusters Score -409322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -409332.281250 Penalty: 2763.637451
	Iteration 20F: 3 clusters Score -409332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -409343.406250 Penalty: 2763.637451
	Iteration 21Q: 3 clusters Score -409343.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -409351.781250 Penalty: 2763.637451
	Iteration 22Q: 3 clusters Score -409351.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -409357.968750 Penalty: 2763.637451
	Iteration 23Q: 3 clusters Score -409358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -409362.500000 Penalty: 2763.637451
	Iteration 24Q: 3 clusters Score -409362.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -409365.031250 Penalty: 2763.637451
	Iteration 25Q: 3 clusters Score -409365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -409366.875000 Penalty: 2763.637451
	Iteration 26Q: 3 clusters Score -409366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -409369.312500 Penalty: 2763.637451
	Iteration 27Q: 3 clusters Score -409369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -409370.687500 Penalty: 2763.637451
	Iteration 28Q: 3 clusters Score -409370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -409371.156250 Penalty: 2763.637451
	Iteration 29Q: 3 clusters Score -409371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -409371.625000 Penalty: 2763.637451
	Iteration 30Q: 3 clusters Score -409371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -409372.906250 Penalty: 2763.637451
	Iteration 31Q: 3 clusters Score -409372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -409372.281250 Penalty: 2763.637451
	Iteration 32Q: 3 clusters Score -409372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -409372.031250 Penalty: 2763.637451
	Iteration 33Q: 3 clusters Score -409372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -409373.062500 Penalty: 2763.637451
	Iteration 34Q: 3 clusters Score -409373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -409374.093750 Penalty: 2763.637451
	Iteration 35Q: 3 clusters Score -409374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -409374.000000 Penalty: 2763.637451
	Iteration 36Q: 3 clusters Score -409374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -409374.750000 Penalty: 2763.637451
	Iteration 37Q: 3 clusters Score -409374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -409375.468750 Penalty: 2763.637451
	Iteration 38Q: 3 clusters Score -409375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -409375.625000 Penalty: 2763.637451
	Iteration 39Q: 3 clusters Score -409375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -409376.031250 Penalty: 2763.637451
	Iteration 40F: 3 clusters Score -409376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205658 members 
Entering Unmasked Estep 
Score: -17729384.000000 Penalty: 1988.020020
	Iteration 0F: 2 clusters Score -1.772938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -17591476.000000 Penalty: 3976.040039
	Iteration 0F: 3 clusters Score -1.759148e+07 nChanged 99632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -17651388.000000 Penalty: 3976.040039
	Iteration 1F: 3 clusters Score -1.765139e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -17652492.000000 Penalty: 3976.040039
	Iteration 2Q: 3 clusters Score -1.765249e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -17653944.000000 Penalty: 3976.040039
	Iteration 3Q: 3 clusters Score -1.765394e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -17655912.000000 Penalty: 3976.040039
	Iteration 4Q: 3 clusters Score -1.765591e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 108804 members 
Entering Unmasked Estep 
Score: -17658674.000000 Penalty: 3976.040039
	Iteration 5Q: 3 clusters Score -1.765867e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -17663246.000000 Penalty: 3976.040039
	Iteration 6Q: 3 clusters Score -1.766325e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -17670006.000000 Penalty: 3976.040039
	Iteration 7F: 3 clusters Score -1.767001e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 121316 members 
Entering Unmasked Estep 
Score: -17679568.000000 Penalty: 3976.040039
	Iteration 8F: 3 clusters Score -1.767957e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -17688498.000000 Penalty: 3976.040039
	Iteration 9F: 3 clusters Score -1.76885e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
Score: -17693878.000000 Penalty: 3976.040039
	Iteration 10F: 3 clusters Score -1.769388e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 130917 members 
Entering Unmasked Estep 
Score: -17696202.000000 Penalty: 3976.040039
	Iteration 11Q: 3 clusters Score -1.76962e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -17697452.000000 Penalty: 3976.040039
	Iteration 12Q: 3 clusters Score -1.769745e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -17698362.000000 Penalty: 3976.040039
	Iteration 13Q: 3 clusters Score -1.769836e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 138352 members 
Entering Unmasked Estep 
Score: -17699280.000000 Penalty: 3976.040039
	Iteration 14Q: 3 clusters Score -1.769928e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 141118 members 
Entering Unmasked Estep 
Score: -17700358.000000 Penalty: 3976.040039
	Iteration 15Q: 3 clusters Score -1.770036e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 144017 members 
Entering Unmasked Estep 
Score: -17701346.000000 Penalty: 3976.040039
	Iteration 16Q: 3 clusters Score -1.770135e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -17702510.000000 Penalty: 3976.040039
	Iteration 17Q: 3 clusters Score -1.770251e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -17703606.000000 Penalty: 3976.040039
	Iteration 18Q: 3 clusters Score -1.770361e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -17704844.000000 Penalty: 3976.040039
	Iteration 19Q: 3 clusters Score -1.770484e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -17705938.000000 Penalty: 3976.040039
	Iteration 20F: 3 clusters Score -1.770594e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -17707152.000000 Penalty: 3976.040039
	Iteration 21Q: 3 clusters Score -1.770715e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 163186 members 
Entering Unmasked Estep 
Score: -17708428.000000 Penalty: 3976.040039
	Iteration 22Q: 3 clusters Score -1.770843e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -17709496.000000 Penalty: 3976.040039
	Iteration 23Q: 3 clusters Score -1.77095e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -17710828.000000 Penalty: 3976.040039
	Iteration 24Q: 3 clusters Score -1.771083e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 173297 members 
Entering Unmasked Estep 
Score: -17712256.000000 Penalty: 3976.040039
	Iteration 25Q: 3 clusters Score -1.771226e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -17713718.000000 Penalty: 3976.040039
	Iteration 26Q: 3 clusters Score -1.771372e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -17715174.000000 Penalty: 3976.040039
	Iteration 27Q: 3 clusters Score -1.771517e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -17716808.000000 Penalty: 3976.040039
	Iteration 28Q: 3 clusters Score -1.771681e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -17718212.000000 Penalty: 3976.040039
	Iteration 29Q: 3 clusters Score -1.771821e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 189207 members 
Entering Unmasked Estep 
Score: -17719638.000000 Penalty: 3976.040039
	Iteration 30Q: 3 clusters Score -1.771964e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 191974 members 
Entering Unmasked Estep 
Score: -17721178.000000 Penalty: 3976.040039
	Iteration 31Q: 3 clusters Score -1.772118e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 194440 members 
Entering Unmasked Estep 
Score: -17722710.000000 Penalty: 3976.040039
	Iteration 32Q: 3 clusters Score -1.772271e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 196514 members 
Entering Unmasked Estep 
Score: -17723886.000000 Penalty: 3976.040039
	Iteration 33Q: 3 clusters Score -1.772389e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 198192 members 
Entering Unmasked Estep 
Score: -17724878.000000 Penalty: 3976.040039
	Iteration 34Q: 3 clusters Score -1.772488e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 199552 members 
Entering Unmasked Estep 
Score: -17725724.000000 Penalty: 3976.040039
	Iteration 35Q: 3 clusters Score -1.772572e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 200649 members 
Entering Unmasked Estep 
Score: -17726340.000000 Penalty: 3976.040039
	Iteration 36Q: 3 clusters Score -1.772634e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 201447 members 
Entering Unmasked Estep 
Score: -17726736.000000 Penalty: 3976.040039
	Iteration 37Q: 3 clusters Score -1.772674e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 202049 members 
Entering Unmasked Estep 
Score: -17727060.000000 Penalty: 3976.040039
	Iteration 38Q: 3 clusters Score -1.772706e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 202530 members 
Entering Unmasked Estep 
Score: -17727324.000000 Penalty: 3976.040039
	Iteration 39Q: 3 clusters Score -1.772732e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 202918 members 
Entering Unmasked Estep 
Score: -17727570.000000 Penalty: 3976.040039
	Iteration 40F: 3 clusters Score -1.772757e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 203215 members 
Entering Unmasked Estep 
Score: -17727670.000000 Penalty: 3976.040039
	Iteration 41Q: 3 clusters Score -1.772767e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 203426 members 
Entering Unmasked Estep 
Score: -17727740.000000 Penalty: 3976.040039
	Iteration 42Q: 3 clusters Score -1.772774e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 203592 members 
Entering Unmasked Estep 
Score: -17727796.000000 Penalty: 3976.040039
	Iteration 43Q: 3 clusters Score -1.77278e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 203711 members 
Entering Unmasked Estep 
Score: -17727822.000000 Penalty: 3976.040039
	Iteration 44Q: 3 clusters Score -1.772782e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -17727870.000000 Penalty: 3976.040039
	Iteration 45Q: 3 clusters Score -1.772787e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 203881 members 
Entering Unmasked Estep 
Score: -17727884.000000 Penalty: 3976.040039
	Iteration 46Q: 3 clusters Score -1.772788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 203950 members 
Entering Unmasked Estep 
Score: -17727906.000000 Penalty: 3976.040039
	Iteration 47Q: 3 clusters Score -1.772791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 203995 members 
Entering Unmasked Estep 
Score: -17727924.000000 Penalty: 3976.040039
	Iteration 48Q: 3 clusters Score -1.772792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 204030 members 
Entering Unmasked Estep 
Score: -17727926.000000 Penalty: 3976.040039
	Iteration 49Q: 3 clusters Score -1.772793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 204068 members 
Entering Unmasked Estep 
Score: -17727954.000000 Penalty: 3976.040039
	Iteration 50Q: 3 clusters Score -1.772795e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 204095 members 
Entering Unmasked Estep 
Score: -17727980.000000 Penalty: 3976.040039
	Iteration 51Q: 3 clusters Score -1.772798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 204107 members 
Entering Unmasked Estep 
Score: -17727976.000000 Penalty: 3976.040039
	Iteration 52Q: 3 clusters Score -1.772798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 204118 members 
Entering Unmasked Estep 
Score: -17727996.000000 Penalty: 3976.040039
	Iteration 53Q: 3 clusters Score -1.7728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 204128 members 
Entering Unmasked Estep 
Score: -17727998.000000 Penalty: 3976.040039
	Iteration 54Q: 3 clusters Score -1.7728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -17727992.000000 Penalty: 3976.040039
	Iteration 55Q: 3 clusters Score -1.772799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 204145 members 
Entering Unmasked Estep 
Score: -17727994.000000 Penalty: 3976.040039
	Iteration 56Q: 3 clusters Score -1.772799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 204154 members 
Entering Unmasked Estep 
Score: -17727974.000000 Penalty: 3976.040039
	Iteration 57Q: 3 clusters Score -1.772797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 204162 members 
Entering Unmasked Estep 
Score: -17727974.000000 Penalty: 3976.040039
	Iteration 58Q: 3 clusters Score -1.772797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 204168 members 
Entering Unmasked Estep 
Score: -17727978.000000 Penalty: 3976.040039
	Iteration 59Q: 3 clusters Score -1.772798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 204172 members 
Entering Unmasked Estep 
Score: -17727980.000000 Penalty: 3976.040039
	Iteration 60F: 3 clusters Score -1.772798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -17727978.000000 Penalty: 3976.040039
	Iteration 61Q: 3 clusters Score -1.772798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 204177 members 
Entering Unmasked Estep 
Score: -17727976.000000 Penalty: 3976.040039
	Iteration 62Q: 3 clusters Score -1.772798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 204179 members 
Entering Unmasked Estep 
Score: -17727984.000000 Penalty: 3976.040039
	Iteration 63Q: 3 clusters Score -1.772798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 204182 members 
Entering Unmasked Estep 
Score: -17727972.000000 Penalty: 3976.040039
	Iteration 64Q: 3 clusters Score -1.772797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 204186 members 
Entering Unmasked Estep 
Score: -17727990.000000 Penalty: 3976.040039
	Iteration 65Q: 3 clusters Score -1.772799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -17727996.000000 Penalty: 3976.040039
	Iteration 66Q: 3 clusters Score -1.7728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 204202 members 
Entering Unmasked Estep 
Score: -17727990.000000 Penalty: 3976.040039
	Iteration 67Q: 3 clusters Score -1.772799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 204207 members 
Entering Unmasked Estep 
Score: -17728000.000000 Penalty: 3976.040039
	Iteration 68Q: 3 clusters Score -1.7728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 204214 members 
Entering Unmasked Estep 
Score: -17727998.000000 Penalty: 3976.040039
	Iteration 69Q: 3 clusters Score -1.7728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 204224 members 
Entering Unmasked Estep 
Score: -17728010.000000 Penalty: 3976.040039
	Iteration 70Q: 3 clusters Score -1.772801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 204225 members 
Entering Unmasked Estep 
Score: -17728008.000000 Penalty: 3976.040039
	Iteration 71Q: 3 clusters Score -1.772801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 204226 members 
Entering Unmasked Estep 
Score: -17728004.000000 Penalty: 3976.040039
	Iteration 72Q: 3 clusters Score -1.7728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 204226 members 
Entering Unmasked Estep 
Score: -17728000.000000 Penalty: 3976.040039
	Iteration 73Q: 3 clusters Score -1.7728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 204228 members 
Entering Unmasked Estep 
Score: -17728002.000000 Penalty: 3976.040039
	Iteration 74Q: 3 clusters Score -1.7728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 204232 members 
Entering Unmasked Estep 
Score: -17727992.000000 Penalty: 3976.040039
	Iteration 75Q: 3 clusters Score -1.772799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 204239 members 
Entering Unmasked Estep 
Score: -17727994.000000 Penalty: 3976.040039
	Iteration 76Q: 3 clusters Score -1.772799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -17727998.000000 Penalty: 3976.040039
	Iteration 77Q: 3 clusters Score -1.7728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 204245 members 
Entering Unmasked Estep 
Score: -17727990.000000 Penalty: 3976.040039
	Iteration 78Q: 3 clusters Score -1.772799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 204248 members 
Entering Unmasked Estep 
Score: -17728000.000000 Penalty: 3976.040039
	Iteration 79Q: 3 clusters Score -1.7728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 204252 members 
Entering Unmasked Estep 
Score: -17728002.000000 Penalty: 3976.040039
	Iteration 80F: 3 clusters Score -1.7728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 204255 members 
Entering Unmasked Estep 
Score: -17728002.000000 Penalty: 3976.040039
	Iteration 81Q: 3 clusters Score -1.7728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 204259 members 
Entering Unmasked Estep 
Score: -17728000.000000 Penalty: 3976.040039
	Iteration 82Q: 3 clusters Score -1.7728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 204262 members 
Entering Unmasked Estep 
Score: -17728004.000000 Penalty: 3976.040039
	Iteration 83Q: 3 clusters Score -1.7728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 204265 members 
Entering Unmasked Estep 
Score: -17728014.000000 Penalty: 3976.040039
	Iteration 84Q: 3 clusters Score -1.772801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 204266 members 
Entering Unmasked Estep 
Score: -17728004.000000 Penalty: 3976.040039
	Iteration 85Q: 3 clusters Score -1.7728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 204266 members 
Entering Unmasked Estep 
Score: -17728004.000000 Penalty: 3976.040039
	Iteration 86F: 3 clusters Score -1.7728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Entering Unmasked Estep 
Score: -268370.000000 Penalty: 1311.471558
	Iteration 0F: 2 clusters Score -268370 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 1637 members 
Entering Unmasked Estep 
Score: -265571.750000 Penalty: 2622.943115
	Iteration 0F: 3 clusters Score -265571.8 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -266456.500000 Penalty: 2622.943115
	Iteration 1F: 3 clusters Score -266456.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -266709.437500 Penalty: 2622.943115
	Iteration 2F: 3 clusters Score -266709.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -266852.937500 Penalty: 2622.943115
	Iteration 3F: 3 clusters Score -266852.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -266944.500000 Penalty: 2622.943115
	Iteration 4Q: 3 clusters Score -266944.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -267021.750000 Penalty: 2622.943115
	Iteration 5Q: 3 clusters Score -267021.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -267084.937500 Penalty: 2622.943115
	Iteration 6Q: 3 clusters Score -267084.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -267124.218750 Penalty: 2622.943115
	Iteration 7Q: 3 clusters Score -267124.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -267150.687500 Penalty: 2622.943115
	Iteration 8Q: 3 clusters Score -267150.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -267172.843750 Penalty: 2622.943115
	Iteration 9Q: 3 clusters Score -267172.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -267186.312500 Penalty: 2622.943115
	Iteration 10Q: 3 clusters Score -267186.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -267197.750000 Penalty: 2622.943115
	Iteration 11Q: 3 clusters Score -267197.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -267204.625000 Penalty: 2622.943115
	Iteration 12Q: 3 clusters Score -267204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -267208.437500 Penalty: 2622.943115
	Iteration 13Q: 3 clusters Score -267208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -267211.250000 Penalty: 2622.943115
	Iteration 14Q: 3 clusters Score -267211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -267214.093750 Penalty: 2622.943115
	Iteration 15Q: 3 clusters Score -267214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -267217.000000 Penalty: 2622.943115
	Iteration 16Q: 3 clusters Score -267217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -267219.093750 Penalty: 2622.943115
	Iteration 17Q: 3 clusters Score -267219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -267221.593750 Penalty: 2622.943115
	Iteration 18Q: 3 clusters Score -267221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -267223.250000 Penalty: 2622.943115
	Iteration 19Q: 3 clusters Score -267223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -267224.312500 Penalty: 2622.943115
	Iteration 20F: 3 clusters Score -267224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -267224.468750 Penalty: 2622.943115
	Iteration 21Q: 3 clusters Score -267224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -267224.281250 Penalty: 2622.943115
	Iteration 22Q: 3 clusters Score -267224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -267225.218750 Penalty: 2622.943115
	Iteration 23Q: 3 clusters Score -267225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -267225.625000 Penalty: 2622.943115
	Iteration 24Q: 3 clusters Score -267225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -267226.375000 Penalty: 2622.943115
	Iteration 25Q: 3 clusters Score -267226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -267227.125000 Penalty: 2622.943115
	Iteration 26Q: 3 clusters Score -267227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -267229.031250 Penalty: 2622.943115
	Iteration 27Q: 3 clusters Score -267229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -267228.812500 Penalty: 2622.943115
	Iteration 28Q: 3 clusters Score -267228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -267230.125000 Penalty: 2622.943115
	Iteration 29Q: 3 clusters Score -267230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -267231.812500 Penalty: 2622.943115
	Iteration 30Q: 3 clusters Score -267231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -267232.000000 Penalty: 2622.943115
	Iteration 31Q: 3 clusters Score -267232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -267232.000000 Penalty: 2622.943115
	Iteration 32F: 3 clusters Score -267232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -330895.406250 Penalty: 1359.648438
	Iteration 0F: 2 clusters Score -330895.4 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 2161 members 
Entering Unmasked Estep 
Score: -327397.562500 Penalty: 2719.296875
	Iteration 0F: 3 clusters Score -327397.6 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -328585.312500 Penalty: 2719.296875
	Iteration 1F: 3 clusters Score -328585.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -329037.156250 Penalty: 2719.296875
	Iteration 2F: 3 clusters Score -329037.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -329365.093750 Penalty: 2719.296875
	Iteration 3F: 3 clusters Score -329365.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -329611.093750 Penalty: 2719.296875
	Iteration 4F: 3 clusters Score -329611.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -329839.750000 Penalty: 2719.296875
	Iteration 5F: 3 clusters Score -329839.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -330069.875000 Penalty: 2719.296875
	Iteration 6F: 3 clusters Score -330069.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -330318.437500 Penalty: 2719.296875
	Iteration 7F: 3 clusters Score -330318.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -330602.312500 Penalty: 2719.296875
	Iteration 8F: 3 clusters Score -330602.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -330808.312500 Penalty: 2719.296875
	Iteration 9Q: 3 clusters Score -330808.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -330949.812500 Penalty: 2719.296875
	Iteration 10Q: 3 clusters Score -330949.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -331058.218750 Penalty: 2719.296875
	Iteration 11Q: 3 clusters Score -331058.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -331131.937500 Penalty: 2719.296875
	Iteration 12Q: 3 clusters Score -331131.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -331206.187500 Penalty: 2719.296875
	Iteration 13Q: 3 clusters Score -331206.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -331265.437500 Penalty: 2719.296875
	Iteration 14Q: 3 clusters Score -331265.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -331302.968750 Penalty: 2719.296875
	Iteration 15Q: 3 clusters Score -331303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -331333.343750 Penalty: 2719.296875
	Iteration 16Q: 3 clusters Score -331333.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -331366.250000 Penalty: 2719.296875
	Iteration 17Q: 3 clusters Score -331366.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -331389.250000 Penalty: 2719.296875
	Iteration 18Q: 3 clusters Score -331389.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -331406.843750 Penalty: 2719.296875
	Iteration 19Q: 3 clusters Score -331406.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -331424.593750 Penalty: 2719.296875
	Iteration 20F: 3 clusters Score -331424.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -331438.343750 Penalty: 2719.296875
	Iteration 21Q: 3 clusters Score -331438.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -331445.437500 Penalty: 2719.296875
	Iteration 22Q: 3 clusters Score -331445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -331448.593750 Penalty: 2719.296875
	Iteration 23Q: 3 clusters Score -331448.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -331453.281250 Penalty: 2719.296875
	Iteration 24Q: 3 clusters Score -331453.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331459.906250 Penalty: 2719.296875
	Iteration 25Q: 3 clusters Score -331459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -331467.468750 Penalty: 2719.296875
	Iteration 26Q: 3 clusters Score -331467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -331475.343750 Penalty: 2719.296875
	Iteration 27Q: 3 clusters Score -331475.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -331485.062500 Penalty: 2719.296875
	Iteration 28Q: 3 clusters Score -331485.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -331489.656250 Penalty: 2719.296875
	Iteration 29Q: 3 clusters Score -331489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -331494.875000 Penalty: 2719.296875
	Iteration 30Q: 3 clusters Score -331494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -331497.968750 Penalty: 2719.296875
	Iteration 31Q: 3 clusters Score -331498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -331502.187500 Penalty: 2719.296875
	Iteration 32Q: 3 clusters Score -331502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -331507.406250 Penalty: 2719.296875
	Iteration 33Q: 3 clusters Score -331507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -331509.531250 Penalty: 2719.296875
	Iteration 34Q: 3 clusters Score -331509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -331510.312500 Penalty: 2719.296875
	Iteration 35Q: 3 clusters Score -331510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331511.781250 Penalty: 2719.296875
	Iteration 36Q: 3 clusters Score -331511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -331512.125000 Penalty: 2719.296875
	Iteration 37Q: 3 clusters Score -331512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -331513.875000 Penalty: 2719.296875
	Iteration 38Q: 3 clusters Score -331513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -331514.093750 Penalty: 2719.296875
	Iteration 39Q: 3 clusters Score -331514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -331514.093750 Penalty: 2719.296875
	Iteration 40F: 3 clusters Score -331514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158529 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205658 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 2830 members 
Mstep: Class 14 contains 26973 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 14786 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8422 members 
Mstep: Class 31 contains 1473 members 
Entering Unmasked Estep 
Score: -54423508.000000 Penalty: 67481.570312
Splitting cluster 13 changes total score from -54423884.000000 to -54423508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (26973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Entering Unmasked Estep 
Score: -2301461.500000 Penalty: 1657.921143
	Iteration 0F: 2 clusters Score -2301462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2283406.750000 Penalty: 3315.842285
	Iteration 0F: 3 clusters Score -2283407 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2290218.000000 Penalty: 3315.842285
	Iteration 1F: 3 clusters Score -2290218 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2290803.750000 Penalty: 3315.842285
	Iteration 2F: 3 clusters Score -2290804 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2291597.000000 Penalty: 3315.842285
	Iteration 3F: 3 clusters Score -2291597 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2292554.500000 Penalty: 3315.842285
	Iteration 4F: 3 clusters Score -2292554 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2293656.500000 Penalty: 3315.842285
	Iteration 5F: 3 clusters Score -2293656 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2294790.250000 Penalty: 3315.842285
	Iteration 6F: 3 clusters Score -2294790 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2295902.750000 Penalty: 3315.842285
	Iteration 7F: 3 clusters Score -2295903 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2296877.750000 Penalty: 3315.842285
	Iteration 8Q: 3 clusters Score -2296878 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2297610.250000 Penalty: 3315.842285
	Iteration 9Q: 3 clusters Score -2297610 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2298118.250000 Penalty: 3315.842285
	Iteration 10Q: 3 clusters Score -2298118 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2298470.500000 Penalty: 3315.842285
	Iteration 11Q: 3 clusters Score -2298470 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2298727.500000 Penalty: 3315.842285
	Iteration 12Q: 3 clusters Score -2298728 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2298916.000000 Penalty: 3315.842285
	Iteration 13Q: 3 clusters Score -2298916 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2299055.750000 Penalty: 3315.842285
	Iteration 14Q: 3 clusters Score -2299056 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2299151.250000 Penalty: 3315.842285
	Iteration 15Q: 3 clusters Score -2299151 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2299242.250000 Penalty: 3315.842285
	Iteration 16Q: 3 clusters Score -2299242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2299335.750000 Penalty: 3315.842285
	Iteration 17Q: 3 clusters Score -2299336 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2299401.250000 Penalty: 3315.842285
	Iteration 18Q: 3 clusters Score -2299401 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2299459.000000 Penalty: 3315.842285
	Iteration 19Q: 3 clusters Score -2299459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2299516.500000 Penalty: 3315.842285
	Iteration 20F: 3 clusters Score -2299516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2299562.500000 Penalty: 3315.842285
	Iteration 21Q: 3 clusters Score -2299562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2299603.000000 Penalty: 3315.842285
	Iteration 22Q: 3 clusters Score -2299603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2299642.000000 Penalty: 3315.842285
	Iteration 23Q: 3 clusters Score -2299642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2299687.750000 Penalty: 3315.842285
	Iteration 24Q: 3 clusters Score -2299688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2299719.000000 Penalty: 3315.842285
	Iteration 25Q: 3 clusters Score -2299719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2299759.250000 Penalty: 3315.842285
	Iteration 26Q: 3 clusters Score -2299759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -2299790.750000 Penalty: 3315.842285
	Iteration 27Q: 3 clusters Score -2299791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2299822.750000 Penalty: 3315.842285
	Iteration 28Q: 3 clusters Score -2299823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2299852.250000 Penalty: 3315.842285
	Iteration 29Q: 3 clusters Score -2299852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2299877.500000 Penalty: 3315.842285
	Iteration 30Q: 3 clusters Score -2299878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2299914.500000 Penalty: 3315.842285
	Iteration 31Q: 3 clusters Score -2299914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2299938.750000 Penalty: 3315.842285
	Iteration 32Q: 3 clusters Score -2299939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2299963.000000 Penalty: 3315.842285
	Iteration 33Q: 3 clusters Score -2299963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2299980.500000 Penalty: 3315.842285
	Iteration 34Q: 3 clusters Score -2299980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2299994.500000 Penalty: 3315.842285
	Iteration 35Q: 3 clusters Score -2299994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2300005.000000 Penalty: 3315.842285
	Iteration 36Q: 3 clusters Score -2300005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2300013.500000 Penalty: 3315.842285
	Iteration 37Q: 3 clusters Score -2300014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2300018.250000 Penalty: 3315.842285
	Iteration 38Q: 3 clusters Score -2300018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2300020.500000 Penalty: 3315.842285
	Iteration 39Q: 3 clusters Score -2300020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2300026.750000 Penalty: 3315.842285
	Iteration 40F: 3 clusters Score -2300027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2300027.750000 Penalty: 3315.842285
	Iteration 41Q: 3 clusters Score -2300028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2300026.250000 Penalty: 3315.842285
	Iteration 42Q: 3 clusters Score -2300026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2300028.250000 Penalty: 3315.842285
	Iteration 43Q: 3 clusters Score -2300028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2300028.250000 Penalty: 3315.842285
	Iteration 44Q: 3 clusters Score -2300028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2300028.000000 Penalty: 3315.842285
	Iteration 45Q: 3 clusters Score -2300028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2300028.000000 Penalty: 3315.842285
	Iteration 46F: 3 clusters Score -2300028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -629611.250000 Penalty: 1449.563232
	Iteration 0F: 2 clusters Score -629611.2 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 3771 members 
Entering Unmasked Estep 
Score: -624069.375000 Penalty: 2899.126465
	Iteration 0F: 3 clusters Score -624069.4 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -625711.812500 Penalty: 2899.126465
	Iteration 1F: 3 clusters Score -625711.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -625937.750000 Penalty: 2899.126465
	Iteration 2F: 3 clusters Score -625937.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -626080.812500 Penalty: 2899.126465
	Iteration 3Q: 3 clusters Score -626080.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -626191.500000 Penalty: 2899.126465
	Iteration 4Q: 3 clusters Score -626191.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -626284.125000 Penalty: 2899.126465
	Iteration 5Q: 3 clusters Score -626284.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -626365.875000 Penalty: 2899.126465
	Iteration 6Q: 3 clusters Score -626365.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -626444.000000 Penalty: 2899.126465
	Iteration 7Q: 3 clusters Score -626444 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -626527.312500 Penalty: 2899.126465
	Iteration 8Q: 3 clusters Score -626527.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -626605.062500 Penalty: 2899.126465
	Iteration 9Q: 3 clusters Score -626605.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -626682.437500 Penalty: 2899.126465
	Iteration 10Q: 3 clusters Score -626682.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -626773.625000 Penalty: 2899.126465
	Iteration 11Q: 3 clusters Score -626773.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -626884.062500 Penalty: 2899.126465
	Iteration 12Q: 3 clusters Score -626884.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -626977.062500 Penalty: 2899.126465
	Iteration 13Q: 3 clusters Score -626977.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -627069.562500 Penalty: 2899.126465
	Iteration 14Q: 3 clusters Score -627069.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -627172.375000 Penalty: 2899.126465
	Iteration 15Q: 3 clusters Score -627172.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -627295.937500 Penalty: 2899.126465
	Iteration 16Q: 3 clusters Score -627295.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -627460.000000 Penalty: 2899.126465
	Iteration 17Q: 3 clusters Score -627460 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -627630.625000 Penalty: 2899.126465
	Iteration 18Q: 3 clusters Score -627630.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -627785.187500 Penalty: 2899.126465
	Iteration 19Q: 3 clusters Score -627785.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -627925.250000 Penalty: 2899.126465
	Iteration 20F: 3 clusters Score -627925.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -628031.750000 Penalty: 2899.126465
	Iteration 21Q: 3 clusters Score -628031.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -628108.437500 Penalty: 2899.126465
	Iteration 22Q: 3 clusters Score -628108.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -628188.437500 Penalty: 2899.126465
	Iteration 23Q: 3 clusters Score -628188.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -628257.375000 Penalty: 2899.126465
	Iteration 24Q: 3 clusters Score -628257.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -628318.687500 Penalty: 2899.126465
	Iteration 25Q: 3 clusters Score -628318.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -628366.187500 Penalty: 2899.126465
	Iteration 26Q: 3 clusters Score -628366.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -628403.000000 Penalty: 2899.126465
	Iteration 27Q: 3 clusters Score -628403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -628429.250000 Penalty: 2899.126465
	Iteration 28Q: 3 clusters Score -628429.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -628447.687500 Penalty: 2899.126465
	Iteration 29Q: 3 clusters Score -628447.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -628458.625000 Penalty: 2899.126465
	Iteration 30Q: 3 clusters Score -628458.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -628472.250000 Penalty: 2899.126465
	Iteration 31Q: 3 clusters Score -628472.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -628482.250000 Penalty: 2899.126465
	Iteration 32Q: 3 clusters Score -628482.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -628489.437500 Penalty: 2899.126465
	Iteration 33Q: 3 clusters Score -628489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -628492.562500 Penalty: 2899.126465
	Iteration 34Q: 3 clusters Score -628492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -628495.750000 Penalty: 2899.126465
	Iteration 35Q: 3 clusters Score -628495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -628498.187500 Penalty: 2899.126465
	Iteration 36Q: 3 clusters Score -628498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -628504.625000 Penalty: 2899.126465
	Iteration 37Q: 3 clusters Score -628504.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -628508.625000 Penalty: 2899.126465
	Iteration 38Q: 3 clusters Score -628508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -628512.562500 Penalty: 2899.126465
	Iteration 39Q: 3 clusters Score -628512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -628515.812500 Penalty: 2899.126465
	Iteration 40F: 3 clusters Score -628515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -628517.562500 Penalty: 2899.126465
	Iteration 41Q: 3 clusters Score -628517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -628519.187500 Penalty: 2899.126465
	Iteration 42Q: 3 clusters Score -628519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -628519.437500 Penalty: 2899.126465
	Iteration 43Q: 3 clusters Score -628519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -628521.062500 Penalty: 2899.126465
	Iteration 44Q: 3 clusters Score -628521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -628521.625000 Penalty: 2899.126465
	Iteration 45Q: 3 clusters Score -628521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -628522.812500 Penalty: 2899.126465
	Iteration 46Q: 3 clusters Score -628522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -628522.812500 Penalty: 2899.126465
	Iteration 47F: 3 clusters Score -628522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Entering Unmasked Estep 
Score: -1462914.000000 Penalty: 1586.265869
	Iteration 0F: 2 clusters Score -1462914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1450997.125000 Penalty: 3172.531738
	Iteration 0F: 3 clusters Score -1450997 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1455351.000000 Penalty: 3172.531738
	Iteration 1F: 3 clusters Score -1455351 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1455841.125000 Penalty: 3172.531738
	Iteration 2F: 3 clusters Score -1455841 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1456410.625000 Penalty: 3172.531738
	Iteration 3F: 3 clusters Score -1456411 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1457115.500000 Penalty: 3172.531738
	Iteration 4F: 3 clusters Score -1457116 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1457837.750000 Penalty: 3172.531738
	Iteration 5F: 3 clusters Score -1457838 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1458546.750000 Penalty: 3172.531738
	Iteration 6F: 3 clusters Score -1458547 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1459238.750000 Penalty: 3172.531738
	Iteration 7F: 3 clusters Score -1459239 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1459922.375000 Penalty: 3172.531738
	Iteration 8F: 3 clusters Score -1459922 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1460455.375000 Penalty: 3172.531738
	Iteration 9Q: 3 clusters Score -1460455 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1460798.375000 Penalty: 3172.531738
	Iteration 10Q: 3 clusters Score -1460798 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1460976.750000 Penalty: 3172.531738
	Iteration 11Q: 3 clusters Score -1460977 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1461058.000000 Penalty: 3172.531738
	Iteration 12Q: 3 clusters Score -1461058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1461114.625000 Penalty: 3172.531738
	Iteration 13Q: 3 clusters Score -1461115 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1461146.875000 Penalty: 3172.531738
	Iteration 14Q: 3 clusters Score -1461147 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1461167.250000 Penalty: 3172.531738
	Iteration 15Q: 3 clusters Score -1461167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1461183.500000 Penalty: 3172.531738
	Iteration 16Q: 3 clusters Score -1461184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1461189.000000 Penalty: 3172.531738
	Iteration 17Q: 3 clusters Score -1461189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1461196.375000 Penalty: 3172.531738
	Iteration 18Q: 3 clusters Score -1461196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1461199.750000 Penalty: 3172.531738
	Iteration 19Q: 3 clusters Score -1461200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1461200.000000 Penalty: 3172.531738
	Iteration 20F: 3 clusters Score -1461200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1461206.250000 Penalty: 3172.531738
	Iteration 21Q: 3 clusters Score -1461206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1461214.250000 Penalty: 3172.531738
	Iteration 22Q: 3 clusters Score -1461214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1461216.625000 Penalty: 3172.531738
	Iteration 23Q: 3 clusters Score -1461217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1461217.875000 Penalty: 3172.531738
	Iteration 24Q: 3 clusters Score -1461218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1461218.500000 Penalty: 3172.531738
	Iteration 25Q: 3 clusters Score -1461218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1461223.750000 Penalty: 3172.531738
	Iteration 26Q: 3 clusters Score -1461224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1461229.125000 Penalty: 3172.531738
	Iteration 27Q: 3 clusters Score -1461229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1461227.875000 Penalty: 3172.531738
	Iteration 28Q: 3 clusters Score -1461228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1461228.750000 Penalty: 3172.531738
	Iteration 29Q: 3 clusters Score -1461229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1461229.750000 Penalty: 3172.531738
	Iteration 30Q: 3 clusters Score -1461230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1461230.125000 Penalty: 3172.531738
	Iteration 31Q: 3 clusters Score -1461230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1461231.750000 Penalty: 3172.531738
	Iteration 32Q: 3 clusters Score -1461232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1461236.750000 Penalty: 3172.531738
	Iteration 33Q: 3 clusters Score -1461237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1461238.250000 Penalty: 3172.531738
	Iteration 34Q: 3 clusters Score -1461238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1461238.375000 Penalty: 3172.531738
	Iteration 35Q: 3 clusters Score -1461238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1461241.375000 Penalty: 3172.531738
	Iteration 36Q: 3 clusters Score -1461241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1461238.125000 Penalty: 3172.531738
	Iteration 37Q: 3 clusters Score -1461238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1461245.875000 Penalty: 3172.531738
	Iteration 38Q: 3 clusters Score -1461246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1461250.125000 Penalty: 3172.531738
	Iteration 39Q: 3 clusters Score -1461250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1461250.875000 Penalty: 3172.531738
	Iteration 40F: 3 clusters Score -1461251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1461253.625000 Penalty: 3172.531738
	Iteration 41Q: 3 clusters Score -1461254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1461258.875000 Penalty: 3172.531738
	Iteration 42Q: 3 clusters Score -1461259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1461259.500000 Penalty: 3172.531738
	Iteration 43Q: 3 clusters Score -1461260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1461259.125000 Penalty: 3172.531738
	Iteration 44Q: 3 clusters Score -1461259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1461264.000000 Penalty: 3172.531738
	Iteration 45Q: 3 clusters Score -1461264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1461266.625000 Penalty: 3172.531738
	Iteration 46Q: 3 clusters Score -1461267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1461267.500000 Penalty: 3172.531738
	Iteration 47Q: 3 clusters Score -1461268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1461268.125000 Penalty: 3172.531738
	Iteration 48Q: 3 clusters Score -1461268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1461267.250000 Penalty: 3172.531738
	Iteration 49Q: 3 clusters Score -1461267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1461271.500000 Penalty: 3172.531738
	Iteration 50Q: 3 clusters Score -1461272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1461269.250000 Penalty: 3172.531738
	Iteration 51Q: 3 clusters Score -1461269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1461270.250000 Penalty: 3172.531738
	Iteration 52Q: 3 clusters Score -1461270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1461272.500000 Penalty: 3172.531738
	Iteration 53Q: 3 clusters Score -1461272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1461273.750000 Penalty: 3172.531738
	Iteration 54Q: 3 clusters Score -1461274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1461273.125000 Penalty: 3172.531738
	Iteration 55Q: 3 clusters Score -1461273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1461274.375000 Penalty: 3172.531738
	Iteration 56Q: 3 clusters Score -1461274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1461278.750000 Penalty: 3172.531738
	Iteration 57Q: 3 clusters Score -1461279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1461277.750000 Penalty: 3172.531738
	Iteration 58Q: 3 clusters Score -1461278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1461279.500000 Penalty: 3172.531738
	Iteration 59Q: 3 clusters Score -1461280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1461285.125000 Penalty: 3172.531738
	Iteration 60F: 3 clusters Score -1461285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1461288.000000 Penalty: 3172.531738
	Iteration 61Q: 3 clusters Score -1461288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1461285.000000 Penalty: 3172.531738
	Iteration 62Q: 3 clusters Score -1461285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1461283.375000 Penalty: 3172.531738
	Iteration 63Q: 3 clusters Score -1461283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1461284.500000 Penalty: 3172.531738
	Iteration 64Q: 3 clusters Score -1461284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1461289.500000 Penalty: 3172.531738
	Iteration 65Q: 3 clusters Score -1461290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1461290.250000 Penalty: 3172.531738
	Iteration 66Q: 3 clusters Score -1461290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1461288.375000 Penalty: 3172.531738
	Iteration 67Q: 3 clusters Score -1461288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1461287.125000 Penalty: 3172.531738
	Iteration 68Q: 3 clusters Score -1461287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1461289.250000 Penalty: 3172.531738
	Iteration 69Q: 3 clusters Score -1461289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1461289.250000 Penalty: 3172.531738
	Iteration 70F: 3 clusters Score -1461289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Entering Unmasked Estep 
Score: -1131994.625000 Penalty: 1543.826294
	Iteration 0F: 2 clusters Score -1131995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1122647.625000 Penalty: 3087.652588
	Iteration 0F: 3 clusters Score -1122648 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1125862.000000 Penalty: 3087.652588
	Iteration 1F: 3 clusters Score -1125862 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1126148.500000 Penalty: 3087.652588
	Iteration 2F: 3 clusters Score -1126148 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1126391.625000 Penalty: 3087.652588
	Iteration 3Q: 3 clusters Score -1126392 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1126607.000000 Penalty: 3087.652588
	Iteration 4Q: 3 clusters Score -1126607 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1126799.250000 Penalty: 3087.652588
	Iteration 5Q: 3 clusters Score -1126799 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1127024.000000 Penalty: 3087.652588
	Iteration 6Q: 3 clusters Score -1127024 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1127249.750000 Penalty: 3087.652588
	Iteration 7Q: 3 clusters Score -1127250 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1127465.375000 Penalty: 3087.652588
	Iteration 8Q: 3 clusters Score -1127465 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1127658.250000 Penalty: 3087.652588
	Iteration 9Q: 3 clusters Score -1127658 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1127864.750000 Penalty: 3087.652588
	Iteration 10Q: 3 clusters Score -1127865 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1128095.000000 Penalty: 3087.652588
	Iteration 11Q: 3 clusters Score -1128095 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1128358.875000 Penalty: 3087.652588
	Iteration 12Q: 3 clusters Score -1128359 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1128644.375000 Penalty: 3087.652588
	Iteration 13Q: 3 clusters Score -1128644 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1128909.000000 Penalty: 3087.652588
	Iteration 14Q: 3 clusters Score -1128909 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1129134.875000 Penalty: 3087.652588
	Iteration 15Q: 3 clusters Score -1129135 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1129310.750000 Penalty: 3087.652588
	Iteration 16Q: 3 clusters Score -1129311 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1129469.000000 Penalty: 3087.652588
	Iteration 17Q: 3 clusters Score -1129469 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1129601.750000 Penalty: 3087.652588
	Iteration 18Q: 3 clusters Score -1129602 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1129670.000000 Penalty: 3087.652588
	Iteration 19Q: 3 clusters Score -1129670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1129713.000000 Penalty: 3087.652588
	Iteration 20F: 3 clusters Score -1129713 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1129741.000000 Penalty: 3087.652588
	Iteration 21Q: 3 clusters Score -1129741 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1129763.750000 Penalty: 3087.652588
	Iteration 22Q: 3 clusters Score -1129764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1129776.875000 Penalty: 3087.652588
	Iteration 23Q: 3 clusters Score -1129777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1129795.250000 Penalty: 3087.652588
	Iteration 24Q: 3 clusters Score -1129795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1129811.375000 Penalty: 3087.652588
	Iteration 25Q: 3 clusters Score -1129811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1129826.625000 Penalty: 3087.652588
	Iteration 26Q: 3 clusters Score -1129827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1129839.875000 Penalty: 3087.652588
	Iteration 27Q: 3 clusters Score -1129840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1129854.125000 Penalty: 3087.652588
	Iteration 28Q: 3 clusters Score -1129854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1129872.750000 Penalty: 3087.652588
	Iteration 29Q: 3 clusters Score -1129873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1129888.750000 Penalty: 3087.652588
	Iteration 30Q: 3 clusters Score -1129889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1129902.250000 Penalty: 3087.652588
	Iteration 31Q: 3 clusters Score -1129902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1129913.000000 Penalty: 3087.652588
	Iteration 32Q: 3 clusters Score -1129913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1129921.250000 Penalty: 3087.652588
	Iteration 33Q: 3 clusters Score -1129921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1129929.000000 Penalty: 3087.652588
	Iteration 34Q: 3 clusters Score -1129929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1129932.250000 Penalty: 3087.652588
	Iteration 35Q: 3 clusters Score -1129932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1129940.625000 Penalty: 3087.652588
	Iteration 36Q: 3 clusters Score -1129941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1129947.625000 Penalty: 3087.652588
	Iteration 37Q: 3 clusters Score -1129948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1129948.375000 Penalty: 3087.652588
	Iteration 38Q: 3 clusters Score -1129948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1129957.000000 Penalty: 3087.652588
	Iteration 39Q: 3 clusters Score -1129957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1129959.875000 Penalty: 3087.652588
	Iteration 40F: 3 clusters Score -1129960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1129962.375000 Penalty: 3087.652588
	Iteration 41Q: 3 clusters Score -1129962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1129967.625000 Penalty: 3087.652588
	Iteration 42Q: 3 clusters Score -1129968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1129973.875000 Penalty: 3087.652588
	Iteration 43Q: 3 clusters Score -1129974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1129976.125000 Penalty: 3087.652588
	Iteration 44Q: 3 clusters Score -1129976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1129978.375000 Penalty: 3087.652588
	Iteration 45Q: 3 clusters Score -1129978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1129982.250000 Penalty: 3087.652588
	Iteration 46Q: 3 clusters Score -1129982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1129980.250000 Penalty: 3087.652588
	Iteration 47Q: 3 clusters Score -1129980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1129979.250000 Penalty: 3087.652588
	Iteration 48Q: 3 clusters Score -1129979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1129987.750000 Penalty: 3087.652588
	Iteration 49Q: 3 clusters Score -1129988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1129986.500000 Penalty: 3087.652588
	Iteration 50Q: 3 clusters Score -1129986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1129987.875000 Penalty: 3087.652588
	Iteration 51Q: 3 clusters Score -1129988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1129990.375000 Penalty: 3087.652588
	Iteration 52Q: 3 clusters Score -1129990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1129993.375000 Penalty: 3087.652588
	Iteration 53Q: 3 clusters Score -1129993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1129996.875000 Penalty: 3087.652588
	Iteration 54Q: 3 clusters Score -1129997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1129996.125000 Penalty: 3087.652588
	Iteration 55Q: 3 clusters Score -1129996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1129996.625000 Penalty: 3087.652588
	Iteration 56Q: 3 clusters Score -1129997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1130000.750000 Penalty: 3087.652588
	Iteration 57Q: 3 clusters Score -1130001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1130005.000000 Penalty: 3087.652588
	Iteration 58Q: 3 clusters Score -1130005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1130006.250000 Penalty: 3087.652588
	Iteration 59Q: 3 clusters Score -1130006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1130010.250000 Penalty: 3087.652588
	Iteration 60F: 3 clusters Score -1130010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1130014.875000 Penalty: 3087.652588
	Iteration 61Q: 3 clusters Score -1130015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1130020.250000 Penalty: 3087.652588
	Iteration 62Q: 3 clusters Score -1130020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1130026.250000 Penalty: 3087.652588
	Iteration 63Q: 3 clusters Score -1130026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1130031.750000 Penalty: 3087.652588
	Iteration 64Q: 3 clusters Score -1130032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1130038.500000 Penalty: 3087.652588
	Iteration 65Q: 3 clusters Score -1130038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1130041.750000 Penalty: 3087.652588
	Iteration 66Q: 3 clusters Score -1130042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1130046.750000 Penalty: 3087.652588
	Iteration 67Q: 3 clusters Score -1130047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1130051.125000 Penalty: 3087.652588
	Iteration 68Q: 3 clusters Score -1130051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1130055.625000 Penalty: 3087.652588
	Iteration 69Q: 3 clusters Score -1130056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1130056.375000 Penalty: 3087.652588
	Iteration 70Q: 3 clusters Score -1130056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1130056.875000 Penalty: 3087.652588
	Iteration 71Q: 3 clusters Score -1130057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1130060.000000 Penalty: 3087.652588
	Iteration 72Q: 3 clusters Score -1130060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1130062.125000 Penalty: 3087.652588
	Iteration 73Q: 3 clusters Score -1130062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1130066.000000 Penalty: 3087.652588
	Iteration 74Q: 3 clusters Score -1130066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1130067.625000 Penalty: 3087.652588
	Iteration 75Q: 3 clusters Score -1130068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1130073.500000 Penalty: 3087.652588
	Iteration 76Q: 3 clusters Score -1130074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1130072.375000 Penalty: 3087.652588
	Iteration 77Q: 3 clusters Score -1130072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1130074.625000 Penalty: 3087.652588
	Iteration 78Q: 3 clusters Score -1130075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1130078.250000 Penalty: 3087.652588
	Iteration 79Q: 3 clusters Score -1130078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1130077.875000 Penalty: 3087.652588
	Iteration 80F: 3 clusters Score -1130078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1130078.875000 Penalty: 3087.652588
	Iteration 81Q: 3 clusters Score -1130079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1130079.500000 Penalty: 3087.652588
	Iteration 82Q: 3 clusters Score -1130080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1130079.750000 Penalty: 3087.652588
	Iteration 83Q: 3 clusters Score -1130080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1130081.875000 Penalty: 3087.652588
	Iteration 84Q: 3 clusters Score -1130082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1130084.625000 Penalty: 3087.652588
	Iteration 85Q: 3 clusters Score -1130085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1130086.375000 Penalty: 3087.652588
	Iteration 86Q: 3 clusters Score -1130086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1130088.750000 Penalty: 3087.652588
	Iteration 87Q: 3 clusters Score -1130089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1130088.625000 Penalty: 3087.652588
	Iteration 88Q: 3 clusters Score -1130089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1130089.625000 Penalty: 3087.652588
	Iteration 89Q: 3 clusters Score -1130090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1130089.750000 Penalty: 3087.652588
	Iteration 90Q: 3 clusters Score -1130090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1130091.750000 Penalty: 3087.652588
	Iteration 91Q: 3 clusters Score -1130092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1130093.125000 Penalty: 3087.652588
	Iteration 92Q: 3 clusters Score -1130093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1130095.375000 Penalty: 3087.652588
	Iteration 93Q: 3 clusters Score -1130095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1130095.750000 Penalty: 3087.652588
	Iteration 94Q: 3 clusters Score -1130096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1130096.250000 Penalty: 3087.652588
	Iteration 95Q: 3 clusters Score -1130096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1130097.875000 Penalty: 3087.652588
	Iteration 96Q: 3 clusters Score -1130098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1130101.000000 Penalty: 3087.652588
	Iteration 97Q: 3 clusters Score -1130101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1130105.500000 Penalty: 3087.652588
	Iteration 98Q: 3 clusters Score -1130106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1130107.875000 Penalty: 3087.652588
	Iteration 99Q: 3 clusters Score -1130108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1130105.625000 Penalty: 3087.652588
	Iteration 100F: 3 clusters Score -1130106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1130104.625000 Penalty: 3087.652588
	Iteration 101Q: 3 clusters Score -1130105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1130106.750000 Penalty: 3087.652588
	Iteration 102Q: 3 clusters Score -1130107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1130106.125000 Penalty: 3087.652588
	Iteration 103Q: 3 clusters Score -1130106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1130104.625000 Penalty: 3087.652588
	Iteration 104Q: 3 clusters Score -1130105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1130104.625000 Penalty: 3087.652588
	Iteration 105F: 3 clusters Score -1130105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -151244.250000 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -151244.2 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 1096 members 
Entering Unmasked Estep 
Score: -149018.109375 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -149018.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -149745.984375 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -149746 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -150051.703125 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -150051.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -150326.312500 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -150326.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -150532.046875 Penalty: 2506.544189
	Iteration 4F: 3 clusters Score -150532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -150711.109375 Penalty: 2506.544189
	Iteration 5F: 3 clusters Score -150711.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -150861.859375 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -150861.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -150965.546875 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -150965.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -151040.937500 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -151040.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -151082.312500 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -151082.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -151108.781250 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -151108.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -151122.375000 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -151122.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -151131.921875 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -151131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -151142.359375 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -151142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -151153.468750 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -151153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -151159.750000 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -151159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -151162.109375 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -151162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -151164.015625 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -151164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -151166.421875 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -151166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -151169.640625 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -151169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -151170.484375 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -151170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -151172.703125 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -151172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -151173.125000 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -151173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -151174.640625 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -151174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -151175.593750 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -151175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -151176.656250 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -151176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -151178.828125 Penalty: 2506.544189
	Iteration 26Q: 3 clusters Score -151178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -151179.296875 Penalty: 2506.544189
	Iteration 27Q: 3 clusters Score -151179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151179.718750 Penalty: 2506.544189
	Iteration 28Q: 3 clusters Score -151179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151179.718750 Penalty: 2506.544189
	Iteration 29F: 3 clusters Score -151179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -317013.968750 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -317014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -313657.125000 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -313657.1 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314685.843750 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -314685.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -315058.031250 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -315058 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -315375.531250 Penalty: 2702.638672
	Iteration 3F: 3 clusters Score -315375.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -315693.968750 Penalty: 2702.638672
	Iteration 4F: 3 clusters Score -315694 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -315927.718750 Penalty: 2702.638672
	Iteration 5F: 3 clusters Score -315927.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -316084.531250 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -316084.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -316238.437500 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -316238.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -316372.562500 Penalty: 2702.638672
	Iteration 8Q: 3 clusters Score -316372.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -316512.343750 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -316512.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -316628.312500 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -316628.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -316723.437500 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -316723.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -316817.562500 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -316817.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -316900.062500 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -316900.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -316969.250000 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -316969.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -317014.468750 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -317014.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -317041.875000 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -317041.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -317056.375000 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -317056.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -317067.843750 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -317067.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -317079.937500 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -317079.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -317093.375000 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -317093.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -317105.468750 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -317105.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -317113.062500 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -317113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -317118.718750 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -317118.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -317124.562500 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -317124.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -317130.031250 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -317130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -317139.343750 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -317139.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -317148.281250 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -317148.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -317156.218750 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -317156.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -317164.281250 Penalty: 2702.638672
	Iteration 29Q: 3 clusters Score -317164.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -317171.656250 Penalty: 2702.638672
	Iteration 30Q: 3 clusters Score -317171.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -317178.062500 Penalty: 2702.638672
	Iteration 31Q: 3 clusters Score -317178.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -317182.312500 Penalty: 2702.638672
	Iteration 32Q: 3 clusters Score -317182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -317188.375000 Penalty: 2702.638672
	Iteration 33Q: 3 clusters Score -317188.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -317194.250000 Penalty: 2702.638672
	Iteration 34Q: 3 clusters Score -317194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -317197.875000 Penalty: 2702.638672
	Iteration 35Q: 3 clusters Score -317197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -317203.125000 Penalty: 2702.638672
	Iteration 36Q: 3 clusters Score -317203.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -317213.843750 Penalty: 2702.638672
	Iteration 37Q: 3 clusters Score -317213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -317222.718750 Penalty: 2702.638672
	Iteration 38Q: 3 clusters Score -317222.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -317232.093750 Penalty: 2702.638672
	Iteration 39Q: 3 clusters Score -317232.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -317244.937500 Penalty: 2702.638672
	Iteration 40F: 3 clusters Score -317244.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -317254.687500 Penalty: 2702.638672
	Iteration 41Q: 3 clusters Score -317254.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -317266.062500 Penalty: 2702.638672
	Iteration 42Q: 3 clusters Score -317266.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -317272.437500 Penalty: 2702.638672
	Iteration 43Q: 3 clusters Score -317272.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -317275.875000 Penalty: 2702.638672
	Iteration 44Q: 3 clusters Score -317275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -317279.812500 Penalty: 2702.638672
	Iteration 45Q: 3 clusters Score -317279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317284.906250 Penalty: 2702.638672
	Iteration 46Q: 3 clusters Score -317284.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -317293.875000 Penalty: 2702.638672
	Iteration 47Q: 3 clusters Score -317293.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -317299.343750 Penalty: 2702.638672
	Iteration 48Q: 3 clusters Score -317299.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -317303.093750 Penalty: 2702.638672
	Iteration 49Q: 3 clusters Score -317303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -317305.312500 Penalty: 2702.638672
	Iteration 50Q: 3 clusters Score -317305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -317307.937500 Penalty: 2702.638672
	Iteration 51Q: 3 clusters Score -317307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -317308.437500 Penalty: 2702.638672
	Iteration 52Q: 3 clusters Score -317308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -317308.812500 Penalty: 2702.638672
	Iteration 53Q: 3 clusters Score -317308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -317308.531250 Penalty: 2702.638672
	Iteration 54Q: 3 clusters Score -317308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317309.656250 Penalty: 2702.638672
	Iteration 55Q: 3 clusters Score -317309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -317310.062500 Penalty: 2702.638672
	Iteration 56Q: 3 clusters Score -317310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -317310.687500 Penalty: 2702.638672
	Iteration 57Q: 3 clusters Score -317310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -317310.468750 Penalty: 2702.638672
	Iteration 58Q: 3 clusters Score -317310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -317311.187500 Penalty: 2702.638672
	Iteration 59Q: 3 clusters Score -317311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -317310.812500 Penalty: 2702.638672
	Iteration 60F: 3 clusters Score -317310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158529 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205658 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 26973 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 2782 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 14786 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8422 members 
Mstep: Class 31 contains 1306 members 
Entering Unmasked Estep 
Score: -54423328.000000 Penalty: 67481.570312
Splitting cluster 19 changes total score from -54423884.000000 to -54423328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1035176.187500 Penalty: 1526.699829
	Iteration 0F: 2 clusters Score -1035176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1026750.750000 Penalty: 3053.399658
	Iteration 0F: 3 clusters Score -1026751 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1029498.500000 Penalty: 3053.399658
	Iteration 1F: 3 clusters Score -1029498 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1029753.187500 Penalty: 3053.399658
	Iteration 2F: 3 clusters Score -1029753 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1029957.937500 Penalty: 3053.399658
	Iteration 3Q: 3 clusters Score -1029958 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1030176.812500 Penalty: 3053.399658
	Iteration 4Q: 3 clusters Score -1030177 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1030393.062500 Penalty: 3053.399658
	Iteration 5Q: 3 clusters Score -1030393 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1030597.187500 Penalty: 3053.399658
	Iteration 6Q: 3 clusters Score -1030597 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1030779.250000 Penalty: 3053.399658
	Iteration 7Q: 3 clusters Score -1030779 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1030956.125000 Penalty: 3053.399658
	Iteration 8Q: 3 clusters Score -1030956 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1031152.500000 Penalty: 3053.399658
	Iteration 9Q: 3 clusters Score -1031152 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1031332.625000 Penalty: 3053.399658
	Iteration 10Q: 3 clusters Score -1031333 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1031491.562500 Penalty: 3053.399658
	Iteration 11Q: 3 clusters Score -1031492 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1031647.187500 Penalty: 3053.399658
	Iteration 12Q: 3 clusters Score -1031647 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1031797.375000 Penalty: 3053.399658
	Iteration 13Q: 3 clusters Score -1031797 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1031940.312500 Penalty: 3053.399658
	Iteration 14Q: 3 clusters Score -1031940 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1032090.000000 Penalty: 3053.399658
	Iteration 15Q: 3 clusters Score -1032090 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1032226.562500 Penalty: 3053.399658
	Iteration 16Q: 3 clusters Score -1032227 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1032328.000000 Penalty: 3053.399658
	Iteration 17Q: 3 clusters Score -1032328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1032399.125000 Penalty: 3053.399658
	Iteration 18Q: 3 clusters Score -1032399 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1032450.500000 Penalty: 3053.399658
	Iteration 19Q: 3 clusters Score -1032450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1032500.187500 Penalty: 3053.399658
	Iteration 20F: 3 clusters Score -1032500 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1032542.000000 Penalty: 3053.399658
	Iteration 21Q: 3 clusters Score -1032542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1032578.437500 Penalty: 3053.399658
	Iteration 22Q: 3 clusters Score -1032578 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1032611.437500 Penalty: 3053.399658
	Iteration 23Q: 3 clusters Score -1032611 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1032638.625000 Penalty: 3053.399658
	Iteration 24Q: 3 clusters Score -1032639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1032659.062500 Penalty: 3053.399658
	Iteration 25Q: 3 clusters Score -1032659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1032673.937500 Penalty: 3053.399658
	Iteration 26Q: 3 clusters Score -1032674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1032693.125000 Penalty: 3053.399658
	Iteration 27Q: 3 clusters Score -1032693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1032710.562500 Penalty: 3053.399658
	Iteration 28Q: 3 clusters Score -1032711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1032730.750000 Penalty: 3053.399658
	Iteration 29Q: 3 clusters Score -1032731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1032745.437500 Penalty: 3053.399658
	Iteration 30Q: 3 clusters Score -1032745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1032753.937500 Penalty: 3053.399658
	Iteration 31Q: 3 clusters Score -1032754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1032764.187500 Penalty: 3053.399658
	Iteration 32Q: 3 clusters Score -1032764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1032778.000000 Penalty: 3053.399658
	Iteration 33Q: 3 clusters Score -1032778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1032790.625000 Penalty: 3053.399658
	Iteration 34Q: 3 clusters Score -1032791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1032802.500000 Penalty: 3053.399658
	Iteration 35Q: 3 clusters Score -1032802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1032816.812500 Penalty: 3053.399658
	Iteration 36Q: 3 clusters Score -1032817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1032827.000000 Penalty: 3053.399658
	Iteration 37Q: 3 clusters Score -1032827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1032836.937500 Penalty: 3053.399658
	Iteration 38Q: 3 clusters Score -1032837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1032846.875000 Penalty: 3053.399658
	Iteration 39Q: 3 clusters Score -1032847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1032852.312500 Penalty: 3053.399658
	Iteration 40F: 3 clusters Score -1032852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1032856.875000 Penalty: 3053.399658
	Iteration 41Q: 3 clusters Score -1032857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1032863.437500 Penalty: 3053.399658
	Iteration 42Q: 3 clusters Score -1032863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1032867.687500 Penalty: 3053.399658
	Iteration 43Q: 3 clusters Score -1032868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1032870.437500 Penalty: 3053.399658
	Iteration 44Q: 3 clusters Score -1032870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1032872.000000 Penalty: 3053.399658
	Iteration 45Q: 3 clusters Score -1032872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1032874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1032875.500000 Penalty: 3053.399658
	Iteration 47Q: 3 clusters Score -1032876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1032875.937500 Penalty: 3053.399658
	Iteration 48Q: 3 clusters Score -1032876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1032878.250000 Penalty: 3053.399658
	Iteration 49Q: 3 clusters Score -1032878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1032882.437500 Penalty: 3053.399658
	Iteration 50Q: 3 clusters Score -1032882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1032881.500000 Penalty: 3053.399658
	Iteration 51Q: 3 clusters Score -1032882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1032885.312500 Penalty: 3053.399658
	Iteration 52Q: 3 clusters Score -1032885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1032888.937500 Penalty: 3053.399658
	Iteration 53Q: 3 clusters Score -1032889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1032890.500000 Penalty: 3053.399658
	Iteration 54Q: 3 clusters Score -1032890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1032894.687500 Penalty: 3053.399658
	Iteration 55Q: 3 clusters Score -1032895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1032896.250000 Penalty: 3053.399658
	Iteration 56Q: 3 clusters Score -1032896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1032897.812500 Penalty: 3053.399658
	Iteration 57Q: 3 clusters Score -1032898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1032899.812500 Penalty: 3053.399658
	Iteration 58Q: 3 clusters Score -1032900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1032905.125000 Penalty: 3053.399658
	Iteration 59Q: 3 clusters Score -1032905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1032909.500000 Penalty: 3053.399658
	Iteration 60F: 3 clusters Score -1032910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1032913.187500 Penalty: 3053.399658
	Iteration 61Q: 3 clusters Score -1032913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1032920.187500 Penalty: 3053.399658
	Iteration 62Q: 3 clusters Score -1032920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1032921.562500 Penalty: 3053.399658
	Iteration 63Q: 3 clusters Score -1032922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1032923.000000 Penalty: 3053.399658
	Iteration 64Q: 3 clusters Score -1032923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1032926.875000 Penalty: 3053.399658
	Iteration 65Q: 3 clusters Score -1032927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1032932.375000 Penalty: 3053.399658
	Iteration 66Q: 3 clusters Score -1032932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1032934.750000 Penalty: 3053.399658
	Iteration 67Q: 3 clusters Score -1032935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1032935.062500 Penalty: 3053.399658
	Iteration 68Q: 3 clusters Score -1032935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1032938.500000 Penalty: 3053.399658
	Iteration 69Q: 3 clusters Score -1032938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1032942.250000 Penalty: 3053.399658
	Iteration 70Q: 3 clusters Score -1032942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1032950.937500 Penalty: 3053.399658
	Iteration 71Q: 3 clusters Score -1032951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1032954.250000 Penalty: 3053.399658
	Iteration 72Q: 3 clusters Score -1032954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1032962.812500 Penalty: 3053.399658
	Iteration 73Q: 3 clusters Score -1032963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1032966.375000 Penalty: 3053.399658
	Iteration 74Q: 3 clusters Score -1032966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1032973.937500 Penalty: 3053.399658
	Iteration 75Q: 3 clusters Score -1032974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1032981.312500 Penalty: 3053.399658
	Iteration 76Q: 3 clusters Score -1032981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1032987.000000 Penalty: 3053.399658
	Iteration 77Q: 3 clusters Score -1032987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1032992.250000 Penalty: 3053.399658
	Iteration 78Q: 3 clusters Score -1032992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1032994.937500 Penalty: 3053.399658
	Iteration 79Q: 3 clusters Score -1032995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1033008.062500 Penalty: 3053.399658
	Iteration 80F: 3 clusters Score -1033008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1033021.000000 Penalty: 3053.399658
	Iteration 81Q: 3 clusters Score -1033021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1033033.562500 Penalty: 3053.399658
	Iteration 82Q: 3 clusters Score -1033034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1033042.625000 Penalty: 3053.399658
	Iteration 83Q: 3 clusters Score -1033043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1033050.562500 Penalty: 3053.399658
	Iteration 84Q: 3 clusters Score -1033051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1033063.750000 Penalty: 3053.399658
	Iteration 85Q: 3 clusters Score -1033064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1033075.375000 Penalty: 3053.399658
	Iteration 86Q: 3 clusters Score -1033075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1033085.187500 Penalty: 3053.399658
	Iteration 87Q: 3 clusters Score -1033085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1033098.875000 Penalty: 3053.399658
	Iteration 88Q: 3 clusters Score -1033099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1033108.500000 Penalty: 3053.399658
	Iteration 89Q: 3 clusters Score -1033108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1033131.125000 Penalty: 3053.399658
	Iteration 90Q: 3 clusters Score -1033131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1033160.562500 Penalty: 3053.399658
	Iteration 91Q: 3 clusters Score -1033161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1033186.250000 Penalty: 3053.399658
	Iteration 92Q: 3 clusters Score -1033186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1033217.312500 Penalty: 3053.399658
	Iteration 93Q: 3 clusters Score -1033217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1033242.375000 Penalty: 3053.399658
	Iteration 94Q: 3 clusters Score -1033242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1033260.812500 Penalty: 3053.399658
	Iteration 95Q: 3 clusters Score -1033261 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1033279.812500 Penalty: 3053.399658
	Iteration 96Q: 3 clusters Score -1033280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1033299.500000 Penalty: 3053.399658
	Iteration 97Q: 3 clusters Score -1033300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1033314.250000 Penalty: 3053.399658
	Iteration 98Q: 3 clusters Score -1033314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1033341.625000 Penalty: 3053.399658
	Iteration 99Q: 3 clusters Score -1033342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1033370.125000 Penalty: 3053.399658
	Iteration 100F: 3 clusters Score -1033370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1033397.562500 Penalty: 3053.399658
	Iteration 101Q: 3 clusters Score -1033398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1033417.437500 Penalty: 3053.399658
	Iteration 102Q: 3 clusters Score -1033417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1033435.000000 Penalty: 3053.399658
	Iteration 103Q: 3 clusters Score -1033435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1033450.125000 Penalty: 3053.399658
	Iteration 104Q: 3 clusters Score -1033450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1033464.062500 Penalty: 3053.399658
	Iteration 105Q: 3 clusters Score -1033464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1033480.125000 Penalty: 3053.399658
	Iteration 106Q: 3 clusters Score -1033480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1033494.437500 Penalty: 3053.399658
	Iteration 107Q: 3 clusters Score -1033494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1033509.250000 Penalty: 3053.399658
	Iteration 108Q: 3 clusters Score -1033509 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1033530.250000 Penalty: 3053.399658
	Iteration 109Q: 3 clusters Score -1033530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1033550.625000 Penalty: 3053.399658
	Iteration 110Q: 3 clusters Score -1033551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1033571.187500 Penalty: 3053.399658
	Iteration 111Q: 3 clusters Score -1033571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1033591.125000 Penalty: 3053.399658
	Iteration 112Q: 3 clusters Score -1033591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1033608.625000 Penalty: 3053.399658
	Iteration 113Q: 3 clusters Score -1033609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1033625.312500 Penalty: 3053.399658
	Iteration 114Q: 3 clusters Score -1033625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1033642.375000 Penalty: 3053.399658
	Iteration 115Q: 3 clusters Score -1033642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1033662.500000 Penalty: 3053.399658
	Iteration 116Q: 3 clusters Score -1033662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1033691.000000 Penalty: 3053.399658
	Iteration 117Q: 3 clusters Score -1033691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1033717.125000 Penalty: 3053.399658
	Iteration 118Q: 3 clusters Score -1033717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1033738.750000 Penalty: 3053.399658
	Iteration 119Q: 3 clusters Score -1033739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1033762.187500 Penalty: 3053.399658
	Iteration 120F: 3 clusters Score -1033762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1033784.437500 Penalty: 3053.399658
	Iteration 121Q: 3 clusters Score -1033784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1033805.875000 Penalty: 3053.399658
	Iteration 122Q: 3 clusters Score -1033806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1033823.687500 Penalty: 3053.399658
	Iteration 123Q: 3 clusters Score -1033824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1033840.437500 Penalty: 3053.399658
	Iteration 124Q: 3 clusters Score -1033840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1033852.062500 Penalty: 3053.399658
	Iteration 125Q: 3 clusters Score -1033852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1033864.000000 Penalty: 3053.399658
	Iteration 126Q: 3 clusters Score -1033864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1033871.437500 Penalty: 3053.399658
	Iteration 127Q: 3 clusters Score -1033871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1033875.125000 Penalty: 3053.399658
	Iteration 128Q: 3 clusters Score -1033875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1033881.500000 Penalty: 3053.399658
	Iteration 129Q: 3 clusters Score -1033882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1033888.312500 Penalty: 3053.399658
	Iteration 130Q: 3 clusters Score -1033888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1033891.687500 Penalty: 3053.399658
	Iteration 131Q: 3 clusters Score -1033892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1033895.312500 Penalty: 3053.399658
	Iteration 132Q: 3 clusters Score -1033895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1033894.375000 Penalty: 3053.399658
	Iteration 133Q: 3 clusters Score -1033894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1033897.750000 Penalty: 3053.399658
	Iteration 134Q: 3 clusters Score -1033898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1033899.687500 Penalty: 3053.399658
	Iteration 135Q: 3 clusters Score -1033900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1033903.312500 Penalty: 3053.399658
	Iteration 136Q: 3 clusters Score -1033903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1033905.187500 Penalty: 3053.399658
	Iteration 137Q: 3 clusters Score -1033905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1033905.937500 Penalty: 3053.399658
	Iteration 138Q: 3 clusters Score -1033906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1033908.750000 Penalty: 3053.399658
	Iteration 139Q: 3 clusters Score -1033909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1033915.687500 Penalty: 3053.399658
	Iteration 140F: 3 clusters Score -1033916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1033920.500000 Penalty: 3053.399658
	Iteration 141Q: 3 clusters Score -1033920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1033920.750000 Penalty: 3053.399658
	Iteration 142Q: 3 clusters Score -1033921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1033922.500000 Penalty: 3053.399658
	Iteration 143Q: 3 clusters Score -1033922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1033923.625000 Penalty: 3053.399658
	Iteration 144Q: 3 clusters Score -1033924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1033927.312500 Penalty: 3053.399658
	Iteration 145Q: 3 clusters Score -1033927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1033929.812500 Penalty: 3053.399658
	Iteration 146Q: 3 clusters Score -1033930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1033933.812500 Penalty: 3053.399658
	Iteration 147Q: 3 clusters Score -1033934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1033937.312500 Penalty: 3053.399658
	Iteration 148Q: 3 clusters Score -1033937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1033939.312500 Penalty: 3053.399658
	Iteration 149Q: 3 clusters Score -1033939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1033943.375000 Penalty: 3053.399658
	Iteration 150Q: 3 clusters Score -1033943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1033949.187500 Penalty: 3053.399658
	Iteration 151Q: 3 clusters Score -1033949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1033951.625000 Penalty: 3053.399658
	Iteration 152Q: 3 clusters Score -1033952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1033953.312500 Penalty: 3053.399658
	Iteration 153Q: 3 clusters Score -1033953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1033956.750000 Penalty: 3053.399658
	Iteration 154Q: 3 clusters Score -1033957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1033958.687500 Penalty: 3053.399658
	Iteration 155Q: 3 clusters Score -1033959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1033960.312500 Penalty: 3053.399658
	Iteration 156Q: 3 clusters Score -1033960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1033960.812500 Penalty: 3053.399658
	Iteration 157Q: 3 clusters Score -1033961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1033966.625000 Penalty: 3053.399658
	Iteration 158Q: 3 clusters Score -1033967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1033969.125000 Penalty: 3053.399658
	Iteration 159Q: 3 clusters Score -1033969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1033968.500000 Penalty: 3053.399658
	Iteration 160F: 3 clusters Score -1033968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1033970.062500 Penalty: 3053.399658
	Iteration 161Q: 3 clusters Score -1033970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1033972.062500 Penalty: 3053.399658
	Iteration 162Q: 3 clusters Score -1033972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1033972.437500 Penalty: 3053.399658
	Iteration 163Q: 3 clusters Score -1033972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1033973.875000 Penalty: 3053.399658
	Iteration 164Q: 3 clusters Score -1033974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1033974.812500 Penalty: 3053.399658
	Iteration 165Q: 3 clusters Score -1033975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1033976.437500 Penalty: 3053.399658
	Iteration 166Q: 3 clusters Score -1033976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1033975.750000 Penalty: 3053.399658
	Iteration 167Q: 3 clusters Score -1033976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1033975.937500 Penalty: 3053.399658
	Iteration 168Q: 3 clusters Score -1033976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1033975.437500 Penalty: 3053.399658
	Iteration 169Q: 3 clusters Score -1033975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1033975.062500 Penalty: 3053.399658
	Iteration 170Q: 3 clusters Score -1033975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1033975.500000 Penalty: 3053.399658
	Iteration 171Q: 3 clusters Score -1033976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1033975.562500 Penalty: 3053.399658
	Iteration 172Q: 3 clusters Score -1033976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1033976.062500 Penalty: 3053.399658
	Iteration 173Q: 3 clusters Score -1033976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1033979.500000 Penalty: 3053.399658
	Iteration 174Q: 3 clusters Score -1033980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1033978.562500 Penalty: 3053.399658
	Iteration 175Q: 3 clusters Score -1033979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1033977.625000 Penalty: 3053.399658
	Iteration 176Q: 3 clusters Score -1033978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1033979.750000 Penalty: 3053.399658
	Iteration 177Q: 3 clusters Score -1033980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1033981.000000 Penalty: 3053.399658
	Iteration 178Q: 3 clusters Score -1033981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1033981.625000 Penalty: 3053.399658
	Iteration 179Q: 3 clusters Score -1033982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1033985.500000 Penalty: 3053.399658
	Iteration 180F: 3 clusters Score -1033986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1033985.312500 Penalty: 3053.399658
	Iteration 181Q: 3 clusters Score -1033985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1033987.500000 Penalty: 3053.399658
	Iteration 182Q: 3 clusters Score -1033988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1033988.750000 Penalty: 3053.399658
	Iteration 183Q: 3 clusters Score -1033989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1033990.187500 Penalty: 3053.399658
	Iteration 184Q: 3 clusters Score -1033990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1033992.062500 Penalty: 3053.399658
	Iteration 185Q: 3 clusters Score -1033992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1033990.687500 Penalty: 3053.399658
	Iteration 186Q: 3 clusters Score -1033991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1033991.750000 Penalty: 3053.399658
	Iteration 187Q: 3 clusters Score -1033992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1033993.000000 Penalty: 3053.399658
	Iteration 188Q: 3 clusters Score -1033993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1033993.375000 Penalty: 3053.399658
	Iteration 189Q: 3 clusters Score -1033993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1033994.437500 Penalty: 3053.399658
	Iteration 190Q: 3 clusters Score -1033994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1033995.125000 Penalty: 3053.399658
	Iteration 191Q: 3 clusters Score -1033995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1033994.875000 Penalty: 3053.399658
	Iteration 192Q: 3 clusters Score -1033995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1033994.625000 Penalty: 3053.399658
	Iteration 193Q: 3 clusters Score -1033995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1033994.250000 Penalty: 3053.399658
	Iteration 194Q: 3 clusters Score -1033994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1033996.000000 Penalty: 3053.399658
	Iteration 195Q: 3 clusters Score -1033996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1033994.687500 Penalty: 3053.399658
	Iteration 196Q: 3 clusters Score -1033995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1033996.937500 Penalty: 3053.399658
	Iteration 197Q: 3 clusters Score -1033997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1033996.937500 Penalty: 3053.399658
	Iteration 198F: 3 clusters Score -1033997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -581341.562500 Penalty: 1439.854248
	Iteration 0F: 2 clusters Score -581341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -576107.500000 Penalty: 2879.708496
	Iteration 0F: 3 clusters Score -576107.5 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -577801.125000 Penalty: 2879.708496
	Iteration 1F: 3 clusters Score -577801.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -578143.750000 Penalty: 2879.708496
	Iteration 2F: 3 clusters Score -578143.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -578430.312500 Penalty: 2879.708496
	Iteration 3F: 3 clusters Score -578430.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -578670.500000 Penalty: 2879.708496
	Iteration 4F: 3 clusters Score -578670.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -578884.562500 Penalty: 2879.708496
	Iteration 5F: 3 clusters Score -578884.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -579067.562500 Penalty: 2879.708496
	Iteration 6Q: 3 clusters Score -579067.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -579237.000000 Penalty: 2879.708496
	Iteration 7Q: 3 clusters Score -579237 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -579416.812500 Penalty: 2879.708496
	Iteration 8Q: 3 clusters Score -579416.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -579585.500000 Penalty: 2879.708496
	Iteration 9Q: 3 clusters Score -579585.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -579755.500000 Penalty: 2879.708496
	Iteration 10Q: 3 clusters Score -579755.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -579871.687500 Penalty: 2879.708496
	Iteration 11Q: 3 clusters Score -579871.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -579971.312500 Penalty: 2879.708496
	Iteration 12Q: 3 clusters Score -579971.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -580052.125000 Penalty: 2879.708496
	Iteration 13Q: 3 clusters Score -580052.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -580114.687500 Penalty: 2879.708496
	Iteration 14Q: 3 clusters Score -580114.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -580158.062500 Penalty: 2879.708496
	Iteration 15Q: 3 clusters Score -580158.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -580193.625000 Penalty: 2879.708496
	Iteration 16Q: 3 clusters Score -580193.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -580223.687500 Penalty: 2879.708496
	Iteration 17Q: 3 clusters Score -580223.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -580247.937500 Penalty: 2879.708496
	Iteration 18Q: 3 clusters Score -580247.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -580276.437500 Penalty: 2879.708496
	Iteration 19Q: 3 clusters Score -580276.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -580298.437500 Penalty: 2879.708496
	Iteration 20F: 3 clusters Score -580298.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -580313.437500 Penalty: 2879.708496
	Iteration 21Q: 3 clusters Score -580313.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -580327.562500 Penalty: 2879.708496
	Iteration 22Q: 3 clusters Score -580327.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -580347.250000 Penalty: 2879.708496
	Iteration 23Q: 3 clusters Score -580347.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -580360.937500 Penalty: 2879.708496
	Iteration 24Q: 3 clusters Score -580360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -580367.312500 Penalty: 2879.708496
	Iteration 25Q: 3 clusters Score -580367.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -580377.562500 Penalty: 2879.708496
	Iteration 26Q: 3 clusters Score -580377.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -580387.625000 Penalty: 2879.708496
	Iteration 27Q: 3 clusters Score -580387.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -580395.500000 Penalty: 2879.708496
	Iteration 28Q: 3 clusters Score -580395.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -580403.187500 Penalty: 2879.708496
	Iteration 29Q: 3 clusters Score -580403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -580407.375000 Penalty: 2879.708496
	Iteration 30Q: 3 clusters Score -580407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -580409.562500 Penalty: 2879.708496
	Iteration 31Q: 3 clusters Score -580409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -580411.062500 Penalty: 2879.708496
	Iteration 32Q: 3 clusters Score -580411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -580412.500000 Penalty: 2879.708496
	Iteration 33Q: 3 clusters Score -580412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -580414.062500 Penalty: 2879.708496
	Iteration 34Q: 3 clusters Score -580414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -580420.937500 Penalty: 2879.708496
	Iteration 35Q: 3 clusters Score -580420.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -580431.312500 Penalty: 2879.708496
	Iteration 36Q: 3 clusters Score -580431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -580438.062500 Penalty: 2879.708496
	Iteration 37Q: 3 clusters Score -580438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -580445.812500 Penalty: 2879.708496
	Iteration 38Q: 3 clusters Score -580445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -580452.437500 Penalty: 2879.708496
	Iteration 39Q: 3 clusters Score -580452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -580461.750000 Penalty: 2879.708496
	Iteration 40F: 3 clusters Score -580461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -580469.437500 Penalty: 2879.708496
	Iteration 41Q: 3 clusters Score -580469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -580476.562500 Penalty: 2879.708496
	Iteration 42Q: 3 clusters Score -580476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -580482.250000 Penalty: 2879.708496
	Iteration 43Q: 3 clusters Score -580482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -580484.375000 Penalty: 2879.708496
	Iteration 44Q: 3 clusters Score -580484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -580485.687500 Penalty: 2879.708496
	Iteration 45Q: 3 clusters Score -580485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -580487.937500 Penalty: 2879.708496
	Iteration 46Q: 3 clusters Score -580487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -580487.937500 Penalty: 2879.708496
	Iteration 47F: 3 clusters Score -580487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Entering Unmasked Estep 
Score: -1188226.750000 Penalty: 1552.778564
	Iteration 0F: 2 clusters Score -1188227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1178369.250000 Penalty: 3105.557129
	Iteration 0F: 3 clusters Score -1178369 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1181962.125000 Penalty: 3105.557129
	Iteration 1F: 3 clusters Score -1181962 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1182328.250000 Penalty: 3105.557129
	Iteration 2F: 3 clusters Score -1182328 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1182681.125000 Penalty: 3105.557129
	Iteration 3F: 3 clusters Score -1182681 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1183036.000000 Penalty: 3105.557129
	Iteration 4Q: 3 clusters Score -1183036 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1183455.375000 Penalty: 3105.557129
	Iteration 5F: 3 clusters Score -1183455 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1183879.875000 Penalty: 3105.557129
	Iteration 6F: 3 clusters Score -1183880 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1184350.625000 Penalty: 3105.557129
	Iteration 7F: 3 clusters Score -1184351 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1184858.625000 Penalty: 3105.557129
	Iteration 8F: 3 clusters Score -1184859 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1185234.750000 Penalty: 3105.557129
	Iteration 9Q: 3 clusters Score -1185235 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1185493.750000 Penalty: 3105.557129
	Iteration 10Q: 3 clusters Score -1185494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1185644.250000 Penalty: 3105.557129
	Iteration 11Q: 3 clusters Score -1185644 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1185749.625000 Penalty: 3105.557129
	Iteration 12Q: 3 clusters Score -1185750 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1185823.000000 Penalty: 3105.557129
	Iteration 13Q: 3 clusters Score -1185823 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1185870.000000 Penalty: 3105.557129
	Iteration 14Q: 3 clusters Score -1185870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1185918.875000 Penalty: 3105.557129
	Iteration 15Q: 3 clusters Score -1185919 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1185956.500000 Penalty: 3105.557129
	Iteration 16Q: 3 clusters Score -1185956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1185986.625000 Penalty: 3105.557129
	Iteration 17Q: 3 clusters Score -1185987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1186016.000000 Penalty: 3105.557129
	Iteration 18Q: 3 clusters Score -1186016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1186039.000000 Penalty: 3105.557129
	Iteration 19Q: 3 clusters Score -1186039 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1186060.125000 Penalty: 3105.557129
	Iteration 20F: 3 clusters Score -1186060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1186085.000000 Penalty: 3105.557129
	Iteration 21Q: 3 clusters Score -1186085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1186098.125000 Penalty: 3105.557129
	Iteration 22Q: 3 clusters Score -1186098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1186115.250000 Penalty: 3105.557129
	Iteration 23Q: 3 clusters Score -1186115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1186127.250000 Penalty: 3105.557129
	Iteration 24Q: 3 clusters Score -1186127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1186138.250000 Penalty: 3105.557129
	Iteration 25Q: 3 clusters Score -1186138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1186153.625000 Penalty: 3105.557129
	Iteration 26Q: 3 clusters Score -1186154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1186171.375000 Penalty: 3105.557129
	Iteration 27Q: 3 clusters Score -1186171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1186186.750000 Penalty: 3105.557129
	Iteration 28Q: 3 clusters Score -1186187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1186202.875000 Penalty: 3105.557129
	Iteration 29Q: 3 clusters Score -1186203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1186217.375000 Penalty: 3105.557129
	Iteration 30Q: 3 clusters Score -1186217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1186231.750000 Penalty: 3105.557129
	Iteration 31Q: 3 clusters Score -1186232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1186249.000000 Penalty: 3105.557129
	Iteration 32Q: 3 clusters Score -1186249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1186264.000000 Penalty: 3105.557129
	Iteration 33Q: 3 clusters Score -1186264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1186277.875000 Penalty: 3105.557129
	Iteration 34Q: 3 clusters Score -1186278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1186290.375000 Penalty: 3105.557129
	Iteration 35Q: 3 clusters Score -1186290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1186303.000000 Penalty: 3105.557129
	Iteration 36Q: 3 clusters Score -1186303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1186316.125000 Penalty: 3105.557129
	Iteration 37Q: 3 clusters Score -1186316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1186336.875000 Penalty: 3105.557129
	Iteration 38Q: 3 clusters Score -1186337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1186360.000000 Penalty: 3105.557129
	Iteration 39Q: 3 clusters Score -1186360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1186376.375000 Penalty: 3105.557129
	Iteration 40F: 3 clusters Score -1186376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1186391.375000 Penalty: 3105.557129
	Iteration 41Q: 3 clusters Score -1186391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1186408.750000 Penalty: 3105.557129
	Iteration 42Q: 3 clusters Score -1186409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1186423.250000 Penalty: 3105.557129
	Iteration 43Q: 3 clusters Score -1186423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1186430.750000 Penalty: 3105.557129
	Iteration 44Q: 3 clusters Score -1186431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1186446.625000 Penalty: 3105.557129
	Iteration 45Q: 3 clusters Score -1186447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1186453.125000 Penalty: 3105.557129
	Iteration 46Q: 3 clusters Score -1186453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1186465.875000 Penalty: 3105.557129
	Iteration 47Q: 3 clusters Score -1186466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1186476.875000 Penalty: 3105.557129
	Iteration 48Q: 3 clusters Score -1186477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1186485.750000 Penalty: 3105.557129
	Iteration 49Q: 3 clusters Score -1186486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1186494.125000 Penalty: 3105.557129
	Iteration 50Q: 3 clusters Score -1186494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1186508.000000 Penalty: 3105.557129
	Iteration 51Q: 3 clusters Score -1186508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1186515.125000 Penalty: 3105.557129
	Iteration 52Q: 3 clusters Score -1186515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1186520.500000 Penalty: 3105.557129
	Iteration 53Q: 3 clusters Score -1186520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1186524.625000 Penalty: 3105.557129
	Iteration 54Q: 3 clusters Score -1186525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1186535.125000 Penalty: 3105.557129
	Iteration 55Q: 3 clusters Score -1186535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1186536.750000 Penalty: 3105.557129
	Iteration 56Q: 3 clusters Score -1186537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1186537.500000 Penalty: 3105.557129
	Iteration 57Q: 3 clusters Score -1186538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1186540.750000 Penalty: 3105.557129
	Iteration 58Q: 3 clusters Score -1186541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1186545.625000 Penalty: 3105.557129
	Iteration 59Q: 3 clusters Score -1186546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1186552.750000 Penalty: 3105.557129
	Iteration 60F: 3 clusters Score -1186553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1186559.500000 Penalty: 3105.557129
	Iteration 61Q: 3 clusters Score -1186560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1186559.625000 Penalty: 3105.557129
	Iteration 62Q: 3 clusters Score -1186560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1186559.250000 Penalty: 3105.557129
	Iteration 63Q: 3 clusters Score -1186559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1186564.625000 Penalty: 3105.557129
	Iteration 64Q: 3 clusters Score -1186565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1186564.875000 Penalty: 3105.557129
	Iteration 65Q: 3 clusters Score -1186565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1186564.750000 Penalty: 3105.557129
	Iteration 66Q: 3 clusters Score -1186565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1186568.250000 Penalty: 3105.557129
	Iteration 67Q: 3 clusters Score -1186568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1186570.125000 Penalty: 3105.557129
	Iteration 68Q: 3 clusters Score -1186570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1186573.875000 Penalty: 3105.557129
	Iteration 69Q: 3 clusters Score -1186574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1186577.000000 Penalty: 3105.557129
	Iteration 70Q: 3 clusters Score -1186577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1186577.500000 Penalty: 3105.557129
	Iteration 71Q: 3 clusters Score -1186578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1186578.500000 Penalty: 3105.557129
	Iteration 72Q: 3 clusters Score -1186578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1186584.875000 Penalty: 3105.557129
	Iteration 73Q: 3 clusters Score -1186585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1186585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1186595.375000 Penalty: 3105.557129
	Iteration 75Q: 3 clusters Score -1186595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1186598.500000 Penalty: 3105.557129
	Iteration 76Q: 3 clusters Score -1186598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1186604.750000 Penalty: 3105.557129
	Iteration 77Q: 3 clusters Score -1186605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1186608.750000 Penalty: 3105.557129
	Iteration 78Q: 3 clusters Score -1186609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1186614.125000 Penalty: 3105.557129
	Iteration 79Q: 3 clusters Score -1186614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1186618.500000 Penalty: 3105.557129
	Iteration 80F: 3 clusters Score -1186618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1186620.375000 Penalty: 3105.557129
	Iteration 81Q: 3 clusters Score -1186620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1186621.750000 Penalty: 3105.557129
	Iteration 82Q: 3 clusters Score -1186622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1186626.375000 Penalty: 3105.557129
	Iteration 83Q: 3 clusters Score -1186626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1186629.125000 Penalty: 3105.557129
	Iteration 84Q: 3 clusters Score -1186629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1186630.500000 Penalty: 3105.557129
	Iteration 85Q: 3 clusters Score -1186630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1186633.625000 Penalty: 3105.557129
	Iteration 86Q: 3 clusters Score -1186634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1186635.625000 Penalty: 3105.557129
	Iteration 87Q: 3 clusters Score -1186636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1186639.500000 Penalty: 3105.557129
	Iteration 88Q: 3 clusters Score -1186640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1186642.000000 Penalty: 3105.557129
	Iteration 89Q: 3 clusters Score -1186642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1186640.625000 Penalty: 3105.557129
	Iteration 90Q: 3 clusters Score -1186641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1186643.000000 Penalty: 3105.557129
	Iteration 91Q: 3 clusters Score -1186643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1186643.750000 Penalty: 3105.557129
	Iteration 92Q: 3 clusters Score -1186644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1186645.375000 Penalty: 3105.557129
	Iteration 93Q: 3 clusters Score -1186645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1186646.625000 Penalty: 3105.557129
	Iteration 94Q: 3 clusters Score -1186647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1186647.875000 Penalty: 3105.557129
	Iteration 95Q: 3 clusters Score -1186648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1186648.125000 Penalty: 3105.557129
	Iteration 96Q: 3 clusters Score -1186648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1186651.750000 Penalty: 3105.557129
	Iteration 97Q: 3 clusters Score -1186652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1186651.875000 Penalty: 3105.557129
	Iteration 98Q: 3 clusters Score -1186652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1186656.250000 Penalty: 3105.557129
	Iteration 99Q: 3 clusters Score -1186656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1186662.875000 Penalty: 3105.557129
	Iteration 100F: 3 clusters Score -1186663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1186663.500000 Penalty: 3105.557129
	Iteration 101Q: 3 clusters Score -1186664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1186671.125000 Penalty: 3105.557129
	Iteration 102Q: 3 clusters Score -1186671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1186676.500000 Penalty: 3105.557129
	Iteration 103Q: 3 clusters Score -1186676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1186676.750000 Penalty: 3105.557129
	Iteration 104Q: 3 clusters Score -1186677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1186682.000000 Penalty: 3105.557129
	Iteration 105Q: 3 clusters Score -1186682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1186688.250000 Penalty: 3105.557129
	Iteration 106Q: 3 clusters Score -1186688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1186697.000000 Penalty: 3105.557129
	Iteration 107Q: 3 clusters Score -1186697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1186705.000000 Penalty: 3105.557129
	Iteration 108Q: 3 clusters Score -1186705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1186708.125000 Penalty: 3105.557129
	Iteration 109Q: 3 clusters Score -1186708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1186714.500000 Penalty: 3105.557129
	Iteration 110Q: 3 clusters Score -1186714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1186723.000000 Penalty: 3105.557129
	Iteration 111Q: 3 clusters Score -1186723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1186726.375000 Penalty: 3105.557129
	Iteration 112Q: 3 clusters Score -1186726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1186732.000000 Penalty: 3105.557129
	Iteration 113Q: 3 clusters Score -1186732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1186737.500000 Penalty: 3105.557129
	Iteration 114Q: 3 clusters Score -1186738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1186745.875000 Penalty: 3105.557129
	Iteration 115Q: 3 clusters Score -1186746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1186751.500000 Penalty: 3105.557129
	Iteration 116Q: 3 clusters Score -1186752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1186757.500000 Penalty: 3105.557129
	Iteration 117Q: 3 clusters Score -1186758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1186763.375000 Penalty: 3105.557129
	Iteration 118Q: 3 clusters Score -1186763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1186771.000000 Penalty: 3105.557129
	Iteration 119Q: 3 clusters Score -1186771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1186778.250000 Penalty: 3105.557129
	Iteration 120F: 3 clusters Score -1186778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1186788.250000 Penalty: 3105.557129
	Iteration 121Q: 3 clusters Score -1186788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1186790.375000 Penalty: 3105.557129
	Iteration 122Q: 3 clusters Score -1186790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1186792.625000 Penalty: 3105.557129
	Iteration 123Q: 3 clusters Score -1186793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1186798.000000 Penalty: 3105.557129
	Iteration 124Q: 3 clusters Score -1186798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1186797.875000 Penalty: 3105.557129
	Iteration 125Q: 3 clusters Score -1186798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1186800.375000 Penalty: 3105.557129
	Iteration 126Q: 3 clusters Score -1186800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1186801.625000 Penalty: 3105.557129
	Iteration 127Q: 3 clusters Score -1186802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1186799.750000 Penalty: 3105.557129
	Iteration 128Q: 3 clusters Score -1186800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1186802.000000 Penalty: 3105.557129
	Iteration 129Q: 3 clusters Score -1186802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1186804.375000 Penalty: 3105.557129
	Iteration 130Q: 3 clusters Score -1186804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1186807.000000 Penalty: 3105.557129
	Iteration 131Q: 3 clusters Score -1186807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1186808.375000 Penalty: 3105.557129
	Iteration 132Q: 3 clusters Score -1186808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1186816.375000 Penalty: 3105.557129
	Iteration 133Q: 3 clusters Score -1186816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1186817.125000 Penalty: 3105.557129
	Iteration 134Q: 3 clusters Score -1186817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1186825.250000 Penalty: 3105.557129
	Iteration 135Q: 3 clusters Score -1186825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1186831.375000 Penalty: 3105.557129
	Iteration 136Q: 3 clusters Score -1186831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1186838.125000 Penalty: 3105.557129
	Iteration 137Q: 3 clusters Score -1186838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1186844.875000 Penalty: 3105.557129
	Iteration 138Q: 3 clusters Score -1186845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1186847.125000 Penalty: 3105.557129
	Iteration 139Q: 3 clusters Score -1186847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1186850.500000 Penalty: 3105.557129
	Iteration 140F: 3 clusters Score -1186850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1186857.500000 Penalty: 3105.557129
	Iteration 141Q: 3 clusters Score -1186858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1186860.500000 Penalty: 3105.557129
	Iteration 142Q: 3 clusters Score -1186860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1186864.500000 Penalty: 3105.557129
	Iteration 143Q: 3 clusters Score -1186864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1186865.625000 Penalty: 3105.557129
	Iteration 144Q: 3 clusters Score -1186866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1186867.000000 Penalty: 3105.557129
	Iteration 145Q: 3 clusters Score -1186867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1186867.500000 Penalty: 3105.557129
	Iteration 146Q: 3 clusters Score -1186868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1186868.625000 Penalty: 3105.557129
	Iteration 147Q: 3 clusters Score -1186869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1186870.125000 Penalty: 3105.557129
	Iteration 148Q: 3 clusters Score -1186870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1186868.750000 Penalty: 3105.557129
	Iteration 149Q: 3 clusters Score -1186869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1186870.000000 Penalty: 3105.557129
	Iteration 150Q: 3 clusters Score -1186870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1186871.500000 Penalty: 3105.557129
	Iteration 151Q: 3 clusters Score -1186872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1186871.500000 Penalty: 3105.557129
	Iteration 152F: 3 clusters Score -1186872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Entering Unmasked Estep 
Score: -5357873.000000 Penalty: 1794.050537
	Iteration 0F: 2 clusters Score -5357873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5316155.500000 Penalty: 3588.101074
	Iteration 0F: 3 clusters Score -5316156 nChanged 29648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5332745.000000 Penalty: 3588.101074
	Iteration 1F: 3 clusters Score -5332745 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -5333294.500000 Penalty: 3588.101074
	Iteration 2Q: 3 clusters Score -5333294 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5333887.000000 Penalty: 3588.101074
	Iteration 3Q: 3 clusters Score -5333887 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5334595.500000 Penalty: 3588.101074
	Iteration 4Q: 3 clusters Score -5334596 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5335518.500000 Penalty: 3588.101074
	Iteration 5Q: 3 clusters Score -5335518 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -5336616.500000 Penalty: 3588.101074
	Iteration 6Q: 3 clusters Score -5336616 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5338051.500000 Penalty: 3588.101074
	Iteration 7Q: 3 clusters Score -5338052 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5340135.500000 Penalty: 3588.101074
	Iteration 8F: 3 clusters Score -5340136 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5342476.500000 Penalty: 3588.101074
	Iteration 9F: 3 clusters Score -5342476 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -5344594.000000 Penalty: 3588.101074
	Iteration 10F: 3 clusters Score -5344594 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5345754.000000 Penalty: 3588.101074
	Iteration 11Q: 3 clusters Score -5345754 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5346208.500000 Penalty: 3588.101074
	Iteration 12Q: 3 clusters Score -5346208 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -5346406.000000 Penalty: 3588.101074
	Iteration 13Q: 3 clusters Score -5346406 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -5346503.500000 Penalty: 3588.101074
	Iteration 14Q: 3 clusters Score -5346504 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5346612.500000 Penalty: 3588.101074
	Iteration 15Q: 3 clusters Score -5346612 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5346682.500000 Penalty: 3588.101074
	Iteration 16Q: 3 clusters Score -5346682 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -5346744.000000 Penalty: 3588.101074
	Iteration 17Q: 3 clusters Score -5346744 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -5346800.500000 Penalty: 3588.101074
	Iteration 18Q: 3 clusters Score -5346800 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5346869.500000 Penalty: 3588.101074
	Iteration 19Q: 3 clusters Score -5346870 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -5346947.500000 Penalty: 3588.101074
	Iteration 20F: 3 clusters Score -5346948 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5347030.000000 Penalty: 3588.101074
	Iteration 21Q: 3 clusters Score -5347030 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5347092.500000 Penalty: 3588.101074
	Iteration 22Q: 3 clusters Score -5347092 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5347186.000000 Penalty: 3588.101074
	Iteration 23Q: 3 clusters Score -5347186 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5347288.000000 Penalty: 3588.101074
	Iteration 24Q: 3 clusters Score -5347288 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5347382.000000 Penalty: 3588.101074
	Iteration 25Q: 3 clusters Score -5347382 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5347510.000000 Penalty: 3588.101074
	Iteration 26Q: 3 clusters Score -5347510 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5347626.000000 Penalty: 3588.101074
	Iteration 27Q: 3 clusters Score -5347626 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5347768.500000 Penalty: 3588.101074
	Iteration 28Q: 3 clusters Score -5347768 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5347877.000000 Penalty: 3588.101074
	Iteration 29Q: 3 clusters Score -5347877 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5348001.500000 Penalty: 3588.101074
	Iteration 30Q: 3 clusters Score -5348002 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -5348134.500000 Penalty: 3588.101074
	Iteration 31Q: 3 clusters Score -5348134 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5348317.500000 Penalty: 3588.101074
	Iteration 32Q: 3 clusters Score -5348318 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5348524.500000 Penalty: 3588.101074
	Iteration 33Q: 3 clusters Score -5348524 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5348783.000000 Penalty: 3588.101074
	Iteration 34Q: 3 clusters Score -5348783 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5349127.000000 Penalty: 3588.101074
	Iteration 35Q: 3 clusters Score -5349127 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5349488.000000 Penalty: 3588.101074
	Iteration 36Q: 3 clusters Score -5349488 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -5349891.000000 Penalty: 3588.101074
	Iteration 37Q: 3 clusters Score -5349891 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -5350337.500000 Penalty: 3588.101074
	Iteration 38Q: 3 clusters Score -5350338 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5350781.500000 Penalty: 3588.101074
	Iteration 39Q: 3 clusters Score -5350782 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -5351239.000000 Penalty: 3588.101074
	Iteration 40F: 3 clusters Score -5351239 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -5351747.500000 Penalty: 3588.101074
	Iteration 41Q: 3 clusters Score -5351748 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -5352305.000000 Penalty: 3588.101074
	Iteration 42Q: 3 clusters Score -5352305 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -5352876.000000 Penalty: 3588.101074
	Iteration 43Q: 3 clusters Score -5352876 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -5353475.500000 Penalty: 3588.101074
	Iteration 44Q: 3 clusters Score -5353476 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -5354118.000000 Penalty: 3588.101074
	Iteration 45Q: 3 clusters Score -5354118 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -5354675.500000 Penalty: 3588.101074
	Iteration 46Q: 3 clusters Score -5354676 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -5355194.000000 Penalty: 3588.101074
	Iteration 47Q: 3 clusters Score -5355194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -5355615.500000 Penalty: 3588.101074
	Iteration 48Q: 3 clusters Score -5355616 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -5355920.500000 Penalty: 3588.101074
	Iteration 49Q: 3 clusters Score -5355920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -5356113.000000 Penalty: 3588.101074
	Iteration 50Q: 3 clusters Score -5356113 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -5356255.000000 Penalty: 3588.101074
	Iteration 51Q: 3 clusters Score -5356255 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -5356319.500000 Penalty: 3588.101074
	Iteration 52Q: 3 clusters Score -5356320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -5356344.000000 Penalty: 3588.101074
	Iteration 53Q: 3 clusters Score -5356344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -5356380.000000 Penalty: 3588.101074
	Iteration 54Q: 3 clusters Score -5356380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -5356423.500000 Penalty: 3588.101074
	Iteration 55Q: 3 clusters Score -5356424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -5356443.500000 Penalty: 3588.101074
	Iteration 56Q: 3 clusters Score -5356444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -5356464.500000 Penalty: 3588.101074
	Iteration 57Q: 3 clusters Score -5356464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -5356470.500000 Penalty: 3588.101074
	Iteration 58Q: 3 clusters Score -5356470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -5356476.500000 Penalty: 3588.101074
	Iteration 59Q: 3 clusters Score -5356476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -5356479.000000 Penalty: 3588.101074
	Iteration 60F: 3 clusters Score -5356479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -5356486.000000 Penalty: 3588.101074
	Iteration 61Q: 3 clusters Score -5356486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -5356483.000000 Penalty: 3588.101074
	Iteration 62Q: 3 clusters Score -5356483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -5356486.500000 Penalty: 3588.101074
	Iteration 63Q: 3 clusters Score -5356486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -5356489.500000 Penalty: 3588.101074
	Iteration 64Q: 3 clusters Score -5356490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -5356490.500000 Penalty: 3588.101074
	Iteration 65Q: 3 clusters Score -5356490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -5356487.500000 Penalty: 3588.101074
	Iteration 66Q: 3 clusters Score -5356488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -5356487.500000 Penalty: 3588.101074
	Iteration 67F: 3 clusters Score -5356488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -197109.453125 Penalty: 1264.231323
	Iteration 0F: 2 clusters Score -197109.5 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 1185 members 
Entering Unmasked Estep 
Score: -194812.093750 Penalty: 2528.462646
	Iteration 0F: 3 clusters Score -194812.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -195317.265625 Penalty: 2528.462646
	Iteration 1F: 3 clusters Score -195317.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -195443.984375 Penalty: 2528.462646
	Iteration 2F: 3 clusters Score -195444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195537.890625 Penalty: 2528.462646
	Iteration 3F: 3 clusters Score -195537.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195612.609375 Penalty: 2528.462646
	Iteration 4Q: 3 clusters Score -195612.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195677.234375 Penalty: 2528.462646
	Iteration 5Q: 3 clusters Score -195677.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -195726.984375 Penalty: 2528.462646
	Iteration 6Q: 3 clusters Score -195727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -195769.437500 Penalty: 2528.462646
	Iteration 7Q: 3 clusters Score -195769.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -195805.359375 Penalty: 2528.462646
	Iteration 8Q: 3 clusters Score -195805.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -195852.609375 Penalty: 2528.462646
	Iteration 9Q: 3 clusters Score -195852.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -195929.515625 Penalty: 2528.462646
	Iteration 10Q: 3 clusters Score -195929.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -196069.312500 Penalty: 2528.462646
	Iteration 11Q: 3 clusters Score -196069.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -196245.140625 Penalty: 2528.462646
	Iteration 12Q: 3 clusters Score -196245.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196387.812500 Penalty: 2528.462646
	Iteration 13Q: 3 clusters Score -196387.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -196500.625000 Penalty: 2528.462646
	Iteration 14Q: 3 clusters Score -196500.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196572.843750 Penalty: 2528.462646
	Iteration 15Q: 3 clusters Score -196572.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -196620.953125 Penalty: 2528.462646
	Iteration 16Q: 3 clusters Score -196621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -196652.843750 Penalty: 2528.462646
	Iteration 17Q: 3 clusters Score -196652.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -196668.515625 Penalty: 2528.462646
	Iteration 18Q: 3 clusters Score -196668.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -196677.406250 Penalty: 2528.462646
	Iteration 19Q: 3 clusters Score -196677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -196681.968750 Penalty: 2528.462646
	Iteration 20F: 3 clusters Score -196682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -196684.546875 Penalty: 2528.462646
	Iteration 21Q: 3 clusters Score -196684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -196686.890625 Penalty: 2528.462646
	Iteration 22Q: 3 clusters Score -196686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -196688.265625 Penalty: 2528.462646
	Iteration 23Q: 3 clusters Score -196688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -196689.609375 Penalty: 2528.462646
	Iteration 24Q: 3 clusters Score -196689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -196691.375000 Penalty: 2528.462646
	Iteration 25Q: 3 clusters Score -196691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -196692.640625 Penalty: 2528.462646
	Iteration 26Q: 3 clusters Score -196692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -196693.562500 Penalty: 2528.462646
	Iteration 27Q: 3 clusters Score -196693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -196695.750000 Penalty: 2528.462646
	Iteration 28Q: 3 clusters Score -196695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -196696.812500 Penalty: 2528.462646
	Iteration 29Q: 3 clusters Score -196696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -196697.640625 Penalty: 2528.462646
	Iteration 30Q: 3 clusters Score -196697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196697.984375 Penalty: 2528.462646
	Iteration 31Q: 3 clusters Score -196698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196698.546875 Penalty: 2528.462646
	Iteration 32Q: 3 clusters Score -196698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196698.546875 Penalty: 2528.462646
	Iteration 33F: 3 clusters Score -196698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Entering Unmasked Estep 
Score: -619173.312500 Penalty: 1443.996460
	Iteration 0F: 2 clusters Score -619173.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -613806.250000 Penalty: 2887.992920
	Iteration 0F: 3 clusters Score -613806.2 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -615420.812500 Penalty: 2887.992920
	Iteration 1F: 3 clusters Score -615420.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -615659.062500 Penalty: 2887.992920
	Iteration 2F: 3 clusters Score -615659.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -615860.812500 Penalty: 2887.992920
	Iteration 3F: 3 clusters Score -615860.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -616079.187500 Penalty: 2887.992920
	Iteration 4F: 3 clusters Score -616079.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -616286.000000 Penalty: 2887.992920
	Iteration 5Q: 3 clusters Score -616286 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -616463.500000 Penalty: 2887.992920
	Iteration 6Q: 3 clusters Score -616463.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -616612.187500 Penalty: 2887.992920
	Iteration 7Q: 3 clusters Score -616612.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -616734.250000 Penalty: 2887.992920
	Iteration 8Q: 3 clusters Score -616734.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -616833.937500 Penalty: 2887.992920
	Iteration 9Q: 3 clusters Score -616833.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -616924.562500 Penalty: 2887.992920
	Iteration 10Q: 3 clusters Score -616924.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -617013.750000 Penalty: 2887.992920
	Iteration 11Q: 3 clusters Score -617013.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -617082.625000 Penalty: 2887.992920
	Iteration 12Q: 3 clusters Score -617082.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -617137.375000 Penalty: 2887.992920
	Iteration 13Q: 3 clusters Score -617137.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -617190.687500 Penalty: 2887.992920
	Iteration 14Q: 3 clusters Score -617190.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -617243.187500 Penalty: 2887.992920
	Iteration 15Q: 3 clusters Score -617243.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -617290.187500 Penalty: 2887.992920
	Iteration 16Q: 3 clusters Score -617290.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -617320.125000 Penalty: 2887.992920
	Iteration 17Q: 3 clusters Score -617320.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -617354.562500 Penalty: 2887.992920
	Iteration 18Q: 3 clusters Score -617354.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -617380.437500 Penalty: 2887.992920
	Iteration 19Q: 3 clusters Score -617380.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -617403.750000 Penalty: 2887.992920
	Iteration 20F: 3 clusters Score -617403.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -617422.562500 Penalty: 2887.992920
	Iteration 21Q: 3 clusters Score -617422.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -617440.500000 Penalty: 2887.992920
	Iteration 22Q: 3 clusters Score -617440.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -617462.375000 Penalty: 2887.992920
	Iteration 23Q: 3 clusters Score -617462.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -617487.687500 Penalty: 2887.992920
	Iteration 24Q: 3 clusters Score -617487.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -617518.687500 Penalty: 2887.992920
	Iteration 25Q: 3 clusters Score -617518.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -617544.437500 Penalty: 2887.992920
	Iteration 26Q: 3 clusters Score -617544.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -617578.187500 Penalty: 2887.992920
	Iteration 27Q: 3 clusters Score -617578.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -617600.000000 Penalty: 2887.992920
	Iteration 28Q: 3 clusters Score -617600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -617617.187500 Penalty: 2887.992920
	Iteration 29Q: 3 clusters Score -617617.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -617628.687500 Penalty: 2887.992920
	Iteration 30Q: 3 clusters Score -617628.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -617643.500000 Penalty: 2887.992920
	Iteration 31Q: 3 clusters Score -617643.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -617656.687500 Penalty: 2887.992920
	Iteration 32Q: 3 clusters Score -617656.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -617667.000000 Penalty: 2887.992920
	Iteration 33Q: 3 clusters Score -617667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -617682.000000 Penalty: 2887.992920
	Iteration 34Q: 3 clusters Score -617682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -617692.687500 Penalty: 2887.992920
	Iteration 35Q: 3 clusters Score -617692.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -617705.812500 Penalty: 2887.992920
	Iteration 36Q: 3 clusters Score -617705.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -617718.937500 Penalty: 2887.992920
	Iteration 37Q: 3 clusters Score -617718.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -617726.875000 Penalty: 2887.992920
	Iteration 38Q: 3 clusters Score -617726.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -617738.250000 Penalty: 2887.992920
	Iteration 39Q: 3 clusters Score -617738.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -617756.437500 Penalty: 2887.992920
	Iteration 40F: 3 clusters Score -617756.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -617773.125000 Penalty: 2887.992920
	Iteration 41Q: 3 clusters Score -617773.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -617786.750000 Penalty: 2887.992920
	Iteration 42Q: 3 clusters Score -617786.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -617805.125000 Penalty: 2887.992920
	Iteration 43Q: 3 clusters Score -617805.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -617819.312500 Penalty: 2887.992920
	Iteration 44Q: 3 clusters Score -617819.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -617841.875000 Penalty: 2887.992920
	Iteration 45Q: 3 clusters Score -617841.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -617862.312500 Penalty: 2887.992920
	Iteration 46Q: 3 clusters Score -617862.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -617881.000000 Penalty: 2887.992920
	Iteration 47Q: 3 clusters Score -617881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -617905.125000 Penalty: 2887.992920
	Iteration 48Q: 3 clusters Score -617905.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -617946.187500 Penalty: 2887.992920
	Iteration 49Q: 3 clusters Score -617946.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -617985.312500 Penalty: 2887.992920
	Iteration 50Q: 3 clusters Score -617985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -618015.875000 Penalty: 2887.992920
	Iteration 51Q: 3 clusters Score -618015.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -618035.625000 Penalty: 2887.992920
	Iteration 52Q: 3 clusters Score -618035.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -618048.375000 Penalty: 2887.992920
	Iteration 53Q: 3 clusters Score -618048.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -618058.562500 Penalty: 2887.992920
	Iteration 54Q: 3 clusters Score -618058.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -618070.187500 Penalty: 2887.992920
	Iteration 55Q: 3 clusters Score -618070.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -618080.687500 Penalty: 2887.992920
	Iteration 56Q: 3 clusters Score -618080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -618084.812500 Penalty: 2887.992920
	Iteration 57Q: 3 clusters Score -618084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -618089.187500 Penalty: 2887.992920
	Iteration 58Q: 3 clusters Score -618089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -618094.500000 Penalty: 2887.992920
	Iteration 59Q: 3 clusters Score -618094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -618098.562500 Penalty: 2887.992920
	Iteration 60F: 3 clusters Score -618098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -618100.562500 Penalty: 2887.992920
	Iteration 61Q: 3 clusters Score -618100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -618101.062500 Penalty: 2887.992920
	Iteration 62Q: 3 clusters Score -618101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -618102.812500 Penalty: 2887.992920
	Iteration 63Q: 3 clusters Score -618102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -618104.062500 Penalty: 2887.992920
	Iteration 64Q: 3 clusters Score -618104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -618105.312500 Penalty: 2887.992920
	Iteration 65Q: 3 clusters Score -618105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -618108.062500 Penalty: 2887.992920
	Iteration 66Q: 3 clusters Score -618108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -618108.562500 Penalty: 2887.992920
	Iteration 67Q: 3 clusters Score -618108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -618109.875000 Penalty: 2887.992920
	Iteration 68Q: 3 clusters Score -618109.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -618109.875000 Penalty: 2887.992920
	Iteration 69F: 3 clusters Score -618109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -302058.437500 Penalty: 1344.583008
	Iteration 0F: 2 clusters Score -302058.4 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 1988 members 
Entering Unmasked Estep 
Score: -298812.656250 Penalty: 2689.166016
	Iteration 0F: 3 clusters Score -298812.7 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -299812.500000 Penalty: 2689.166016
	Iteration 1F: 3 clusters Score -299812.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -300233.343750 Penalty: 2689.166016
	Iteration 2F: 3 clusters Score -300233.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -300648.343750 Penalty: 2689.166016
	Iteration 3F: 3 clusters Score -300648.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -300954.906250 Penalty: 2689.166016
	Iteration 4F: 3 clusters Score -300954.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -301149.375000 Penalty: 2689.166016
	Iteration 5F: 3 clusters Score -301149.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -301256.625000 Penalty: 2689.166016
	Iteration 6Q: 3 clusters Score -301256.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -301313.593750 Penalty: 2689.166016
	Iteration 7Q: 3 clusters Score -301313.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -301351.250000 Penalty: 2689.166016
	Iteration 8Q: 3 clusters Score -301351.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -301373.718750 Penalty: 2689.166016
	Iteration 9Q: 3 clusters Score -301373.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -301400.656250 Penalty: 2689.166016
	Iteration 10Q: 3 clusters Score -301400.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -301424.750000 Penalty: 2689.166016
	Iteration 11Q: 3 clusters Score -301424.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -301441.843750 Penalty: 2689.166016
	Iteration 12Q: 3 clusters Score -301441.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -301460.343750 Penalty: 2689.166016
	Iteration 13Q: 3 clusters Score -301460.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -301471.500000 Penalty: 2689.166016
	Iteration 14Q: 3 clusters Score -301471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -301482.406250 Penalty: 2689.166016
	Iteration 15Q: 3 clusters Score -301482.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -301500.500000 Penalty: 2689.166016
	Iteration 16Q: 3 clusters Score -301500.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -301518.906250 Penalty: 2689.166016
	Iteration 17Q: 3 clusters Score -301518.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -301535.906250 Penalty: 2689.166016
	Iteration 18Q: 3 clusters Score -301535.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -301555.406250 Penalty: 2689.166016
	Iteration 19Q: 3 clusters Score -301555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -301571.531250 Penalty: 2689.166016
	Iteration 20F: 3 clusters Score -301571.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -301587.343750 Penalty: 2689.166016
	Iteration 21Q: 3 clusters Score -301587.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -301603.156250 Penalty: 2689.166016
	Iteration 22Q: 3 clusters Score -301603.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -301625.562500 Penalty: 2689.166016
	Iteration 23Q: 3 clusters Score -301625.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -301653.812500 Penalty: 2689.166016
	Iteration 24Q: 3 clusters Score -301653.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -301686.625000 Penalty: 2689.166016
	Iteration 25Q: 3 clusters Score -301686.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -301713.250000 Penalty: 2689.166016
	Iteration 26Q: 3 clusters Score -301713.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -301741.875000 Penalty: 2689.166016
	Iteration 27Q: 3 clusters Score -301741.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -301775.375000 Penalty: 2689.166016
	Iteration 28Q: 3 clusters Score -301775.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -301804.000000 Penalty: 2689.166016
	Iteration 29Q: 3 clusters Score -301804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -301815.062500 Penalty: 2689.166016
	Iteration 30Q: 3 clusters Score -301815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -301821.031250 Penalty: 2689.166016
	Iteration 31Q: 3 clusters Score -301821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -301824.843750 Penalty: 2689.166016
	Iteration 32Q: 3 clusters Score -301824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -301825.875000 Penalty: 2689.166016
	Iteration 33Q: 3 clusters Score -301825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -301826.750000 Penalty: 2689.166016
	Iteration 34Q: 3 clusters Score -301826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -301827.000000 Penalty: 2689.166016
	Iteration 35Q: 3 clusters Score -301827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -301827.031250 Penalty: 2689.166016
	Iteration 36Q: 3 clusters Score -301827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -301827.031250 Penalty: 2689.166016
	Iteration 37F: 3 clusters Score -301827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -340425.468750 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -340425.5 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 2016 members 
Entering Unmasked Estep 
Score: -337042.968750 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -337043 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -337894.468750 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -337894.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -338059.406250 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -338059.4 nChanged 217
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: -338186.875000 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -338186.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -338265.437500 Penalty: 2696.377686
	Iteration 4Q: 3 clusters Score -338265.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -338322.781250 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -338322.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -338365.000000 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -338365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -338402.218750 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -338402.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -338441.531250 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -338441.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -338486.906250 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -338486.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -338536.375000 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -338536.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -338587.031250 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -338587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338638.625000 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -338638.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -338697.750000 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -338697.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -338755.343750 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -338755.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -338813.093750 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -338813.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -338874.187500 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -338874.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -338919.156250 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -338919.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -338949.875000 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -338949.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338977.593750 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -338977.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -339003.812500 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -339003.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -339015.968750 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -339016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -339020.500000 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -339020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -339022.562500 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -339022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -339024.343750 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -339024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339025.750000 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -339025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -339028.187500 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -339028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -339029.406250 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -339029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -339030.593750 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -339030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -339032.687500 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -339032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -339035.031250 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -339035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -339037.031250 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -339037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -339040.750000 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -339040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -339044.281250 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -339044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -339046.812500 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -339046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -339048.750000 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -339048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -339050.218750 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -339050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -339050.656250 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -339050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339050.812500 Penalty: 2696.377686
	Iteration 38Q: 3 clusters Score -339050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339051.000000 Penalty: 2696.377686
	Iteration 39Q: 3 clusters Score -339051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -339051.687500 Penalty: 2696.377686
	Iteration 40F: 3 clusters Score -339051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -339053.031250 Penalty: 2696.377686
	Iteration 41Q: 3 clusters Score -339053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -339053.750000 Penalty: 2696.377686
	Iteration 42Q: 3 clusters Score -339053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -339054.625000 Penalty: 2696.377686
	Iteration 43Q: 3 clusters Score -339054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -339054.906250 Penalty: 2696.377686
	Iteration 44Q: 3 clusters Score -339054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -339054.906250 Penalty: 2696.377686
	Iteration 45Q: 3 clusters Score -339054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -339055.000000 Penalty: 2696.377686
	Iteration 46Q: 3 clusters Score -339055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -339055.000000 Penalty: 2696.377686
	Iteration 47F: 3 clusters Score -339055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Entering Unmasked Estep 
Score: -1167674.000000 Penalty: 1560.233276
	Iteration 0F: 2 clusters Score -1167674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1157465.750000 Penalty: 3120.466553
	Iteration 0F: 3 clusters Score -1157466 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1161168.125000 Penalty: 3120.466553
	Iteration 1F: 3 clusters Score -1161168 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1161494.000000 Penalty: 3120.466553
	Iteration 2F: 3 clusters Score -1161494 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1161834.250000 Penalty: 3120.466553
	Iteration 3Q: 3 clusters Score -1161834 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1162208.250000 Penalty: 3120.466553
	Iteration 4F: 3 clusters Score -1162208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1162623.625000 Penalty: 3120.466553
	Iteration 5F: 3 clusters Score -1162624 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1163100.750000 Penalty: 3120.466553
	Iteration 6F: 3 clusters Score -1163101 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1163655.125000 Penalty: 3120.466553
	Iteration 7F: 3 clusters Score -1163655 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1164270.750000 Penalty: 3120.466553
	Iteration 8F: 3 clusters Score -1164271 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1164842.875000 Penalty: 3120.466553
	Iteration 9Q: 3 clusters Score -1164843 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1165288.375000 Penalty: 3120.466553
	Iteration 10Q: 3 clusters Score -1165288 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1165627.875000 Penalty: 3120.466553
	Iteration 11Q: 3 clusters Score -1165628 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1165847.125000 Penalty: 3120.466553
	Iteration 12Q: 3 clusters Score -1165847 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1166046.000000 Penalty: 3120.466553
	Iteration 13Q: 3 clusters Score -1166046 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1166206.500000 Penalty: 3120.466553
	Iteration 14Q: 3 clusters Score -1166206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1166345.875000 Penalty: 3120.466553
	Iteration 15Q: 3 clusters Score -1166346 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1166440.875000 Penalty: 3120.466553
	Iteration 16Q: 3 clusters Score -1166441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1166510.500000 Penalty: 3120.466553
	Iteration 17Q: 3 clusters Score -1166510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1166560.875000 Penalty: 3120.466553
	Iteration 18Q: 3 clusters Score -1166561 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1166594.875000 Penalty: 3120.466553
	Iteration 19Q: 3 clusters Score -1166595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1166624.500000 Penalty: 3120.466553
	Iteration 20F: 3 clusters Score -1166624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1166637.875000 Penalty: 3120.466553
	Iteration 21Q: 3 clusters Score -1166638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1166648.500000 Penalty: 3120.466553
	Iteration 22Q: 3 clusters Score -1166648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1166657.250000 Penalty: 3120.466553
	Iteration 23Q: 3 clusters Score -1166657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1166667.375000 Penalty: 3120.466553
	Iteration 24Q: 3 clusters Score -1166667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1166672.125000 Penalty: 3120.466553
	Iteration 25Q: 3 clusters Score -1166672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1166673.625000 Penalty: 3120.466553
	Iteration 26Q: 3 clusters Score -1166674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1166676.250000 Penalty: 3120.466553
	Iteration 27Q: 3 clusters Score -1166676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1166681.250000 Penalty: 3120.466553
	Iteration 28Q: 3 clusters Score -1166681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1166682.625000 Penalty: 3120.466553
	Iteration 29Q: 3 clusters Score -1166683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1166684.250000 Penalty: 3120.466553
	Iteration 30Q: 3 clusters Score -1166684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1166693.750000 Penalty: 3120.466553
	Iteration 31Q: 3 clusters Score -1166694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1166694.000000 Penalty: 3120.466553
	Iteration 32Q: 3 clusters Score -1166694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1166694.625000 Penalty: 3120.466553
	Iteration 33Q: 3 clusters Score -1166695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1166693.375000 Penalty: 3120.466553
	Iteration 34Q: 3 clusters Score -1166693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1166698.000000 Penalty: 3120.466553
	Iteration 35Q: 3 clusters Score -1166698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1166701.000000 Penalty: 3120.466553
	Iteration 36Q: 3 clusters Score -1166701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1166702.125000 Penalty: 3120.466553
	Iteration 37Q: 3 clusters Score -1166702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1166705.375000 Penalty: 3120.466553
	Iteration 38Q: 3 clusters Score -1166705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1166705.250000 Penalty: 3120.466553
	Iteration 39Q: 3 clusters Score -1166705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1166707.250000 Penalty: 3120.466553
	Iteration 40F: 3 clusters Score -1166707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1166709.000000 Penalty: 3120.466553
	Iteration 41Q: 3 clusters Score -1166709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1166710.250000 Penalty: 3120.466553
	Iteration 42Q: 3 clusters Score -1166710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1166712.500000 Penalty: 3120.466553
	Iteration 43Q: 3 clusters Score -1166712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1166713.250000 Penalty: 3120.466553
	Iteration 44Q: 3 clusters Score -1166713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1166713.250000 Penalty: 3120.466553
	Iteration 45Q: 3 clusters Score -1166713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1166714.500000 Penalty: 3120.466553
	Iteration 46Q: 3 clusters Score -1166714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1166717.875000 Penalty: 3120.466553
	Iteration 47Q: 3 clusters Score -1166718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1166718.000000 Penalty: 3120.466553
	Iteration 48Q: 3 clusters Score -1166718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1166718.500000 Penalty: 3120.466553
	Iteration 49Q: 3 clusters Score -1166718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1166719.875000 Penalty: 3120.466553
	Iteration 50Q: 3 clusters Score -1166720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1166719.125000 Penalty: 3120.466553
	Iteration 51Q: 3 clusters Score -1166719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1166721.250000 Penalty: 3120.466553
	Iteration 52Q: 3 clusters Score -1166721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1166722.000000 Penalty: 3120.466553
	Iteration 53Q: 3 clusters Score -1166722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1166722.625000 Penalty: 3120.466553
	Iteration 54Q: 3 clusters Score -1166723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1166722.250000 Penalty: 3120.466553
	Iteration 55Q: 3 clusters Score -1166722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1166723.500000 Penalty: 3120.466553
	Iteration 56Q: 3 clusters Score -1166724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1166723.000000 Penalty: 3120.466553
	Iteration 57Q: 3 clusters Score -1166723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1166723.875000 Penalty: 3120.466553
	Iteration 58Q: 3 clusters Score -1166724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1166727.750000 Penalty: 3120.466553
	Iteration 59Q: 3 clusters Score -1166728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1166725.500000 Penalty: 3120.466553
	Iteration 60F: 3 clusters Score -1166726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1166725.875000 Penalty: 3120.466553
	Iteration 61Q: 3 clusters Score -1166726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1166724.500000 Penalty: 3120.466553
	Iteration 62Q: 3 clusters Score -1166724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1166725.750000 Penalty: 3120.466553
	Iteration 63Q: 3 clusters Score -1166726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1166726.125000 Penalty: 3120.466553
	Iteration 64Q: 3 clusters Score -1166726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1166725.000000 Penalty: 3120.466553
	Iteration 65Q: 3 clusters Score -1166725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1166725.000000 Penalty: 3120.466553
	Iteration 66F: 3 clusters Score -1166725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -154373.000000 Penalty: 1229.441406
	Iteration 0F: 2 clusters Score -154373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152351.656250 Penalty: 2458.882812
	Iteration 0F: 3 clusters Score -152351.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -152903.328125 Penalty: 2458.882812
	Iteration 1F: 3 clusters Score -152903.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153052.281250 Penalty: 2458.882812
	Iteration 2F: 3 clusters Score -153052.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -153163.656250 Penalty: 2458.882812
	Iteration 3F: 3 clusters Score -153163.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153225.375000 Penalty: 2458.882812
	Iteration 4Q: 3 clusters Score -153225.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -153279.781250 Penalty: 2458.882812
	Iteration 5Q: 3 clusters Score -153279.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -153331.296875 Penalty: 2458.882812
	Iteration 6Q: 3 clusters Score -153331.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -153377.796875 Penalty: 2458.882812
	Iteration 7Q: 3 clusters Score -153377.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -153418.046875 Penalty: 2458.882812
	Iteration 8Q: 3 clusters Score -153418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -153446.453125 Penalty: 2458.882812
	Iteration 9Q: 3 clusters Score -153446.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -153473.750000 Penalty: 2458.882812
	Iteration 10Q: 3 clusters Score -153473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -153488.031250 Penalty: 2458.882812
	Iteration 11Q: 3 clusters Score -153488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -153496.296875 Penalty: 2458.882812
	Iteration 12Q: 3 clusters Score -153496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -153503.640625 Penalty: 2458.882812
	Iteration 13Q: 3 clusters Score -153503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -153511.656250 Penalty: 2458.882812
	Iteration 14Q: 3 clusters Score -153511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -153519.875000 Penalty: 2458.882812
	Iteration 15Q: 3 clusters Score -153519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -153525.359375 Penalty: 2458.882812
	Iteration 16Q: 3 clusters Score -153525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -153529.843750 Penalty: 2458.882812
	Iteration 17Q: 3 clusters Score -153529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -153533.718750 Penalty: 2458.882812
	Iteration 18Q: 3 clusters Score -153533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -153538.062500 Penalty: 2458.882812
	Iteration 19Q: 3 clusters Score -153538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -153543.515625 Penalty: 2458.882812
	Iteration 20F: 3 clusters Score -153543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -153549.921875 Penalty: 2458.882812
	Iteration 21Q: 3 clusters Score -153549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -153553.718750 Penalty: 2458.882812
	Iteration 22Q: 3 clusters Score -153553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -153554.843750 Penalty: 2458.882812
	Iteration 23Q: 3 clusters Score -153554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153555.500000 Penalty: 2458.882812
	Iteration 24Q: 3 clusters Score -153555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -153555.734375 Penalty: 2458.882812
	Iteration 25Q: 3 clusters Score -153555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -153555.734375 Penalty: 2458.882812
	Iteration 26F: 3 clusters Score -153555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -725018.875000 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -725018.9 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 4268 members 
Entering Unmasked Estep 
Score: -718853.500000 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -718853.5 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -720801.375000 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -720801.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -721065.562500 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -721065.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -721272.062500 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -721272.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -721496.375000 Penalty: 2937.545898
	Iteration 4F: 3 clusters Score -721496.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -721729.125000 Penalty: 2937.545898
	Iteration 5F: 3 clusters Score -721729.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -721984.000000 Penalty: 2937.545898
	Iteration 6F: 3 clusters Score -721984 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -722243.187500 Penalty: 2937.545898
	Iteration 7Q: 3 clusters Score -722243.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -722538.500000 Penalty: 2937.545898
	Iteration 8Q: 3 clusters Score -722538.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -722793.625000 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -722793.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -723022.250000 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -723022.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -723232.125000 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -723232.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723390.062500 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -723390.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -723509.750000 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -723509.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -723597.125000 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -723597.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -723649.375000 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -723649.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -723680.375000 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -723680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -723694.625000 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -723694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -723703.687500 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -723703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -723711.062500 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -723711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -723711.875000 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -723711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -723715.187500 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -723715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -723716.562500 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -723716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -723721.625000 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -723721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -723730.125000 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -723730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -723738.937500 Penalty: 2937.545898
	Iteration 25Q: 3 clusters Score -723738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -723751.437500 Penalty: 2937.545898
	Iteration 26Q: 3 clusters Score -723751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -723760.875000 Penalty: 2937.545898
	Iteration 27Q: 3 clusters Score -723760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -723761.875000 Penalty: 2937.545898
	Iteration 28Q: 3 clusters Score -723761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -723761.875000 Penalty: 2937.545898
	Iteration 29F: 3 clusters Score -723761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 158529 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205658 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4303 members 
Mstep: Class 14 contains 26973 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 14786 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423848.000000 Penalty: 65304.742188
Iteration 199Q: 31 clusters Score -5.442385e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 158530 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205593 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 26975 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 62353 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 14713 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423896.000000 Penalty: 65304.742188
Iteration 200F: 31 clusters Score -5.44239e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 13598 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 158533 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205549 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4300 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14126 members 
Mstep: Class 23 contains 62363 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 14611 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424044.000000 Penalty: 65304.742188
Iteration 201Q: 31 clusters Score -5.442404e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13605 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 158542 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6641 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205502 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 26968 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17344 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 18 contains 2245 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 62371 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 14492 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424124.000000 Penalty: 65304.742188
Iteration 202Q: 31 clusters Score -5.442412e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12391 members 
Mstep: Class 3 contains 13614 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 158551 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 8 contains 19493 members 
Mstep: Class 9 contains 6649 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205434 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26962 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62372 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 14401 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424136.000000 Penalty: 65304.742188
Iteration 203Q: 31 clusters Score -5.442414e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6793 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 158558 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19495 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205378 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26954 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 14120 members 
Mstep: Class 23 contains 62375 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 14323 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424224.000000 Penalty: 65304.742188
Iteration 204Q: 31 clusters Score -5.442422e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 158558 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19500 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 205310 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 26945 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17338 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 12030 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14119 members 
Mstep: Class 23 contains 62379 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 14259 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424392.000000 Penalty: 65304.742188
Iteration 205Q: 31 clusters Score -5.442439e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 13631 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 158564 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19499 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 205239 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26942 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 17336 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14120 members 
Mstep: Class 23 contains 62391 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 14202 members 
Mstep: Class 29 contains 1929 members 
Mstep: Class 30 contains 8437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424412.000000 Penalty: 65304.742188
Iteration 206Q: 31 clusters Score -5.442441e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12377 members 
Mstep: Class 3 contains 13635 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 158564 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 205182 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12040 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14128 members 
Mstep: Class 23 contains 62411 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 14127 members 
Mstep: Class 29 contains 1930 members 
Mstep: Class 30 contains 8443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424504.000000 Penalty: 65304.742188
Iteration 207Q: 31 clusters Score -5.44245e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12373 members 
Mstep: Class 3 contains 13641 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 158564 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 205144 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26934 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17330 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12046 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14129 members 
Mstep: Class 23 contains 62428 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 14069 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424416.000000 Penalty: 65304.742188
Iteration 208Q: 31 clusters Score -5.442442e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12373 members 
Mstep: Class 3 contains 13639 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 158568 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 19492 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 205098 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26926 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17329 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14123 members 
Mstep: Class 23 contains 62436 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 14018 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424544.000000 Penalty: 65304.742188
Iteration 209Q: 31 clusters Score -5.442454e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 13634 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 158569 members 
Mstep: Class 7 contains 5555 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6735 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 205036 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14120 members 
Mstep: Class 23 contains 62439 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13978 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424572.000000 Penalty: 65304.742188
Iteration 210Q: 31 clusters Score -5.442457e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13631 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 158571 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 19492 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204972 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17329 members 
Mstep: Class 17 contains 13368 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 14122 members 
Mstep: Class 23 contains 62437 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13925 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 8464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424648.000000 Penalty: 65304.742188
Iteration 211Q: 31 clusters Score -5.442465e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 158573 members 
Mstep: Class 7 contains 5562 members 
Mstep: Class 8 contains 19495 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204934 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14121 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13880 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424640.000000 Penalty: 65304.742188
Iteration 212Q: 31 clusters Score -5.442464e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 13625 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 158577 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 8 contains 19496 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204909 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14119 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424632.000000 Penalty: 65304.742188
Iteration 213Q: 31 clusters Score -5.442463e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13625 members 
Mstep: Class 4 contains 6799 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 158578 members 
Mstep: Class 7 contains 5565 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6795 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204895 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26921 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17326 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 2264 members 
Mstep: Class 19 contains 4081 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 14118 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13780 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424556.000000 Penalty: 65304.742188
Iteration 214Q: 31 clusters Score -5.442456e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 158586 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6794 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204872 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26915 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 14122 members 
Mstep: Class 23 contains 62435 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13757 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424568.000000 Penalty: 65304.742188
Iteration 215Q: 31 clusters Score -5.442457e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 158592 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204852 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26913 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 17322 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 62433 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13734 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 8477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424592.000000 Penalty: 65304.742188
Iteration 216Q: 31 clusters Score -5.442459e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 158598 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204831 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26911 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 17319 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14126 members 
Mstep: Class 23 contains 62437 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13703 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 8480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424608.000000 Penalty: 65304.742188
Iteration 217Q: 31 clusters Score -5.442461e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 158599 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 19496 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204814 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26911 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17317 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 12035 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14127 members 
Mstep: Class 23 contains 62437 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13682 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424636.000000 Penalty: 65304.742188
Iteration 218Q: 31 clusters Score -5.442464e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4849 members 
Mstep: Class 6 contains 158602 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204781 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26907 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 17313 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14129 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7237 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13683 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424648.000000 Penalty: 65304.742188
Iteration 219Q: 31 clusters Score -5.442465e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 158601 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 19498 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204756 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17310 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14130 members 
Mstep: Class 23 contains 62435 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 7238 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424712.000000 Penalty: 65304.742188
Iteration 220F: 31 clusters Score -5.442471e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6797 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 6 contains 158600 members 
Mstep: Class 7 contains 5569 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204734 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17309 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14131 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13657 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424740.000000 Penalty: 65304.742188
Iteration 221Q: 31 clusters Score -5.442474e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6796 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 6 contains 158599 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 19497 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204708 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 17308 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13651 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424732.000000 Penalty: 65304.742188
Iteration 222Q: 31 clusters Score -5.442473e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 6795 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 158602 members 
Mstep: Class 7 contains 5571 members 
Mstep: Class 8 contains 19496 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204680 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26901 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 17308 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62439 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7239 members 
Mstep: Class 26 contains 3916 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13649 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424800.000000 Penalty: 65304.742188
Iteration 223Q: 31 clusters Score -5.44248e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 13616 members 
Mstep: Class 4 contains 6795 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 158607 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19496 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204659 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26899 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 16 contains 17308 members 
Mstep: Class 17 contains 13371 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7240 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13649 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424752.000000 Penalty: 65304.742188
Iteration 224Q: 31 clusters Score -5.442475e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204642 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26892 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14134 members 
Mstep: Class 23 contains 62432 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7241 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13655 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424744.000000 Penalty: 65304.742188
Iteration 225Q: 31 clusters Score -5.442474e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 6793 members 
Mstep: Class 5 contains 4991 members 
Mstep: Class 6 contains 158608 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19493 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204626 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 7492 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 13374 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14135 members 
Mstep: Class 23 contains 62431 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424748.000000 Penalty: 65304.742188
Iteration 226Q: 31 clusters Score -5.442475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 158607 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19492 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204608 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7244 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13665 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 227Q: 31 clusters Score -5.44247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 158609 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204593 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2278 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 14132 members 
Mstep: Class 23 contains 62435 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7245 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424712.000000 Penalty: 65304.742188
Iteration 228Q: 31 clusters Score -5.442471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6789 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 204582 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62434 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7247 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13665 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424676.000000 Penalty: 65304.742188
Iteration 229Q: 31 clusters Score -5.442468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 6789 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204572 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14133 members 
Mstep: Class 23 contains 62437 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13668 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424688.000000 Penalty: 65304.742188
Iteration 230Q: 31 clusters Score -5.442469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204564 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14135 members 
Mstep: Class 23 contains 62439 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13669 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424680.000000 Penalty: 65304.742188
Iteration 231Q: 31 clusters Score -5.442468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 6787 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204563 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17302 members 
Mstep: Class 17 contains 13375 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14138 members 
Mstep: Class 23 contains 62438 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13669 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424696.000000 Penalty: 65304.742188
Iteration 232Q: 31 clusters Score -5.44247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204557 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17301 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 14138 members 
Mstep: Class 23 contains 62438 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13670 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424712.000000 Penalty: 65304.742188
Iteration 233Q: 31 clusters Score -5.442471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204554 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17300 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7051 members 
Mstep: Class 22 contains 14136 members 
Mstep: Class 23 contains 62438 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 13665 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424688.000000 Penalty: 65304.742188
Iteration 234Q: 31 clusters Score -5.442469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204543 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12037 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14138 members 
Mstep: Class 23 contains 62439 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13667 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424708.000000 Penalty: 65304.742188
Iteration 235Q: 31 clusters Score -5.442471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204534 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62440 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13671 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424692.000000 Penalty: 65304.742188
Iteration 236Q: 31 clusters Score -5.442469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204525 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17297 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62440 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13672 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 8488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424708.000000 Penalty: 65304.742188
Iteration 237Q: 31 clusters Score -5.442471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 158610 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204517 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424716.000000 Penalty: 65304.742188
Iteration 238Q: 31 clusters Score -5.442472e+07 nChanged 17
Entering ConstructFrom: 
Score: -54424716.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -256030.421875 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -256030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -253221.375000 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -253221.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -253972.562500 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -253972.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -254169.687500 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -254169.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -254351.562500 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -254351.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -254545.984375 Penalty: 2622.230957
	Iteration 4F: 3 clusters Score -254546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -254735.453125 Penalty: 2622.230957
	Iteration 5F: 3 clusters Score -254735.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -254898.828125 Penalty: 2622.230957
	Iteration 6F: 3 clusters Score -254898.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -255058.625000 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -255058.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255174.796875 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -255174.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -255248.390625 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -255248.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -255290.812500 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -255290.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -255319.843750 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -255319.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -255341.390625 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -255341.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -255366.593750 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -255366.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -255393.734375 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -255393.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -255413.218750 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -255413.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -255422.296875 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -255422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -255434.640625 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -255434.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -255451.296875 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -255451.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -255460.046875 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -255460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -255464.640625 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -255464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -255466.734375 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -255466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -255471.812500 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -255471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -255482.218750 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -255482.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -255491.734375 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -255491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255498.921875 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -255498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -255502.984375 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -255503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -255510.656250 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -255510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -255518.359375 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -255518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -255527.765625 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -255527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -255538.328125 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -255538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -255554.250000 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -255554.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -255576.812500 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -255576.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -255595.265625 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -255595.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -255609.734375 Penalty: 2622.230957
	Iteration 34Q: 3 clusters Score -255609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -255622.375000 Penalty: 2622.230957
	Iteration 35Q: 3 clusters Score -255622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -255628.953125 Penalty: 2622.230957
	Iteration 36Q: 3 clusters Score -255629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -255632.625000 Penalty: 2622.230957
	Iteration 37Q: 3 clusters Score -255632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255637.750000 Penalty: 2622.230957
	Iteration 38Q: 3 clusters Score -255637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255641.609375 Penalty: 2622.230957
	Iteration 39Q: 3 clusters Score -255641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -255642.781250 Penalty: 2622.230957
	Iteration 40F: 3 clusters Score -255642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -255644.328125 Penalty: 2622.230957
	Iteration 41Q: 3 clusters Score -255644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -255646.062500 Penalty: 2622.230957
	Iteration 42Q: 3 clusters Score -255646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255649.500000 Penalty: 2622.230957
	Iteration 43Q: 3 clusters Score -255649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -255652.171875 Penalty: 2622.230957
	Iteration 44Q: 3 clusters Score -255652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255654.250000 Penalty: 2622.230957
	Iteration 45Q: 3 clusters Score -255654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -255658.125000 Penalty: 2622.230957
	Iteration 46Q: 3 clusters Score -255658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -255661.203125 Penalty: 2622.230957
	Iteration 47Q: 3 clusters Score -255661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -255662.640625 Penalty: 2622.230957
	Iteration 48Q: 3 clusters Score -255662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -255664.953125 Penalty: 2622.230957
	Iteration 49Q: 3 clusters Score -255665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255667.031250 Penalty: 2622.230957
	Iteration 50Q: 3 clusters Score -255667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255668.000000 Penalty: 2622.230957
	Iteration 51Q: 3 clusters Score -255668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -255668.312500 Penalty: 2622.230957
	Iteration 52Q: 3 clusters Score -255668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -255668.500000 Penalty: 2622.230957
	Iteration 53Q: 3 clusters Score -255668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255671.328125 Penalty: 2622.230957
	Iteration 54Q: 3 clusters Score -255671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255672.687500 Penalty: 2622.230957
	Iteration 55Q: 3 clusters Score -255672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -255676.953125 Penalty: 2622.230957
	Iteration 56Q: 3 clusters Score -255677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255680.187500 Penalty: 2622.230957
	Iteration 57Q: 3 clusters Score -255680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -255681.796875 Penalty: 2622.230957
	Iteration 58Q: 3 clusters Score -255681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -255682.593750 Penalty: 2622.230957
	Iteration 59Q: 3 clusters Score -255682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255683.281250 Penalty: 2622.230957
	Iteration 60F: 3 clusters Score -255683.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Entering Unmasked Estep 
Score: -1035395.250000 Penalty: 1531.163452
	Iteration 0F: 2 clusters Score -1035395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1026690.750000 Penalty: 3062.326904
	Iteration 0F: 3 clusters Score -1026691 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1029833.812500 Penalty: 3062.326904
	Iteration 1F: 3 clusters Score -1029834 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1030331.125000 Penalty: 3062.326904
	Iteration 2F: 3 clusters Score -1030331 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1030753.000000 Penalty: 3062.326904
	Iteration 3F: 3 clusters Score -1030753 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1031097.000000 Penalty: 3062.326904
	Iteration 4F: 3 clusters Score -1031097 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1031407.250000 Penalty: 3062.326904
	Iteration 5Q: 3 clusters Score -1031407 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1031663.250000 Penalty: 3062.326904
	Iteration 6Q: 3 clusters Score -1031663 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1031872.500000 Penalty: 3062.326904
	Iteration 7Q: 3 clusters Score -1031872 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1032028.750000 Penalty: 3062.326904
	Iteration 8Q: 3 clusters Score -1032029 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1032170.187500 Penalty: 3062.326904
	Iteration 9Q: 3 clusters Score -1032170 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1032273.000000 Penalty: 3062.326904
	Iteration 10Q: 3 clusters Score -1032273 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1032369.250000 Penalty: 3062.326904
	Iteration 11Q: 3 clusters Score -1032369 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1032459.812500 Penalty: 3062.326904
	Iteration 12Q: 3 clusters Score -1032460 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1032554.875000 Penalty: 3062.326904
	Iteration 13Q: 3 clusters Score -1032555 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1032647.437500 Penalty: 3062.326904
	Iteration 14Q: 3 clusters Score -1032647 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1032746.500000 Penalty: 3062.326904
	Iteration 15Q: 3 clusters Score -1032746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1032855.625000 Penalty: 3062.326904
	Iteration 16Q: 3 clusters Score -1032856 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1032970.187500 Penalty: 3062.326904
	Iteration 17Q: 3 clusters Score -1032970 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1033064.062500 Penalty: 3062.326904
	Iteration 18Q: 3 clusters Score -1033064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1033149.000000 Penalty: 3062.326904
	Iteration 19Q: 3 clusters Score -1033149 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1033225.125000 Penalty: 3062.326904
	Iteration 20F: 3 clusters Score -1033225 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1033286.375000 Penalty: 3062.326904
	Iteration 21Q: 3 clusters Score -1033286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1033348.437500 Penalty: 3062.326904
	Iteration 22Q: 3 clusters Score -1033348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1033394.875000 Penalty: 3062.326904
	Iteration 23Q: 3 clusters Score -1033395 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1033432.687500 Penalty: 3062.326904
	Iteration 24Q: 3 clusters Score -1033433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1033460.437500 Penalty: 3062.326904
	Iteration 25Q: 3 clusters Score -1033460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1033479.625000 Penalty: 3062.326904
	Iteration 26Q: 3 clusters Score -1033480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1033493.750000 Penalty: 3062.326904
	Iteration 27Q: 3 clusters Score -1033494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1033506.687500 Penalty: 3062.326904
	Iteration 28Q: 3 clusters Score -1033507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1033516.562500 Penalty: 3062.326904
	Iteration 29Q: 3 clusters Score -1033517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1033524.437500 Penalty: 3062.326904
	Iteration 30Q: 3 clusters Score -1033524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1033526.250000 Penalty: 3062.326904
	Iteration 31Q: 3 clusters Score -1033526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1033533.812500 Penalty: 3062.326904
	Iteration 32Q: 3 clusters Score -1033534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1033538.125000 Penalty: 3062.326904
	Iteration 33Q: 3 clusters Score -1033538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1033538.750000 Penalty: 3062.326904
	Iteration 34Q: 3 clusters Score -1033539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1033542.125000 Penalty: 3062.326904
	Iteration 35Q: 3 clusters Score -1033542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1033542.250000 Penalty: 3062.326904
	Iteration 36Q: 3 clusters Score -1033542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1033546.312500 Penalty: 3062.326904
	Iteration 37Q: 3 clusters Score -1033546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1033544.437500 Penalty: 3062.326904
	Iteration 38Q: 3 clusters Score -1033544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1033549.625000 Penalty: 3062.326904
	Iteration 39Q: 3 clusters Score -1033550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1033550.500000 Penalty: 3062.326904
	Iteration 40F: 3 clusters Score -1033550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1033549.562500 Penalty: 3062.326904
	Iteration 41Q: 3 clusters Score -1033550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1033551.250000 Penalty: 3062.326904
	Iteration 42Q: 3 clusters Score -1033551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1033551.187500 Penalty: 3062.326904
	Iteration 43Q: 3 clusters Score -1033551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1033551.125000 Penalty: 3062.326904
	Iteration 44Q: 3 clusters Score -1033551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1033554.062500 Penalty: 3062.326904
	Iteration 45Q: 3 clusters Score -1033554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1033555.625000 Penalty: 3062.326904
	Iteration 46Q: 3 clusters Score -1033556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1033556.562500 Penalty: 3062.326904
	Iteration 47Q: 3 clusters Score -1033557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1033556.125000 Penalty: 3062.326904
	Iteration 48Q: 3 clusters Score -1033556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1033556.250000 Penalty: 3062.326904
	Iteration 49Q: 3 clusters Score -1033556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1033557.125000 Penalty: 3062.326904
	Iteration 50Q: 3 clusters Score -1033557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1033556.750000 Penalty: 3062.326904
	Iteration 51Q: 3 clusters Score -1033557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1033557.000000 Penalty: 3062.326904
	Iteration 52Q: 3 clusters Score -1033557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1033557.750000 Penalty: 3062.326904
	Iteration 53Q: 3 clusters Score -1033558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1033557.875000 Penalty: 3062.326904
	Iteration 54Q: 3 clusters Score -1033558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1033557.062500 Penalty: 3062.326904
	Iteration 55Q: 3 clusters Score -1033557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1033557.062500 Penalty: 3062.326904
	Iteration 56F: 3 clusters Score -1033557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Entering Unmasked Estep 
Score: -1070870.625000 Penalty: 1546.897339
	Iteration 0F: 2 clusters Score -1070871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1061372.750000 Penalty: 3093.794678
	Iteration 0F: 3 clusters Score -1061373 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1064629.875000 Penalty: 3093.794678
	Iteration 1F: 3 clusters Score -1064630 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1064996.500000 Penalty: 3093.794678
	Iteration 2F: 3 clusters Score -1064996 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1065381.750000 Penalty: 3093.794678
	Iteration 3F: 3 clusters Score -1065382 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1065734.125000 Penalty: 3093.794678
	Iteration 4F: 3 clusters Score -1065734 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1066098.000000 Penalty: 3093.794678
	Iteration 5F: 3 clusters Score -1066098 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1066482.875000 Penalty: 3093.794678
	Iteration 6F: 3 clusters Score -1066483 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1066874.500000 Penalty: 3093.794678
	Iteration 7F: 3 clusters Score -1066874 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1067258.625000 Penalty: 3093.794678
	Iteration 8Q: 3 clusters Score -1067259 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1067612.125000 Penalty: 3093.794678
	Iteration 9Q: 3 clusters Score -1067612 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1067924.875000 Penalty: 3093.794678
	Iteration 10Q: 3 clusters Score -1067925 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1068143.250000 Penalty: 3093.794678
	Iteration 11Q: 3 clusters Score -1068143 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1068290.125000 Penalty: 3093.794678
	Iteration 12Q: 3 clusters Score -1068290 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1068373.625000 Penalty: 3093.794678
	Iteration 13Q: 3 clusters Score -1068374 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1068424.875000 Penalty: 3093.794678
	Iteration 14Q: 3 clusters Score -1068425 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1068452.000000 Penalty: 3093.794678
	Iteration 15Q: 3 clusters Score -1068452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1068473.625000 Penalty: 3093.794678
	Iteration 16Q: 3 clusters Score -1068474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1068482.875000 Penalty: 3093.794678
	Iteration 17Q: 3 clusters Score -1068483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1068500.000000 Penalty: 3093.794678
	Iteration 18Q: 3 clusters Score -1068500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1068516.750000 Penalty: 3093.794678
	Iteration 19Q: 3 clusters Score -1068517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1068530.875000 Penalty: 3093.794678
	Iteration 20F: 3 clusters Score -1068531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1068541.500000 Penalty: 3093.794678
	Iteration 21Q: 3 clusters Score -1068542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1068554.625000 Penalty: 3093.794678
	Iteration 22Q: 3 clusters Score -1068555 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1068569.125000 Penalty: 3093.794678
	Iteration 23Q: 3 clusters Score -1068569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1068584.125000 Penalty: 3093.794678
	Iteration 24Q: 3 clusters Score -1068584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1068600.750000 Penalty: 3093.794678
	Iteration 25Q: 3 clusters Score -1068601 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1068613.250000 Penalty: 3093.794678
	Iteration 26Q: 3 clusters Score -1068613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1068631.000000 Penalty: 3093.794678
	Iteration 27Q: 3 clusters Score -1068631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1068642.875000 Penalty: 3093.794678
	Iteration 28Q: 3 clusters Score -1068643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1068662.125000 Penalty: 3093.794678
	Iteration 29Q: 3 clusters Score -1068662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1068670.625000 Penalty: 3093.794678
	Iteration 30Q: 3 clusters Score -1068671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1068687.500000 Penalty: 3093.794678
	Iteration 31Q: 3 clusters Score -1068688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1068700.875000 Penalty: 3093.794678
	Iteration 32Q: 3 clusters Score -1068701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1068713.125000 Penalty: 3093.794678
	Iteration 33Q: 3 clusters Score -1068713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1068728.000000 Penalty: 3093.794678
	Iteration 34Q: 3 clusters Score -1068728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1068744.625000 Penalty: 3093.794678
	Iteration 35Q: 3 clusters Score -1068745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1068764.000000 Penalty: 3093.794678
	Iteration 36Q: 3 clusters Score -1068764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1068782.125000 Penalty: 3093.794678
	Iteration 37Q: 3 clusters Score -1068782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1068800.875000 Penalty: 3093.794678
	Iteration 38Q: 3 clusters Score -1068801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1068813.625000 Penalty: 3093.794678
	Iteration 39Q: 3 clusters Score -1068814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1068835.500000 Penalty: 3093.794678
	Iteration 40F: 3 clusters Score -1068836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1068850.250000 Penalty: 3093.794678
	Iteration 41Q: 3 clusters Score -1068850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1068872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1068889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1068906.875000 Penalty: 3093.794678
	Iteration 44Q: 3 clusters Score -1068907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1068924.875000 Penalty: 3093.794678
	Iteration 45Q: 3 clusters Score -1068925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1068943.500000 Penalty: 3093.794678
	Iteration 46Q: 3 clusters Score -1068944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1068970.250000 Penalty: 3093.794678
	Iteration 47Q: 3 clusters Score -1068970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1068992.000000 Penalty: 3093.794678
	Iteration 48Q: 3 clusters Score -1068992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1069005.625000 Penalty: 3093.794678
	Iteration 49Q: 3 clusters Score -1069006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1069021.250000 Penalty: 3093.794678
	Iteration 50Q: 3 clusters Score -1069021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1069043.875000 Penalty: 3093.794678
	Iteration 51Q: 3 clusters Score -1069044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1069069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1069096.375000 Penalty: 3093.794678
	Iteration 53Q: 3 clusters Score -1069096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1069121.625000 Penalty: 3093.794678
	Iteration 54Q: 3 clusters Score -1069122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1069151.500000 Penalty: 3093.794678
	Iteration 55Q: 3 clusters Score -1069152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1069181.375000 Penalty: 3093.794678
	Iteration 56Q: 3 clusters Score -1069181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1069207.750000 Penalty: 3093.794678
	Iteration 57Q: 3 clusters Score -1069208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1069226.000000 Penalty: 3093.794678
	Iteration 58Q: 3 clusters Score -1069226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1069249.000000 Penalty: 3093.794678
	Iteration 59Q: 3 clusters Score -1069249 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1069268.250000 Penalty: 3093.794678
	Iteration 60F: 3 clusters Score -1069268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1069295.000000 Penalty: 3093.794678
	Iteration 61Q: 3 clusters Score -1069295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1069306.250000 Penalty: 3093.794678
	Iteration 62Q: 3 clusters Score -1069306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1069316.250000 Penalty: 3093.794678
	Iteration 63Q: 3 clusters Score -1069316 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1069332.625000 Penalty: 3093.794678
	Iteration 64Q: 3 clusters Score -1069333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1069344.875000 Penalty: 3093.794678
	Iteration 65Q: 3 clusters Score -1069345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1069362.500000 Penalty: 3093.794678
	Iteration 66Q: 3 clusters Score -1069362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1069372.875000 Penalty: 3093.794678
	Iteration 67Q: 3 clusters Score -1069373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1069384.750000 Penalty: 3093.794678
	Iteration 68Q: 3 clusters Score -1069385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1069398.250000 Penalty: 3093.794678
	Iteration 69Q: 3 clusters Score -1069398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1069418.000000 Penalty: 3093.794678
	Iteration 70Q: 3 clusters Score -1069418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1069428.375000 Penalty: 3093.794678
	Iteration 71Q: 3 clusters Score -1069428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1069449.125000 Penalty: 3093.794678
	Iteration 72Q: 3 clusters Score -1069449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1069458.250000 Penalty: 3093.794678
	Iteration 73Q: 3 clusters Score -1069458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1069473.500000 Penalty: 3093.794678
	Iteration 74Q: 3 clusters Score -1069474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1069482.000000 Penalty: 3093.794678
	Iteration 75Q: 3 clusters Score -1069482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1069492.500000 Penalty: 3093.794678
	Iteration 76Q: 3 clusters Score -1069492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1069498.500000 Penalty: 3093.794678
	Iteration 77Q: 3 clusters Score -1069498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1069502.750000 Penalty: 3093.794678
	Iteration 78Q: 3 clusters Score -1069503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1069507.875000 Penalty: 3093.794678
	Iteration 79Q: 3 clusters Score -1069508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1069511.875000 Penalty: 3093.794678
	Iteration 80F: 3 clusters Score -1069512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1069522.000000 Penalty: 3093.794678
	Iteration 81Q: 3 clusters Score -1069522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1069523.375000 Penalty: 3093.794678
	Iteration 82Q: 3 clusters Score -1069523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1069526.125000 Penalty: 3093.794678
	Iteration 83Q: 3 clusters Score -1069526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1069529.125000 Penalty: 3093.794678
	Iteration 84Q: 3 clusters Score -1069529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1069530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1069534.375000 Penalty: 3093.794678
	Iteration 86Q: 3 clusters Score -1069534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1069538.250000 Penalty: 3093.794678
	Iteration 87Q: 3 clusters Score -1069538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1069545.250000 Penalty: 3093.794678
	Iteration 88Q: 3 clusters Score -1069545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1069549.375000 Penalty: 3093.794678
	Iteration 89Q: 3 clusters Score -1069549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1069552.750000 Penalty: 3093.794678
	Iteration 90Q: 3 clusters Score -1069553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1069556.750000 Penalty: 3093.794678
	Iteration 91Q: 3 clusters Score -1069557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1069560.375000 Penalty: 3093.794678
	Iteration 92Q: 3 clusters Score -1069560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1069566.250000 Penalty: 3093.794678
	Iteration 93Q: 3 clusters Score -1069566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1069568.750000 Penalty: 3093.794678
	Iteration 94Q: 3 clusters Score -1069569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1069574.000000 Penalty: 3093.794678
	Iteration 95Q: 3 clusters Score -1069574 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1069579.500000 Penalty: 3093.794678
	Iteration 96Q: 3 clusters Score -1069580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1069590.000000 Penalty: 3093.794678
	Iteration 97Q: 3 clusters Score -1069590 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1069596.250000 Penalty: 3093.794678
	Iteration 98Q: 3 clusters Score -1069596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1069600.125000 Penalty: 3093.794678
	Iteration 99Q: 3 clusters Score -1069600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1069605.125000 Penalty: 3093.794678
	Iteration 100F: 3 clusters Score -1069605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1069611.875000 Penalty: 3093.794678
	Iteration 101Q: 3 clusters Score -1069612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1069617.375000 Penalty: 3093.794678
	Iteration 102Q: 3 clusters Score -1069617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1069621.250000 Penalty: 3093.794678
	Iteration 103Q: 3 clusters Score -1069621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1069627.125000 Penalty: 3093.794678
	Iteration 104Q: 3 clusters Score -1069627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1069638.125000 Penalty: 3093.794678
	Iteration 105Q: 3 clusters Score -1069638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1069648.750000 Penalty: 3093.794678
	Iteration 106Q: 3 clusters Score -1069649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1069662.875000 Penalty: 3093.794678
	Iteration 107Q: 3 clusters Score -1069663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1069675.250000 Penalty: 3093.794678
	Iteration 108Q: 3 clusters Score -1069675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1069688.125000 Penalty: 3093.794678
	Iteration 109Q: 3 clusters Score -1069688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1069700.750000 Penalty: 3093.794678
	Iteration 110Q: 3 clusters Score -1069701 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1069717.500000 Penalty: 3093.794678
	Iteration 111Q: 3 clusters Score -1069718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1069732.000000 Penalty: 3093.794678
	Iteration 112Q: 3 clusters Score -1069732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1069741.375000 Penalty: 3093.794678
	Iteration 113Q: 3 clusters Score -1069741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1069744.250000 Penalty: 3093.794678
	Iteration 114Q: 3 clusters Score -1069744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1069751.125000 Penalty: 3093.794678
	Iteration 115Q: 3 clusters Score -1069751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1069759.125000 Penalty: 3093.794678
	Iteration 116Q: 3 clusters Score -1069759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1069770.875000 Penalty: 3093.794678
	Iteration 117Q: 3 clusters Score -1069771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1069778.375000 Penalty: 3093.794678
	Iteration 118Q: 3 clusters Score -1069778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1069781.250000 Penalty: 3093.794678
	Iteration 119Q: 3 clusters Score -1069781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1069786.375000 Penalty: 3093.794678
	Iteration 120F: 3 clusters Score -1069786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1069794.875000 Penalty: 3093.794678
	Iteration 121Q: 3 clusters Score -1069795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1069794.500000 Penalty: 3093.794678
	Iteration 122Q: 3 clusters Score -1069794 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1069799.500000 Penalty: 3093.794678
	Iteration 123Q: 3 clusters Score -1069800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1069802.875000 Penalty: 3093.794678
	Iteration 124Q: 3 clusters Score -1069803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1069805.375000 Penalty: 3093.794678
	Iteration 125Q: 3 clusters Score -1069805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1069806.375000 Penalty: 3093.794678
	Iteration 126Q: 3 clusters Score -1069806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1069809.125000 Penalty: 3093.794678
	Iteration 127Q: 3 clusters Score -1069809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1069810.125000 Penalty: 3093.794678
	Iteration 128Q: 3 clusters Score -1069810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1069812.250000 Penalty: 3093.794678
	Iteration 129Q: 3 clusters Score -1069812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1069812.625000 Penalty: 3093.794678
	Iteration 130Q: 3 clusters Score -1069813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1069813.750000 Penalty: 3093.794678
	Iteration 131Q: 3 clusters Score -1069814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1069814.750000 Penalty: 3093.794678
	Iteration 132Q: 3 clusters Score -1069815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1069818.000000 Penalty: 3093.794678
	Iteration 133Q: 3 clusters Score -1069818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1069819.250000 Penalty: 3093.794678
	Iteration 134Q: 3 clusters Score -1069819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1069820.250000 Penalty: 3093.794678
	Iteration 135Q: 3 clusters Score -1069820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1069820.500000 Penalty: 3093.794678
	Iteration 136Q: 3 clusters Score -1069820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1069821.750000 Penalty: 3093.794678
	Iteration 137Q: 3 clusters Score -1069822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1069822.625000 Penalty: 3093.794678
	Iteration 138Q: 3 clusters Score -1069823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1069823.625000 Penalty: 3093.794678
	Iteration 139Q: 3 clusters Score -1069824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1069823.250000 Penalty: 3093.794678
	Iteration 140F: 3 clusters Score -1069823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1069826.250000 Penalty: 3093.794678
	Iteration 141Q: 3 clusters Score -1069826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1069825.625000 Penalty: 3093.794678
	Iteration 142Q: 3 clusters Score -1069826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1069826.625000 Penalty: 3093.794678
	Iteration 143Q: 3 clusters Score -1069827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1069829.000000 Penalty: 3093.794678
	Iteration 144Q: 3 clusters Score -1069829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1069830.625000 Penalty: 3093.794678
	Iteration 145Q: 3 clusters Score -1069831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1069832.500000 Penalty: 3093.794678
	Iteration 146Q: 3 clusters Score -1069832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1069837.250000 Penalty: 3093.794678
	Iteration 147Q: 3 clusters Score -1069837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1069838.000000 Penalty: 3093.794678
	Iteration 148Q: 3 clusters Score -1069838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1069835.750000 Penalty: 3093.794678
	Iteration 149Q: 3 clusters Score -1069836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1069837.125000 Penalty: 3093.794678
	Iteration 150Q: 3 clusters Score -1069837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1069837.875000 Penalty: 3093.794678
	Iteration 151Q: 3 clusters Score -1069838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1069836.125000 Penalty: 3093.794678
	Iteration 152Q: 3 clusters Score -1069836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1069837.000000 Penalty: 3093.794678
	Iteration 153Q: 3 clusters Score -1069837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1069836.375000 Penalty: 3093.794678
	Iteration 154Q: 3 clusters Score -1069836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1069837.875000 Penalty: 3093.794678
	Iteration 155Q: 3 clusters Score -1069838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1069837.875000 Penalty: 3093.794678
	Iteration 156F: 3 clusters Score -1069838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -572916.187500 Penalty: 1433.723022
	Iteration 0F: 2 clusters Score -572916.2 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 3396 members 
Entering Unmasked Estep 
Score: -567828.437500 Penalty: 2867.446045
	Iteration 0F: 3 clusters Score -567828.4 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -569311.875000 Penalty: 2867.446045
	Iteration 1F: 3 clusters Score -569311.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -569592.937500 Penalty: 2867.446045
	Iteration 2F: 3 clusters Score -569592.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -569858.250000 Penalty: 2867.446045
	Iteration 3F: 3 clusters Score -569858.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -570085.750000 Penalty: 2867.446045
	Iteration 4F: 3 clusters Score -570085.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -570277.500000 Penalty: 2867.446045
	Iteration 5F: 3 clusters Score -570277.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -570425.812500 Penalty: 2867.446045
	Iteration 6Q: 3 clusters Score -570425.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -570558.250000 Penalty: 2867.446045
	Iteration 7Q: 3 clusters Score -570558.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -570658.625000 Penalty: 2867.446045
	Iteration 8Q: 3 clusters Score -570658.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -570745.750000 Penalty: 2867.446045
	Iteration 9Q: 3 clusters Score -570745.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -570839.437500 Penalty: 2867.446045
	Iteration 10Q: 3 clusters Score -570839.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -570926.625000 Penalty: 2867.446045
	Iteration 11Q: 3 clusters Score -570926.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -571011.875000 Penalty: 2867.446045
	Iteration 12Q: 3 clusters Score -571011.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -571108.312500 Penalty: 2867.446045
	Iteration 13Q: 3 clusters Score -571108.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -571204.562500 Penalty: 2867.446045
	Iteration 14Q: 3 clusters Score -571204.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -571282.812500 Penalty: 2867.446045
	Iteration 15Q: 3 clusters Score -571282.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -571355.250000 Penalty: 2867.446045
	Iteration 16Q: 3 clusters Score -571355.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -571419.375000 Penalty: 2867.446045
	Iteration 17Q: 3 clusters Score -571419.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -571464.687500 Penalty: 2867.446045
	Iteration 18Q: 3 clusters Score -571464.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -571517.125000 Penalty: 2867.446045
	Iteration 19Q: 3 clusters Score -571517.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -571565.687500 Penalty: 2867.446045
	Iteration 20F: 3 clusters Score -571565.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -571609.187500 Penalty: 2867.446045
	Iteration 21Q: 3 clusters Score -571609.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -571647.187500 Penalty: 2867.446045
	Iteration 22Q: 3 clusters Score -571647.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -571679.562500 Penalty: 2867.446045
	Iteration 23Q: 3 clusters Score -571679.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -571704.250000 Penalty: 2867.446045
	Iteration 24Q: 3 clusters Score -571704.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -571727.375000 Penalty: 2867.446045
	Iteration 25Q: 3 clusters Score -571727.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -571741.375000 Penalty: 2867.446045
	Iteration 26Q: 3 clusters Score -571741.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -571751.250000 Penalty: 2867.446045
	Iteration 27Q: 3 clusters Score -571751.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -571760.937500 Penalty: 2867.446045
	Iteration 28Q: 3 clusters Score -571760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -571772.187500 Penalty: 2867.446045
	Iteration 29Q: 3 clusters Score -571772.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -571782.625000 Penalty: 2867.446045
	Iteration 30Q: 3 clusters Score -571782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -571788.812500 Penalty: 2867.446045
	Iteration 31Q: 3 clusters Score -571788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -571794.687500 Penalty: 2867.446045
	Iteration 32Q: 3 clusters Score -571794.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -571800.437500 Penalty: 2867.446045
	Iteration 33Q: 3 clusters Score -571800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -571806.375000 Penalty: 2867.446045
	Iteration 34Q: 3 clusters Score -571806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -571812.312500 Penalty: 2867.446045
	Iteration 35Q: 3 clusters Score -571812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -571819.750000 Penalty: 2867.446045
	Iteration 36Q: 3 clusters Score -571819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -571824.750000 Penalty: 2867.446045
	Iteration 37Q: 3 clusters Score -571824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -571829.062500 Penalty: 2867.446045
	Iteration 38Q: 3 clusters Score -571829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -571839.125000 Penalty: 2867.446045
	Iteration 39Q: 3 clusters Score -571839.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -571846.500000 Penalty: 2867.446045
	Iteration 40F: 3 clusters Score -571846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -571851.312500 Penalty: 2867.446045
	Iteration 41Q: 3 clusters Score -571851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -571856.875000 Penalty: 2867.446045
	Iteration 42Q: 3 clusters Score -571856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -571860.062500 Penalty: 2867.446045
	Iteration 43Q: 3 clusters Score -571860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -571862.875000 Penalty: 2867.446045
	Iteration 44Q: 3 clusters Score -571862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -571869.375000 Penalty: 2867.446045
	Iteration 45Q: 3 clusters Score -571869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -571872.750000 Penalty: 2867.446045
	Iteration 46Q: 3 clusters Score -571872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -571875.125000 Penalty: 2867.446045
	Iteration 47Q: 3 clusters Score -571875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -571878.687500 Penalty: 2867.446045
	Iteration 48Q: 3 clusters Score -571878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -571878.875000 Penalty: 2867.446045
	Iteration 49Q: 3 clusters Score -571878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -571879.375000 Penalty: 2867.446045
	Iteration 50Q: 3 clusters Score -571879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -571879.375000 Penalty: 2867.446045
	Iteration 51F: 3 clusters Score -571879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -416478.687500 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -416478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -412449.843750 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -412449.8 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -413548.437500 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -413548.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -413773.156250 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -413773.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -413940.500000 Penalty: 2772.478027
	Iteration 3F: 3 clusters Score -413940.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -414067.406250 Penalty: 2772.478027
	Iteration 4Q: 3 clusters Score -414067.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -414187.468750 Penalty: 2772.478027
	Iteration 5Q: 3 clusters Score -414187.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -414294.281250 Penalty: 2772.478027
	Iteration 6Q: 3 clusters Score -414294.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -414407.625000 Penalty: 2772.478027
	Iteration 7Q: 3 clusters Score -414407.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -414500.968750 Penalty: 2772.478027
	Iteration 8Q: 3 clusters Score -414501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -414575.000000 Penalty: 2772.478027
	Iteration 9Q: 3 clusters Score -414575 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -414644.468750 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -414644.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -414724.093750 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -414724.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -414798.687500 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -414798.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -414856.718750 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -414856.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -414908.593750 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -414908.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -414963.531250 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -414963.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -415014.437500 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -415014.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -415048.656250 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -415048.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -415090.156250 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -415090.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -415114.562500 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -415114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -415136.718750 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -415136.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -415151.125000 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -415151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -415160.531250 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -415160.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -415169.187500 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -415169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -415176.343750 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -415176.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -415183.531250 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -415183.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -415192.093750 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -415192.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -415201.000000 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -415201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -415208.625000 Penalty: 2772.478027
	Iteration 28Q: 3 clusters Score -415208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -415213.906250 Penalty: 2772.478027
	Iteration 29Q: 3 clusters Score -415213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -415219.062500 Penalty: 2772.478027
	Iteration 30Q: 3 clusters Score -415219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -415224.375000 Penalty: 2772.478027
	Iteration 31Q: 3 clusters Score -415224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -415227.562500 Penalty: 2772.478027
	Iteration 32Q: 3 clusters Score -415227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -415231.000000 Penalty: 2772.478027
	Iteration 33Q: 3 clusters Score -415231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -415231.625000 Penalty: 2772.478027
	Iteration 34Q: 3 clusters Score -415231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -415232.156250 Penalty: 2772.478027
	Iteration 35Q: 3 clusters Score -415232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -415232.156250 Penalty: 2772.478027
	Iteration 36F: 3 clusters Score -415232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Entering Unmasked Estep 
Score: -13709685.000000 Penalty: 1945.809082
	Iteration 0F: 2 clusters Score -1.370968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -13603504.000000 Penalty: 3891.618164
	Iteration 0F: 3 clusters Score -1.36035e+07 nChanged 76378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -13649310.000000 Penalty: 3891.618164
	Iteration 1F: 3 clusters Score -1.364931e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -13651611.000000 Penalty: 3891.618164
	Iteration 2Q: 3 clusters Score -1.365161e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -13655775.000000 Penalty: 3891.618164
	Iteration 3F: 3 clusters Score -1.365578e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -13662337.000000 Penalty: 3891.618164
	Iteration 4F: 3 clusters Score -1.366234e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116007 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -13670985.000000 Penalty: 3891.618164
	Iteration 5F: 3 clusters Score -1.367098e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -13680325.000000 Penalty: 3891.618164
	Iteration 6F: 3 clusters Score -1.368032e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137561 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -13688728.000000 Penalty: 3891.618164
	Iteration 7F: 3 clusters Score -1.368873e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -13695931.000000 Penalty: 3891.618164
	Iteration 8F: 3 clusters Score -1.369593e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -13701233.000000 Penalty: 3891.618164
	Iteration 9Q: 3 clusters Score -1.370123e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155770 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -13705187.000000 Penalty: 3891.618164
	Iteration 10Q: 3 clusters Score -1.370519e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13707054.000000 Penalty: 3891.618164
	Iteration 11Q: 3 clusters Score -1.370705e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13707611.000000 Penalty: 3891.618164
	Iteration 12Q: 3 clusters Score -1.370761e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13707769.000000 Penalty: 3891.618164
	Iteration 13Q: 3 clusters Score -1.370777e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13707846.000000 Penalty: 3891.618164
	Iteration 14Q: 3 clusters Score -1.370785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13707891.000000 Penalty: 3891.618164
	Iteration 15Q: 3 clusters Score -1.370789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13707920.000000 Penalty: 3891.618164
	Iteration 16Q: 3 clusters Score -1.370792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13707923.000000 Penalty: 3891.618164
	Iteration 17Q: 3 clusters Score -1.370792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13707964.000000 Penalty: 3891.618164
	Iteration 18Q: 3 clusters Score -1.370796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13707964.000000 Penalty: 3891.618164
	Iteration 19Q: 3 clusters Score -1.370796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13707985.000000 Penalty: 3891.618164
	Iteration 20F: 3 clusters Score -1.370798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13707988.000000 Penalty: 3891.618164
	Iteration 21Q: 3 clusters Score -1.370799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13707986.000000 Penalty: 3891.618164
	Iteration 22Q: 3 clusters Score -1.370799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13707989.000000 Penalty: 3891.618164
	Iteration 23Q: 3 clusters Score -1.370799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13707989.000000 Penalty: 3891.618164
	Iteration 24F: 3 clusters Score -1.370799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -472389.156250 Penalty: 1401.674438
	Iteration 0F: 2 clusters Score -472389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -468055.562500 Penalty: 2803.348877
	Iteration 0F: 3 clusters Score -468055.6 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -469217.906250 Penalty: 2803.348877
	Iteration 1F: 3 clusters Score -469217.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -469414.031250 Penalty: 2803.348877
	Iteration 2F: 3 clusters Score -469414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -469558.906250 Penalty: 2803.348877
	Iteration 3F: 3 clusters Score -469558.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -469646.531250 Penalty: 2803.348877
	Iteration 4Q: 3 clusters Score -469646.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -469707.125000 Penalty: 2803.348877
	Iteration 5Q: 3 clusters Score -469707.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -469751.031250 Penalty: 2803.348877
	Iteration 6Q: 3 clusters Score -469751 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -469793.906250 Penalty: 2803.348877
	Iteration 7Q: 3 clusters Score -469793.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -469837.500000 Penalty: 2803.348877
	Iteration 8Q: 3 clusters Score -469837.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -469886.625000 Penalty: 2803.348877
	Iteration 9Q: 3 clusters Score -469886.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -469933.406250 Penalty: 2803.348877
	Iteration 10Q: 3 clusters Score -469933.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -469993.062500 Penalty: 2803.348877
	Iteration 11Q: 3 clusters Score -469993.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -470058.531250 Penalty: 2803.348877
	Iteration 12Q: 3 clusters Score -470058.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -470125.343750 Penalty: 2803.348877
	Iteration 13Q: 3 clusters Score -470125.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -470195.312500 Penalty: 2803.348877
	Iteration 14Q: 3 clusters Score -470195.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -470273.718750 Penalty: 2803.348877
	Iteration 15Q: 3 clusters Score -470273.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -470363.968750 Penalty: 2803.348877
	Iteration 16Q: 3 clusters Score -470364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -470451.218750 Penalty: 2803.348877
	Iteration 17Q: 3 clusters Score -470451.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -470548.031250 Penalty: 2803.348877
	Iteration 18Q: 3 clusters Score -470548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -470644.906250 Penalty: 2803.348877
	Iteration 19Q: 3 clusters Score -470644.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -470722.281250 Penalty: 2803.348877
	Iteration 20F: 3 clusters Score -470722.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -470803.968750 Penalty: 2803.348877
	Iteration 21Q: 3 clusters Score -470804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -470874.781250 Penalty: 2803.348877
	Iteration 22Q: 3 clusters Score -470874.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -470936.875000 Penalty: 2803.348877
	Iteration 23Q: 3 clusters Score -470936.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -470987.500000 Penalty: 2803.348877
	Iteration 24Q: 3 clusters Score -470987.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -471023.781250 Penalty: 2803.348877
	Iteration 25Q: 3 clusters Score -471023.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -471050.093750 Penalty: 2803.348877
	Iteration 26Q: 3 clusters Score -471050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -471064.625000 Penalty: 2803.348877
	Iteration 27Q: 3 clusters Score -471064.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -471079.906250 Penalty: 2803.348877
	Iteration 28Q: 3 clusters Score -471079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -471093.781250 Penalty: 2803.348877
	Iteration 29Q: 3 clusters Score -471093.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -471110.218750 Penalty: 2803.348877
	Iteration 30Q: 3 clusters Score -471110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -471120.218750 Penalty: 2803.348877
	Iteration 31Q: 3 clusters Score -471120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -471124.281250 Penalty: 2803.348877
	Iteration 32Q: 3 clusters Score -471124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -471126.093750 Penalty: 2803.348877
	Iteration 33Q: 3 clusters Score -471126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -471129.437500 Penalty: 2803.348877
	Iteration 34Q: 3 clusters Score -471129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -471134.093750 Penalty: 2803.348877
	Iteration 35Q: 3 clusters Score -471134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -471140.218750 Penalty: 2803.348877
	Iteration 36Q: 3 clusters Score -471140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -471144.812500 Penalty: 2803.348877
	Iteration 37Q: 3 clusters Score -471144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -471149.468750 Penalty: 2803.348877
	Iteration 38Q: 3 clusters Score -471149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -471153.406250 Penalty: 2803.348877
	Iteration 39Q: 3 clusters Score -471153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -471156.156250 Penalty: 2803.348877
	Iteration 40F: 3 clusters Score -471156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -471157.625000 Penalty: 2803.348877
	Iteration 41Q: 3 clusters Score -471157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -471159.468750 Penalty: 2803.348877
	Iteration 42Q: 3 clusters Score -471159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -471161.250000 Penalty: 2803.348877
	Iteration 43Q: 3 clusters Score -471161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -471163.843750 Penalty: 2803.348877
	Iteration 44Q: 3 clusters Score -471163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -471164.843750 Penalty: 2803.348877
	Iteration 45Q: 3 clusters Score -471164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -471164.843750 Penalty: 2803.348877
	Iteration 46F: 3 clusters Score -471164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Entering Unmasked Estep 
Score: -1672684.875000 Penalty: 1605.119263
	Iteration 0F: 2 clusters Score -1672685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1659311.000000 Penalty: 3210.238525
	Iteration 0F: 3 clusters Score -1659311 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1664184.875000 Penalty: 3210.238525
	Iteration 1F: 3 clusters Score -1664185 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1664558.750000 Penalty: 3210.238525
	Iteration 2F: 3 clusters Score -1664559 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1664887.000000 Penalty: 3210.238525
	Iteration 3Q: 3 clusters Score -1664887 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1665245.500000 Penalty: 3210.238525
	Iteration 4Q: 3 clusters Score -1665246 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1665664.750000 Penalty: 3210.238525
	Iteration 5Q: 3 clusters Score -1665665 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1666210.000000 Penalty: 3210.238525
	Iteration 6F: 3 clusters Score -1666210 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1666885.750000 Penalty: 3210.238525
	Iteration 7F: 3 clusters Score -1666886 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1667647.500000 Penalty: 3210.238525
	Iteration 8F: 3 clusters Score -1667648 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1668528.125000 Penalty: 3210.238525
	Iteration 9F: 3 clusters Score -1668528 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1669464.250000 Penalty: 3210.238525
	Iteration 10Q: 3 clusters Score -1669464 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1670113.000000 Penalty: 3210.238525
	Iteration 11Q: 3 clusters Score -1670113 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1670476.500000 Penalty: 3210.238525
	Iteration 12Q: 3 clusters Score -1670476 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1670707.875000 Penalty: 3210.238525
	Iteration 13Q: 3 clusters Score -1670708 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1670854.000000 Penalty: 3210.238525
	Iteration 14Q: 3 clusters Score -1670854 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1670958.500000 Penalty: 3210.238525
	Iteration 15Q: 3 clusters Score -1670958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1671037.125000 Penalty: 3210.238525
	Iteration 16Q: 3 clusters Score -1671037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1671109.625000 Penalty: 3210.238525
	Iteration 17Q: 3 clusters Score -1671110 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1671167.750000 Penalty: 3210.238525
	Iteration 18Q: 3 clusters Score -1671168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1671224.375000 Penalty: 3210.238525
	Iteration 19Q: 3 clusters Score -1671224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1671265.125000 Penalty: 3210.238525
	Iteration 20F: 3 clusters Score -1671265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1671285.625000 Penalty: 3210.238525
	Iteration 21Q: 3 clusters Score -1671286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1671311.000000 Penalty: 3210.238525
	Iteration 22Q: 3 clusters Score -1671311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1671326.250000 Penalty: 3210.238525
	Iteration 23Q: 3 clusters Score -1671326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1671337.875000 Penalty: 3210.238525
	Iteration 24Q: 3 clusters Score -1671338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1671355.875000 Penalty: 3210.238525
	Iteration 25Q: 3 clusters Score -1671356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1671361.250000 Penalty: 3210.238525
	Iteration 26Q: 3 clusters Score -1671361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1671373.625000 Penalty: 3210.238525
	Iteration 27Q: 3 clusters Score -1671374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1671390.750000 Penalty: 3210.238525
	Iteration 28Q: 3 clusters Score -1671391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1671406.375000 Penalty: 3210.238525
	Iteration 29Q: 3 clusters Score -1671406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1671428.125000 Penalty: 3210.238525
	Iteration 30Q: 3 clusters Score -1671428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1671457.000000 Penalty: 3210.238525
	Iteration 31Q: 3 clusters Score -1671457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1671482.875000 Penalty: 3210.238525
	Iteration 32Q: 3 clusters Score -1671483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1671500.250000 Penalty: 3210.238525
	Iteration 33Q: 3 clusters Score -1671500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1671518.250000 Penalty: 3210.238525
	Iteration 34Q: 3 clusters Score -1671518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1671540.750000 Penalty: 3210.238525
	Iteration 35Q: 3 clusters Score -1671541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1671548.875000 Penalty: 3210.238525
	Iteration 36Q: 3 clusters Score -1671549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1671561.875000 Penalty: 3210.238525
	Iteration 37Q: 3 clusters Score -1671562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1671568.125000 Penalty: 3210.238525
	Iteration 38Q: 3 clusters Score -1671568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1671577.250000 Penalty: 3210.238525
	Iteration 39Q: 3 clusters Score -1671577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1671581.250000 Penalty: 3210.238525
	Iteration 40F: 3 clusters Score -1671581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1671586.250000 Penalty: 3210.238525
	Iteration 41Q: 3 clusters Score -1671586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1671594.375000 Penalty: 3210.238525
	Iteration 42Q: 3 clusters Score -1671594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1671604.875000 Penalty: 3210.238525
	Iteration 43Q: 3 clusters Score -1671605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1671603.625000 Penalty: 3210.238525
	Iteration 44Q: 3 clusters Score -1671604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1671609.625000 Penalty: 3210.238525
	Iteration 45Q: 3 clusters Score -1671610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1671608.250000 Penalty: 3210.238525
	Iteration 46Q: 3 clusters Score -1671608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1671608.000000 Penalty: 3210.238525
	Iteration 47Q: 3 clusters Score -1671608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1671611.875000 Penalty: 3210.238525
	Iteration 48Q: 3 clusters Score -1671612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1671611.625000 Penalty: 3210.238525
	Iteration 49Q: 3 clusters Score -1671612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1671614.000000 Penalty: 3210.238525
	Iteration 50Q: 3 clusters Score -1671614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1671614.625000 Penalty: 3210.238525
	Iteration 51Q: 3 clusters Score -1671615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1671614.250000 Penalty: 3210.238525
	Iteration 52Q: 3 clusters Score -1671614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1671614.750000 Penalty: 3210.238525
	Iteration 53Q: 3 clusters Score -1671615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1671614.750000 Penalty: 3210.238525
	Iteration 54F: 3 clusters Score -1671615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -568324.000000 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -568324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -563139.125000 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -563139.1 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -564776.812500 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -564776.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -565016.687500 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -565016.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -565212.937500 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -565212.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -565358.812500 Penalty: 2870.970215
	Iteration 4Q: 3 clusters Score -565358.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -565497.625000 Penalty: 2870.970215
	Iteration 5Q: 3 clusters Score -565497.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -565620.625000 Penalty: 2870.970215
	Iteration 6Q: 3 clusters Score -565620.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -565742.812500 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -565742.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -565848.375000 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -565848.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -565938.875000 Penalty: 2870.970215
	Iteration 9Q: 3 clusters Score -565938.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -566014.437500 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -566014.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -566078.687500 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -566078.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -566127.000000 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -566127 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -566169.625000 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -566169.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -566210.375000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -566210.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -566244.062500 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -566244.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -566277.312500 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -566277.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -566315.937500 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -566315.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -566350.500000 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -566350.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -566381.812500 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -566381.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -566414.125000 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -566414.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -566441.875000 Penalty: 2870.970215
	Iteration 21Q: 3 clusters Score -566441.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -566467.187500 Penalty: 2870.970215
	Iteration 22Q: 3 clusters Score -566467.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -566486.625000 Penalty: 2870.970215
	Iteration 23Q: 3 clusters Score -566486.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -566505.625000 Penalty: 2870.970215
	Iteration 24Q: 3 clusters Score -566505.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -566521.562500 Penalty: 2870.970215
	Iteration 25Q: 3 clusters Score -566521.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -566534.250000 Penalty: 2870.970215
	Iteration 26Q: 3 clusters Score -566534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -566541.812500 Penalty: 2870.970215
	Iteration 27Q: 3 clusters Score -566541.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -566550.875000 Penalty: 2870.970215
	Iteration 28Q: 3 clusters Score -566550.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -566559.250000 Penalty: 2870.970215
	Iteration 29Q: 3 clusters Score -566559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -566567.312500 Penalty: 2870.970215
	Iteration 30Q: 3 clusters Score -566567.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -566573.625000 Penalty: 2870.970215
	Iteration 31Q: 3 clusters Score -566573.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -566577.625000 Penalty: 2870.970215
	Iteration 32Q: 3 clusters Score -566577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -566581.312500 Penalty: 2870.970215
	Iteration 33Q: 3 clusters Score -566581.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -566583.750000 Penalty: 2870.970215
	Iteration 34Q: 3 clusters Score -566583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -566585.000000 Penalty: 2870.970215
	Iteration 35Q: 3 clusters Score -566585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -566588.375000 Penalty: 2870.970215
	Iteration 36Q: 3 clusters Score -566588.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -566591.625000 Penalty: 2870.970215
	Iteration 37Q: 3 clusters Score -566591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -566595.437500 Penalty: 2870.970215
	Iteration 38Q: 3 clusters Score -566595.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -566600.500000 Penalty: 2870.970215
	Iteration 39Q: 3 clusters Score -566600.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -566603.687500 Penalty: 2870.970215
	Iteration 40F: 3 clusters Score -566603.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -566606.312500 Penalty: 2870.970215
	Iteration 41Q: 3 clusters Score -566606.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -566608.562500 Penalty: 2870.970215
	Iteration 42Q: 3 clusters Score -566608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -566611.437500 Penalty: 2870.970215
	Iteration 43Q: 3 clusters Score -566611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -566613.812500 Penalty: 2870.970215
	Iteration 44Q: 3 clusters Score -566613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -566614.687500 Penalty: 2870.970215
	Iteration 45Q: 3 clusters Score -566614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -566619.250000 Penalty: 2870.970215
	Iteration 46Q: 3 clusters Score -566619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -566621.937500 Penalty: 2870.970215
	Iteration 47Q: 3 clusters Score -566621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -566626.437500 Penalty: 2870.970215
	Iteration 48Q: 3 clusters Score -566626.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -566633.562500 Penalty: 2870.970215
	Iteration 49Q: 3 clusters Score -566633.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -566641.750000 Penalty: 2870.970215
	Iteration 50Q: 3 clusters Score -566641.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -566649.687500 Penalty: 2870.970215
	Iteration 51Q: 3 clusters Score -566649.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -566655.125000 Penalty: 2870.970215
	Iteration 52Q: 3 clusters Score -566655.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -566659.875000 Penalty: 2870.970215
	Iteration 53Q: 3 clusters Score -566659.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -566665.500000 Penalty: 2870.970215
	Iteration 54Q: 3 clusters Score -566665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -566673.062500 Penalty: 2870.970215
	Iteration 55Q: 3 clusters Score -566673.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -566679.750000 Penalty: 2870.970215
	Iteration 56Q: 3 clusters Score -566679.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -566683.500000 Penalty: 2870.970215
	Iteration 57Q: 3 clusters Score -566683.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -566689.812500 Penalty: 2870.970215
	Iteration 58Q: 3 clusters Score -566689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -566697.687500 Penalty: 2870.970215
	Iteration 59Q: 3 clusters Score -566697.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -566706.625000 Penalty: 2870.970215
	Iteration 60F: 3 clusters Score -566706.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -566710.750000 Penalty: 2870.970215
	Iteration 61Q: 3 clusters Score -566710.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -566717.312500 Penalty: 2870.970215
	Iteration 62Q: 3 clusters Score -566717.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -566723.062500 Penalty: 2870.970215
	Iteration 63Q: 3 clusters Score -566723.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -566729.187500 Penalty: 2870.970215
	Iteration 64Q: 3 clusters Score -566729.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -566734.562500 Penalty: 2870.970215
	Iteration 65Q: 3 clusters Score -566734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -566738.687500 Penalty: 2870.970215
	Iteration 66Q: 3 clusters Score -566738.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -566746.312500 Penalty: 2870.970215
	Iteration 67Q: 3 clusters Score -566746.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -566750.437500 Penalty: 2870.970215
	Iteration 68Q: 3 clusters Score -566750.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -566756.437500 Penalty: 2870.970215
	Iteration 69Q: 3 clusters Score -566756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -566759.000000 Penalty: 2870.970215
	Iteration 70Q: 3 clusters Score -566759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -566759.375000 Penalty: 2870.970215
	Iteration 71Q: 3 clusters Score -566759.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -566763.750000 Penalty: 2870.970215
	Iteration 72Q: 3 clusters Score -566763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -566764.562500 Penalty: 2870.970215
	Iteration 73Q: 3 clusters Score -566764.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -566768.875000 Penalty: 2870.970215
	Iteration 74Q: 3 clusters Score -566768.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -566771.500000 Penalty: 2870.970215
	Iteration 75Q: 3 clusters Score -566771.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -566773.937500 Penalty: 2870.970215
	Iteration 76Q: 3 clusters Score -566773.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -566777.125000 Penalty: 2870.970215
	Iteration 77Q: 3 clusters Score -566777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -566777.812500 Penalty: 2870.970215
	Iteration 78Q: 3 clusters Score -566777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -566780.625000 Penalty: 2870.970215
	Iteration 79Q: 3 clusters Score -566780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -566784.062500 Penalty: 2870.970215
	Iteration 80F: 3 clusters Score -566784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -566787.250000 Penalty: 2870.970215
	Iteration 81Q: 3 clusters Score -566787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -566787.875000 Penalty: 2870.970215
	Iteration 82Q: 3 clusters Score -566787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -566789.937500 Penalty: 2870.970215
	Iteration 83Q: 3 clusters Score -566789.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -566790.875000 Penalty: 2870.970215
	Iteration 84Q: 3 clusters Score -566790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -566792.750000 Penalty: 2870.970215
	Iteration 85Q: 3 clusters Score -566792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -566795.562500 Penalty: 2870.970215
	Iteration 86Q: 3 clusters Score -566795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -566795.562500 Penalty: 2870.970215
	Iteration 87Q: 3 clusters Score -566795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -566797.812500 Penalty: 2870.970215
	Iteration 88Q: 3 clusters Score -566797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -566799.187500 Penalty: 2870.970215
	Iteration 89Q: 3 clusters Score -566799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -566801.750000 Penalty: 2870.970215
	Iteration 90Q: 3 clusters Score -566801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -566804.000000 Penalty: 2870.970215
	Iteration 91Q: 3 clusters Score -566804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -566808.187500 Penalty: 2870.970215
	Iteration 92Q: 3 clusters Score -566808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -566810.250000 Penalty: 2870.970215
	Iteration 93Q: 3 clusters Score -566810.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -566814.125000 Penalty: 2870.970215
	Iteration 94Q: 3 clusters Score -566814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -566816.750000 Penalty: 2870.970215
	Iteration 95Q: 3 clusters Score -566816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -566819.000000 Penalty: 2870.970215
	Iteration 96Q: 3 clusters Score -566819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -566820.812500 Penalty: 2870.970215
	Iteration 97Q: 3 clusters Score -566820.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -566825.250000 Penalty: 2870.970215
	Iteration 98Q: 3 clusters Score -566825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -566831.875000 Penalty: 2870.970215
	Iteration 99Q: 3 clusters Score -566831.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -566840.250000 Penalty: 2870.970215
	Iteration 100F: 3 clusters Score -566840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -566842.937500 Penalty: 2870.970215
	Iteration 101Q: 3 clusters Score -566842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -566849.687500 Penalty: 2870.970215
	Iteration 102Q: 3 clusters Score -566849.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -566856.437500 Penalty: 2870.970215
	Iteration 103Q: 3 clusters Score -566856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -566861.000000 Penalty: 2870.970215
	Iteration 104Q: 3 clusters Score -566861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -566865.562500 Penalty: 2870.970215
	Iteration 105Q: 3 clusters Score -566865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -566870.812500 Penalty: 2870.970215
	Iteration 106Q: 3 clusters Score -566870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -566874.250000 Penalty: 2870.970215
	Iteration 107Q: 3 clusters Score -566874.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -566878.250000 Penalty: 2870.970215
	Iteration 108Q: 3 clusters Score -566878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -566883.937500 Penalty: 2870.970215
	Iteration 109Q: 3 clusters Score -566883.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -566890.062500 Penalty: 2870.970215
	Iteration 110Q: 3 clusters Score -566890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -566897.000000 Penalty: 2870.970215
	Iteration 111Q: 3 clusters Score -566897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -566903.750000 Penalty: 2870.970215
	Iteration 112Q: 3 clusters Score -566903.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -566911.625000 Penalty: 2870.970215
	Iteration 113Q: 3 clusters Score -566911.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -566917.625000 Penalty: 2870.970215
	Iteration 114Q: 3 clusters Score -566917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -566922.562500 Penalty: 2870.970215
	Iteration 115Q: 3 clusters Score -566922.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -566926.937500 Penalty: 2870.970215
	Iteration 116Q: 3 clusters Score -566926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -566931.687500 Penalty: 2870.970215
	Iteration 117Q: 3 clusters Score -566931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -566934.375000 Penalty: 2870.970215
	Iteration 118Q: 3 clusters Score -566934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -566938.312500 Penalty: 2870.970215
	Iteration 119Q: 3 clusters Score -566938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -566940.812500 Penalty: 2870.970215
	Iteration 120F: 3 clusters Score -566940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -566942.062500 Penalty: 2870.970215
	Iteration 121Q: 3 clusters Score -566942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -566944.562500 Penalty: 2870.970215
	Iteration 122Q: 3 clusters Score -566944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -566947.812500 Penalty: 2870.970215
	Iteration 123Q: 3 clusters Score -566947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -566947.187500 Penalty: 2870.970215
	Iteration 124Q: 3 clusters Score -566947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -566949.437500 Penalty: 2870.970215
	Iteration 125Q: 3 clusters Score -566949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -566950.562500 Penalty: 2870.970215
	Iteration 126Q: 3 clusters Score -566950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -566951.187500 Penalty: 2870.970215
	Iteration 127Q: 3 clusters Score -566951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -566951.625000 Penalty: 2870.970215
	Iteration 128Q: 3 clusters Score -566951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -566952.750000 Penalty: 2870.970215
	Iteration 129Q: 3 clusters Score -566952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -566952.500000 Penalty: 2870.970215
	Iteration 130Q: 3 clusters Score -566952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -566952.500000 Penalty: 2870.970215
	Iteration 131F: 3 clusters Score -566952.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -410136.593750 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -410136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -406230.031250 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -406230 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407509.375000 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -407509.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -407874.718750 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -407874.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -408211.406250 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -408211.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -408497.156250 Penalty: 2763.769287
	Iteration 4F: 3 clusters Score -408497.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -408719.125000 Penalty: 2763.769287
	Iteration 5F: 3 clusters Score -408719.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -408879.718750 Penalty: 2763.769287
	Iteration 6Q: 3 clusters Score -408879.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -408976.156250 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -408976.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -409037.875000 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -409037.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -409088.406250 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -409088.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -409122.625000 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -409122.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -409146.062500 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -409146.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -409161.875000 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -409161.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -409174.687500 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -409174.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -409181.843750 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -409181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -409187.468750 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -409187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -409195.250000 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -409195.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -409206.156250 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -409206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -409215.750000 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -409215.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -409224.968750 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -409225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -409240.000000 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -409240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -409250.406250 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -409250.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -409259.687500 Penalty: 2763.769287
	Iteration 22Q: 3 clusters Score -409259.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -409269.687500 Penalty: 2763.769287
	Iteration 23Q: 3 clusters Score -409269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -409277.406250 Penalty: 2763.769287
	Iteration 24Q: 3 clusters Score -409277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -409287.250000 Penalty: 2763.769287
	Iteration 25Q: 3 clusters Score -409287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -409300.343750 Penalty: 2763.769287
	Iteration 26Q: 3 clusters Score -409300.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -409316.531250 Penalty: 2763.769287
	Iteration 27Q: 3 clusters Score -409316.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -409337.812500 Penalty: 2763.769287
	Iteration 28Q: 3 clusters Score -409337.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -409358.093750 Penalty: 2763.769287
	Iteration 29Q: 3 clusters Score -409358.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -409375.531250 Penalty: 2763.769287
	Iteration 30Q: 3 clusters Score -409375.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -409388.500000 Penalty: 2763.769287
	Iteration 31Q: 3 clusters Score -409388.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -409406.718750 Penalty: 2763.769287
	Iteration 32Q: 3 clusters Score -409406.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -409425.656250 Penalty: 2763.769287
	Iteration 33Q: 3 clusters Score -409425.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -409438.000000 Penalty: 2763.769287
	Iteration 34Q: 3 clusters Score -409438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -409451.000000 Penalty: 2763.769287
	Iteration 35Q: 3 clusters Score -409451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -409469.343750 Penalty: 2763.769287
	Iteration 36Q: 3 clusters Score -409469.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -409486.281250 Penalty: 2763.769287
	Iteration 37Q: 3 clusters Score -409486.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -409495.062500 Penalty: 2763.769287
	Iteration 38Q: 3 clusters Score -409495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -409500.687500 Penalty: 2763.769287
	Iteration 39Q: 3 clusters Score -409500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -409503.875000 Penalty: 2763.769287
	Iteration 40F: 3 clusters Score -409503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -409509.218750 Penalty: 2763.769287
	Iteration 41Q: 3 clusters Score -409509.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -409517.343750 Penalty: 2763.769287
	Iteration 42Q: 3 clusters Score -409517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -409520.937500 Penalty: 2763.769287
	Iteration 43Q: 3 clusters Score -409520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -409526.375000 Penalty: 2763.769287
	Iteration 44Q: 3 clusters Score -409526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -409527.812500 Penalty: 2763.769287
	Iteration 45Q: 3 clusters Score -409527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -409528.875000 Penalty: 2763.769287
	Iteration 46Q: 3 clusters Score -409528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -409529.250000 Penalty: 2763.769287
	Iteration 47Q: 3 clusters Score -409529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -409529.625000 Penalty: 2763.769287
	Iteration 48Q: 3 clusters Score -409529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -409529.500000 Penalty: 2763.769287
	Iteration 49Q: 3 clusters Score -409529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -409529.500000 Penalty: 2763.769287
	Iteration 50F: 3 clusters Score -409529.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204508 members 
Entering Unmasked Estep 
Score: -17635924.000000 Penalty: 1987.108887
	Iteration 0F: 2 clusters Score -1.763592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -17498856.000000 Penalty: 3974.217773
	Iteration 0F: 3 clusters Score -1.749886e+07 nChanged 98859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -17557998.000000 Penalty: 3974.217773
	Iteration 1F: 3 clusters Score -1.7558e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -17560092.000000 Penalty: 3974.217773
	Iteration 2Q: 3 clusters Score -1.756009e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -17564124.000000 Penalty: 3974.217773
	Iteration 3Q: 3 clusters Score -1.756412e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138388 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -17572118.000000 Penalty: 3974.217773
	Iteration 4F: 3 clusters Score -1.757212e+07 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155983 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -17586544.000000 Penalty: 3974.217773
	Iteration 5F: 3 clusters Score -1.758654e+07 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175904 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -17605898.000000 Penalty: 3974.217773
	Iteration 6F: 3 clusters Score -1.76059e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -17622542.000000 Penalty: 3974.217773
	Iteration 7F: 3 clusters Score -1.762254e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200126 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -17630546.000000 Penalty: 3974.217773
	Iteration 8Q: 3 clusters Score -1.763055e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202956 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17633078.000000 Penalty: 3974.217773
	Iteration 9Q: 3 clusters Score -1.763308e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203791 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17633786.000000 Penalty: 3974.217773
	Iteration 10Q: 3 clusters Score -1.763379e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204018 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17634058.000000 Penalty: 3974.217773
	Iteration 11Q: 3 clusters Score -1.763406e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -17634216.000000 Penalty: 3974.217773
	Iteration 12Q: 3 clusters Score -1.763422e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17634290.000000 Penalty: 3974.217773
	Iteration 13Q: 3 clusters Score -1.763429e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204122 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17634344.000000 Penalty: 3974.217773
	Iteration 14Q: 3 clusters Score -1.763434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204111 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17634384.000000 Penalty: 3974.217773
	Iteration 15Q: 3 clusters Score -1.763438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17634406.000000 Penalty: 3974.217773
	Iteration 16Q: 3 clusters Score -1.763441e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204109 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17634430.000000 Penalty: 3974.217773
	Iteration 17Q: 3 clusters Score -1.763443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204109 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -17634450.000000 Penalty: 3974.217773
	Iteration 18Q: 3 clusters Score -1.763445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204108 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -17634434.000000 Penalty: 3974.217773
	Iteration 19Q: 3 clusters Score -1.763443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17634448.000000 Penalty: 3974.217773
	Iteration 20F: 3 clusters Score -1.763445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17634448.000000 Penalty: 3974.217773
	Iteration 21Q: 3 clusters Score -1.763445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17634456.000000 Penalty: 3974.217773
	Iteration 22Q: 3 clusters Score -1.763446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17634454.000000 Penalty: 3974.217773
	Iteration 23Q: 3 clusters Score -1.763445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17634470.000000 Penalty: 3974.217773
	Iteration 24Q: 3 clusters Score -1.763447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17634466.000000 Penalty: 3974.217773
	Iteration 25Q: 3 clusters Score -1.763447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204099 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -17634466.000000 Penalty: 3974.217773
	Iteration 26Q: 3 clusters Score -1.763447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -17634470.000000 Penalty: 3974.217773
	Iteration 27Q: 3 clusters Score -1.763447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -17634474.000000 Penalty: 3974.217773
	Iteration 28Q: 3 clusters Score -1.763447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -17634484.000000 Penalty: 3974.217773
	Iteration 29Q: 3 clusters Score -1.763448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17634474.000000 Penalty: 3974.217773
	Iteration 30Q: 3 clusters Score -1.763447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204098 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17634484.000000 Penalty: 3974.217773
	Iteration 31Q: 3 clusters Score -1.763448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17634476.000000 Penalty: 3974.217773
	Iteration 32Q: 3 clusters Score -1.763448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17634484.000000 Penalty: 3974.217773
	Iteration 33Q: 3 clusters Score -1.763448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204105 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17634488.000000 Penalty: 3974.217773
	Iteration 34Q: 3 clusters Score -1.763449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204105 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17634488.000000 Penalty: 3974.217773
	Iteration 35F: 3 clusters Score -1.763449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -268455.218750 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -268455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -265632.718750 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -265632.7 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -266408.281250 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -266408.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -266591.343750 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -266591.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -266696.125000 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -266696.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -266767.250000 Penalty: 2623.044434
	Iteration 4Q: 3 clusters Score -266767.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -266845.625000 Penalty: 2623.044434
	Iteration 5Q: 3 clusters Score -266845.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -266919.125000 Penalty: 2623.044434
	Iteration 6Q: 3 clusters Score -266919.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -266984.156250 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -266984.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -267037.500000 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -267037.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -267083.687500 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -267083.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -267120.968750 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -267121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -267161.156250 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -267161.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -267206.906250 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -267206.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -267252.875000 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -267252.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -267298.062500 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -267298.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -267340.906250 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -267340.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -267364.093750 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -267364.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -267383.812500 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -267383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -267400.437500 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -267400.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -267428.843750 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -267428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -267450.312500 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -267450.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -267465.250000 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -267465.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -267477.906250 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -267477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -267486.718750 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -267486.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -267495.375000 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -267495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -267498.843750 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -267498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -267501.812500 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -267501.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -267507.343750 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -267507.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -267512.281250 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -267512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -267515.562500 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -267515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -267523.906250 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -267523.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -267537.312500 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -267537.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -267548.343750 Penalty: 2623.044434
	Iteration 32Q: 3 clusters Score -267548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -267556.750000 Penalty: 2623.044434
	Iteration 33Q: 3 clusters Score -267556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -267563.187500 Penalty: 2623.044434
	Iteration 34Q: 3 clusters Score -267563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -267567.125000 Penalty: 2623.044434
	Iteration 35Q: 3 clusters Score -267567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -267575.093750 Penalty: 2623.044434
	Iteration 36Q: 3 clusters Score -267575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -267581.093750 Penalty: 2623.044434
	Iteration 37Q: 3 clusters Score -267581.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -267591.812500 Penalty: 2623.044434
	Iteration 38Q: 3 clusters Score -267591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -267596.031250 Penalty: 2623.044434
	Iteration 39Q: 3 clusters Score -267596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -267599.593750 Penalty: 2623.044434
	Iteration 40F: 3 clusters Score -267599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -267602.531250 Penalty: 2623.044434
	Iteration 41Q: 3 clusters Score -267602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -267604.437500 Penalty: 2623.044434
	Iteration 42Q: 3 clusters Score -267604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -267605.437500 Penalty: 2623.044434
	Iteration 43Q: 3 clusters Score -267605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -267606.843750 Penalty: 2623.044434
	Iteration 44Q: 3 clusters Score -267606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -267606.843750 Penalty: 2623.044434
	Iteration 45F: 3 clusters Score -267606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -330025.125000 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -330025.1 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 2121 members 
Entering Unmasked Estep 
Score: -326512.062500 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -326512.1 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -327648.343750 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -327648.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -328018.843750 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -328018.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -328389.531250 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -328389.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -328752.125000 Penalty: 2718.389404
	Iteration 4F: 3 clusters Score -328752.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -329048.750000 Penalty: 2718.389404
	Iteration 5F: 3 clusters Score -329048.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -329228.843750 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -329228.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -329324.937500 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -329324.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329383.843750 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -329383.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -329430.218750 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -329430.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -329462.187500 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -329462.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329487.750000 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -329487.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -329512.500000 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -329512.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329552.281250 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -329552.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329608.562500 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -329608.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -329684.437500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -329684.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -329804.031250 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -329804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -329916.531250 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -329916.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -330023.593750 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -330023.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -330094.906250 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -330094.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -330170.562500 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -330170.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -330232.062500 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -330232.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -330260.656250 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -330260.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -330284.375000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -330284.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -330298.218750 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -330298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -330308.375000 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -330308.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -330317.468750 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -330317.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -330326.343750 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -330326.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -330337.093750 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -330337.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -330354.687500 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -330354.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -330390.718750 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -330390.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -330442.468750 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -330442.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -330485.343750 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -330485.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -330532.125000 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -330532.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -330559.468750 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -330559.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -330584.437500 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -330584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -330596.125000 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -330596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -330605.875000 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -330605.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -330613.500000 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -330613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -330619.625000 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -330619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -330627.281250 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -330627.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -330630.468750 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -330630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -330631.687500 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -330631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -330632.343750 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -330632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -330632.968750 Penalty: 2718.389404
	Iteration 44Q: 3 clusters Score -330633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -330634.625000 Penalty: 2718.389404
	Iteration 45Q: 3 clusters Score -330634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -330635.875000 Penalty: 2718.389404
	Iteration 46Q: 3 clusters Score -330635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -330639.781250 Penalty: 2718.389404
	Iteration 47Q: 3 clusters Score -330639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -330643.281250 Penalty: 2718.389404
	Iteration 48Q: 3 clusters Score -330643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -330644.812500 Penalty: 2718.389404
	Iteration 49Q: 3 clusters Score -330644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -330645.406250 Penalty: 2718.389404
	Iteration 50Q: 3 clusters Score -330645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -330646.343750 Penalty: 2718.389404
	Iteration 51Q: 3 clusters Score -330646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -330646.343750 Penalty: 2718.389404
	Iteration 52F: 3 clusters Score -330646.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204508 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 1438 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13674 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 2853 members 
Entering Unmasked Estep 
Score: -54424420.000000 Penalty: 67481.570312
Splitting cluster 13 changes total score from -54424716.000000 to -54424420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (26885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Entering Unmasked Estep 
Score: -2294670.250000 Penalty: 1657.390137
	Iteration 0F: 2 clusters Score -2294670 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 13363 members 
Entering Unmasked Estep 
Score: -2276610.250000 Penalty: 3314.780273
	Iteration 0F: 3 clusters Score -2276610 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2283383.250000 Penalty: 3314.780273
	Iteration 1F: 3 clusters Score -2283383 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2283859.750000 Penalty: 3314.780273
	Iteration 2Q: 3 clusters Score -2283860 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2284459.500000 Penalty: 3314.780273
	Iteration 3F: 3 clusters Score -2284460 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2285362.250000 Penalty: 3314.780273
	Iteration 4F: 3 clusters Score -2285362 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2286591.250000 Penalty: 3314.780273
	Iteration 5F: 3 clusters Score -2286591 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2287986.750000 Penalty: 3314.780273
	Iteration 6F: 3 clusters Score -2287987 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2289366.750000 Penalty: 3314.780273
	Iteration 7F: 3 clusters Score -2289367 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2290615.750000 Penalty: 3314.780273
	Iteration 8F: 3 clusters Score -2290616 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2291578.000000 Penalty: 3314.780273
	Iteration 9Q: 3 clusters Score -2291578 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2292267.000000 Penalty: 3314.780273
	Iteration 10Q: 3 clusters Score -2292267 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2292693.000000 Penalty: 3314.780273
	Iteration 11Q: 3 clusters Score -2292693 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2292933.250000 Penalty: 3314.780273
	Iteration 12Q: 3 clusters Score -2292933 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2293079.750000 Penalty: 3314.780273
	Iteration 13Q: 3 clusters Score -2293080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2293167.000000 Penalty: 3314.780273
	Iteration 14Q: 3 clusters Score -2293167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2293207.750000 Penalty: 3314.780273
	Iteration 15Q: 3 clusters Score -2293208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2293243.500000 Penalty: 3314.780273
	Iteration 16Q: 3 clusters Score -2293244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2293259.000000 Penalty: 3314.780273
	Iteration 17Q: 3 clusters Score -2293259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2293279.750000 Penalty: 3314.780273
	Iteration 18Q: 3 clusters Score -2293280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2293295.500000 Penalty: 3314.780273
	Iteration 19Q: 3 clusters Score -2293296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2293300.000000 Penalty: 3314.780273
	Iteration 20F: 3 clusters Score -2293300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2293303.500000 Penalty: 3314.780273
	Iteration 21Q: 3 clusters Score -2293304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2293305.250000 Penalty: 3314.780273
	Iteration 22Q: 3 clusters Score -2293305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2293303.250000 Penalty: 3314.780273
	Iteration 23Q: 3 clusters Score -2293303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2293307.250000 Penalty: 3314.780273
	Iteration 24Q: 3 clusters Score -2293307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2293307.750000 Penalty: 3314.780273
	Iteration 25Q: 3 clusters Score -2293308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2293309.750000 Penalty: 3314.780273
	Iteration 26Q: 3 clusters Score -2293310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2293311.000000 Penalty: 3314.780273
	Iteration 27Q: 3 clusters Score -2293311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2293312.250000 Penalty: 3314.780273
	Iteration 28Q: 3 clusters Score -2293312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2293312.250000 Penalty: 3314.780273
	Iteration 29Q: 3 clusters Score -2293312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2293312.250000 Penalty: 3314.780273
	Iteration 30F: 3 clusters Score -2293312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -630361.000000 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -630361 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 3746 members 
Entering Unmasked Estep 
Score: -624726.812500 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -624726.8 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -626423.375000 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -626423.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -626690.562500 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -626690.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -626932.375000 Penalty: 2899.560303
	Iteration 3F: 3 clusters Score -626932.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -627142.312500 Penalty: 2899.560303
	Iteration 4F: 3 clusters Score -627142.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -627309.125000 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -627309.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -627468.062500 Penalty: 2899.560303
	Iteration 6Q: 3 clusters Score -627468.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -627583.750000 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -627583.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -627664.250000 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -627664.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -627738.312500 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -627738.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -627808.375000 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -627808.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -627874.562500 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -627874.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -627947.312500 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -627947.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -628025.250000 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -628025.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -628124.437500 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -628124.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -628231.750000 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -628231.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -628334.312500 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -628334.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -628436.750000 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -628436.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -628534.312500 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -628534.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -628631.812500 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -628631.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -628709.812500 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -628709.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -628780.125000 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -628780.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -628845.625000 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -628845.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -628916.812500 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -628916.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -628973.000000 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -628973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -629017.062500 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -629017.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -629048.750000 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -629048.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -629072.937500 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -629072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -629082.812500 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -629082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -629089.000000 Penalty: 2899.560303
	Iteration 29Q: 3 clusters Score -629089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -629092.125000 Penalty: 2899.560303
	Iteration 30Q: 3 clusters Score -629092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -629094.187500 Penalty: 2899.560303
	Iteration 31Q: 3 clusters Score -629094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -629098.875000 Penalty: 2899.560303
	Iteration 32Q: 3 clusters Score -629098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -629102.812500 Penalty: 2899.560303
	Iteration 33Q: 3 clusters Score -629102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -629105.250000 Penalty: 2899.560303
	Iteration 34Q: 3 clusters Score -629105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -629107.062500 Penalty: 2899.560303
	Iteration 35Q: 3 clusters Score -629107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -629108.375000 Penalty: 2899.560303
	Iteration 36Q: 3 clusters Score -629108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -629109.937500 Penalty: 2899.560303
	Iteration 37Q: 3 clusters Score -629109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -629110.812500 Penalty: 2899.560303
	Iteration 38Q: 3 clusters Score -629110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -629113.562500 Penalty: 2899.560303
	Iteration 39Q: 3 clusters Score -629113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -629114.937500 Penalty: 2899.560303
	Iteration 40F: 3 clusters Score -629114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Entering Unmasked Estep 
Score: -1458001.250000 Penalty: 1585.712402
	Iteration 0F: 2 clusters Score -1458001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1446138.000000 Penalty: 3171.424805
	Iteration 0F: 3 clusters Score -1446138 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1450536.875000 Penalty: 3171.424805
	Iteration 1F: 3 clusters Score -1450537 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1450988.125000 Penalty: 3171.424805
	Iteration 2F: 3 clusters Score -1450988 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1451431.000000 Penalty: 3171.424805
	Iteration 3F: 3 clusters Score -1451431 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1451927.250000 Penalty: 3171.424805
	Iteration 4F: 3 clusters Score -1451927 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1452459.250000 Penalty: 3171.424805
	Iteration 5F: 3 clusters Score -1452459 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1453006.750000 Penalty: 3171.424805
	Iteration 6F: 3 clusters Score -1453007 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1453600.000000 Penalty: 3171.424805
	Iteration 7F: 3 clusters Score -1453600 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1454150.375000 Penalty: 3171.424805
	Iteration 8Q: 3 clusters Score -1454150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1454652.250000 Penalty: 3171.424805
	Iteration 9Q: 3 clusters Score -1454652 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1455045.375000 Penalty: 3171.424805
	Iteration 10Q: 3 clusters Score -1455045 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1455363.375000 Penalty: 3171.424805
	Iteration 11Q: 3 clusters Score -1455363 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1455571.625000 Penalty: 3171.424805
	Iteration 12Q: 3 clusters Score -1455572 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1455748.375000 Penalty: 3171.424805
	Iteration 13Q: 3 clusters Score -1455748 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1455872.750000 Penalty: 3171.424805
	Iteration 14Q: 3 clusters Score -1455873 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1455951.625000 Penalty: 3171.424805
	Iteration 15Q: 3 clusters Score -1455952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1456025.500000 Penalty: 3171.424805
	Iteration 16Q: 3 clusters Score -1456026 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1456125.500000 Penalty: 3171.424805
	Iteration 17Q: 3 clusters Score -1456126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1456201.875000 Penalty: 3171.424805
	Iteration 18Q: 3 clusters Score -1456202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1456264.625000 Penalty: 3171.424805
	Iteration 19Q: 3 clusters Score -1456265 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1456323.000000 Penalty: 3171.424805
	Iteration 20F: 3 clusters Score -1456323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1456381.000000 Penalty: 3171.424805
	Iteration 21Q: 3 clusters Score -1456381 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1456440.250000 Penalty: 3171.424805
	Iteration 22Q: 3 clusters Score -1456440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1456502.625000 Penalty: 3171.424805
	Iteration 23Q: 3 clusters Score -1456503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1456593.875000 Penalty: 3171.424805
	Iteration 24Q: 3 clusters Score -1456594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1456676.125000 Penalty: 3171.424805
	Iteration 25Q: 3 clusters Score -1456676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1456744.000000 Penalty: 3171.424805
	Iteration 26Q: 3 clusters Score -1456744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1456829.625000 Penalty: 3171.424805
	Iteration 27Q: 3 clusters Score -1456830 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1456935.500000 Penalty: 3171.424805
	Iteration 28Q: 3 clusters Score -1456936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1457041.000000 Penalty: 3171.424805
	Iteration 29Q: 3 clusters Score -1457041 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1457151.125000 Penalty: 3171.424805
	Iteration 30Q: 3 clusters Score -1457151 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1457274.125000 Penalty: 3171.424805
	Iteration 31Q: 3 clusters Score -1457274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1457374.625000 Penalty: 3171.424805
	Iteration 32Q: 3 clusters Score -1457375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1457449.875000 Penalty: 3171.424805
	Iteration 33Q: 3 clusters Score -1457450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1457517.625000 Penalty: 3171.424805
	Iteration 34Q: 3 clusters Score -1457518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1457555.500000 Penalty: 3171.424805
	Iteration 35Q: 3 clusters Score -1457556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1457590.000000 Penalty: 3171.424805
	Iteration 36Q: 3 clusters Score -1457590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1457620.875000 Penalty: 3171.424805
	Iteration 37Q: 3 clusters Score -1457621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1457636.625000 Penalty: 3171.424805
	Iteration 38Q: 3 clusters Score -1457637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1457649.500000 Penalty: 3171.424805
	Iteration 39Q: 3 clusters Score -1457650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1457708.750000 Penalty: 3171.424805
	Iteration 40F: 3 clusters Score -1457709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1457764.875000 Penalty: 3171.424805
	Iteration 41Q: 3 clusters Score -1457765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1457796.625000 Penalty: 3171.424805
	Iteration 42Q: 3 clusters Score -1457797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1457832.125000 Penalty: 3171.424805
	Iteration 43Q: 3 clusters Score -1457832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1457858.875000 Penalty: 3171.424805
	Iteration 44Q: 3 clusters Score -1457859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1457879.750000 Penalty: 3171.424805
	Iteration 45Q: 3 clusters Score -1457880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1457886.875000 Penalty: 3171.424805
	Iteration 46Q: 3 clusters Score -1457887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1457897.375000 Penalty: 3171.424805
	Iteration 47Q: 3 clusters Score -1457897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1457902.875000 Penalty: 3171.424805
	Iteration 48Q: 3 clusters Score -1457903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1457904.250000 Penalty: 3171.424805
	Iteration 49Q: 3 clusters Score -1457904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1457910.750000 Penalty: 3171.424805
	Iteration 50Q: 3 clusters Score -1457911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1457914.250000 Penalty: 3171.424805
	Iteration 51Q: 3 clusters Score -1457914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1457913.000000 Penalty: 3171.424805
	Iteration 52Q: 3 clusters Score -1457913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1457914.875000 Penalty: 3171.424805
	Iteration 53Q: 3 clusters Score -1457915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1457914.625000 Penalty: 3171.424805
	Iteration 54Q: 3 clusters Score -1457915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1457914.500000 Penalty: 3171.424805
	Iteration 55Q: 3 clusters Score -1457914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1457915.250000 Penalty: 3171.424805
	Iteration 56Q: 3 clusters Score -1457915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1457916.875000 Penalty: 3171.424805
	Iteration 57Q: 3 clusters Score -1457917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1457917.750000 Penalty: 3171.424805
	Iteration 58Q: 3 clusters Score -1457918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1457917.750000 Penalty: 3171.424805
	Iteration 59F: 3 clusters Score -1457918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1132659.250000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1132659 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 6783 members 
Entering Unmasked Estep 
Score: -1123363.875000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1123364 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1126556.125000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1126556 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1126885.375000 Penalty: 3087.895508
	Iteration 2F: 3 clusters Score -1126885 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1127241.250000 Penalty: 3087.895508
	Iteration 3F: 3 clusters Score -1127241 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1127592.500000 Penalty: 3087.895508
	Iteration 4F: 3 clusters Score -1127592 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1128031.125000 Penalty: 3087.895508
	Iteration 5F: 3 clusters Score -1128031 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1128554.250000 Penalty: 3087.895508
	Iteration 6F: 3 clusters Score -1128554 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1129143.750000 Penalty: 3087.895508
	Iteration 7F: 3 clusters Score -1129144 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1129770.375000 Penalty: 3087.895508
	Iteration 8F: 3 clusters Score -1129770 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1130252.000000 Penalty: 3087.895508
	Iteration 9Q: 3 clusters Score -1130252 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1130625.500000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1130626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1130890.000000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1130890 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1131054.500000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1131054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1131172.125000 Penalty: 3087.895508
	Iteration 13Q: 3 clusters Score -1131172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1131271.125000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1131271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1131349.125000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1131349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1131382.875000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1131383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1131406.125000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1131406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1131420.625000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1131421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1131426.875000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1131427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1131427.250000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1131427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1131437.125000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1131437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1131442.750000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1131443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1131445.750000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1131446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1131447.500000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1131448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1131447.250000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1131447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1131449.375000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1131449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1131451.250000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1131451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1131453.125000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1131453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1131453.125000 Penalty: 3087.895508
	Iteration 29F: 3 clusters Score -1131453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -154552.093750 Penalty: 1256.723633
	Iteration 0F: 2 clusters Score -154552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -152314.765625 Penalty: 2513.447266
	Iteration 0F: 3 clusters Score -152314.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -153176.546875 Penalty: 2513.447266
	Iteration 1F: 3 clusters Score -153176.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -153612.921875 Penalty: 2513.447266
	Iteration 2F: 3 clusters Score -153612.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153810.203125 Penalty: 2513.447266
	Iteration 3F: 3 clusters Score -153810.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -153942.265625 Penalty: 2513.447266
	Iteration 4F: 3 clusters Score -153942.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154024.484375 Penalty: 2513.447266
	Iteration 5Q: 3 clusters Score -154024.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -154078.078125 Penalty: 2513.447266
	Iteration 6Q: 3 clusters Score -154078.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -154123.109375 Penalty: 2513.447266
	Iteration 7Q: 3 clusters Score -154123.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -154156.078125 Penalty: 2513.447266
	Iteration 8Q: 3 clusters Score -154156.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -154190.906250 Penalty: 2513.447266
	Iteration 9Q: 3 clusters Score -154190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -154217.921875 Penalty: 2513.447266
	Iteration 10Q: 3 clusters Score -154217.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -154245.437500 Penalty: 2513.447266
	Iteration 11Q: 3 clusters Score -154245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -154262.531250 Penalty: 2513.447266
	Iteration 12Q: 3 clusters Score -154262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -154281.250000 Penalty: 2513.447266
	Iteration 13Q: 3 clusters Score -154281.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -154297.578125 Penalty: 2513.447266
	Iteration 14Q: 3 clusters Score -154297.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -154320.312500 Penalty: 2513.447266
	Iteration 15Q: 3 clusters Score -154320.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -154349.703125 Penalty: 2513.447266
	Iteration 16Q: 3 clusters Score -154349.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -154375.734375 Penalty: 2513.447266
	Iteration 17Q: 3 clusters Score -154375.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -154394.468750 Penalty: 2513.447266
	Iteration 18Q: 3 clusters Score -154394.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -154401.484375 Penalty: 2513.447266
	Iteration 19Q: 3 clusters Score -154401.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -154409.765625 Penalty: 2513.447266
	Iteration 20F: 3 clusters Score -154409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -154414.796875 Penalty: 2513.447266
	Iteration 21Q: 3 clusters Score -154414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -154417.000000 Penalty: 2513.447266
	Iteration 22Q: 3 clusters Score -154417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -154418.484375 Penalty: 2513.447266
	Iteration 23Q: 3 clusters Score -154418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -154419.953125 Penalty: 2513.447266
	Iteration 24Q: 3 clusters Score -154420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -154421.562500 Penalty: 2513.447266
	Iteration 25Q: 3 clusters Score -154421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -154422.671875 Penalty: 2513.447266
	Iteration 26Q: 3 clusters Score -154422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -154423.296875 Penalty: 2513.447266
	Iteration 27Q: 3 clusters Score -154423.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -154423.296875 Penalty: 2513.447266
	Iteration 28F: 3 clusters Score -154423.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -316412.062500 Penalty: 1350.961182
	Iteration 0F: 2 clusters Score -316412.1 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 2054 members 
Entering Unmasked Estep 
Score: -313044.062500 Penalty: 2701.922363
	Iteration 0F: 3 clusters Score -313044.1 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -314023.812500 Penalty: 2701.922363
	Iteration 1F: 3 clusters Score -314023.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314377.093750 Penalty: 2701.922363
	Iteration 2F: 3 clusters Score -314377.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314776.687500 Penalty: 2701.922363
	Iteration 3F: 3 clusters Score -314776.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315251.437500 Penalty: 2701.922363
	Iteration 4F: 3 clusters Score -315251.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -315694.500000 Penalty: 2701.922363
	Iteration 5F: 3 clusters Score -315694.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -315965.468750 Penalty: 2701.922363
	Iteration 6F: 3 clusters Score -315965.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -316120.062500 Penalty: 2701.922363
	Iteration 7Q: 3 clusters Score -316120.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -316221.593750 Penalty: 2701.922363
	Iteration 8Q: 3 clusters Score -316221.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -316293.656250 Penalty: 2701.922363
	Iteration 9Q: 3 clusters Score -316293.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -316344.250000 Penalty: 2701.922363
	Iteration 10Q: 3 clusters Score -316344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -316386.250000 Penalty: 2701.922363
	Iteration 11Q: 3 clusters Score -316386.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -316431.281250 Penalty: 2701.922363
	Iteration 12Q: 3 clusters Score -316431.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -316457.656250 Penalty: 2701.922363
	Iteration 13Q: 3 clusters Score -316457.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -316480.718750 Penalty: 2701.922363
	Iteration 14Q: 3 clusters Score -316480.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -316505.312500 Penalty: 2701.922363
	Iteration 15Q: 3 clusters Score -316505.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -316519.812500 Penalty: 2701.922363
	Iteration 16Q: 3 clusters Score -316519.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -316529.812500 Penalty: 2701.922363
	Iteration 17Q: 3 clusters Score -316529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -316540.250000 Penalty: 2701.922363
	Iteration 18Q: 3 clusters Score -316540.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -316553.968750 Penalty: 2701.922363
	Iteration 19Q: 3 clusters Score -316554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -316582.156250 Penalty: 2701.922363
	Iteration 20F: 3 clusters Score -316582.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -316616.812500 Penalty: 2701.922363
	Iteration 21Q: 3 clusters Score -316616.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -316643.906250 Penalty: 2701.922363
	Iteration 22Q: 3 clusters Score -316643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -316657.375000 Penalty: 2701.922363
	Iteration 23Q: 3 clusters Score -316657.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -316666.562500 Penalty: 2701.922363
	Iteration 24Q: 3 clusters Score -316666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -316671.093750 Penalty: 2701.922363
	Iteration 25Q: 3 clusters Score -316671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -316673.843750 Penalty: 2701.922363
	Iteration 26Q: 3 clusters Score -316673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -316674.843750 Penalty: 2701.922363
	Iteration 27Q: 3 clusters Score -316674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -316675.093750 Penalty: 2701.922363
	Iteration 28Q: 3 clusters Score -316675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -316675.093750 Penalty: 2701.922363
	Iteration 29F: 3 clusters Score -316675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204508 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 981 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13674 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 3098 members 
Entering Unmasked Estep 
Score: -54424200.000000 Penalty: 67481.570312
Splitting cluster 19 changes total score from -54424716.000000 to -54424200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Entering Unmasked Estep 
Score: -1035670.750000 Penalty: 1526.821289
	Iteration 0F: 2 clusters Score -1035671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1027164.000000 Penalty: 3053.642578
	Iteration 0F: 3 clusters Score -1027164 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1030049.000000 Penalty: 3053.642578
	Iteration 1F: 3 clusters Score -1030049 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1030331.875000 Penalty: 3053.642578
	Iteration 2F: 3 clusters Score -1030332 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1030550.375000 Penalty: 3053.642578
	Iteration 3Q: 3 clusters Score -1030550 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1030729.437500 Penalty: 3053.642578
	Iteration 4Q: 3 clusters Score -1030729 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1030905.312500 Penalty: 3053.642578
	Iteration 5Q: 3 clusters Score -1030905 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1031065.937500 Penalty: 3053.642578
	Iteration 6Q: 3 clusters Score -1031066 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1031238.125000 Penalty: 3053.642578
	Iteration 7Q: 3 clusters Score -1031238 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1031445.687500 Penalty: 3053.642578
	Iteration 8Q: 3 clusters Score -1031446 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1031673.562500 Penalty: 3053.642578
	Iteration 9Q: 3 clusters Score -1031674 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1031934.500000 Penalty: 3053.642578
	Iteration 10Q: 3 clusters Score -1031934 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1032175.500000 Penalty: 3053.642578
	Iteration 11Q: 3 clusters Score -1032176 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1032403.250000 Penalty: 3053.642578
	Iteration 12Q: 3 clusters Score -1032403 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1032631.375000 Penalty: 3053.642578
	Iteration 13Q: 3 clusters Score -1032631 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1032775.750000 Penalty: 3053.642578
	Iteration 14Q: 3 clusters Score -1032776 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1032886.812500 Penalty: 3053.642578
	Iteration 15Q: 3 clusters Score -1032887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1032969.875000 Penalty: 3053.642578
	Iteration 16Q: 3 clusters Score -1032970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1033052.000000 Penalty: 3053.642578
	Iteration 17Q: 3 clusters Score -1033052 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1033100.687500 Penalty: 3053.642578
	Iteration 18Q: 3 clusters Score -1033101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1033148.750000 Penalty: 3053.642578
	Iteration 19Q: 3 clusters Score -1033149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1033195.125000 Penalty: 3053.642578
	Iteration 20F: 3 clusters Score -1033195 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1033231.562500 Penalty: 3053.642578
	Iteration 21Q: 3 clusters Score -1033232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1033263.312500 Penalty: 3053.642578
	Iteration 22Q: 3 clusters Score -1033263 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1033291.687500 Penalty: 3053.642578
	Iteration 23Q: 3 clusters Score -1033292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1033320.562500 Penalty: 3053.642578
	Iteration 24Q: 3 clusters Score -1033321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1033344.562500 Penalty: 3053.642578
	Iteration 25Q: 3 clusters Score -1033345 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1033357.625000 Penalty: 3053.642578
	Iteration 26Q: 3 clusters Score -1033358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1033368.125000 Penalty: 3053.642578
	Iteration 27Q: 3 clusters Score -1033368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1033376.937500 Penalty: 3053.642578
	Iteration 28Q: 3 clusters Score -1033377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1033387.812500 Penalty: 3053.642578
	Iteration 29Q: 3 clusters Score -1033388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1033395.250000 Penalty: 3053.642578
	Iteration 30Q: 3 clusters Score -1033395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1033403.437500 Penalty: 3053.642578
	Iteration 31Q: 3 clusters Score -1033403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1033410.812500 Penalty: 3053.642578
	Iteration 32Q: 3 clusters Score -1033411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1033414.875000 Penalty: 3053.642578
	Iteration 33Q: 3 clusters Score -1033415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1033419.625000 Penalty: 3053.642578
	Iteration 34Q: 3 clusters Score -1033420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1033423.187500 Penalty: 3053.642578
	Iteration 35Q: 3 clusters Score -1033423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1033425.250000 Penalty: 3053.642578
	Iteration 36Q: 3 clusters Score -1033425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1033428.062500 Penalty: 3053.642578
	Iteration 37Q: 3 clusters Score -1033428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1033426.062500 Penalty: 3053.642578
	Iteration 38Q: 3 clusters Score -1033426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1033429.500000 Penalty: 3053.642578
	Iteration 39Q: 3 clusters Score -1033430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1033431.500000 Penalty: 3053.642578
	Iteration 40F: 3 clusters Score -1033432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1033433.500000 Penalty: 3053.642578
	Iteration 41Q: 3 clusters Score -1033434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1033433.937500 Penalty: 3053.642578
	Iteration 42Q: 3 clusters Score -1033434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1033434.312500 Penalty: 3053.642578
	Iteration 43Q: 3 clusters Score -1033434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1033433.500000 Penalty: 3053.642578
	Iteration 44Q: 3 clusters Score -1033434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1033433.500000 Penalty: 3053.642578
	Iteration 45Q: 3 clusters Score -1033434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1033434.187500 Penalty: 3053.642578
	Iteration 46Q: 3 clusters Score -1033434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1033434.187500 Penalty: 3053.642578
	Iteration 47Q: 3 clusters Score -1033434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1033432.312500 Penalty: 3053.642578
	Iteration 48Q: 3 clusters Score -1033432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1033434.000000 Penalty: 3053.642578
	Iteration 49Q: 3 clusters Score -1033434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1033434.500000 Penalty: 3053.642578
	Iteration 50Q: 3 clusters Score -1033434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1033435.875000 Penalty: 3053.642578
	Iteration 51Q: 3 clusters Score -1033436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1033435.250000 Penalty: 3053.642578
	Iteration 52Q: 3 clusters Score -1033435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1033434.625000 Penalty: 3053.642578
	Iteration 53Q: 3 clusters Score -1033435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1033436.250000 Penalty: 3053.642578
	Iteration 54Q: 3 clusters Score -1033436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1033434.812500 Penalty: 3053.642578
	Iteration 55Q: 3 clusters Score -1033435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1033434.812500 Penalty: 3053.642578
	Iteration 56Q: 3 clusters Score -1033435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1033433.875000 Penalty: 3053.642578
	Iteration 57Q: 3 clusters Score -1033434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1033433.250000 Penalty: 3053.642578
	Iteration 58Q: 3 clusters Score -1033433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1033434.750000 Penalty: 3053.642578
	Iteration 59Q: 3 clusters Score -1033435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1033435.250000 Penalty: 3053.642578
	Iteration 60F: 3 clusters Score -1033435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1033434.562500 Penalty: 3053.642578
	Iteration 61Q: 3 clusters Score -1033435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1033435.312500 Penalty: 3053.642578
	Iteration 62Q: 3 clusters Score -1033435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1033436.875000 Penalty: 3053.642578
	Iteration 63Q: 3 clusters Score -1033437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1033434.500000 Penalty: 3053.642578
	Iteration 64Q: 3 clusters Score -1033434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1033434.500000 Penalty: 3053.642578
	Iteration 65F: 3 clusters Score -1033434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -581581.875000 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -581581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -576320.312500 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -576320.3 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -577989.500000 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -577989.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -578258.500000 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -578258.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -578497.750000 Penalty: 2879.846680
	Iteration 3F: 3 clusters Score -578497.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -578711.687500 Penalty: 2879.846680
	Iteration 4Q: 3 clusters Score -578711.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -578934.750000 Penalty: 2879.846680
	Iteration 5Q: 3 clusters Score -578934.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -579172.437500 Penalty: 2879.846680
	Iteration 6Q: 3 clusters Score -579172.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -579380.000000 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -579380 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -579559.187500 Penalty: 2879.846680
	Iteration 8Q: 3 clusters Score -579559.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -579690.250000 Penalty: 2879.846680
	Iteration 9Q: 3 clusters Score -579690.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -579786.000000 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -579786 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -579875.187500 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -579875.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -579938.500000 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -579938.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -579981.750000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -579981.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -580029.437500 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -580029.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -580081.687500 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -580081.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -580136.875000 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -580136.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -580190.812500 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -580190.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -580261.375000 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -580261.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -580335.812500 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -580335.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -580412.687500 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -580412.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -580476.687500 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -580476.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -580539.000000 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -580539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -580592.937500 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -580592.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -580632.562500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -580632.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -580655.812500 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -580655.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -580675.125000 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -580675.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -580691.062500 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -580691.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -580703.937500 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -580703.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -580715.187500 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -580715.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -580724.937500 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -580724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -580734.937500 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -580734.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -580743.375000 Penalty: 2879.846680
	Iteration 32Q: 3 clusters Score -580743.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -580749.437500 Penalty: 2879.846680
	Iteration 33Q: 3 clusters Score -580749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -580753.750000 Penalty: 2879.846680
	Iteration 34Q: 3 clusters Score -580753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -580756.125000 Penalty: 2879.846680
	Iteration 35Q: 3 clusters Score -580756.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -580761.312500 Penalty: 2879.846680
	Iteration 36Q: 3 clusters Score -580761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -580766.187500 Penalty: 2879.846680
	Iteration 37Q: 3 clusters Score -580766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -580767.937500 Penalty: 2879.846680
	Iteration 38Q: 3 clusters Score -580767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -580769.312500 Penalty: 2879.846680
	Iteration 39Q: 3 clusters Score -580769.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -580772.375000 Penalty: 2879.846680
	Iteration 40F: 3 clusters Score -580772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -580774.187500 Penalty: 2879.846680
	Iteration 41Q: 3 clusters Score -580774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -580777.937500 Penalty: 2879.846680
	Iteration 42Q: 3 clusters Score -580777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -580780.937500 Penalty: 2879.846680
	Iteration 43Q: 3 clusters Score -580780.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -580782.437500 Penalty: 2879.846680
	Iteration 44Q: 3 clusters Score -580782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -580787.000000 Penalty: 2879.846680
	Iteration 45Q: 3 clusters Score -580787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -580789.312500 Penalty: 2879.846680
	Iteration 46Q: 3 clusters Score -580789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -580792.187500 Penalty: 2879.846680
	Iteration 47Q: 3 clusters Score -580792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -580794.375000 Penalty: 2879.846680
	Iteration 48Q: 3 clusters Score -580794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -580796.562500 Penalty: 2879.846680
	Iteration 49Q: 3 clusters Score -580796.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -580799.375000 Penalty: 2879.846680
	Iteration 50Q: 3 clusters Score -580799.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -580804.437500 Penalty: 2879.846680
	Iteration 51Q: 3 clusters Score -580804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -580805.937500 Penalty: 2879.846680
	Iteration 52Q: 3 clusters Score -580805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -580808.437500 Penalty: 2879.846680
	Iteration 53Q: 3 clusters Score -580808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -580811.250000 Penalty: 2879.846680
	Iteration 54Q: 3 clusters Score -580811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -580811.562500 Penalty: 2879.846680
	Iteration 55Q: 3 clusters Score -580811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -580813.875000 Penalty: 2879.846680
	Iteration 56Q: 3 clusters Score -580813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -580814.812500 Penalty: 2879.846680
	Iteration 57Q: 3 clusters Score -580814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -580818.500000 Penalty: 2879.846680
	Iteration 58Q: 3 clusters Score -580818.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -580823.812500 Penalty: 2879.846680
	Iteration 59Q: 3 clusters Score -580823.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -580828.000000 Penalty: 2879.846680
	Iteration 60F: 3 clusters Score -580828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -580833.562500 Penalty: 2879.846680
	Iteration 61Q: 3 clusters Score -580833.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -580837.625000 Penalty: 2879.846680
	Iteration 62Q: 3 clusters Score -580837.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -580841.937500 Penalty: 2879.846680
	Iteration 63Q: 3 clusters Score -580841.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -580849.500000 Penalty: 2879.846680
	Iteration 64Q: 3 clusters Score -580849.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -580859.375000 Penalty: 2879.846680
	Iteration 65Q: 3 clusters Score -580859.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -580873.125000 Penalty: 2879.846680
	Iteration 66Q: 3 clusters Score -580873.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -580895.062500 Penalty: 2879.846680
	Iteration 67Q: 3 clusters Score -580895.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -580922.250000 Penalty: 2879.846680
	Iteration 68Q: 3 clusters Score -580922.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -580947.250000 Penalty: 2879.846680
	Iteration 69Q: 3 clusters Score -580947.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -580959.812500 Penalty: 2879.846680
	Iteration 70Q: 3 clusters Score -580959.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -580967.000000 Penalty: 2879.846680
	Iteration 71Q: 3 clusters Score -580967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -580972.375000 Penalty: 2879.846680
	Iteration 72Q: 3 clusters Score -580972.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -580978.687500 Penalty: 2879.846680
	Iteration 73Q: 3 clusters Score -580978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -580983.500000 Penalty: 2879.846680
	Iteration 74Q: 3 clusters Score -580983.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -580987.937500 Penalty: 2879.846680
	Iteration 75Q: 3 clusters Score -580987.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -580989.375000 Penalty: 2879.846680
	Iteration 76Q: 3 clusters Score -580989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -580990.625000 Penalty: 2879.846680
	Iteration 77Q: 3 clusters Score -580990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -580993.187500 Penalty: 2879.846680
	Iteration 78Q: 3 clusters Score -580993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -580995.312500 Penalty: 2879.846680
	Iteration 79Q: 3 clusters Score -580995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -580996.625000 Penalty: 2879.846680
	Iteration 80F: 3 clusters Score -580996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -580999.125000 Penalty: 2879.846680
	Iteration 81Q: 3 clusters Score -580999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -581000.875000 Penalty: 2879.846680
	Iteration 82Q: 3 clusters Score -581000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -581001.187500 Penalty: 2879.846680
	Iteration 83Q: 3 clusters Score -581001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -581000.062500 Penalty: 2879.846680
	Iteration 84Q: 3 clusters Score -581000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -581001.437500 Penalty: 2879.846680
	Iteration 85Q: 3 clusters Score -581001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -580999.875000 Penalty: 2879.846680
	Iteration 86Q: 3 clusters Score -580999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -580999.875000 Penalty: 2879.846680
	Iteration 87F: 3 clusters Score -580999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1189632.625000 Penalty: 1552.939575
	Iteration 0F: 2 clusters Score -1189633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1179876.250000 Penalty: 3105.879150
	Iteration 0F: 3 clusters Score -1179876 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1183281.625000 Penalty: 3105.879150
	Iteration 1F: 3 clusters Score -1183282 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1183642.375000 Penalty: 3105.879150
	Iteration 2F: 3 clusters Score -1183642 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1183986.625000 Penalty: 3105.879150
	Iteration 3F: 3 clusters Score -1183987 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1184351.875000 Penalty: 3105.879150
	Iteration 4F: 3 clusters Score -1184352 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1184760.625000 Penalty: 3105.879150
	Iteration 5F: 3 clusters Score -1184761 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1185191.375000 Penalty: 3105.879150
	Iteration 6F: 3 clusters Score -1185191 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1185669.250000 Penalty: 3105.879150
	Iteration 7F: 3 clusters Score -1185669 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1186113.375000 Penalty: 3105.879150
	Iteration 8Q: 3 clusters Score -1186113 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1186478.500000 Penalty: 3105.879150
	Iteration 9Q: 3 clusters Score -1186478 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1186823.250000 Penalty: 3105.879150
	Iteration 10Q: 3 clusters Score -1186823 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1187111.125000 Penalty: 3105.879150
	Iteration 11Q: 3 clusters Score -1187111 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1187364.250000 Penalty: 3105.879150
	Iteration 12Q: 3 clusters Score -1187364 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1187592.500000 Penalty: 3105.879150
	Iteration 13Q: 3 clusters Score -1187592 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1187828.375000 Penalty: 3105.879150
	Iteration 14Q: 3 clusters Score -1187828 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1188080.500000 Penalty: 3105.879150
	Iteration 15Q: 3 clusters Score -1188080 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1188264.875000 Penalty: 3105.879150
	Iteration 16Q: 3 clusters Score -1188265 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1188366.125000 Penalty: 3105.879150
	Iteration 17Q: 3 clusters Score -1188366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1188421.625000 Penalty: 3105.879150
	Iteration 18Q: 3 clusters Score -1188422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1188456.125000 Penalty: 3105.879150
	Iteration 19Q: 3 clusters Score -1188456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1188482.000000 Penalty: 3105.879150
	Iteration 20F: 3 clusters Score -1188482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1188497.875000 Penalty: 3105.879150
	Iteration 21Q: 3 clusters Score -1188498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1188509.125000 Penalty: 3105.879150
	Iteration 22Q: 3 clusters Score -1188509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1188519.875000 Penalty: 3105.879150
	Iteration 23Q: 3 clusters Score -1188520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1188526.375000 Penalty: 3105.879150
	Iteration 24Q: 3 clusters Score -1188526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1188533.125000 Penalty: 3105.879150
	Iteration 25Q: 3 clusters Score -1188533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1188537.250000 Penalty: 3105.879150
	Iteration 26Q: 3 clusters Score -1188537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1188539.875000 Penalty: 3105.879150
	Iteration 27Q: 3 clusters Score -1188540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1188540.000000 Penalty: 3105.879150
	Iteration 28Q: 3 clusters Score -1188540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1188546.000000 Penalty: 3105.879150
	Iteration 29Q: 3 clusters Score -1188546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1188548.750000 Penalty: 3105.879150
	Iteration 30Q: 3 clusters Score -1188549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1188552.875000 Penalty: 3105.879150
	Iteration 31Q: 3 clusters Score -1188553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1188553.000000 Penalty: 3105.879150
	Iteration 32Q: 3 clusters Score -1188553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1188553.250000 Penalty: 3105.879150
	Iteration 33Q: 3 clusters Score -1188553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1188554.875000 Penalty: 3105.879150
	Iteration 34Q: 3 clusters Score -1188555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1188556.000000 Penalty: 3105.879150
	Iteration 35Q: 3 clusters Score -1188556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1188557.875000 Penalty: 3105.879150
	Iteration 36Q: 3 clusters Score -1188558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1188557.500000 Penalty: 3105.879150
	Iteration 37Q: 3 clusters Score -1188558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1188559.250000 Penalty: 3105.879150
	Iteration 38Q: 3 clusters Score -1188559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1188556.750000 Penalty: 3105.879150
	Iteration 39Q: 3 clusters Score -1188557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1188557.875000 Penalty: 3105.879150
	Iteration 40F: 3 clusters Score -1188558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1188560.750000 Penalty: 3105.879150
	Iteration 41Q: 3 clusters Score -1188561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1188562.375000 Penalty: 3105.879150
	Iteration 42Q: 3 clusters Score -1188562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1188561.625000 Penalty: 3105.879150
	Iteration 43Q: 3 clusters Score -1188562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1188562.125000 Penalty: 3105.879150
	Iteration 44Q: 3 clusters Score -1188562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1188563.250000 Penalty: 3105.879150
	Iteration 45Q: 3 clusters Score -1188563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1188565.500000 Penalty: 3105.879150
	Iteration 46Q: 3 clusters Score -1188566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1188565.125000 Penalty: 3105.879150
	Iteration 47Q: 3 clusters Score -1188565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1188565.750000 Penalty: 3105.879150
	Iteration 48Q: 3 clusters Score -1188566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1188564.250000 Penalty: 3105.879150
	Iteration 49Q: 3 clusters Score -1188564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1188565.125000 Penalty: 3105.879150
	Iteration 50Q: 3 clusters Score -1188565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1188569.000000 Penalty: 3105.879150
	Iteration 51Q: 3 clusters Score -1188569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1188567.625000 Penalty: 3105.879150
	Iteration 52Q: 3 clusters Score -1188568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1188566.500000 Penalty: 3105.879150
	Iteration 53Q: 3 clusters Score -1188566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1188567.625000 Penalty: 3105.879150
	Iteration 54Q: 3 clusters Score -1188568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1188569.375000 Penalty: 3105.879150
	Iteration 55Q: 3 clusters Score -1188569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1188568.250000 Penalty: 3105.879150
	Iteration 56Q: 3 clusters Score -1188568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1188568.750000 Penalty: 3105.879150
	Iteration 57Q: 3 clusters Score -1188569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1188569.000000 Penalty: 3105.879150
	Iteration 58Q: 3 clusters Score -1188569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1188569.875000 Penalty: 3105.879150
	Iteration 59Q: 3 clusters Score -1188570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1188571.500000 Penalty: 3105.879150
	Iteration 60F: 3 clusters Score -1188572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1188570.125000 Penalty: 3105.879150
	Iteration 61Q: 3 clusters Score -1188570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1188570.500000 Penalty: 3105.879150
	Iteration 62Q: 3 clusters Score -1188570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1188570.500000 Penalty: 3105.879150
	Iteration 63Q: 3 clusters Score -1188570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1188569.750000 Penalty: 3105.879150
	Iteration 64Q: 3 clusters Score -1188570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1188569.750000 Penalty: 3105.879150
	Iteration 65F: 3 clusters Score -1188570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Entering Unmasked Estep 
Score: -5366692.500000 Penalty: 1794.323853
	Iteration 0F: 2 clusters Score -5366692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -5324876.500000 Penalty: 3588.647705
	Iteration 0F: 3 clusters Score -5324876 nChanged 29369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -5341695.000000 Penalty: 3588.647705
	Iteration 1F: 3 clusters Score -5341695 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -5342648.500000 Penalty: 3588.647705
	Iteration 2Q: 3 clusters Score -5342648 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5344094.000000 Penalty: 3588.647705
	Iteration 3F: 3 clusters Score -5344094 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5346547.500000 Penalty: 3588.647705
	Iteration 4F: 3 clusters Score -5346548 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5350338.500000 Penalty: 3588.647705
	Iteration 5F: 3 clusters Score -5350338 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5355297.000000 Penalty: 3588.647705
	Iteration 6F: 3 clusters Score -5355297 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -5359962.500000 Penalty: 3588.647705
	Iteration 7F: 3 clusters Score -5359962 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5362928.500000 Penalty: 3588.647705
	Iteration 8Q: 3 clusters Score -5362928 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5364299.500000 Penalty: 3588.647705
	Iteration 9Q: 3 clusters Score -5364300 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5364836.500000 Penalty: 3588.647705
	Iteration 10Q: 3 clusters Score -5364836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5365039.000000 Penalty: 3588.647705
	Iteration 11Q: 3 clusters Score -5365039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5365116.000000 Penalty: 3588.647705
	Iteration 12Q: 3 clusters Score -5365116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5365159.000000 Penalty: 3588.647705
	Iteration 13Q: 3 clusters Score -5365159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5365183.500000 Penalty: 3588.647705
	Iteration 14Q: 3 clusters Score -5365184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5365194.000000 Penalty: 3588.647705
	Iteration 15Q: 3 clusters Score -5365194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5365193.500000 Penalty: 3588.647705
	Iteration 16Q: 3 clusters Score -5365194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5365200.500000 Penalty: 3588.647705
	Iteration 17Q: 3 clusters Score -5365200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5365204.500000 Penalty: 3588.647705
	Iteration 18Q: 3 clusters Score -5365204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5365204.500000 Penalty: 3588.647705
	Iteration 19F: 3 clusters Score -5365204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -197031.500000 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -197031.5 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 1195 members 
Entering Unmasked Estep 
Score: -194696.000000 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -194696 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -195231.671875 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -195231.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195347.203125 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -195347.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -195422.031250 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -195422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -195470.765625 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -195470.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -195513.968750 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -195514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -195548.375000 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -195548.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -195590.781250 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -195590.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -195629.203125 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -195629.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -195656.109375 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -195656.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -195682.265625 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -195682.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195702.000000 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -195702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -195719.640625 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -195719.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -195742.343750 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -195742.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195778.187500 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -195778.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -195820.375000 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -195820.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195851.656250 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -195851.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195890.718750 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -195890.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195915.031250 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -195915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195929.953125 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -195930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195941.671875 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -195941.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195951.906250 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -195951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195960.375000 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -195960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195965.515625 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -195965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195971.687500 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -195971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -195978.312500 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -195978.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195985.906250 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -195985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195991.593750 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -195991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -196003.171875 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -196003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -196010.093750 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -196010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196019.625000 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -196019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -196031.109375 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -196031.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -196041.484375 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -196041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -196049.093750 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -196049.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196056.578125 Penalty: 2528.326904
	Iteration 34Q: 3 clusters Score -196056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196062.578125 Penalty: 2528.326904
	Iteration 35Q: 3 clusters Score -196062.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -196073.531250 Penalty: 2528.326904
	Iteration 36Q: 3 clusters Score -196073.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -196082.328125 Penalty: 2528.326904
	Iteration 37Q: 3 clusters Score -196082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -196086.265625 Penalty: 2528.326904
	Iteration 38Q: 3 clusters Score -196086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -196089.640625 Penalty: 2528.326904
	Iteration 39Q: 3 clusters Score -196089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196092.937500 Penalty: 2528.326904
	Iteration 40F: 3 clusters Score -196092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -196097.500000 Penalty: 2528.326904
	Iteration 41Q: 3 clusters Score -196097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196102.453125 Penalty: 2528.326904
	Iteration 42Q: 3 clusters Score -196102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -196107.156250 Penalty: 2528.326904
	Iteration 43Q: 3 clusters Score -196107.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196110.281250 Penalty: 2528.326904
	Iteration 44Q: 3 clusters Score -196110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -196111.625000 Penalty: 2528.326904
	Iteration 45Q: 3 clusters Score -196111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196111.812500 Penalty: 2528.326904
	Iteration 46Q: 3 clusters Score -196111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196112.562500 Penalty: 2528.326904
	Iteration 47Q: 3 clusters Score -196112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196112.562500 Penalty: 2528.326904
	Iteration 48F: 3 clusters Score -196112.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -620549.500000 Penalty: 1444.378174
	Iteration 0F: 2 clusters Score -620549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -615160.125000 Penalty: 2888.756348
	Iteration 0F: 3 clusters Score -615160.1 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -616817.812500 Penalty: 2888.756348
	Iteration 1F: 3 clusters Score -616817.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -617064.187500 Penalty: 2888.756348
	Iteration 2F: 3 clusters Score -617064.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -617278.500000 Penalty: 2888.756348
	Iteration 3F: 3 clusters Score -617278.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -617499.000000 Penalty: 2888.756348
	Iteration 4Q: 3 clusters Score -617499 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -617702.187500 Penalty: 2888.756348
	Iteration 5Q: 3 clusters Score -617702.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -617894.250000 Penalty: 2888.756348
	Iteration 6Q: 3 clusters Score -617894.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -618058.437500 Penalty: 2888.756348
	Iteration 7Q: 3 clusters Score -618058.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -618207.000000 Penalty: 2888.756348
	Iteration 8Q: 3 clusters Score -618207 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -618375.000000 Penalty: 2888.756348
	Iteration 9Q: 3 clusters Score -618375 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -618549.125000 Penalty: 2888.756348
	Iteration 10Q: 3 clusters Score -618549.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -618748.687500 Penalty: 2888.756348
	Iteration 11Q: 3 clusters Score -618748.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -618923.812500 Penalty: 2888.756348
	Iteration 12Q: 3 clusters Score -618923.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -619062.437500 Penalty: 2888.756348
	Iteration 13Q: 3 clusters Score -619062.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -619187.687500 Penalty: 2888.756348
	Iteration 14Q: 3 clusters Score -619187.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -619283.437500 Penalty: 2888.756348
	Iteration 15Q: 3 clusters Score -619283.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -619343.250000 Penalty: 2888.756348
	Iteration 16Q: 3 clusters Score -619343.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -619380.187500 Penalty: 2888.756348
	Iteration 17Q: 3 clusters Score -619380.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -619402.375000 Penalty: 2888.756348
	Iteration 18Q: 3 clusters Score -619402.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -619421.562500 Penalty: 2888.756348
	Iteration 19Q: 3 clusters Score -619421.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -619430.750000 Penalty: 2888.756348
	Iteration 20F: 3 clusters Score -619430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -619439.062500 Penalty: 2888.756348
	Iteration 21Q: 3 clusters Score -619439.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -619448.750000 Penalty: 2888.756348
	Iteration 22Q: 3 clusters Score -619448.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -619458.437500 Penalty: 2888.756348
	Iteration 23Q: 3 clusters Score -619458.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -619466.687500 Penalty: 2888.756348
	Iteration 24Q: 3 clusters Score -619466.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -619476.312500 Penalty: 2888.756348
	Iteration 25Q: 3 clusters Score -619476.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -619488.375000 Penalty: 2888.756348
	Iteration 26Q: 3 clusters Score -619488.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -619500.187500 Penalty: 2888.756348
	Iteration 27Q: 3 clusters Score -619500.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -619512.562500 Penalty: 2888.756348
	Iteration 28Q: 3 clusters Score -619512.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -619523.500000 Penalty: 2888.756348
	Iteration 29Q: 3 clusters Score -619523.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -619534.812500 Penalty: 2888.756348
	Iteration 30Q: 3 clusters Score -619534.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -619542.500000 Penalty: 2888.756348
	Iteration 31Q: 3 clusters Score -619542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -619548.625000 Penalty: 2888.756348
	Iteration 32Q: 3 clusters Score -619548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -619555.125000 Penalty: 2888.756348
	Iteration 33Q: 3 clusters Score -619555.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -619563.937500 Penalty: 2888.756348
	Iteration 34Q: 3 clusters Score -619563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -619568.250000 Penalty: 2888.756348
	Iteration 35Q: 3 clusters Score -619568.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -619573.062500 Penalty: 2888.756348
	Iteration 36Q: 3 clusters Score -619573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -619576.375000 Penalty: 2888.756348
	Iteration 37Q: 3 clusters Score -619576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -619580.625000 Penalty: 2888.756348
	Iteration 38Q: 3 clusters Score -619580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -619582.187500 Penalty: 2888.756348
	Iteration 39Q: 3 clusters Score -619582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -619582.187500 Penalty: 2888.756348
	Iteration 40F: 3 clusters Score -619582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -301020.312500 Penalty: 1344.126587
	Iteration 0F: 2 clusters Score -301020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -297771.375000 Penalty: 2688.253174
	Iteration 0F: 3 clusters Score -297771.4 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -298704.593750 Penalty: 2688.253174
	Iteration 1F: 3 clusters Score -298704.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -298951.687500 Penalty: 2688.253174
	Iteration 2F: 3 clusters Score -298951.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -299246.937500 Penalty: 2688.253174
	Iteration 3F: 3 clusters Score -299246.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -299597.343750 Penalty: 2688.253174
	Iteration 4F: 3 clusters Score -299597.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -299909.156250 Penalty: 2688.253174
	Iteration 5F: 3 clusters Score -299909.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -300122.968750 Penalty: 2688.253174
	Iteration 6F: 3 clusters Score -300123 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -300269.218750 Penalty: 2688.253174
	Iteration 7Q: 3 clusters Score -300269.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -300363.062500 Penalty: 2688.253174
	Iteration 8Q: 3 clusters Score -300363.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -300445.562500 Penalty: 2688.253174
	Iteration 9Q: 3 clusters Score -300445.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -300533.750000 Penalty: 2688.253174
	Iteration 10Q: 3 clusters Score -300533.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -300615.375000 Penalty: 2688.253174
	Iteration 11Q: 3 clusters Score -300615.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -300688.562500 Penalty: 2688.253174
	Iteration 12Q: 3 clusters Score -300688.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -300762.375000 Penalty: 2688.253174
	Iteration 13Q: 3 clusters Score -300762.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -300843.593750 Penalty: 2688.253174
	Iteration 14Q: 3 clusters Score -300843.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -300909.812500 Penalty: 2688.253174
	Iteration 15Q: 3 clusters Score -300909.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -300954.375000 Penalty: 2688.253174
	Iteration 16Q: 3 clusters Score -300954.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -300976.281250 Penalty: 2688.253174
	Iteration 17Q: 3 clusters Score -300976.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -300999.750000 Penalty: 2688.253174
	Iteration 18Q: 3 clusters Score -300999.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -301024.406250 Penalty: 2688.253174
	Iteration 19Q: 3 clusters Score -301024.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -301043.937500 Penalty: 2688.253174
	Iteration 20F: 3 clusters Score -301043.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -301058.468750 Penalty: 2688.253174
	Iteration 21Q: 3 clusters Score -301058.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -301065.593750 Penalty: 2688.253174
	Iteration 22Q: 3 clusters Score -301065.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -301069.656250 Penalty: 2688.253174
	Iteration 23Q: 3 clusters Score -301069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -301071.750000 Penalty: 2688.253174
	Iteration 24Q: 3 clusters Score -301071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -301073.312500 Penalty: 2688.253174
	Iteration 25Q: 3 clusters Score -301073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -301076.250000 Penalty: 2688.253174
	Iteration 26Q: 3 clusters Score -301076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -301078.437500 Penalty: 2688.253174
	Iteration 27Q: 3 clusters Score -301078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -301079.250000 Penalty: 2688.253174
	Iteration 28Q: 3 clusters Score -301079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -301079.906250 Penalty: 2688.253174
	Iteration 29Q: 3 clusters Score -301079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -301080.156250 Penalty: 2688.253174
	Iteration 30Q: 3 clusters Score -301080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -301080.687500 Penalty: 2688.253174
	Iteration 31Q: 3 clusters Score -301080.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -301080.625000 Penalty: 2688.253174
	Iteration 32Q: 3 clusters Score -301080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -301081.437500 Penalty: 2688.253174
	Iteration 33Q: 3 clusters Score -301081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -301081.687500 Penalty: 2688.253174
	Iteration 34Q: 3 clusters Score -301081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -301081.718750 Penalty: 2688.253174
	Iteration 35Q: 3 clusters Score -301081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -301081.718750 Penalty: 2688.253174
	Iteration 36F: 3 clusters Score -301081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204508 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13674 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 2632 members 
Entering Unmasked Estep 
Score: -54424028.000000 Penalty: 67481.570312
Splitting cluster 26 changes total score from -54424716.000000 to -54424028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -341219.812500 Penalty: 1348.593506
	Iteration 0F: 2 clusters Score -341219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -337837.656250 Penalty: 2697.187012
	Iteration 0F: 3 clusters Score -337837.7 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -338774.812500 Penalty: 2697.187012
	Iteration 1F: 3 clusters Score -338774.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -338936.281250 Penalty: 2697.187012
	Iteration 2F: 3 clusters Score -338936.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -339051.500000 Penalty: 2697.187012
	Iteration 3Q: 3 clusters Score -339051.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -339165.562500 Penalty: 2697.187012
	Iteration 4Q: 3 clusters Score -339165.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -339273.218750 Penalty: 2697.187012
	Iteration 5Q: 3 clusters Score -339273.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -339394.000000 Penalty: 2697.187012
	Iteration 6Q: 3 clusters Score -339394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -339537.593750 Penalty: 2697.187012
	Iteration 7Q: 3 clusters Score -339537.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -339699.031250 Penalty: 2697.187012
	Iteration 8Q: 3 clusters Score -339699 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -339833.968750 Penalty: 2697.187012
	Iteration 9Q: 3 clusters Score -339834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -339951.937500 Penalty: 2697.187012
	Iteration 10Q: 3 clusters Score -339951.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -340048.562500 Penalty: 2697.187012
	Iteration 11Q: 3 clusters Score -340048.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -340115.000000 Penalty: 2697.187012
	Iteration 12Q: 3 clusters Score -340115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -340151.031250 Penalty: 2697.187012
	Iteration 13Q: 3 clusters Score -340151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -340178.281250 Penalty: 2697.187012
	Iteration 14Q: 3 clusters Score -340178.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -340199.312500 Penalty: 2697.187012
	Iteration 15Q: 3 clusters Score -340199.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -340214.656250 Penalty: 2697.187012
	Iteration 16Q: 3 clusters Score -340214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -340224.468750 Penalty: 2697.187012
	Iteration 17Q: 3 clusters Score -340224.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -340233.125000 Penalty: 2697.187012
	Iteration 18Q: 3 clusters Score -340233.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -340242.718750 Penalty: 2697.187012
	Iteration 19Q: 3 clusters Score -340242.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -340245.843750 Penalty: 2697.187012
	Iteration 20F: 3 clusters Score -340245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -340248.718750 Penalty: 2697.187012
	Iteration 21Q: 3 clusters Score -340248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -340250.312500 Penalty: 2697.187012
	Iteration 22Q: 3 clusters Score -340250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -340250.437500 Penalty: 2697.187012
	Iteration 23Q: 3 clusters Score -340250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -340250.437500 Penalty: 2697.187012
	Iteration 24F: 3 clusters Score -340250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -1085865.750000 Penalty: 1547.528320
	Iteration 0F: 2 clusters Score -1085866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1076408.625000 Penalty: 3095.056641
	Iteration 0F: 3 clusters Score -1076409 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1079789.125000 Penalty: 3095.056641
	Iteration 1F: 3 clusters Score -1079789 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1080288.625000 Penalty: 3095.056641
	Iteration 2F: 3 clusters Score -1080289 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1080769.625000 Penalty: 3095.056641
	Iteration 3F: 3 clusters Score -1080770 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1081282.750000 Penalty: 3095.056641
	Iteration 4F: 3 clusters Score -1081283 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1081846.750000 Penalty: 3095.056641
	Iteration 5F: 3 clusters Score -1081847 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1082426.000000 Penalty: 3095.056641
	Iteration 6F: 3 clusters Score -1082426 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1082898.250000 Penalty: 3095.056641
	Iteration 7Q: 3 clusters Score -1082898 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1083272.000000 Penalty: 3095.056641
	Iteration 8Q: 3 clusters Score -1083272 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1083560.750000 Penalty: 3095.056641
	Iteration 9Q: 3 clusters Score -1083561 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1083761.000000 Penalty: 3095.056641
	Iteration 10Q: 3 clusters Score -1083761 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1083904.375000 Penalty: 3095.056641
	Iteration 11Q: 3 clusters Score -1083904 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1084015.500000 Penalty: 3095.056641
	Iteration 12Q: 3 clusters Score -1084016 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1084086.875000 Penalty: 3095.056641
	Iteration 13Q: 3 clusters Score -1084087 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1084170.250000 Penalty: 3095.056641
	Iteration 14Q: 3 clusters Score -1084170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1084253.500000 Penalty: 3095.056641
	Iteration 15Q: 3 clusters Score -1084254 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1084323.250000 Penalty: 3095.056641
	Iteration 16Q: 3 clusters Score -1084323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1084396.625000 Penalty: 3095.056641
	Iteration 17Q: 3 clusters Score -1084397 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1084460.625000 Penalty: 3095.056641
	Iteration 18Q: 3 clusters Score -1084461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1084509.125000 Penalty: 3095.056641
	Iteration 19Q: 3 clusters Score -1084509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1084547.250000 Penalty: 3095.056641
	Iteration 20F: 3 clusters Score -1084547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1084589.000000 Penalty: 3095.056641
	Iteration 21Q: 3 clusters Score -1084589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1084622.125000 Penalty: 3095.056641
	Iteration 22Q: 3 clusters Score -1084622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1084640.250000 Penalty: 3095.056641
	Iteration 23Q: 3 clusters Score -1084640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1084656.125000 Penalty: 3095.056641
	Iteration 24Q: 3 clusters Score -1084656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1084670.750000 Penalty: 3095.056641
	Iteration 25Q: 3 clusters Score -1084671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1084685.625000 Penalty: 3095.056641
	Iteration 26Q: 3 clusters Score -1084686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1084697.500000 Penalty: 3095.056641
	Iteration 27Q: 3 clusters Score -1084698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1084705.375000 Penalty: 3095.056641
	Iteration 28Q: 3 clusters Score -1084705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1084704.625000 Penalty: 3095.056641
	Iteration 29Q: 3 clusters Score -1084705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1084712.000000 Penalty: 3095.056641
	Iteration 30Q: 3 clusters Score -1084712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1084714.750000 Penalty: 3095.056641
	Iteration 31Q: 3 clusters Score -1084715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1084722.000000 Penalty: 3095.056641
	Iteration 32Q: 3 clusters Score -1084722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1084723.125000 Penalty: 3095.056641
	Iteration 33Q: 3 clusters Score -1084723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1084726.125000 Penalty: 3095.056641
	Iteration 34Q: 3 clusters Score -1084726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1084731.250000 Penalty: 3095.056641
	Iteration 35Q: 3 clusters Score -1084731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1084734.125000 Penalty: 3095.056641
	Iteration 36Q: 3 clusters Score -1084734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1084731.375000 Penalty: 3095.056641
	Iteration 37Q: 3 clusters Score -1084731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1084733.250000 Penalty: 3095.056641
	Iteration 38Q: 3 clusters Score -1084733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1084733.875000 Penalty: 3095.056641
	Iteration 39Q: 3 clusters Score -1084734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1084737.500000 Penalty: 3095.056641
	Iteration 40F: 3 clusters Score -1084738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1084736.000000 Penalty: 3095.056641
	Iteration 41Q: 3 clusters Score -1084736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1084738.250000 Penalty: 3095.056641
	Iteration 42Q: 3 clusters Score -1084738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1084737.500000 Penalty: 3095.056641
	Iteration 43Q: 3 clusters Score -1084738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1084738.750000 Penalty: 3095.056641
	Iteration 44Q: 3 clusters Score -1084739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1084737.000000 Penalty: 3095.056641
	Iteration 45Q: 3 clusters Score -1084737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1084737.500000 Penalty: 3095.056641
	Iteration 46Q: 3 clusters Score -1084738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1084741.500000 Penalty: 3095.056641
	Iteration 47Q: 3 clusters Score -1084742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1084741.500000 Penalty: 3095.056641
	Iteration 48Q: 3 clusters Score -1084742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1084744.125000 Penalty: 3095.056641
	Iteration 49Q: 3 clusters Score -1084744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1084745.125000 Penalty: 3095.056641
	Iteration 50Q: 3 clusters Score -1084745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1084744.500000 Penalty: 3095.056641
	Iteration 51Q: 3 clusters Score -1084744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1084743.750000 Penalty: 3095.056641
	Iteration 52Q: 3 clusters Score -1084744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1084743.875000 Penalty: 3095.056641
	Iteration 53Q: 3 clusters Score -1084744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1084743.875000 Penalty: 3095.056641
	Iteration 54F: 3 clusters Score -1084744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -154955.703125 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -154955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152895.515625 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -152895.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153413.953125 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -153414 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -153544.703125 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -153544.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -153631.031250 Penalty: 2460.394043
	Iteration 3Q: 3 clusters Score -153631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -153711.984375 Penalty: 2460.394043
	Iteration 4F: 3 clusters Score -153712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -153775.234375 Penalty: 2460.394043
	Iteration 5Q: 3 clusters Score -153775.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -153833.562500 Penalty: 2460.394043
	Iteration 6Q: 3 clusters Score -153833.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -153898.312500 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -153898.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -153975.781250 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -153975.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -154039.984375 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -154040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -154067.812500 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -154067.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -154086.515625 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -154086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -154107.062500 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -154107.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -154123.265625 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -154123.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -154138.203125 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -154138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -154150.484375 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -154150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -154156.921875 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -154156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -154161.796875 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -154161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -154166.671875 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -154166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -154170.328125 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -154170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -154174.812500 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -154174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -154177.593750 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -154177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -154188.078125 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -154188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -154195.328125 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -154195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -154202.046875 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -154202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -154213.140625 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -154213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -154218.734375 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -154218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -154220.640625 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -154220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -154222.515625 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -154222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -154223.453125 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -154223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -154224.312500 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -154224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -154224.312500 Penalty: 2460.394043
	Iteration 31F: 3 clusters Score -154224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -730605.687500 Penalty: 1470.079712
	Iteration 0F: 2 clusters Score -730605.7 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 4351 members 
Entering Unmasked Estep 
Score: -724437.875000 Penalty: 2940.159424
	Iteration 0F: 3 clusters Score -724437.9 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -726358.125000 Penalty: 2940.159424
	Iteration 1F: 3 clusters Score -726358.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -726636.937500 Penalty: 2940.159424
	Iteration 2F: 3 clusters Score -726636.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -726948.687500 Penalty: 2940.159424
	Iteration 3F: 3 clusters Score -726948.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -727280.500000 Penalty: 2940.159424
	Iteration 4F: 3 clusters Score -727280.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -727651.937500 Penalty: 2940.159424
	Iteration 5F: 3 clusters Score -727651.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -727996.625000 Penalty: 2940.159424
	Iteration 6F: 3 clusters Score -727996.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -728333.437500 Penalty: 2940.159424
	Iteration 7Q: 3 clusters Score -728333.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -728601.312500 Penalty: 2940.159424
	Iteration 8Q: 3 clusters Score -728601.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -728837.312500 Penalty: 2940.159424
	Iteration 9Q: 3 clusters Score -728837.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -728996.000000 Penalty: 2940.159424
	Iteration 10Q: 3 clusters Score -728996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -729085.125000 Penalty: 2940.159424
	Iteration 11Q: 3 clusters Score -729085.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -729149.500000 Penalty: 2940.159424
	Iteration 12Q: 3 clusters Score -729149.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -729192.687500 Penalty: 2940.159424
	Iteration 13Q: 3 clusters Score -729192.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -729221.312500 Penalty: 2940.159424
	Iteration 14Q: 3 clusters Score -729221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -729243.250000 Penalty: 2940.159424
	Iteration 15Q: 3 clusters Score -729243.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -729260.937500 Penalty: 2940.159424
	Iteration 16Q: 3 clusters Score -729260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -729268.312500 Penalty: 2940.159424
	Iteration 17Q: 3 clusters Score -729268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -729275.125000 Penalty: 2940.159424
	Iteration 18Q: 3 clusters Score -729275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -729294.250000 Penalty: 2940.159424
	Iteration 19Q: 3 clusters Score -729294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -729305.875000 Penalty: 2940.159424
	Iteration 20F: 3 clusters Score -729305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -729318.312500 Penalty: 2940.159424
	Iteration 21Q: 3 clusters Score -729318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -729325.875000 Penalty: 2940.159424
	Iteration 22Q: 3 clusters Score -729325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -729333.062500 Penalty: 2940.159424
	Iteration 23Q: 3 clusters Score -729333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -729333.812500 Penalty: 2940.159424
	Iteration 24Q: 3 clusters Score -729333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -729338.750000 Penalty: 2940.159424
	Iteration 25Q: 3 clusters Score -729338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -729340.937500 Penalty: 2940.159424
	Iteration 26Q: 3 clusters Score -729340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -729340.937500 Penalty: 2940.159424
	Iteration 27F: 3 clusters Score -729340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204508 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13674 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424712.000000 Penalty: 65304.742188
Iteration 239Q: 31 clusters Score -5.442471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158611 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204505 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13675 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424696.000000 Penalty: 65304.742188
Iteration 240F: 31 clusters Score -5.44247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204504 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424696.000000 Penalty: 65304.742188
Iteration 241Q: 31 clusters Score -5.44247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204503 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13672 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424680.000000 Penalty: 65304.742188
Iteration 242Q: 31 clusters Score -5.442468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204501 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13671 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424692.000000 Penalty: 65304.742188
Iteration 243Q: 31 clusters Score -5.442469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204491 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13676 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 244Q: 31 clusters Score -5.44247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204488 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13677 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424688.000000 Penalty: 65304.742188
Iteration 245Q: 31 clusters Score -5.442469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204484 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13677 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424696.000000 Penalty: 65304.742188
Iteration 246Q: 31 clusters Score -5.44247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204481 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13679 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424704.000000 Penalty: 65304.742188
Iteration 247Q: 31 clusters Score -5.44247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204479 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13681 members 
Mstep: Class 29 contains 1942 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424692.000000 Penalty: 65304.742188
Iteration 248Q: 31 clusters Score -5.442469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13622 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5072 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5580 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204478 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13681 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 249Q: 31 clusters Score -5.44247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204477 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62442 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13677 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424724.000000 Penalty: 65304.742188
Iteration 250Q: 31 clusters Score -5.442472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 158613 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204475 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424716.000000 Penalty: 65304.742188
Iteration 251Q: 31 clusters Score -5.442472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5085 members 
Mstep: Class 6 contains 158613 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204471 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424724.000000 Penalty: 65304.742188
Iteration 252Q: 31 clusters Score -5.442472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5092 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5581 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204466 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62441 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13672 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424728.000000 Penalty: 65304.742188
Iteration 253Q: 31 clusters Score -5.442473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204466 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13669 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424736.000000 Penalty: 65304.742188
Iteration 254Q: 31 clusters Score -5.442474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204460 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62446 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13669 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424720.000000 Penalty: 65304.742188
Iteration 255Q: 31 clusters Score -5.442472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5104 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204455 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14138 members 
Mstep: Class 23 contains 62450 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13667 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424704.000000 Penalty: 65304.742188
Iteration 256Q: 31 clusters Score -5.44247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 158615 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204454 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62451 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13667 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424704.000000 Penalty: 65304.742188
Iteration 257Q: 31 clusters Score -5.44247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 158615 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19490 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204451 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62451 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13668 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424724.000000 Penalty: 65304.742188
Iteration 258Q: 31 clusters Score -5.442472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204451 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62452 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424724.000000 Penalty: 65304.742188
Iteration 259Q: 31 clusters Score -5.442472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204454 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424720.000000 Penalty: 65304.742188
Iteration 260F: 31 clusters Score -5.442472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 158614 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62454 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424716.000000 Penalty: 65304.742188
Iteration 261Q: 31 clusters Score -5.442472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158615 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204452 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424708.000000 Penalty: 65304.742188
Iteration 262Q: 31 clusters Score -5.442471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204452 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13662 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424716.000000 Penalty: 65304.742188
Iteration 263Q: 31 clusters Score -5.442472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204452 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13661 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 264Q: 31 clusters Score -5.44247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 265Q: 31 clusters Score -5.44247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424700.000000 Penalty: 65304.742188
Iteration 266F: 31 clusters Score -5.44247e+07 nChanged 0
Entering ConstructFrom: 
Score: -54424700.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -256030.421875 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -256030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -253256.265625 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -253256.3 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -253990.859375 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -253990.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -254233.281250 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -254233.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -254466.859375 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -254466.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -254658.375000 Penalty: 2622.230957
	Iteration 4F: 3 clusters Score -254658.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -254823.953125 Penalty: 2622.230957
	Iteration 5F: 3 clusters Score -254824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -254945.750000 Penalty: 2622.230957
	Iteration 6Q: 3 clusters Score -254945.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -255030.687500 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -255030.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -255101.140625 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -255101.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -255151.671875 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -255151.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -255180.718750 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -255180.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -255198.125000 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -255198.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -255209.531250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -255209.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -255215.875000 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -255215.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -255222.281250 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -255222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -255227.812500 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -255227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -255231.890625 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -255231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -255237.546875 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -255237.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255241.000000 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -255241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255243.500000 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -255243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -255245.984375 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -255246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -255247.312500 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -255247.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -255248.281250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -255248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -255249.734375 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -255249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -255250.375000 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -255250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -255251.312500 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -255251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -255252.390625 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -255252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -255253.859375 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -255253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -255254.468750 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -255254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -255255.375000 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -255255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -255256.296875 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -255256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -255256.015625 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -255256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -255257.281250 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -255257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -255257.171875 Penalty: 2622.230957
	Iteration 33Q: 3 clusters Score -255257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -255257.171875 Penalty: 2622.230957
	Iteration 34F: 3 clusters Score -255257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Entering Unmasked Estep 
Score: -1035398.875000 Penalty: 1531.163452
	Iteration 0F: 2 clusters Score -1035399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1026754.812500 Penalty: 3062.326904
	Iteration 0F: 3 clusters Score -1026755 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1029747.812500 Penalty: 3062.326904
	Iteration 1F: 3 clusters Score -1029748 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1030238.187500 Penalty: 3062.326904
	Iteration 2F: 3 clusters Score -1030238 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1030804.125000 Penalty: 3062.326904
	Iteration 3F: 3 clusters Score -1030804 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1031353.187500 Penalty: 3062.326904
	Iteration 4F: 3 clusters Score -1031353 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1031882.250000 Penalty: 3062.326904
	Iteration 5F: 3 clusters Score -1031882 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1032344.562500 Penalty: 3062.326904
	Iteration 6F: 3 clusters Score -1032345 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1032699.250000 Penalty: 3062.326904
	Iteration 7Q: 3 clusters Score -1032699 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1033007.312500 Penalty: 3062.326904
	Iteration 8Q: 3 clusters Score -1033007 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1033269.187500 Penalty: 3062.326904
	Iteration 9Q: 3 clusters Score -1033269 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1033492.625000 Penalty: 3062.326904
	Iteration 10Q: 3 clusters Score -1033493 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1033689.687500 Penalty: 3062.326904
	Iteration 11Q: 3 clusters Score -1033690 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1033817.437500 Penalty: 3062.326904
	Iteration 12Q: 3 clusters Score -1033817 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1033921.437500 Penalty: 3062.326904
	Iteration 13Q: 3 clusters Score -1033921 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1034000.375000 Penalty: 3062.326904
	Iteration 14Q: 3 clusters Score -1034000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1034058.875000 Penalty: 3062.326904
	Iteration 15Q: 3 clusters Score -1034059 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1034100.437500 Penalty: 3062.326904
	Iteration 16Q: 3 clusters Score -1034100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1034119.875000 Penalty: 3062.326904
	Iteration 17Q: 3 clusters Score -1034120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1034144.000000 Penalty: 3062.326904
	Iteration 18Q: 3 clusters Score -1034144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1034159.875000 Penalty: 3062.326904
	Iteration 19Q: 3 clusters Score -1034160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1034172.125000 Penalty: 3062.326904
	Iteration 20F: 3 clusters Score -1034172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1034182.687500 Penalty: 3062.326904
	Iteration 21Q: 3 clusters Score -1034183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1034191.125000 Penalty: 3062.326904
	Iteration 22Q: 3 clusters Score -1034191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1034195.375000 Penalty: 3062.326904
	Iteration 23Q: 3 clusters Score -1034195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1034200.812500 Penalty: 3062.326904
	Iteration 24Q: 3 clusters Score -1034201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1034206.187500 Penalty: 3062.326904
	Iteration 25Q: 3 clusters Score -1034206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1034212.312500 Penalty: 3062.326904
	Iteration 26Q: 3 clusters Score -1034212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1034215.937500 Penalty: 3062.326904
	Iteration 27Q: 3 clusters Score -1034216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1034217.875000 Penalty: 3062.326904
	Iteration 28Q: 3 clusters Score -1034218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1034217.125000 Penalty: 3062.326904
	Iteration 29Q: 3 clusters Score -1034217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1034217.937500 Penalty: 3062.326904
	Iteration 30Q: 3 clusters Score -1034218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1034222.437500 Penalty: 3062.326904
	Iteration 31Q: 3 clusters Score -1034222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1034222.625000 Penalty: 3062.326904
	Iteration 32Q: 3 clusters Score -1034223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1034222.875000 Penalty: 3062.326904
	Iteration 33Q: 3 clusters Score -1034223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1034228.750000 Penalty: 3062.326904
	Iteration 34Q: 3 clusters Score -1034229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1034234.250000 Penalty: 3062.326904
	Iteration 35Q: 3 clusters Score -1034234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1034238.250000 Penalty: 3062.326904
	Iteration 36Q: 3 clusters Score -1034238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1034242.812500 Penalty: 3062.326904
	Iteration 37Q: 3 clusters Score -1034243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1034243.250000 Penalty: 3062.326904
	Iteration 38Q: 3 clusters Score -1034243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1034243.250000 Penalty: 3062.326904
	Iteration 39F: 3 clusters Score -1034243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Entering Unmasked Estep 
Score: -1071111.250000 Penalty: 1546.933105
	Iteration 0F: 2 clusters Score -1071111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1061638.875000 Penalty: 3093.866211
	Iteration 0F: 3 clusters Score -1061639 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1065002.250000 Penalty: 3093.866211
	Iteration 1F: 3 clusters Score -1065002 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1065430.375000 Penalty: 3093.866211
	Iteration 2F: 3 clusters Score -1065430 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1065859.875000 Penalty: 3093.866211
	Iteration 3F: 3 clusters Score -1065860 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1066270.000000 Penalty: 3093.866211
	Iteration 4F: 3 clusters Score -1066270 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1066703.125000 Penalty: 3093.866211
	Iteration 5F: 3 clusters Score -1066703 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1067161.250000 Penalty: 3093.866211
	Iteration 6F: 3 clusters Score -1067161 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1067632.875000 Penalty: 3093.866211
	Iteration 7F: 3 clusters Score -1067633 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1068099.500000 Penalty: 3093.866211
	Iteration 8Q: 3 clusters Score -1068100 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1068525.000000 Penalty: 3093.866211
	Iteration 9Q: 3 clusters Score -1068525 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1068898.375000 Penalty: 3093.866211
	Iteration 10Q: 3 clusters Score -1068898 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1069205.250000 Penalty: 3093.866211
	Iteration 11Q: 3 clusters Score -1069205 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1069418.250000 Penalty: 3093.866211
	Iteration 12Q: 3 clusters Score -1069418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1069565.375000 Penalty: 3093.866211
	Iteration 13Q: 3 clusters Score -1069565 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1069676.750000 Penalty: 3093.866211
	Iteration 14Q: 3 clusters Score -1069677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1069763.375000 Penalty: 3093.866211
	Iteration 15Q: 3 clusters Score -1069763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1069836.875000 Penalty: 3093.866211
	Iteration 16Q: 3 clusters Score -1069837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1069879.625000 Penalty: 3093.866211
	Iteration 17Q: 3 clusters Score -1069880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1069909.500000 Penalty: 3093.866211
	Iteration 18Q: 3 clusters Score -1069910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1069921.125000 Penalty: 3093.866211
	Iteration 19Q: 3 clusters Score -1069921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1069935.250000 Penalty: 3093.866211
	Iteration 20F: 3 clusters Score -1069935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1069948.500000 Penalty: 3093.866211
	Iteration 21Q: 3 clusters Score -1069948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1069961.250000 Penalty: 3093.866211
	Iteration 22Q: 3 clusters Score -1069961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1069973.500000 Penalty: 3093.866211
	Iteration 23Q: 3 clusters Score -1069974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1069983.375000 Penalty: 3093.866211
	Iteration 24Q: 3 clusters Score -1069983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1069989.375000 Penalty: 3093.866211
	Iteration 25Q: 3 clusters Score -1069989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1069992.125000 Penalty: 3093.866211
	Iteration 26Q: 3 clusters Score -1069992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1070002.625000 Penalty: 3093.866211
	Iteration 27Q: 3 clusters Score -1070003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1070004.625000 Penalty: 3093.866211
	Iteration 28Q: 3 clusters Score -1070005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1070009.250000 Penalty: 3093.866211
	Iteration 29Q: 3 clusters Score -1070009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1070010.125000 Penalty: 3093.866211
	Iteration 30Q: 3 clusters Score -1070010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1070014.125000 Penalty: 3093.866211
	Iteration 31Q: 3 clusters Score -1070014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1070020.375000 Penalty: 3093.866211
	Iteration 32Q: 3 clusters Score -1070020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1070022.750000 Penalty: 3093.866211
	Iteration 33Q: 3 clusters Score -1070023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1070024.125000 Penalty: 3093.866211
	Iteration 34Q: 3 clusters Score -1070024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1070025.125000 Penalty: 3093.866211
	Iteration 35Q: 3 clusters Score -1070025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1070026.000000 Penalty: 3093.866211
	Iteration 36Q: 3 clusters Score -1070026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1070026.375000 Penalty: 3093.866211
	Iteration 37Q: 3 clusters Score -1070026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1070031.000000 Penalty: 3093.866211
	Iteration 38Q: 3 clusters Score -1070031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1070030.750000 Penalty: 3093.866211
	Iteration 39Q: 3 clusters Score -1070031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1070032.875000 Penalty: 3093.866211
	Iteration 40F: 3 clusters Score -1070033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1070034.625000 Penalty: 3093.866211
	Iteration 41Q: 3 clusters Score -1070035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070036.125000 Penalty: 3093.866211
	Iteration 42Q: 3 clusters Score -1070036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070036.875000 Penalty: 3093.866211
	Iteration 43Q: 3 clusters Score -1070037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070038.375000 Penalty: 3093.866211
	Iteration 44Q: 3 clusters Score -1070038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1070038.125000 Penalty: 3093.866211
	Iteration 45Q: 3 clusters Score -1070038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070038.375000 Penalty: 3093.866211
	Iteration 46Q: 3 clusters Score -1070038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070039.250000 Penalty: 3093.866211
	Iteration 47Q: 3 clusters Score -1070039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1070039.250000 Penalty: 3093.866211
	Iteration 48F: 3 clusters Score -1070039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -572916.187500 Penalty: 1433.723022
	Iteration 0F: 2 clusters Score -572916.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -567785.937500 Penalty: 2867.446045
	Iteration 0F: 3 clusters Score -567785.9 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -569460.625000 Penalty: 2867.446045
	Iteration 1F: 3 clusters Score -569460.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -569839.750000 Penalty: 2867.446045
	Iteration 2F: 3 clusters Score -569839.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -570195.000000 Penalty: 2867.446045
	Iteration 3F: 3 clusters Score -570195 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -570477.500000 Penalty: 2867.446045
	Iteration 4F: 3 clusters Score -570477.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -570669.062500 Penalty: 2867.446045
	Iteration 5F: 3 clusters Score -570669.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -570808.312500 Penalty: 2867.446045
	Iteration 6Q: 3 clusters Score -570808.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -570920.125000 Penalty: 2867.446045
	Iteration 7Q: 3 clusters Score -570920.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -571012.187500 Penalty: 2867.446045
	Iteration 8Q: 3 clusters Score -571012.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -571111.062500 Penalty: 2867.446045
	Iteration 9Q: 3 clusters Score -571111.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -571216.187500 Penalty: 2867.446045
	Iteration 10Q: 3 clusters Score -571216.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -571316.312500 Penalty: 2867.446045
	Iteration 11Q: 3 clusters Score -571316.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -571407.312500 Penalty: 2867.446045
	Iteration 12Q: 3 clusters Score -571407.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -571488.187500 Penalty: 2867.446045
	Iteration 13Q: 3 clusters Score -571488.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -571566.625000 Penalty: 2867.446045
	Iteration 14Q: 3 clusters Score -571566.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -571636.937500 Penalty: 2867.446045
	Iteration 15Q: 3 clusters Score -571636.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -571706.500000 Penalty: 2867.446045
	Iteration 16Q: 3 clusters Score -571706.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -571781.125000 Penalty: 2867.446045
	Iteration 17Q: 3 clusters Score -571781.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -571839.312500 Penalty: 2867.446045
	Iteration 18Q: 3 clusters Score -571839.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -571879.125000 Penalty: 2867.446045
	Iteration 19Q: 3 clusters Score -571879.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -571918.187500 Penalty: 2867.446045
	Iteration 20F: 3 clusters Score -571918.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -571944.312500 Penalty: 2867.446045
	Iteration 21Q: 3 clusters Score -571944.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -571976.875000 Penalty: 2867.446045
	Iteration 22Q: 3 clusters Score -571976.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -571994.250000 Penalty: 2867.446045
	Iteration 23Q: 3 clusters Score -571994.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -572007.250000 Penalty: 2867.446045
	Iteration 24Q: 3 clusters Score -572007.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -572018.062500 Penalty: 2867.446045
	Iteration 25Q: 3 clusters Score -572018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -572025.812500 Penalty: 2867.446045
	Iteration 26Q: 3 clusters Score -572025.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -572032.000000 Penalty: 2867.446045
	Iteration 27Q: 3 clusters Score -572032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -572036.812500 Penalty: 2867.446045
	Iteration 28Q: 3 clusters Score -572036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -572040.437500 Penalty: 2867.446045
	Iteration 29Q: 3 clusters Score -572040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -572040.812500 Penalty: 2867.446045
	Iteration 30Q: 3 clusters Score -572040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -572041.250000 Penalty: 2867.446045
	Iteration 31Q: 3 clusters Score -572041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -572043.625000 Penalty: 2867.446045
	Iteration 32Q: 3 clusters Score -572043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -572045.125000 Penalty: 2867.446045
	Iteration 33Q: 3 clusters Score -572045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -572045.937500 Penalty: 2867.446045
	Iteration 34Q: 3 clusters Score -572045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -572049.375000 Penalty: 2867.446045
	Iteration 35Q: 3 clusters Score -572049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -572050.062500 Penalty: 2867.446045
	Iteration 36Q: 3 clusters Score -572050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -572050.062500 Penalty: 2867.446045
	Iteration 37F: 3 clusters Score -572050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -419791.281250 Penalty: 1387.580200
	Iteration 0F: 2 clusters Score -419791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -415671.562500 Penalty: 2775.160400
	Iteration 0F: 3 clusters Score -415671.6 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -416830.843750 Penalty: 2775.160400
	Iteration 1F: 3 clusters Score -416830.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -417035.937500 Penalty: 2775.160400
	Iteration 2F: 3 clusters Score -417035.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -417189.843750 Penalty: 2775.160400
	Iteration 3F: 3 clusters Score -417189.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -417309.750000 Penalty: 2775.160400
	Iteration 4Q: 3 clusters Score -417309.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -417409.375000 Penalty: 2775.160400
	Iteration 5Q: 3 clusters Score -417409.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -417485.312500 Penalty: 2775.160400
	Iteration 6Q: 3 clusters Score -417485.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -417548.187500 Penalty: 2775.160400
	Iteration 7Q: 3 clusters Score -417548.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -417604.156250 Penalty: 2775.160400
	Iteration 8Q: 3 clusters Score -417604.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -417662.187500 Penalty: 2775.160400
	Iteration 9Q: 3 clusters Score -417662.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -417718.531250 Penalty: 2775.160400
	Iteration 10Q: 3 clusters Score -417718.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -417780.968750 Penalty: 2775.160400
	Iteration 11Q: 3 clusters Score -417781 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -417850.312500 Penalty: 2775.160400
	Iteration 12Q: 3 clusters Score -417850.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -417923.218750 Penalty: 2775.160400
	Iteration 13Q: 3 clusters Score -417923.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -418005.656250 Penalty: 2775.160400
	Iteration 14Q: 3 clusters Score -418005.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -418074.562500 Penalty: 2775.160400
	Iteration 15Q: 3 clusters Score -418074.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -418144.593750 Penalty: 2775.160400
	Iteration 16Q: 3 clusters Score -418144.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -418206.875000 Penalty: 2775.160400
	Iteration 17Q: 3 clusters Score -418206.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -418270.031250 Penalty: 2775.160400
	Iteration 18Q: 3 clusters Score -418270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -418314.531250 Penalty: 2775.160400
	Iteration 19Q: 3 clusters Score -418314.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -418345.343750 Penalty: 2775.160400
	Iteration 20F: 3 clusters Score -418345.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -418372.156250 Penalty: 2775.160400
	Iteration 21Q: 3 clusters Score -418372.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -418399.687500 Penalty: 2775.160400
	Iteration 22Q: 3 clusters Score -418399.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -418421.531250 Penalty: 2775.160400
	Iteration 23Q: 3 clusters Score -418421.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -418440.937500 Penalty: 2775.160400
	Iteration 24Q: 3 clusters Score -418440.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -418456.937500 Penalty: 2775.160400
	Iteration 25Q: 3 clusters Score -418456.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -418475.812500 Penalty: 2775.160400
	Iteration 26Q: 3 clusters Score -418475.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -418494.281250 Penalty: 2775.160400
	Iteration 27Q: 3 clusters Score -418494.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -418509.375000 Penalty: 2775.160400
	Iteration 28Q: 3 clusters Score -418509.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -418522.687500 Penalty: 2775.160400
	Iteration 29Q: 3 clusters Score -418522.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -418535.843750 Penalty: 2775.160400
	Iteration 30Q: 3 clusters Score -418535.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -418545.062500 Penalty: 2775.160400
	Iteration 31Q: 3 clusters Score -418545.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -418561.781250 Penalty: 2775.160400
	Iteration 32Q: 3 clusters Score -418561.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -418580.062500 Penalty: 2775.160400
	Iteration 33Q: 3 clusters Score -418580.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -418605.593750 Penalty: 2775.160400
	Iteration 34Q: 3 clusters Score -418605.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -418634.125000 Penalty: 2775.160400
	Iteration 35Q: 3 clusters Score -418634.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -418656.937500 Penalty: 2775.160400
	Iteration 36Q: 3 clusters Score -418656.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -418689.968750 Penalty: 2775.160400
	Iteration 37Q: 3 clusters Score -418690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -418717.093750 Penalty: 2775.160400
	Iteration 38Q: 3 clusters Score -418717.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -418743.562500 Penalty: 2775.160400
	Iteration 39Q: 3 clusters Score -418743.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -418773.625000 Penalty: 2775.160400
	Iteration 40F: 3 clusters Score -418773.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -418794.093750 Penalty: 2775.160400
	Iteration 41Q: 3 clusters Score -418794.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -418820.437500 Penalty: 2775.160400
	Iteration 42Q: 3 clusters Score -418820.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -418879.281250 Penalty: 2775.160400
	Iteration 43Q: 3 clusters Score -418879.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -418932.937500 Penalty: 2775.160400
	Iteration 44Q: 3 clusters Score -418932.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -418975.562500 Penalty: 2775.160400
	Iteration 45Q: 3 clusters Score -418975.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -419002.500000 Penalty: 2775.160400
	Iteration 46Q: 3 clusters Score -419002.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -419021.625000 Penalty: 2775.160400
	Iteration 47Q: 3 clusters Score -419021.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -419036.843750 Penalty: 2775.160400
	Iteration 48Q: 3 clusters Score -419036.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -419048.843750 Penalty: 2775.160400
	Iteration 49Q: 3 clusters Score -419048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -419061.031250 Penalty: 2775.160400
	Iteration 50Q: 3 clusters Score -419061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -419068.562500 Penalty: 2775.160400
	Iteration 51Q: 3 clusters Score -419068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -419071.906250 Penalty: 2775.160400
	Iteration 52Q: 3 clusters Score -419071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -419073.718750 Penalty: 2775.160400
	Iteration 53Q: 3 clusters Score -419073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -419075.781250 Penalty: 2775.160400
	Iteration 54Q: 3 clusters Score -419075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -419078.281250 Penalty: 2775.160400
	Iteration 55Q: 3 clusters Score -419078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -419079.125000 Penalty: 2775.160400
	Iteration 56Q: 3 clusters Score -419079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -419079.625000 Penalty: 2775.160400
	Iteration 57Q: 3 clusters Score -419079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -419079.718750 Penalty: 2775.160400
	Iteration 58Q: 3 clusters Score -419079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -419079.718750 Penalty: 2775.160400
	Iteration 59F: 3 clusters Score -419079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158616 members 
Entering Unmasked Estep 
Score: -13710096.000000 Penalty: 1945.814209
	Iteration 0F: 2 clusters Score -1.37101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -13603851.000000 Penalty: 3891.628418
	Iteration 0F: 3 clusters Score -1.360385e+07 nChanged 76636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -13649165.000000 Penalty: 3891.628418
	Iteration 1F: 3 clusters Score -1.364916e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -13651049.000000 Penalty: 3891.628418
	Iteration 2Q: 3 clusters Score -1.365105e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -13654586.000000 Penalty: 3891.628418
	Iteration 3Q: 3 clusters Score -1.365459e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -13660497.000000 Penalty: 3891.628418
	Iteration 4F: 3 clusters Score -1.36605e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -13669287.000000 Penalty: 3891.628418
	Iteration 5F: 3 clusters Score -1.366929e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -13679641.000000 Penalty: 3891.628418
	Iteration 6F: 3 clusters Score -1.367964e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 137386 members 
Entering Unmasked Estep 
Score: -13689720.000000 Penalty: 3891.628418
	Iteration 7F: 3 clusters Score -1.368972e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -13697748.000000 Penalty: 3891.628418
	Iteration 8F: 3 clusters Score -1.369775e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -13703224.000000 Penalty: 3891.628418
	Iteration 9Q: 3 clusters Score -1.370322e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 156022 members 
Entering Unmasked Estep 
Score: -13706228.000000 Penalty: 3891.628418
	Iteration 10Q: 3 clusters Score -1.370623e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 157496 members 
Entering Unmasked Estep 
Score: -13707583.000000 Penalty: 3891.628418
	Iteration 11Q: 3 clusters Score -1.370758e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -13708027.000000 Penalty: 3891.628418
	Iteration 12Q: 3 clusters Score -1.370803e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -13708183.000000 Penalty: 3891.628418
	Iteration 13Q: 3 clusters Score -1.370818e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -13708269.000000 Penalty: 3891.628418
	Iteration 14Q: 3 clusters Score -1.370827e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 158295 members 
Entering Unmasked Estep 
Score: -13708302.000000 Penalty: 3891.628418
	Iteration 15Q: 3 clusters Score -1.37083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 158314 members 
Entering Unmasked Estep 
Score: -13708323.000000 Penalty: 3891.628418
	Iteration 16Q: 3 clusters Score -1.370832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -13708352.000000 Penalty: 3891.628418
	Iteration 17Q: 3 clusters Score -1.370835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 158327 members 
Entering Unmasked Estep 
Score: -13708371.000000 Penalty: 3891.628418
	Iteration 18Q: 3 clusters Score -1.370837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -13708378.000000 Penalty: 3891.628418
	Iteration 19Q: 3 clusters Score -1.370838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -13708395.000000 Penalty: 3891.628418
	Iteration 20F: 3 clusters Score -1.37084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -13708397.000000 Penalty: 3891.628418
	Iteration 21Q: 3 clusters Score -1.37084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -13708410.000000 Penalty: 3891.628418
	Iteration 22Q: 3 clusters Score -1.370841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -13708408.000000 Penalty: 3891.628418
	Iteration 23Q: 3 clusters Score -1.370841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 158343 members 
Entering Unmasked Estep 
Score: -13708412.000000 Penalty: 3891.628418
	Iteration 24Q: 3 clusters Score -1.370841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -13708403.000000 Penalty: 3891.628418
	Iteration 25Q: 3 clusters Score -1.37084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -13708403.000000 Penalty: 3891.628418
	Iteration 26F: 3 clusters Score -1.37084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -472245.625000 Penalty: 1401.645264
	Iteration 0F: 2 clusters Score -472245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -467819.281250 Penalty: 2803.290527
	Iteration 0F: 3 clusters Score -467819.3 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -469062.468750 Penalty: 2803.290527
	Iteration 1F: 3 clusters Score -469062.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -469293.781250 Penalty: 2803.290527
	Iteration 2F: 3 clusters Score -469293.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469486.625000 Penalty: 2803.290527
	Iteration 3F: 3 clusters Score -469486.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -469634.718750 Penalty: 2803.290527
	Iteration 4Q: 3 clusters Score -469634.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -469784.875000 Penalty: 2803.290527
	Iteration 5Q: 3 clusters Score -469784.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -469947.437500 Penalty: 2803.290527
	Iteration 6Q: 3 clusters Score -469947.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -470139.968750 Penalty: 2803.290527
	Iteration 7Q: 3 clusters Score -470140 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -470338.406250 Penalty: 2803.290527
	Iteration 8Q: 3 clusters Score -470338.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -470515.218750 Penalty: 2803.290527
	Iteration 9Q: 3 clusters Score -470515.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -470701.937500 Penalty: 2803.290527
	Iteration 10Q: 3 clusters Score -470701.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -470803.750000 Penalty: 2803.290527
	Iteration 11Q: 3 clusters Score -470803.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -470863.406250 Penalty: 2803.290527
	Iteration 12Q: 3 clusters Score -470863.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -470918.468750 Penalty: 2803.290527
	Iteration 13Q: 3 clusters Score -470918.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -470961.062500 Penalty: 2803.290527
	Iteration 14Q: 3 clusters Score -470961.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -470993.468750 Penalty: 2803.290527
	Iteration 15Q: 3 clusters Score -470993.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -471011.312500 Penalty: 2803.290527
	Iteration 16Q: 3 clusters Score -471011.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -471027.093750 Penalty: 2803.290527
	Iteration 17Q: 3 clusters Score -471027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -471035.500000 Penalty: 2803.290527
	Iteration 18Q: 3 clusters Score -471035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -471041.218750 Penalty: 2803.290527
	Iteration 19Q: 3 clusters Score -471041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -471047.218750 Penalty: 2803.290527
	Iteration 20F: 3 clusters Score -471047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -471050.093750 Penalty: 2803.290527
	Iteration 21Q: 3 clusters Score -471050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -471053.312500 Penalty: 2803.290527
	Iteration 22Q: 3 clusters Score -471053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -471055.562500 Penalty: 2803.290527
	Iteration 23Q: 3 clusters Score -471055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -471058.187500 Penalty: 2803.290527
	Iteration 24Q: 3 clusters Score -471058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -471060.718750 Penalty: 2803.290527
	Iteration 25Q: 3 clusters Score -471060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -471064.218750 Penalty: 2803.290527
	Iteration 26Q: 3 clusters Score -471064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -471064.218750 Penalty: 2803.290527
	Iteration 27F: 3 clusters Score -471064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -1672770.125000 Penalty: 1605.127563
	Iteration 0F: 2 clusters Score -1672770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1659568.750000 Penalty: 3210.255127
	Iteration 0F: 3 clusters Score -1659569 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1664330.750000 Penalty: 3210.255127
	Iteration 1F: 3 clusters Score -1664331 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1664710.000000 Penalty: 3210.255127
	Iteration 2F: 3 clusters Score -1664710 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1665064.750000 Penalty: 3210.255127
	Iteration 3Q: 3 clusters Score -1665065 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1665396.250000 Penalty: 3210.255127
	Iteration 4Q: 3 clusters Score -1665396 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1665730.375000 Penalty: 3210.255127
	Iteration 5Q: 3 clusters Score -1665730 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1666128.250000 Penalty: 3210.255127
	Iteration 6Q: 3 clusters Score -1666128 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1666634.875000 Penalty: 3210.255127
	Iteration 7Q: 3 clusters Score -1666635 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1667251.250000 Penalty: 3210.255127
	Iteration 8Q: 3 clusters Score -1667251 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1667898.625000 Penalty: 3210.255127
	Iteration 9Q: 3 clusters Score -1667899 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1668565.625000 Penalty: 3210.255127
	Iteration 10Q: 3 clusters Score -1668566 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1669030.125000 Penalty: 3210.255127
	Iteration 11Q: 3 clusters Score -1669030 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1669343.875000 Penalty: 3210.255127
	Iteration 12Q: 3 clusters Score -1669344 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1669595.500000 Penalty: 3210.255127
	Iteration 13Q: 3 clusters Score -1669596 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1669815.750000 Penalty: 3210.255127
	Iteration 14Q: 3 clusters Score -1669816 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1669987.125000 Penalty: 3210.255127
	Iteration 15Q: 3 clusters Score -1669987 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1670126.875000 Penalty: 3210.255127
	Iteration 16Q: 3 clusters Score -1670127 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1670269.125000 Penalty: 3210.255127
	Iteration 17Q: 3 clusters Score -1670269 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1670393.250000 Penalty: 3210.255127
	Iteration 18Q: 3 clusters Score -1670393 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1670501.625000 Penalty: 3210.255127
	Iteration 19Q: 3 clusters Score -1670502 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1670581.000000 Penalty: 3210.255127
	Iteration 20F: 3 clusters Score -1670581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1670660.250000 Penalty: 3210.255127
	Iteration 21Q: 3 clusters Score -1670660 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1670736.500000 Penalty: 3210.255127
	Iteration 22Q: 3 clusters Score -1670736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1670795.250000 Penalty: 3210.255127
	Iteration 23Q: 3 clusters Score -1670795 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1670856.125000 Penalty: 3210.255127
	Iteration 24Q: 3 clusters Score -1670856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1670929.625000 Penalty: 3210.255127
	Iteration 25Q: 3 clusters Score -1670930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1670998.875000 Penalty: 3210.255127
	Iteration 26Q: 3 clusters Score -1670999 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1671071.375000 Penalty: 3210.255127
	Iteration 27Q: 3 clusters Score -1671071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1671130.250000 Penalty: 3210.255127
	Iteration 28Q: 3 clusters Score -1671130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1671181.500000 Penalty: 3210.255127
	Iteration 29Q: 3 clusters Score -1671182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1671225.500000 Penalty: 3210.255127
	Iteration 30Q: 3 clusters Score -1671226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1671280.250000 Penalty: 3210.255127
	Iteration 31Q: 3 clusters Score -1671280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1671326.750000 Penalty: 3210.255127
	Iteration 32Q: 3 clusters Score -1671327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1671369.000000 Penalty: 3210.255127
	Iteration 33Q: 3 clusters Score -1671369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1671422.625000 Penalty: 3210.255127
	Iteration 34Q: 3 clusters Score -1671423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1671468.375000 Penalty: 3210.255127
	Iteration 35Q: 3 clusters Score -1671468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1671527.250000 Penalty: 3210.255127
	Iteration 36Q: 3 clusters Score -1671527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1671575.625000 Penalty: 3210.255127
	Iteration 37Q: 3 clusters Score -1671576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1671610.000000 Penalty: 3210.255127
	Iteration 38Q: 3 clusters Score -1671610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1671630.750000 Penalty: 3210.255127
	Iteration 39Q: 3 clusters Score -1671631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1671640.125000 Penalty: 3210.255127
	Iteration 40F: 3 clusters Score -1671640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1671650.625000 Penalty: 3210.255127
	Iteration 41Q: 3 clusters Score -1671651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1671652.875000 Penalty: 3210.255127
	Iteration 42Q: 3 clusters Score -1671653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1671659.625000 Penalty: 3210.255127
	Iteration 43Q: 3 clusters Score -1671660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1671663.500000 Penalty: 3210.255127
	Iteration 44Q: 3 clusters Score -1671664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1671672.500000 Penalty: 3210.255127
	Iteration 45Q: 3 clusters Score -1671672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1671674.625000 Penalty: 3210.255127
	Iteration 46Q: 3 clusters Score -1671675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1671681.375000 Penalty: 3210.255127
	Iteration 47Q: 3 clusters Score -1671681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1671692.375000 Penalty: 3210.255127
	Iteration 48Q: 3 clusters Score -1671692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1671693.750000 Penalty: 3210.255127
	Iteration 49Q: 3 clusters Score -1671694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1671705.250000 Penalty: 3210.255127
	Iteration 50Q: 3 clusters Score -1671705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1671705.375000 Penalty: 3210.255127
	Iteration 51Q: 3 clusters Score -1671705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1671708.500000 Penalty: 3210.255127
	Iteration 52Q: 3 clusters Score -1671708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1671711.750000 Penalty: 3210.255127
	Iteration 53Q: 3 clusters Score -1671712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -1671710.500000 Penalty: 3210.255127
	Iteration 54Q: 3 clusters Score -1671710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1671712.625000 Penalty: 3210.255127
	Iteration 55Q: 3 clusters Score -1671713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1671714.750000 Penalty: 3210.255127
	Iteration 56Q: 3 clusters Score -1671715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1671714.750000 Penalty: 3210.255127
	Iteration 57F: 3 clusters Score -1671715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -568993.125000 Penalty: 1435.674316
	Iteration 0F: 2 clusters Score -568993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -563801.500000 Penalty: 2871.348633
	Iteration 0F: 3 clusters Score -563801.5 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -565364.812500 Penalty: 2871.348633
	Iteration 1F: 3 clusters Score -565364.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -565610.687500 Penalty: 2871.348633
	Iteration 2F: 3 clusters Score -565610.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -565788.812500 Penalty: 2871.348633
	Iteration 3F: 3 clusters Score -565788.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -565941.000000 Penalty: 2871.348633
	Iteration 4Q: 3 clusters Score -565941 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -566073.187500 Penalty: 2871.348633
	Iteration 5Q: 3 clusters Score -566073.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -566192.187500 Penalty: 2871.348633
	Iteration 6Q: 3 clusters Score -566192.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -566305.125000 Penalty: 2871.348633
	Iteration 7Q: 3 clusters Score -566305.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -566413.875000 Penalty: 2871.348633
	Iteration 8Q: 3 clusters Score -566413.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -566513.437500 Penalty: 2871.348633
	Iteration 9Q: 3 clusters Score -566513.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -566613.312500 Penalty: 2871.348633
	Iteration 10Q: 3 clusters Score -566613.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -566705.562500 Penalty: 2871.348633
	Iteration 11Q: 3 clusters Score -566705.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -566778.250000 Penalty: 2871.348633
	Iteration 12Q: 3 clusters Score -566778.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -566854.562500 Penalty: 2871.348633
	Iteration 13Q: 3 clusters Score -566854.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -566920.625000 Penalty: 2871.348633
	Iteration 14Q: 3 clusters Score -566920.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -566989.812500 Penalty: 2871.348633
	Iteration 15Q: 3 clusters Score -566989.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -567077.250000 Penalty: 2871.348633
	Iteration 16Q: 3 clusters Score -567077.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -567159.375000 Penalty: 2871.348633
	Iteration 17Q: 3 clusters Score -567159.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -567221.187500 Penalty: 2871.348633
	Iteration 18Q: 3 clusters Score -567221.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -567268.375000 Penalty: 2871.348633
	Iteration 19Q: 3 clusters Score -567268.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -567304.187500 Penalty: 2871.348633
	Iteration 20F: 3 clusters Score -567304.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -567340.500000 Penalty: 2871.348633
	Iteration 21Q: 3 clusters Score -567340.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -567372.750000 Penalty: 2871.348633
	Iteration 22Q: 3 clusters Score -567372.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -567402.625000 Penalty: 2871.348633
	Iteration 23Q: 3 clusters Score -567402.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -567429.562500 Penalty: 2871.348633
	Iteration 24Q: 3 clusters Score -567429.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -567454.750000 Penalty: 2871.348633
	Iteration 25Q: 3 clusters Score -567454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -567468.125000 Penalty: 2871.348633
	Iteration 26Q: 3 clusters Score -567468.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -567483.125000 Penalty: 2871.348633
	Iteration 27Q: 3 clusters Score -567483.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -567497.437500 Penalty: 2871.348633
	Iteration 28Q: 3 clusters Score -567497.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -567510.187500 Penalty: 2871.348633
	Iteration 29Q: 3 clusters Score -567510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -567522.625000 Penalty: 2871.348633
	Iteration 30Q: 3 clusters Score -567522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -567533.937500 Penalty: 2871.348633
	Iteration 31Q: 3 clusters Score -567533.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -567542.875000 Penalty: 2871.348633
	Iteration 32Q: 3 clusters Score -567542.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -567550.375000 Penalty: 2871.348633
	Iteration 33Q: 3 clusters Score -567550.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -567558.312500 Penalty: 2871.348633
	Iteration 34Q: 3 clusters Score -567558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -567563.812500 Penalty: 2871.348633
	Iteration 35Q: 3 clusters Score -567563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -567569.625000 Penalty: 2871.348633
	Iteration 36Q: 3 clusters Score -567569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -567573.500000 Penalty: 2871.348633
	Iteration 37Q: 3 clusters Score -567573.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -567576.812500 Penalty: 2871.348633
	Iteration 38Q: 3 clusters Score -567576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -567581.312500 Penalty: 2871.348633
	Iteration 39Q: 3 clusters Score -567581.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -567584.187500 Penalty: 2871.348633
	Iteration 40F: 3 clusters Score -567584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -567588.062500 Penalty: 2871.348633
	Iteration 41Q: 3 clusters Score -567588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -567593.437500 Penalty: 2871.348633
	Iteration 42Q: 3 clusters Score -567593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -567599.437500 Penalty: 2871.348633
	Iteration 43Q: 3 clusters Score -567599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -567604.937500 Penalty: 2871.348633
	Iteration 44Q: 3 clusters Score -567604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -567613.062500 Penalty: 2871.348633
	Iteration 45Q: 3 clusters Score -567613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -567615.812500 Penalty: 2871.348633
	Iteration 46Q: 3 clusters Score -567615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -567618.875000 Penalty: 2871.348633
	Iteration 47Q: 3 clusters Score -567618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -567622.750000 Penalty: 2871.348633
	Iteration 48Q: 3 clusters Score -567622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -567626.062500 Penalty: 2871.348633
	Iteration 49Q: 3 clusters Score -567626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -567630.750000 Penalty: 2871.348633
	Iteration 50Q: 3 clusters Score -567630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -567635.687500 Penalty: 2871.348633
	Iteration 51Q: 3 clusters Score -567635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -567639.125000 Penalty: 2871.348633
	Iteration 52Q: 3 clusters Score -567639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -567643.312500 Penalty: 2871.348633
	Iteration 53Q: 3 clusters Score -567643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -567646.062500 Penalty: 2871.348633
	Iteration 54Q: 3 clusters Score -567646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -567648.687500 Penalty: 2871.348633
	Iteration 55Q: 3 clusters Score -567648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -567650.812500 Penalty: 2871.348633
	Iteration 56Q: 3 clusters Score -567650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -567653.000000 Penalty: 2871.348633
	Iteration 57Q: 3 clusters Score -567653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -567655.625000 Penalty: 2871.348633
	Iteration 58Q: 3 clusters Score -567655.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -567657.250000 Penalty: 2871.348633
	Iteration 59Q: 3 clusters Score -567657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -567661.250000 Penalty: 2871.348633
	Iteration 60F: 3 clusters Score -567661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -567663.250000 Penalty: 2871.348633
	Iteration 61Q: 3 clusters Score -567663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -567665.437500 Penalty: 2871.348633
	Iteration 62Q: 3 clusters Score -567665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -567666.937500 Penalty: 2871.348633
	Iteration 63Q: 3 clusters Score -567666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -567667.937500 Penalty: 2871.348633
	Iteration 64Q: 3 clusters Score -567667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -567668.375000 Penalty: 2871.348633
	Iteration 65Q: 3 clusters Score -567668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -567670.562500 Penalty: 2871.348633
	Iteration 66Q: 3 clusters Score -567670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -567672.687500 Penalty: 2871.348633
	Iteration 67Q: 3 clusters Score -567672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -567672.437500 Penalty: 2871.348633
	Iteration 68Q: 3 clusters Score -567672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -567673.125000 Penalty: 2871.348633
	Iteration 69Q: 3 clusters Score -567673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -567673.125000 Penalty: 2871.348633
	Iteration 70F: 3 clusters Score -567673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -410136.593750 Penalty: 1381.884644
	Iteration 0F: 2 clusters Score -410136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -406236.656250 Penalty: 2763.769287
	Iteration 0F: 3 clusters Score -406236.7 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -407431.000000 Penalty: 2763.769287
	Iteration 1F: 3 clusters Score -407431 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -407809.062500 Penalty: 2763.769287
	Iteration 2F: 3 clusters Score -407809.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -408186.312500 Penalty: 2763.769287
	Iteration 3F: 3 clusters Score -408186.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -408565.750000 Penalty: 2763.769287
	Iteration 4F: 3 clusters Score -408565.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -408866.125000 Penalty: 2763.769287
	Iteration 5F: 3 clusters Score -408866.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409027.156250 Penalty: 2763.769287
	Iteration 6F: 3 clusters Score -409027.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409107.500000 Penalty: 2763.769287
	Iteration 7Q: 3 clusters Score -409107.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -409151.656250 Penalty: 2763.769287
	Iteration 8Q: 3 clusters Score -409151.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -409174.531250 Penalty: 2763.769287
	Iteration 9Q: 3 clusters Score -409174.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -409189.625000 Penalty: 2763.769287
	Iteration 10Q: 3 clusters Score -409189.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -409207.312500 Penalty: 2763.769287
	Iteration 11Q: 3 clusters Score -409207.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409222.750000 Penalty: 2763.769287
	Iteration 12Q: 3 clusters Score -409222.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -409232.000000 Penalty: 2763.769287
	Iteration 13Q: 3 clusters Score -409232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -409238.062500 Penalty: 2763.769287
	Iteration 14Q: 3 clusters Score -409238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -409241.125000 Penalty: 2763.769287
	Iteration 15Q: 3 clusters Score -409241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -409242.875000 Penalty: 2763.769287
	Iteration 16Q: 3 clusters Score -409242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -409243.843750 Penalty: 2763.769287
	Iteration 17Q: 3 clusters Score -409243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -409244.531250 Penalty: 2763.769287
	Iteration 18Q: 3 clusters Score -409244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -409245.500000 Penalty: 2763.769287
	Iteration 19Q: 3 clusters Score -409245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -409244.375000 Penalty: 2763.769287
	Iteration 20F: 3 clusters Score -409244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -409244.625000 Penalty: 2763.769287
	Iteration 21Q: 3 clusters Score -409244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -409244.625000 Penalty: 2763.769287
	Iteration 22F: 3 clusters Score -409244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Entering Unmasked Estep 
Score: -17631488.000000 Penalty: 1987.065186
	Iteration 0F: 2 clusters Score -1.763149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -17494238.000000 Penalty: 3974.130371
	Iteration 0F: 3 clusters Score -1.749424e+07 nChanged 98779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97005 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -17552884.000000 Penalty: 3974.130371
	Iteration 1F: 3 clusters Score -1.755288e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -17554286.000000 Penalty: 3974.130371
	Iteration 2Q: 3 clusters Score -1.755429e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -17556410.000000 Penalty: 3974.130371
	Iteration 3Q: 3 clusters Score -1.755641e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -17559714.000000 Penalty: 3974.130371
	Iteration 4Q: 3 clusters Score -1.755971e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -17565074.000000 Penalty: 3974.130371
	Iteration 5Q: 3 clusters Score -1.756507e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -17574148.000000 Penalty: 3974.130371
	Iteration 6F: 3 clusters Score -1.757415e+07 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -17587724.000000 Penalty: 3974.130371
	Iteration 7F: 3 clusters Score -1.758772e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -17603618.000000 Penalty: 3974.130371
	Iteration 8F: 3 clusters Score -1.760362e+07 nChanged 13878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 189001 members 
Entering Unmasked Estep 
Score: -17616754.000000 Penalty: 3974.130371
	Iteration 9F: 3 clusters Score -1.761675e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 197321 members 
Entering Unmasked Estep 
Score: -17624138.000000 Penalty: 3974.130371
	Iteration 10Q: 3 clusters Score -1.762414e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 201222 members 
Entering Unmasked Estep 
Score: -17627512.000000 Penalty: 3974.130371
	Iteration 11Q: 3 clusters Score -1.762751e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 202831 members 
Entering Unmasked Estep 
Score: -17628702.000000 Penalty: 3974.130371
	Iteration 12Q: 3 clusters Score -1.76287e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 203477 members 
Entering Unmasked Estep 
Score: -17629228.000000 Penalty: 3974.130371
	Iteration 13Q: 3 clusters Score -1.762923e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 203753 members 
Entering Unmasked Estep 
Score: -17629460.000000 Penalty: 3974.130371
	Iteration 14Q: 3 clusters Score -1.762946e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 203881 members 
Entering Unmasked Estep 
Score: -17629604.000000 Penalty: 3974.130371
	Iteration 15Q: 3 clusters Score -1.76296e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 203965 members 
Entering Unmasked Estep 
Score: -17629686.000000 Penalty: 3974.130371
	Iteration 16Q: 3 clusters Score -1.762969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 204006 members 
Entering Unmasked Estep 
Score: -17629738.000000 Penalty: 3974.130371
	Iteration 17Q: 3 clusters Score -1.762974e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 204025 members 
Entering Unmasked Estep 
Score: -17629770.000000 Penalty: 3974.130371
	Iteration 18Q: 3 clusters Score -1.762977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -17629782.000000 Penalty: 3974.130371
	Iteration 19Q: 3 clusters Score -1.762978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 204051 members 
Entering Unmasked Estep 
Score: -17629812.000000 Penalty: 3974.130371
	Iteration 20F: 3 clusters Score -1.762981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 204062 members 
Entering Unmasked Estep 
Score: -17629814.000000 Penalty: 3974.130371
	Iteration 21Q: 3 clusters Score -1.762981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -17629826.000000 Penalty: 3974.130371
	Iteration 22Q: 3 clusters Score -1.762983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 204074 members 
Entering Unmasked Estep 
Score: -17629846.000000 Penalty: 3974.130371
	Iteration 23Q: 3 clusters Score -1.762985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 204079 members 
Entering Unmasked Estep 
Score: -17629852.000000 Penalty: 3974.130371
	Iteration 24Q: 3 clusters Score -1.762985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 204084 members 
Entering Unmasked Estep 
Score: -17629860.000000 Penalty: 3974.130371
	Iteration 25Q: 3 clusters Score -1.762986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 204089 members 
Entering Unmasked Estep 
Score: -17629858.000000 Penalty: 3974.130371
	Iteration 26Q: 3 clusters Score -1.762986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 204089 members 
Entering Unmasked Estep 
Score: -17629860.000000 Penalty: 3974.130371
	Iteration 27Q: 3 clusters Score -1.762986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 204092 members 
Entering Unmasked Estep 
Score: -17629864.000000 Penalty: 3974.130371
	Iteration 28Q: 3 clusters Score -1.762986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -17629870.000000 Penalty: 3974.130371
	Iteration 29Q: 3 clusters Score -1.762987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -17629870.000000 Penalty: 3974.130371
	Iteration 30Q: 3 clusters Score -1.762987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204095 members 
Entering Unmasked Estep 
Score: -17629864.000000 Penalty: 3974.130371
	Iteration 31Q: 3 clusters Score -1.762986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204095 members 
Entering Unmasked Estep 
Score: -17629872.000000 Penalty: 3974.130371
	Iteration 32Q: 3 clusters Score -1.762987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204096 members 
Entering Unmasked Estep 
Score: -17629874.000000 Penalty: 3974.130371
	Iteration 33Q: 3 clusters Score -1.762987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204097 members 
Entering Unmasked Estep 
Score: -17629872.000000 Penalty: 3974.130371
	Iteration 34Q: 3 clusters Score -1.762987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 204099 members 
Entering Unmasked Estep 
Score: -17629866.000000 Penalty: 3974.130371
	Iteration 35Q: 3 clusters Score -1.762987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 204099 members 
Entering Unmasked Estep 
Score: -17629866.000000 Penalty: 3974.130371
	Iteration 36F: 3 clusters Score -1.762987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -268455.218750 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -268455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265675.468750 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -265675.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -266395.250000 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -266395.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -266544.906250 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -266544.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -266649.531250 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -266649.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -266717.875000 Penalty: 2623.044434
	Iteration 4Q: 3 clusters Score -266717.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266773.687500 Penalty: 2623.044434
	Iteration 5Q: 3 clusters Score -266773.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -266812.562500 Penalty: 2623.044434
	Iteration 6Q: 3 clusters Score -266812.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -266841.062500 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -266841.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -266872.437500 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -266872.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -266899.500000 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -266899.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -266926.937500 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -266926.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -266955.437500 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -266955.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -266979.468750 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -266979.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267001.593750 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -267001.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -267026.187500 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -267026.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267054.281250 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -267054.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -267079.562500 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -267079.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267104.625000 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -267104.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -267131.312500 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -267131.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267151.156250 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -267151.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267168.500000 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -267168.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -267178.843750 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -267178.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -267186.531250 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -267186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -267197.437500 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -267197.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267208.156250 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -267208.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -267215.687500 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -267215.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -267221.250000 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -267221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -267225.375000 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -267225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -267229.937500 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -267229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -267234.562500 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -267234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -267240.218750 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -267240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -267245.031250 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -267245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -267251.437500 Penalty: 2623.044434
	Iteration 32Q: 3 clusters Score -267251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -267261.937500 Penalty: 2623.044434
	Iteration 33Q: 3 clusters Score -267261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -267271.781250 Penalty: 2623.044434
	Iteration 34Q: 3 clusters Score -267271.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -267276.062500 Penalty: 2623.044434
	Iteration 35Q: 3 clusters Score -267276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -267277.562500 Penalty: 2623.044434
	Iteration 36Q: 3 clusters Score -267277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -267279.718750 Penalty: 2623.044434
	Iteration 37Q: 3 clusters Score -267279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -267280.437500 Penalty: 2623.044434
	Iteration 38Q: 3 clusters Score -267280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -267281.343750 Penalty: 2623.044434
	Iteration 39Q: 3 clusters Score -267281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -267283.031250 Penalty: 2623.044434
	Iteration 40F: 3 clusters Score -267283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -267285.781250 Penalty: 2623.044434
	Iteration 41Q: 3 clusters Score -267285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -267285.906250 Penalty: 2623.044434
	Iteration 42Q: 3 clusters Score -267285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -267285.906250 Penalty: 2623.044434
	Iteration 43F: 3 clusters Score -267285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -330097.906250 Penalty: 1359.232544
	Iteration 0F: 2 clusters Score -330097.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -326537.156250 Penalty: 2718.465088
	Iteration 0F: 3 clusters Score -326537.2 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -327762.906250 Penalty: 2718.465088
	Iteration 1F: 3 clusters Score -327762.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -328168.406250 Penalty: 2718.465088
	Iteration 2F: 3 clusters Score -328168.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -328508.812500 Penalty: 2718.465088
	Iteration 3F: 3 clusters Score -328508.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -328823.468750 Penalty: 2718.465088
	Iteration 4F: 3 clusters Score -328823.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -329070.437500 Penalty: 2718.465088
	Iteration 5F: 3 clusters Score -329070.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -329315.843750 Penalty: 2718.465088
	Iteration 6Q: 3 clusters Score -329315.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -329543.843750 Penalty: 2718.465088
	Iteration 7Q: 3 clusters Score -329543.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -329713.750000 Penalty: 2718.465088
	Iteration 8Q: 3 clusters Score -329713.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -329852.531250 Penalty: 2718.465088
	Iteration 9Q: 3 clusters Score -329852.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329972.750000 Penalty: 2718.465088
	Iteration 10Q: 3 clusters Score -329972.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -330086.187500 Penalty: 2718.465088
	Iteration 11Q: 3 clusters Score -330086.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330161.718750 Penalty: 2718.465088
	Iteration 12Q: 3 clusters Score -330161.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -330202.906250 Penalty: 2718.465088
	Iteration 13Q: 3 clusters Score -330202.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330223.218750 Penalty: 2718.465088
	Iteration 14Q: 3 clusters Score -330223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -330237.281250 Penalty: 2718.465088
	Iteration 15Q: 3 clusters Score -330237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -330246.593750 Penalty: 2718.465088
	Iteration 16Q: 3 clusters Score -330246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -330252.250000 Penalty: 2718.465088
	Iteration 17Q: 3 clusters Score -330252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -330261.875000 Penalty: 2718.465088
	Iteration 18Q: 3 clusters Score -330261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -330272.281250 Penalty: 2718.465088
	Iteration 19Q: 3 clusters Score -330272.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -330286.218750 Penalty: 2718.465088
	Iteration 20F: 3 clusters Score -330286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -330304.500000 Penalty: 2718.465088
	Iteration 21Q: 3 clusters Score -330304.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330313.437500 Penalty: 2718.465088
	Iteration 22Q: 3 clusters Score -330313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330317.437500 Penalty: 2718.465088
	Iteration 23Q: 3 clusters Score -330317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -330321.000000 Penalty: 2718.465088
	Iteration 24Q: 3 clusters Score -330321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -330322.562500 Penalty: 2718.465088
	Iteration 25Q: 3 clusters Score -330322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -330324.437500 Penalty: 2718.465088
	Iteration 26Q: 3 clusters Score -330324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330326.312500 Penalty: 2718.465088
	Iteration 27Q: 3 clusters Score -330326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330326.437500 Penalty: 2718.465088
	Iteration 28Q: 3 clusters Score -330326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330326.437500 Penalty: 2718.465088
	Iteration 29F: 3 clusters Score -330326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 1068 members 
Entering Unmasked Estep 
Score: -54424024.000000 Penalty: 67481.570312
Splitting cluster 13 changes total score from -54424700.000000 to -54424024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (26884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Entering Unmasked Estep 
Score: -2294593.750000 Penalty: 1657.384033
	Iteration 0F: 2 clusters Score -2294594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2276513.500000 Penalty: 3314.768066
	Iteration 0F: 3 clusters Score -2276514 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2283587.500000 Penalty: 3314.768066
	Iteration 1F: 3 clusters Score -2283588 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2284191.250000 Penalty: 3314.768066
	Iteration 2F: 3 clusters Score -2284191 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2284863.250000 Penalty: 3314.768066
	Iteration 3F: 3 clusters Score -2284863 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2285632.750000 Penalty: 3314.768066
	Iteration 4F: 3 clusters Score -2285633 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2286473.750000 Penalty: 3314.768066
	Iteration 5F: 3 clusters Score -2286474 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2287259.000000 Penalty: 3314.768066
	Iteration 6F: 3 clusters Score -2287259 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2287990.750000 Penalty: 3314.768066
	Iteration 7Q: 3 clusters Score -2287991 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2288553.250000 Penalty: 3314.768066
	Iteration 8Q: 3 clusters Score -2288553 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2288934.250000 Penalty: 3314.768066
	Iteration 9Q: 3 clusters Score -2288934 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2289229.250000 Penalty: 3314.768066
	Iteration 10Q: 3 clusters Score -2289229 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2289421.250000 Penalty: 3314.768066
	Iteration 11Q: 3 clusters Score -2289421 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2289578.750000 Penalty: 3314.768066
	Iteration 12Q: 3 clusters Score -2289579 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2289716.250000 Penalty: 3314.768066
	Iteration 13Q: 3 clusters Score -2289716 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2289848.250000 Penalty: 3314.768066
	Iteration 14Q: 3 clusters Score -2289848 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2289979.500000 Penalty: 3314.768066
	Iteration 15Q: 3 clusters Score -2289980 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2290121.000000 Penalty: 3314.768066
	Iteration 16Q: 3 clusters Score -2290121 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2290292.250000 Penalty: 3314.768066
	Iteration 17Q: 3 clusters Score -2290292 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2290439.750000 Penalty: 3314.768066
	Iteration 18Q: 3 clusters Score -2290440 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2290608.750000 Penalty: 3314.768066
	Iteration 19Q: 3 clusters Score -2290609 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2290787.250000 Penalty: 3314.768066
	Iteration 20F: 3 clusters Score -2290787 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2290951.250000 Penalty: 3314.768066
	Iteration 21Q: 3 clusters Score -2290951 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2291147.500000 Penalty: 3314.768066
	Iteration 22Q: 3 clusters Score -2291148 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2291339.000000 Penalty: 3314.768066
	Iteration 23Q: 3 clusters Score -2291339 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2291574.750000 Penalty: 3314.768066
	Iteration 24Q: 3 clusters Score -2291575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2291800.000000 Penalty: 3314.768066
	Iteration 25Q: 3 clusters Score -2291800 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2292026.000000 Penalty: 3314.768066
	Iteration 26Q: 3 clusters Score -2292026 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2292248.000000 Penalty: 3314.768066
	Iteration 27Q: 3 clusters Score -2292248 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2292450.250000 Penalty: 3314.768066
	Iteration 28Q: 3 clusters Score -2292450 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2292615.500000 Penalty: 3314.768066
	Iteration 29Q: 3 clusters Score -2292616 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2292759.250000 Penalty: 3314.768066
	Iteration 30Q: 3 clusters Score -2292759 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2292885.750000 Penalty: 3314.768066
	Iteration 31Q: 3 clusters Score -2292886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2292957.500000 Penalty: 3314.768066
	Iteration 32Q: 3 clusters Score -2292958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2293009.250000 Penalty: 3314.768066
	Iteration 33Q: 3 clusters Score -2293009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2293053.500000 Penalty: 3314.768066
	Iteration 34Q: 3 clusters Score -2293054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2293085.250000 Penalty: 3314.768066
	Iteration 35Q: 3 clusters Score -2293085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2293106.000000 Penalty: 3314.768066
	Iteration 36Q: 3 clusters Score -2293106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2293129.250000 Penalty: 3314.768066
	Iteration 37Q: 3 clusters Score -2293129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2293140.000000 Penalty: 3314.768066
	Iteration 38Q: 3 clusters Score -2293140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2293155.250000 Penalty: 3314.768066
	Iteration 39Q: 3 clusters Score -2293155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2293169.500000 Penalty: 3314.768066
	Iteration 40F: 3 clusters Score -2293170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2293173.250000 Penalty: 3314.768066
	Iteration 41Q: 3 clusters Score -2293173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2293178.000000 Penalty: 3314.768066
	Iteration 42Q: 3 clusters Score -2293178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2293181.750000 Penalty: 3314.768066
	Iteration 43Q: 3 clusters Score -2293182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2293186.750000 Penalty: 3314.768066
	Iteration 44Q: 3 clusters Score -2293187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2293193.250000 Penalty: 3314.768066
	Iteration 45Q: 3 clusters Score -2293193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2293194.000000 Penalty: 3314.768066
	Iteration 46Q: 3 clusters Score -2293194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2293197.000000 Penalty: 3314.768066
	Iteration 47Q: 3 clusters Score -2293197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2293200.250000 Penalty: 3314.768066
	Iteration 48Q: 3 clusters Score -2293200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2293201.250000 Penalty: 3314.768066
	Iteration 49Q: 3 clusters Score -2293201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2293201.250000 Penalty: 3314.768066
	Iteration 50F: 3 clusters Score -2293201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -630361.000000 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -630361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -624768.125000 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -624768.1 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -626531.875000 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -626531.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -626790.375000 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -626790.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -626994.187500 Penalty: 2899.560303
	Iteration 3F: 3 clusters Score -626994.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -627201.625000 Penalty: 2899.560303
	Iteration 4F: 3 clusters Score -627201.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -627404.625000 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -627404.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -627629.187500 Penalty: 2899.560303
	Iteration 6Q: 3 clusters Score -627629.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -627901.437500 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -627901.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -628200.062500 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -628200.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -628453.562500 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -628453.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -628647.312500 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -628647.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -628805.062500 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -628805.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -628900.250000 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -628900.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -628971.312500 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -628971.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -629028.937500 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -629028.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -629075.437500 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -629075.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -629107.312500 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -629107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -629134.125000 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -629134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -629151.812500 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -629151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -629167.437500 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -629167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -629175.750000 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -629175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -629182.187500 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -629182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -629186.312500 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -629186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -629188.750000 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -629188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -629189.500000 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -629189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -629190.062500 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -629190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -629193.062500 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -629193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -629194.250000 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -629194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -629194.250000 Penalty: 2899.560303
	Iteration 28F: 3 clusters Score -629194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Entering Unmasked Estep 
Score: -1458001.250000 Penalty: 1585.712402
	Iteration 0F: 2 clusters Score -1458001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1446025.500000 Penalty: 3171.424805
	Iteration 0F: 3 clusters Score -1446026 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1450476.500000 Penalty: 3171.424805
	Iteration 1F: 3 clusters Score -1450476 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1451017.125000 Penalty: 3171.424805
	Iteration 2F: 3 clusters Score -1451017 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1451649.000000 Penalty: 3171.424805
	Iteration 3F: 3 clusters Score -1451649 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1452403.875000 Penalty: 3171.424805
	Iteration 4F: 3 clusters Score -1452404 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1453252.500000 Penalty: 3171.424805
	Iteration 5F: 3 clusters Score -1453252 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1454191.000000 Penalty: 3171.424805
	Iteration 6F: 3 clusters Score -1454191 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1455086.000000 Penalty: 3171.424805
	Iteration 7F: 3 clusters Score -1455086 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1455734.625000 Penalty: 3171.424805
	Iteration 8F: 3 clusters Score -1455735 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1456136.750000 Penalty: 3171.424805
	Iteration 9Q: 3 clusters Score -1456137 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1456386.750000 Penalty: 3171.424805
	Iteration 10Q: 3 clusters Score -1456387 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1456541.000000 Penalty: 3171.424805
	Iteration 11Q: 3 clusters Score -1456541 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1456673.125000 Penalty: 3171.424805
	Iteration 12Q: 3 clusters Score -1456673 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1456788.375000 Penalty: 3171.424805
	Iteration 13Q: 3 clusters Score -1456788 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1456867.875000 Penalty: 3171.424805
	Iteration 14Q: 3 clusters Score -1456868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1456953.375000 Penalty: 3171.424805
	Iteration 15Q: 3 clusters Score -1456953 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1457033.750000 Penalty: 3171.424805
	Iteration 16Q: 3 clusters Score -1457034 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1457144.750000 Penalty: 3171.424805
	Iteration 17Q: 3 clusters Score -1457145 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1457256.625000 Penalty: 3171.424805
	Iteration 18Q: 3 clusters Score -1457257 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1457363.000000 Penalty: 3171.424805
	Iteration 19Q: 3 clusters Score -1457363 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1457459.750000 Penalty: 3171.424805
	Iteration 20F: 3 clusters Score -1457460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1457557.000000 Penalty: 3171.424805
	Iteration 21Q: 3 clusters Score -1457557 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1457627.750000 Penalty: 3171.424805
	Iteration 22Q: 3 clusters Score -1457628 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1457702.625000 Penalty: 3171.424805
	Iteration 23Q: 3 clusters Score -1457703 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1457755.875000 Penalty: 3171.424805
	Iteration 24Q: 3 clusters Score -1457756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1457809.750000 Penalty: 3171.424805
	Iteration 25Q: 3 clusters Score -1457810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1457844.000000 Penalty: 3171.424805
	Iteration 26Q: 3 clusters Score -1457844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1457868.250000 Penalty: 3171.424805
	Iteration 27Q: 3 clusters Score -1457868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1457877.750000 Penalty: 3171.424805
	Iteration 28Q: 3 clusters Score -1457878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1457891.375000 Penalty: 3171.424805
	Iteration 29Q: 3 clusters Score -1457891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1457898.000000 Penalty: 3171.424805
	Iteration 30Q: 3 clusters Score -1457898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1457895.625000 Penalty: 3171.424805
	Iteration 31Q: 3 clusters Score -1457896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1457901.625000 Penalty: 3171.424805
	Iteration 32Q: 3 clusters Score -1457902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1457908.125000 Penalty: 3171.424805
	Iteration 33Q: 3 clusters Score -1457908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1457915.125000 Penalty: 3171.424805
	Iteration 34Q: 3 clusters Score -1457915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1457917.125000 Penalty: 3171.424805
	Iteration 35Q: 3 clusters Score -1457917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1457922.125000 Penalty: 3171.424805
	Iteration 36Q: 3 clusters Score -1457922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1457923.875000 Penalty: 3171.424805
	Iteration 37Q: 3 clusters Score -1457924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1457920.125000 Penalty: 3171.424805
	Iteration 38Q: 3 clusters Score -1457920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1457920.875000 Penalty: 3171.424805
	Iteration 39Q: 3 clusters Score -1457921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1457926.375000 Penalty: 3171.424805
	Iteration 40F: 3 clusters Score -1457926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1457926.750000 Penalty: 3171.424805
	Iteration 41Q: 3 clusters Score -1457927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1457930.125000 Penalty: 3171.424805
	Iteration 42Q: 3 clusters Score -1457930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1457931.625000 Penalty: 3171.424805
	Iteration 43Q: 3 clusters Score -1457932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1457932.000000 Penalty: 3171.424805
	Iteration 44Q: 3 clusters Score -1457932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1457932.750000 Penalty: 3171.424805
	Iteration 45Q: 3 clusters Score -1457933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1457936.250000 Penalty: 3171.424805
	Iteration 46Q: 3 clusters Score -1457936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1457941.125000 Penalty: 3171.424805
	Iteration 47Q: 3 clusters Score -1457941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1457939.250000 Penalty: 3171.424805
	Iteration 48Q: 3 clusters Score -1457939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1457940.625000 Penalty: 3171.424805
	Iteration 49Q: 3 clusters Score -1457941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1457939.375000 Penalty: 3171.424805
	Iteration 50Q: 3 clusters Score -1457939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1457942.750000 Penalty: 3171.424805
	Iteration 51Q: 3 clusters Score -1457943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1457944.250000 Penalty: 3171.424805
	Iteration 52Q: 3 clusters Score -1457944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1457943.875000 Penalty: 3171.424805
	Iteration 53Q: 3 clusters Score -1457944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1457944.625000 Penalty: 3171.424805
	Iteration 54Q: 3 clusters Score -1457945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1457946.750000 Penalty: 3171.424805
	Iteration 55Q: 3 clusters Score -1457947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1457947.125000 Penalty: 3171.424805
	Iteration 56Q: 3 clusters Score -1457947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1457950.500000 Penalty: 3171.424805
	Iteration 57Q: 3 clusters Score -1457950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1457951.250000 Penalty: 3171.424805
	Iteration 58Q: 3 clusters Score -1457951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1457954.250000 Penalty: 3171.424805
	Iteration 59Q: 3 clusters Score -1457954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1457952.625000 Penalty: 3171.424805
	Iteration 60F: 3 clusters Score -1457953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1457953.750000 Penalty: 3171.424805
	Iteration 61Q: 3 clusters Score -1457954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1457952.750000 Penalty: 3171.424805
	Iteration 62Q: 3 clusters Score -1457953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1457952.750000 Penalty: 3171.424805
	Iteration 63Q: 3 clusters Score -1457953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1457952.750000 Penalty: 3171.424805
	Iteration 64F: 3 clusters Score -1457953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1132659.250000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1132659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1123201.000000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1123201 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1126445.000000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1126445 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1126757.875000 Penalty: 3087.895508
	Iteration 2F: 3 clusters Score -1126758 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1127052.000000 Penalty: 3087.895508
	Iteration 3Q: 3 clusters Score -1127052 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1127359.000000 Penalty: 3087.895508
	Iteration 4Q: 3 clusters Score -1127359 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1127704.750000 Penalty: 3087.895508
	Iteration 5F: 3 clusters Score -1127705 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1128103.000000 Penalty: 3087.895508
	Iteration 6Q: 3 clusters Score -1128103 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1128578.125000 Penalty: 3087.895508
	Iteration 7F: 3 clusters Score -1128578 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1129050.500000 Penalty: 3087.895508
	Iteration 8F: 3 clusters Score -1129050 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1129579.375000 Penalty: 3087.895508
	Iteration 9F: 3 clusters Score -1129579 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1130126.375000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1130126 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1130589.875000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1130590 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1130913.000000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1130913 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1131149.750000 Penalty: 3087.895508
	Iteration 13Q: 3 clusters Score -1131150 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1131336.250000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1131336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1131463.125000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1131463 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1131572.750000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1131573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1131657.250000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1131657 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1131727.125000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1131727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1131768.750000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1131769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1131793.000000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1131793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1131814.375000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1131814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1131827.500000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1131828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1131841.375000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1131841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1131845.750000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1131846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1131851.250000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1131851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1131854.250000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1131854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1131859.500000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1131860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1131868.375000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1131868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1131876.375000 Penalty: 3087.895508
	Iteration 29Q: 3 clusters Score -1131876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1131879.750000 Penalty: 3087.895508
	Iteration 30Q: 3 clusters Score -1131880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1131886.000000 Penalty: 3087.895508
	Iteration 31Q: 3 clusters Score -1131886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1131887.875000 Penalty: 3087.895508
	Iteration 32Q: 3 clusters Score -1131888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1131891.250000 Penalty: 3087.895508
	Iteration 33Q: 3 clusters Score -1131891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1131892.125000 Penalty: 3087.895508
	Iteration 34Q: 3 clusters Score -1131892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1131893.375000 Penalty: 3087.895508
	Iteration 35Q: 3 clusters Score -1131893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1131895.000000 Penalty: 3087.895508
	Iteration 36Q: 3 clusters Score -1131895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1131895.875000 Penalty: 3087.895508
	Iteration 37Q: 3 clusters Score -1131896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1131898.125000 Penalty: 3087.895508
	Iteration 38Q: 3 clusters Score -1131898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1131898.000000 Penalty: 3087.895508
	Iteration 39Q: 3 clusters Score -1131898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1131900.250000 Penalty: 3087.895508
	Iteration 40F: 3 clusters Score -1131900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1131901.500000 Penalty: 3087.895508
	Iteration 41Q: 3 clusters Score -1131902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1131901.500000 Penalty: 3087.895508
	Iteration 42F: 3 clusters Score -1131902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -154696.859375 Penalty: 1256.865845
	Iteration 0F: 2 clusters Score -154696.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152505.390625 Penalty: 2513.731689
	Iteration 0F: 3 clusters Score -152505.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153365.171875 Penalty: 2513.731689
	Iteration 1F: 3 clusters Score -153365.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153731.968750 Penalty: 2513.731689
	Iteration 2F: 3 clusters Score -153732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -154023.531250 Penalty: 2513.731689
	Iteration 3F: 3 clusters Score -154023.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -154206.250000 Penalty: 2513.731689
	Iteration 4F: 3 clusters Score -154206.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -154354.578125 Penalty: 2513.731689
	Iteration 5F: 3 clusters Score -154354.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -154455.625000 Penalty: 2513.731689
	Iteration 6Q: 3 clusters Score -154455.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -154509.812500 Penalty: 2513.731689
	Iteration 7Q: 3 clusters Score -154509.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154544.468750 Penalty: 2513.731689
	Iteration 8Q: 3 clusters Score -154544.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -154562.921875 Penalty: 2513.731689
	Iteration 9Q: 3 clusters Score -154562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -154577.906250 Penalty: 2513.731689
	Iteration 10Q: 3 clusters Score -154577.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154586.781250 Penalty: 2513.731689
	Iteration 11Q: 3 clusters Score -154586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -154593.281250 Penalty: 2513.731689
	Iteration 12Q: 3 clusters Score -154593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -154599.656250 Penalty: 2513.731689
	Iteration 13Q: 3 clusters Score -154599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -154603.468750 Penalty: 2513.731689
	Iteration 14Q: 3 clusters Score -154603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -154604.312500 Penalty: 2513.731689
	Iteration 15Q: 3 clusters Score -154604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154604.796875 Penalty: 2513.731689
	Iteration 16Q: 3 clusters Score -154604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -154604.796875 Penalty: 2513.731689
	Iteration 17F: 3 clusters Score -154604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -316415.343750 Penalty: 1350.961182
	Iteration 0F: 2 clusters Score -316415.3 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 2000 members 
Entering Unmasked Estep 
Score: -313079.156250 Penalty: 2701.922363
	Iteration 0F: 3 clusters Score -313079.2 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -314048.312500 Penalty: 2701.922363
	Iteration 1F: 3 clusters Score -314048.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -314398.125000 Penalty: 2701.922363
	Iteration 2F: 3 clusters Score -314398.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -314854.187500 Penalty: 2701.922363
	Iteration 3F: 3 clusters Score -314854.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -315262.906250 Penalty: 2701.922363
	Iteration 4F: 3 clusters Score -315262.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -315565.218750 Penalty: 2701.922363
	Iteration 5F: 3 clusters Score -315565.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -315786.937500 Penalty: 2701.922363
	Iteration 6F: 3 clusters Score -315786.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -315968.937500 Penalty: 2701.922363
	Iteration 7Q: 3 clusters Score -315968.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -316106.625000 Penalty: 2701.922363
	Iteration 8Q: 3 clusters Score -316106.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -316191.437500 Penalty: 2701.922363
	Iteration 9Q: 3 clusters Score -316191.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -316238.968750 Penalty: 2701.922363
	Iteration 10Q: 3 clusters Score -316239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -316271.750000 Penalty: 2701.922363
	Iteration 11Q: 3 clusters Score -316271.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -316299.156250 Penalty: 2701.922363
	Iteration 12Q: 3 clusters Score -316299.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -316328.968750 Penalty: 2701.922363
	Iteration 13Q: 3 clusters Score -316329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -316369.031250 Penalty: 2701.922363
	Iteration 14Q: 3 clusters Score -316369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -316406.000000 Penalty: 2701.922363
	Iteration 15Q: 3 clusters Score -316406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -316448.093750 Penalty: 2701.922363
	Iteration 16Q: 3 clusters Score -316448.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -316479.968750 Penalty: 2701.922363
	Iteration 17Q: 3 clusters Score -316480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -316499.687500 Penalty: 2701.922363
	Iteration 18Q: 3 clusters Score -316499.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -316518.281250 Penalty: 2701.922363
	Iteration 19Q: 3 clusters Score -316518.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -316527.312500 Penalty: 2701.922363
	Iteration 20F: 3 clusters Score -316527.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -316534.187500 Penalty: 2701.922363
	Iteration 21Q: 3 clusters Score -316534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -316536.718750 Penalty: 2701.922363
	Iteration 22Q: 3 clusters Score -316536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -316540.187500 Penalty: 2701.922363
	Iteration 23Q: 3 clusters Score -316540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -316545.000000 Penalty: 2701.922363
	Iteration 24Q: 3 clusters Score -316545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -316547.625000 Penalty: 2701.922363
	Iteration 25Q: 3 clusters Score -316547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -316548.531250 Penalty: 2701.922363
	Iteration 26Q: 3 clusters Score -316548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -316549.500000 Penalty: 2701.922363
	Iteration 27Q: 3 clusters Score -316549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -316549.531250 Penalty: 2701.922363
	Iteration 28Q: 3 clusters Score -316549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -316549.500000 Penalty: 2701.922363
	Iteration 29Q: 3 clusters Score -316549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -316549.406250 Penalty: 2701.922363
	Iteration 30Q: 3 clusters Score -316549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -316549.500000 Penalty: 2701.922363
	Iteration 31Q: 3 clusters Score -316549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -316550.125000 Penalty: 2701.922363
	Iteration 32Q: 3 clusters Score -316550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -316549.781250 Penalty: 2701.922363
	Iteration 33Q: 3 clusters Score -316549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -316550.437500 Penalty: 2701.922363
	Iteration 34Q: 3 clusters Score -316550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -316550.437500 Penalty: 2701.922363
	Iteration 35F: 3 clusters Score -316550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 2892 members 
Entering Unmasked Estep 
Score: -54424172.000000 Penalty: 67481.570312
Splitting cluster 19 changes total score from -54424700.000000 to -54424172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Entering Unmasked Estep 
Score: -1035670.750000 Penalty: 1526.821289
	Iteration 0F: 2 clusters Score -1035671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1027178.437500 Penalty: 3053.642578
	Iteration 0F: 3 clusters Score -1027178 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1030006.312500 Penalty: 3053.642578
	Iteration 1F: 3 clusters Score -1030006 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1030281.062500 Penalty: 3053.642578
	Iteration 2F: 3 clusters Score -1030281 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1030524.187500 Penalty: 3053.642578
	Iteration 3F: 3 clusters Score -1030524 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1030793.875000 Penalty: 3053.642578
	Iteration 4Q: 3 clusters Score -1030794 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1031115.812500 Penalty: 3053.642578
	Iteration 5F: 3 clusters Score -1031116 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1031515.187500 Penalty: 3053.642578
	Iteration 6F: 3 clusters Score -1031515 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1031999.312500 Penalty: 3053.642578
	Iteration 7F: 3 clusters Score -1031999 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1032531.375000 Penalty: 3053.642578
	Iteration 8F: 3 clusters Score -1032531 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1033082.062500 Penalty: 3053.642578
	Iteration 9F: 3 clusters Score -1033082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1033539.375000 Penalty: 3053.642578
	Iteration 10Q: 3 clusters Score -1033539 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1033854.187500 Penalty: 3053.642578
	Iteration 11Q: 3 clusters Score -1033854 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1034055.750000 Penalty: 3053.642578
	Iteration 12Q: 3 clusters Score -1034056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1034182.312500 Penalty: 3053.642578
	Iteration 13Q: 3 clusters Score -1034182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1034278.625000 Penalty: 3053.642578
	Iteration 14Q: 3 clusters Score -1034279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1034330.000000 Penalty: 3053.642578
	Iteration 15Q: 3 clusters Score -1034330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1034368.125000 Penalty: 3053.642578
	Iteration 16Q: 3 clusters Score -1034368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1034398.750000 Penalty: 3053.642578
	Iteration 17Q: 3 clusters Score -1034399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1034433.625000 Penalty: 3053.642578
	Iteration 18Q: 3 clusters Score -1034434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1034464.875000 Penalty: 3053.642578
	Iteration 19Q: 3 clusters Score -1034465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1034486.000000 Penalty: 3053.642578
	Iteration 20F: 3 clusters Score -1034486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1034501.937500 Penalty: 3053.642578
	Iteration 21Q: 3 clusters Score -1034502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1034509.500000 Penalty: 3053.642578
	Iteration 22Q: 3 clusters Score -1034510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1034514.250000 Penalty: 3053.642578
	Iteration 23Q: 3 clusters Score -1034514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1034516.437500 Penalty: 3053.642578
	Iteration 24Q: 3 clusters Score -1034516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1034520.062500 Penalty: 3053.642578
	Iteration 25Q: 3 clusters Score -1034520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1034526.125000 Penalty: 3053.642578
	Iteration 26Q: 3 clusters Score -1034526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1034527.125000 Penalty: 3053.642578
	Iteration 27Q: 3 clusters Score -1034527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1034529.125000 Penalty: 3053.642578
	Iteration 28Q: 3 clusters Score -1034529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1034531.750000 Penalty: 3053.642578
	Iteration 29Q: 3 clusters Score -1034532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1034532.750000 Penalty: 3053.642578
	Iteration 30Q: 3 clusters Score -1034533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1034535.437500 Penalty: 3053.642578
	Iteration 31Q: 3 clusters Score -1034535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1034541.187500 Penalty: 3053.642578
	Iteration 32Q: 3 clusters Score -1034541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1034545.125000 Penalty: 3053.642578
	Iteration 33Q: 3 clusters Score -1034545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1034548.562500 Penalty: 3053.642578
	Iteration 34Q: 3 clusters Score -1034549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1034549.625000 Penalty: 3053.642578
	Iteration 35Q: 3 clusters Score -1034550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1034549.750000 Penalty: 3053.642578
	Iteration 36Q: 3 clusters Score -1034550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1034549.750000 Penalty: 3053.642578
	Iteration 37F: 3 clusters Score -1034550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -581581.875000 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -581581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -576238.187500 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -576238.2 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -577900.875000 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -577900.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -578163.750000 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -578163.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -578393.937500 Penalty: 2879.846680
	Iteration 3F: 3 clusters Score -578393.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -578635.000000 Penalty: 2879.846680
	Iteration 4F: 3 clusters Score -578635 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -578868.312500 Penalty: 2879.846680
	Iteration 5F: 3 clusters Score -578868.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -579107.375000 Penalty: 2879.846680
	Iteration 6Q: 3 clusters Score -579107.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -579393.250000 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -579393.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -579727.937500 Penalty: 2879.846680
	Iteration 8F: 3 clusters Score -579727.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -580062.187500 Penalty: 2879.846680
	Iteration 9F: 3 clusters Score -580062.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -580367.562500 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -580367.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -580699.687500 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -580699.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -580991.625000 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -580991.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -581222.125000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -581222.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -581372.000000 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -581372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -581467.187500 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -581467.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -581538.187500 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -581538.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -581588.500000 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -581588.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -581644.562500 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -581644.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -581717.625000 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -581717.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -581807.937500 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -581807.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -581876.312500 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -581876.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -581911.875000 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -581911.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -581931.562500 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -581931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -581941.062500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -581941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -581944.250000 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -581944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -581948.125000 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -581948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -581948.312500 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -581948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -581947.812500 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -581947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -581949.250000 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -581949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -581950.187500 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -581950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -581950.125000 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -581950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -581950.125000 Penalty: 2879.846680
	Iteration 32F: 3 clusters Score -581950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 5110 members 
Mstep: Class 6 contains 158616 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19491 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 4934 members 
Mstep: Class 11 contains 204453 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 7493 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 14137 members 
Mstep: Class 23 contains 62453 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 7248 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 13660 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 8490 members 
Mstep: Class 31 contains 4329 members 
Entering Unmasked Estep 
Score: -54424436.000000 Penalty: 67481.570312
Splitting cluster 21 changes total score from -54424700.000000 to -54424436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1189638.000000 Penalty: 1552.939575
	Iteration 0F: 2 clusters Score -1189638 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 7088 members 
Entering Unmasked Estep 
Score: -1179804.125000 Penalty: 3105.879150
	Iteration 0F: 3 clusters Score -1179804 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1183228.125000 Penalty: 3105.879150
	Iteration 1F: 3 clusters Score -1183228 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1183571.500000 Penalty: 3105.879150
	Iteration 2F: 3 clusters Score -1183572 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1183915.750000 Penalty: 3105.879150
	Iteration 3F: 3 clusters Score -1183916 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1184237.125000 Penalty: 3105.879150
	Iteration 4Q: 3 clusters Score -1184237 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1184610.125000 Penalty: 3105.879150
	Iteration 5Q: 3 clusters Score -1184610 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1185102.500000 Penalty: 3105.879150
	Iteration 6F: 3 clusters Score -1185102 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1185693.250000 Penalty: 3105.879150
	Iteration 7F: 3 clusters Score -1185693 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1186285.625000 Penalty: 3105.879150
	Iteration 8F: 3 clusters Score -1186286 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1186756.625000 Penalty: 3105.879150
	Iteration 9Q: 3 clusters Score -1186757 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1187099.875000 Penalty: 3105.879150
	Iteration 10Q: 3 clusters Score -1187100 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1187357.125000 Penalty: 3105.879150
	Iteration 11Q: 3 clusters Score -1187357 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1187595.375000 Penalty: 3105.879150
	Iteration 12Q: 3 clusters Score -1187595 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1187746.750000 Penalty: 3105.879150
	Iteration 13Q: 3 clusters Score -1187747 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1187851.625000 Penalty: 3105.879150
	Iteration 14Q: 3 clusters Score -1187852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1187927.375000 Penalty: 3105.879150
	Iteration 15Q: 3 clusters Score -1187927 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1188001.875000 Penalty: 3105.879150
	Iteration 16Q: 3 clusters Score -1188002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1188067.000000 Penalty: 3105.879150
	Iteration 17Q: 3 clusters Score -1188067 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1188125.250000 Penalty: 3105.879150
	Iteration 18Q: 3 clusters Score -1188125 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1188171.375000 Penalty: 3105.879150
	Iteration 19Q: 3 clusters Score -1188171 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1188211.625000 Penalty: 3105.879150
	Iteration 20F: 3 clusters Score -1188212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1188240.125000 Penalty: 3105.879150
	Iteration 21Q: 3 clusters Score -1188240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1188270.375000 Penalty: 3105.879150
	Iteration 22Q: 3 clusters Score -1188270 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1188299.375000 Penalty: 3105.879150
	Iteration 23Q: 3 clusters Score -1188299 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1188331.750000 Penalty: 3105.879150
	Iteration 24Q: 3 clusters Score -1188332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1188355.875000 Penalty: 3105.879150
	Iteration 25Q: 3 clusters Score -1188356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1188375.875000 Penalty: 3105.879150
	Iteration 26Q: 3 clusters Score -1188376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1188394.750000 Penalty: 3105.879150
	Iteration 27Q: 3 clusters Score -1188395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1188406.750000 Penalty: 3105.879150
	Iteration 28Q: 3 clusters Score -1188407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1188413.500000 Penalty: 3105.879150
	Iteration 29Q: 3 clusters Score -1188414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1188420.375000 Penalty: 3105.879150
	Iteration 30Q: 3 clusters Score -1188420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1188423.750000 Penalty: 3105.879150
	Iteration 31Q: 3 clusters Score -1188424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1188427.875000 Penalty: 3105.879150
	Iteration 32Q: 3 clusters Score -1188428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1188427.625000 Penalty: 3105.879150
	Iteration 33Q: 3 clusters Score -1188428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1188435.875000 Penalty: 3105.879150
	Iteration 34Q: 3 clusters Score -1188436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1188438.125000 Penalty: 3105.879150
	Iteration 35Q: 3 clusters Score -1188438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1188443.875000 Penalty: 3105.879150
	Iteration 36Q: 3 clusters Score -1188444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1188452.250000 Penalty: 3105.879150
	Iteration 37Q: 3 clusters Score -1188452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1188452.750000 Penalty: 3105.879150
	Iteration 38Q: 3 clusters Score -1188453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1188455.250000 Penalty: 3105.879150
	Iteration 39Q: 3 clusters Score -1188455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1188455.625000 Penalty: 3105.879150
	Iteration 40F: 3 clusters Score -1188456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1188452.500000 Penalty: 3105.879150
	Iteration 41Q: 3 clusters Score -1188452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1188455.625000 Penalty: 3105.879150
	Iteration 42Q: 3 clusters Score -1188456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1188456.875000 Penalty: 3105.879150
	Iteration 43Q: 3 clusters Score -1188457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1188458.250000 Penalty: 3105.879150
	Iteration 44Q: 3 clusters Score -1188458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1188460.125000 Penalty: 3105.879150
	Iteration 45Q: 3 clusters Score -1188460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1188462.750000 Penalty: 3105.879150
	Iteration 46Q: 3 clusters Score -1188463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1188460.625000 Penalty: 3105.879150
	Iteration 47Q: 3 clusters Score -1188461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1188465.375000 Penalty: 3105.879150
	Iteration 48Q: 3 clusters Score -1188465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1188471.125000 Penalty: 3105.879150
	Iteration 49Q: 3 clusters Score -1188471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1188469.875000 Penalty: 3105.879150
	Iteration 50Q: 3 clusters Score -1188470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1188469.875000 Penalty: 3105.879150
	Iteration 51Q: 3 clusters Score -1188470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1188471.250000 Penalty: 3105.879150
	Iteration 52Q: 3 clusters Score -1188471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1188471.250000 Penalty: 3105.879150
	Iteration 53F: 3 clusters Score -1188471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Entering Unmasked Estep 
Score: -5367643.000000 Penalty: 1794.352539
	Iteration 0F: 2 clusters Score -5367643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5325568.500000 Penalty: 3588.705078
	Iteration 0F: 3 clusters Score -5325568 nChanged 29667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5342517.000000 Penalty: 3588.705078
	Iteration 1F: 3 clusters Score -5342517 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5343080.500000 Penalty: 3588.705078
	Iteration 2Q: 3 clusters Score -5343080 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -5343829.500000 Penalty: 3588.705078
	Iteration 3Q: 3 clusters Score -5343830 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -5344910.000000 Penalty: 3588.705078
	Iteration 4Q: 3 clusters Score -5344910 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5346638.000000 Penalty: 3588.705078
	Iteration 5F: 3 clusters Score -5346638 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5349336.500000 Penalty: 3588.705078
	Iteration 6F: 3 clusters Score -5349336 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5353215.500000 Penalty: 3588.705078
	Iteration 7F: 3 clusters Score -5353216 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -5357820.500000 Penalty: 3588.705078
	Iteration 8F: 3 clusters Score -5357820 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5361890.000000 Penalty: 3588.705078
	Iteration 9F: 3 clusters Score -5361890 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5364232.000000 Penalty: 3588.705078
	Iteration 10Q: 3 clusters Score -5364232 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5365262.000000 Penalty: 3588.705078
	Iteration 11Q: 3 clusters Score -5365262 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5365734.000000 Penalty: 3588.705078
	Iteration 12Q: 3 clusters Score -5365734 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5365931.500000 Penalty: 3588.705078
	Iteration 13Q: 3 clusters Score -5365932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5366027.000000 Penalty: 3588.705078
	Iteration 14Q: 3 clusters Score -5366027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5366101.500000 Penalty: 3588.705078
	Iteration 15Q: 3 clusters Score -5366102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5366142.500000 Penalty: 3588.705078
	Iteration 16Q: 3 clusters Score -5366142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5366161.500000 Penalty: 3588.705078
	Iteration 17Q: 3 clusters Score -5366162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5366182.000000 Penalty: 3588.705078
	Iteration 18Q: 3 clusters Score -5366182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5366191.500000 Penalty: 3588.705078
	Iteration 19Q: 3 clusters Score -5366192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5366197.000000 Penalty: 3588.705078
	Iteration 20F: 3 clusters Score -5366197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5366202.000000 Penalty: 3588.705078
	Iteration 21Q: 3 clusters Score -5366202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5366204.000000 Penalty: 3588.705078
	Iteration 22Q: 3 clusters Score -5366204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5366208.500000 Penalty: 3588.705078
	Iteration 23Q: 3 clusters Score -5366208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5366204.500000 Penalty: 3588.705078
	Iteration 24Q: 3 clusters Score -5366204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5366202.500000 Penalty: 3588.705078
	Iteration 25Q: 3 clusters Score -5366202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5366202.500000 Penalty: 3588.705078
	Iteration 26F: 3 clusters Score -5366202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -197031.500000 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -197031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194720.421875 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -194720.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195273.656250 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -195273.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -195407.328125 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -195407.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195497.875000 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -195497.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195567.500000 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -195567.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -195633.937500 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -195633.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -195695.734375 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -195695.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -195754.250000 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -195754.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -195826.546875 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -195826.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -195907.875000 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -195907.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -196016.203125 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -196016.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -196131.500000 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -196131.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -196323.375000 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -196323.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196538.265625 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -196538.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196664.546875 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -196664.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -196720.125000 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -196720.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196743.875000 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -196743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -196749.390625 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -196749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -196752.000000 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -196752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -196753.718750 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -196753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -196755.265625 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -196755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Entering Unmasked Estep 
Score: -620549.500000 Penalty: 1444.378174
	Iteration 0F: 2 clusters Score -620549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -615154.562500 Penalty: 2888.756348
	Iteration 0F: 3 clusters Score -615154.6 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -616831.000000 Penalty: 2888.756348
	Iteration 1F: 3 clusters Score -616831 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -617213.500000 Penalty: 2888.756348
	Iteration 2F: 3 clusters Score -617213.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -617661.500000 Penalty: 2888.756348
	Iteration 3F: 3 clusters Score -617661.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -618149.062500 Penalty: 2888.756348
	Iteration 4F: 3 clusters Score -618149.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -618595.500000 Penalty: 2888.756348
	Iteration 5F: 3 clusters Score -618595.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -618919.500000 Penalty: 2888.756348
	Iteration 6F: 3 clusters Score -618919.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -619127.500000 Penalty: 2888.756348
	Iteration 7Q: 3 clusters Score -619127.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -619247.187500 Penalty: 2888.756348
	Iteration 8Q: 3 clusters Score -619247.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -619319.375000 Penalty: 2888.756348
	Iteration 9Q: 3 clusters Score -619319.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -619382.625000 Penalty: 2888.756348
	Iteration 10Q: 3 clusters Score -619382.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -619434.500000 Penalty: 2888.756348
	Iteration 11Q: 3 clusters Score -619434.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -619481.562500 Penalty: 2888.756348
	Iteration 12Q: 3 clusters Score -619481.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -619531.375000 Penalty: 2888.756348
	Iteration 13Q: 3 clusters Score -619531.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -619601.187500 Penalty: 2888.756348
	Iteration 14Q: 3 clusters Score -619601.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -619652.500000 Penalty: 2888.756348
	Iteration 15Q: 3 clusters Score -619652.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -619701.937500 Penalty: 2888.756348
	Iteration 16Q: 3 clusters Score -619701.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -619738.687500 Penalty: 2888.756348
	Iteration 17Q: 3 clusters Score -619738.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -619762.375000 Penalty: 2888.756348
	Iteration 18Q: 3 clusters Score -619762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -619773.375000 Penalty: 2888.756348
	Iteration 19Q: 3 clusters Score -619773.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -619791.125000 Penalty: 2888.756348
	Iteration 20F: 3 clusters Score -619791.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -619805.812500 Penalty: 2888.756348
	Iteration 21Q: 3 clusters Score -619805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -619819.750000 Penalty: 2888.756348
	Iteration 22Q: 3 clusters Score -619819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -619826.250000 Penalty: 2888.756348
	Iteration 23Q: 3 clusters Score -619826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -619835.937500 Penalty: 2888.756348
	Iteration 24Q: 3 clusters Score -619835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -619843.625000 Penalty: 2888.756348
	Iteration 25Q: 3 clusters Score -619843.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -619854.062500 Penalty: 2888.756348
	Iteration 26Q: 3 clusters Score -619854.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -619861.062500 Penalty: 2888.756348
	Iteration 27Q: 3 clusters Score -619861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -619866.062500 Penalty: 2888.756348
	Iteration 28Q: 3 clusters Score -619866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -619869.750000 Penalty: 2888.756348
	Iteration 29Q: 3 clusters Score -619869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -619872.687500 Penalty: 2888.756348
	Iteration 30Q: 3 clusters Score -619872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -619875.437500 Penalty: 2888.756348
	Iteration 31Q: 3 clusters Score -619875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -619876.500000 Penalty: 2888.756348
	Iteration 32Q: 3 clusters Score -619876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -619876.562500 Penalty: 2888.756348
	Iteration 33Q: 3 clusters Score -619876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -619876.562500 Penalty: 2888.756348
	Iteration 34F: 3 clusters Score -619876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -300937.312500 Penalty: 1344.085083
	Iteration 0F: 2 clusters Score -300937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -297689.218750 Penalty: 2688.170166
	Iteration 0F: 3 clusters Score -297689.2 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -298766.437500 Penalty: 2688.170166
	Iteration 1F: 3 clusters Score -298766.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -299261.781250 Penalty: 2688.170166
	Iteration 2F: 3 clusters Score -299261.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -299588.250000 Penalty: 2688.170166
	Iteration 3F: 3 clusters Score -299588.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -299815.625000 Penalty: 2688.170166
	Iteration 4F: 3 clusters Score -299815.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -299963.468750 Penalty: 2688.170166
	Iteration 5Q: 3 clusters Score -299963.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -300050.593750 Penalty: 2688.170166
	Iteration 6Q: 3 clusters Score -300050.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -300109.312500 Penalty: 2688.170166
	Iteration 7Q: 3 clusters Score -300109.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -300168.312500 Penalty: 2688.170166
	Iteration 8Q: 3 clusters Score -300168.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -300214.812500 Penalty: 2688.170166
	Iteration 9Q: 3 clusters Score -300214.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -300255.375000 Penalty: 2688.170166
	Iteration 10Q: 3 clusters Score -300255.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -300295.406250 Penalty: 2688.170166
	Iteration 11Q: 3 clusters Score -300295.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -300343.968750 Penalty: 2688.170166
	Iteration 12Q: 3 clusters Score -300344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -300388.187500 Penalty: 2688.170166
	Iteration 13Q: 3 clusters Score -300388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -300419.843750 Penalty: 2688.170166
	Iteration 14Q: 3 clusters Score -300419.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -300446.218750 Penalty: 2688.170166
	Iteration 15Q: 3 clusters Score -300446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -300470.812500 Penalty: 2688.170166
	Iteration 16Q: 3 clusters Score -300470.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -300492.375000 Penalty: 2688.170166
	Iteration 17Q: 3 clusters Score -300492.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -300514.625000 Penalty: 2688.170166
	Iteration 18Q: 3 clusters Score -300514.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -300547.125000 Penalty: 2688.170166
	Iteration 19Q: 3 clusters Score -300547.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -300581.343750 Penalty: 2688.170166
	Iteration 20F: 3 clusters Score -300581.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -300617.343750 Penalty: 2688.170166
	Iteration 21Q: 3 clusters Score -300617.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -300656.562500 Penalty: 2688.170166
	Iteration 22Q: 3 clusters Score -300656.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -300680.812500 Penalty: 2688.170166
	Iteration 23Q: 3 clusters Score -300680.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -300692.437500 Penalty: 2688.170166
	Iteration 24Q: 3 clusters Score -300692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -300696.906250 Penalty: 2688.170166
	Iteration 25Q: 3 clusters Score -300696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -300697.437500 Penalty: 2688.170166
	Iteration 26Q: 3 clusters Score -300697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -300698.281250 Penalty: 2688.170166
	Iteration 27Q: 3 clusters Score -300698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -300699.343750 Penalty: 2688.170166
	Iteration 28Q: 3 clusters Score -300699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -300699.312500 Penalty: 2688.170166
	Iteration 29Q: 3 clusters Score -300699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -300699.312500 Penalty: 2688.170166
	Iteration 30F: 3 clusters Score -300699.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -341219.812500 Penalty: 1348.593506
	Iteration 0F: 2 clusters Score -341219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -337859.406250 Penalty: 2697.187012
	Iteration 0F: 3 clusters Score -337859.4 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -338780.781250 Penalty: 2697.187012
	Iteration 1F: 3 clusters Score -338780.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -338941.375000 Penalty: 2697.187012
	Iteration 2F: 3 clusters Score -338941.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -339055.406250 Penalty: 2697.187012
	Iteration 3F: 3 clusters Score -339055.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -339175.343750 Penalty: 2697.187012
	Iteration 4Q: 3 clusters Score -339175.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -339280.437500 Penalty: 2697.187012
	Iteration 5Q: 3 clusters Score -339280.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -339385.093750 Penalty: 2697.187012
	Iteration 6Q: 3 clusters Score -339385.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -339498.781250 Penalty: 2697.187012
	Iteration 7Q: 3 clusters Score -339498.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -339604.625000 Penalty: 2697.187012
	Iteration 8Q: 3 clusters Score -339604.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -339695.062500 Penalty: 2697.187012
	Iteration 9Q: 3 clusters Score -339695.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -339799.906250 Penalty: 2697.187012
	Iteration 10Q: 3 clusters Score -339799.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -339895.593750 Penalty: 2697.187012
	Iteration 11Q: 3 clusters Score -339895.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -339974.406250 Penalty: 2697.187012
	Iteration 12Q: 3 clusters Score -339974.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -340020.687500 Penalty: 2697.187012
	Iteration 13Q: 3 clusters Score -340020.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -340037.781250 Penalty: 2697.187012
	Iteration 14Q: 3 clusters Score -340037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -340052.218750 Penalty: 2697.187012
	Iteration 15Q: 3 clusters Score -340052.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -340062.687500 Penalty: 2697.187012
	Iteration 16Q: 3 clusters Score -340062.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -340072.000000 Penalty: 2697.187012
	Iteration 17Q: 3 clusters Score -340072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -340081.125000 Penalty: 2697.187012
	Iteration 18Q: 3 clusters Score -340081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -340087.000000 Penalty: 2697.187012
	Iteration 19Q: 3 clusters Score -340087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -340087.875000 Penalty: 2697.187012
	Iteration 20F: 3 clusters Score -340087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -340090.468750 Penalty: 2697.187012
	Iteration 21Q: 3 clusters Score -340090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -340092.531250 Penalty: 2697.187012
	Iteration 22Q: 3 clusters Score -340092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -340092.375000 Penalty: 2697.187012
	Iteration 23Q: 3 clusters Score -340092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -340093.125000 Penalty: 2697.187012
	Iteration 24Q: 3 clusters Score -340093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -340094.187500 Penalty: 2697.187012
	Iteration 25Q: 3 clusters Score -340094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -340095.468750 Penalty: 2697.187012
	Iteration 26Q: 3 clusters Score -340095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -340096.375000 Penalty: 2697.187012
	Iteration 27Q: 3 clusters Score -340096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -340097.875000 Penalty: 2697.187012
	Iteration 28Q: 3 clusters Score -340097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -340099.062500 Penalty: 2697.187012
	Iteration 29Q: 3 clusters Score -340099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -340100.062500 Penalty: 2697.187012
	Iteration 30Q: 3 clusters Score -340100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -340102.281250 Penalty: 2697.187012
	Iteration 31Q: 3 clusters Score -340102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -340102.062500 Penalty: 2697.187012
	Iteration 32Q: 3 clusters Score -340102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -340102.062500 Penalty: 2697.187012
	Iteration 33F: 3 clusters Score -340102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Entering Unmasked Estep 
Score: -1084980.875000 Penalty: 1547.361938
	Iteration 0F: 2 clusters Score -1084981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1075477.000000 Penalty: 3094.723877
	Iteration 0F: 3 clusters Score -1075477 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1078817.250000 Penalty: 3094.723877
	Iteration 1F: 3 clusters Score -1078817 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1079181.875000 Penalty: 3094.723877
	Iteration 2F: 3 clusters Score -1079182 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1079503.750000 Penalty: 3094.723877
	Iteration 3F: 3 clusters Score -1079504 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1079810.875000 Penalty: 3094.723877
	Iteration 4Q: 3 clusters Score -1079811 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1080113.000000 Penalty: 3094.723877
	Iteration 5Q: 3 clusters Score -1080113 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1080428.250000 Penalty: 3094.723877
	Iteration 6Q: 3 clusters Score -1080428 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1080801.750000 Penalty: 3094.723877
	Iteration 7Q: 3 clusters Score -1080802 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1081226.875000 Penalty: 3094.723877
	Iteration 8Q: 3 clusters Score -1081227 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1081659.875000 Penalty: 3094.723877
	Iteration 9Q: 3 clusters Score -1081660 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1082062.750000 Penalty: 3094.723877
	Iteration 10Q: 3 clusters Score -1082063 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1082449.500000 Penalty: 3094.723877
	Iteration 11Q: 3 clusters Score -1082450 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1082779.125000 Penalty: 3094.723877
	Iteration 12Q: 3 clusters Score -1082779 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1083068.000000 Penalty: 3094.723877
	Iteration 13Q: 3 clusters Score -1083068 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1083323.000000 Penalty: 3094.723877
	Iteration 14Q: 3 clusters Score -1083323 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1083495.000000 Penalty: 3094.723877
	Iteration 15Q: 3 clusters Score -1083495 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1083631.000000 Penalty: 3094.723877
	Iteration 16Q: 3 clusters Score -1083631 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1083736.875000 Penalty: 3094.723877
	Iteration 17Q: 3 clusters Score -1083737 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1083813.625000 Penalty: 3094.723877
	Iteration 18Q: 3 clusters Score -1083814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1083874.125000 Penalty: 3094.723877
	Iteration 19Q: 3 clusters Score -1083874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1083917.500000 Penalty: 3094.723877
	Iteration 20F: 3 clusters Score -1083918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1083950.750000 Penalty: 3094.723877
	Iteration 21Q: 3 clusters Score -1083951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1083967.250000 Penalty: 3094.723877
	Iteration 22Q: 3 clusters Score -1083967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1083981.875000 Penalty: 3094.723877
	Iteration 23Q: 3 clusters Score -1083982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1083990.250000 Penalty: 3094.723877
	Iteration 24Q: 3 clusters Score -1083990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1083995.625000 Penalty: 3094.723877
	Iteration 25Q: 3 clusters Score -1083996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1083999.875000 Penalty: 3094.723877
	Iteration 26Q: 3 clusters Score -1084000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1084005.000000 Penalty: 3094.723877
	Iteration 27Q: 3 clusters Score -1084005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1084006.000000 Penalty: 3094.723877
	Iteration 28Q: 3 clusters Score -1084006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1084008.500000 Penalty: 3094.723877
	Iteration 29Q: 3 clusters Score -1084008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1084008.000000 Penalty: 3094.723877
	Iteration 30Q: 3 clusters Score -1084008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1084007.500000 Penalty: 3094.723877
	Iteration 31Q: 3 clusters Score -1084008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1084008.750000 Penalty: 3094.723877
	Iteration 32Q: 3 clusters Score -1084009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1084009.250000 Penalty: 3094.723877
	Iteration 33Q: 3 clusters Score -1084009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1084009.250000 Penalty: 3094.723877
	Iteration 34F: 3 clusters Score -1084009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -154858.296875 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -154858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152814.718750 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -152814.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153260.156250 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -153260.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -153377.671875 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -153377.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -153474.078125 Penalty: 2460.226562
	Iteration 3F: 3 clusters Score -153474.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153535.859375 Penalty: 2460.226562
	Iteration 4Q: 3 clusters Score -153535.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153587.156250 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -153587.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -153627.953125 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -153628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153655.171875 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -153655.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153679.437500 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -153679.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -153697.218750 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -153697.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153713.718750 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -153713.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153732.843750 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -153732.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -153760.437500 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -153760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153782.906250 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -153782.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153800.312500 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -153800.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153819.125000 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -153819.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -153832.187500 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -153832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153845.843750 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -153845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153863.671875 Penalty: 2460.226562
	Iteration 18Q: 3 clusters Score -153863.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -153880.578125 Penalty: 2460.226562
	Iteration 19Q: 3 clusters Score -153880.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -153897.875000 Penalty: 2460.226562
	Iteration 20F: 3 clusters Score -153897.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -153915.046875 Penalty: 2460.226562
	Iteration 21Q: 3 clusters Score -153915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -153929.234375 Penalty: 2460.226562
	Iteration 22Q: 3 clusters Score -153929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -153940.562500 Penalty: 2460.226562
	Iteration 23Q: 3 clusters Score -153940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -153948.640625 Penalty: 2460.226562
	Iteration 24Q: 3 clusters Score -153948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153957.375000 Penalty: 2460.226562
	Iteration 25Q: 3 clusters Score -153957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153964.062500 Penalty: 2460.226562
	Iteration 26Q: 3 clusters Score -153964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -153966.703125 Penalty: 2460.226562
	Iteration 27Q: 3 clusters Score -153966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153969.343750 Penalty: 2460.226562
	Iteration 28Q: 3 clusters Score -153969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153970.390625 Penalty: 2460.226562
	Iteration 29Q: 3 clusters Score -153970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -153972.609375 Penalty: 2460.226562
	Iteration 30Q: 3 clusters Score -153972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153976.796875 Penalty: 2460.226562
	Iteration 31Q: 3 clusters Score -153976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -153979.531250 Penalty: 2460.226562
	Iteration 32Q: 3 clusters Score -153979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -153980.828125 Penalty: 2460.226562
	Iteration 33Q: 3 clusters Score -153980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -153981.406250 Penalty: 2460.226562
	Iteration 34Q: 3 clusters Score -153981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153981.781250 Penalty: 2460.226562
	Iteration 35Q: 3 clusters Score -153981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -153981.781250 Penalty: 2460.226562
	Iteration 36F: 3 clusters Score -153981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Entering Unmasked Estep 
Score: -730589.562500 Penalty: 1470.079712
	Iteration 0F: 2 clusters Score -730589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -724444.875000 Penalty: 2940.159424
	Iteration 0F: 3 clusters Score -724444.9 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -726441.562500 Penalty: 2940.159424
	Iteration 1F: 3 clusters Score -726441.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -726678.875000 Penalty: 2940.159424
	Iteration 2F: 3 clusters Score -726678.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -726850.187500 Penalty: 2940.159424
	Iteration 3Q: 3 clusters Score -726850.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -726983.687500 Penalty: 2940.159424
	Iteration 4Q: 3 clusters Score -726983.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -727104.000000 Penalty: 2940.159424
	Iteration 5Q: 3 clusters Score -727104 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -727243.187500 Penalty: 2940.159424
	Iteration 6Q: 3 clusters Score -727243.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -727369.562500 Penalty: 2940.159424
	Iteration 7Q: 3 clusters Score -727369.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -727483.250000 Penalty: 2940.159424
	Iteration 8Q: 3 clusters Score -727483.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -727620.812500 Penalty: 2940.159424
	Iteration 9Q: 3 clusters Score -727620.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -727793.750000 Penalty: 2940.159424
	Iteration 10Q: 3 clusters Score -727793.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -727966.500000 Penalty: 2940.159424
	Iteration 11Q: 3 clusters Score -727966.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -728115.187500 Penalty: 2940.159424
	Iteration 12Q: 3 clusters Score -728115.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -728262.375000 Penalty: 2940.159424
	Iteration 13Q: 3 clusters Score -728262.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -728409.562500 Penalty: 2940.159424
	Iteration 14Q: 3 clusters Score -728409.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -728558.875000 Penalty: 2940.159424
	Iteration 15Q: 3 clusters Score -728558.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -728715.562500 Penalty: 2940.159424
	Iteration 16Q: 3 clusters Score -728715.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -728845.187500 Penalty: 2940.159424
	Iteration 17Q: 3 clusters Score -728845.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -728950.312500 Penalty: 2940.159424
	Iteration 18Q: 3 clusters Score -728950.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -729040.187500 Penalty: 2940.159424
	Iteration 19Q: 3 clusters Score -729040.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -729102.875000 Penalty: 2940.159424
	Iteration 20F: 3 clusters Score -729102.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -729149.000000 Penalty: 2940.159424
	Iteration 21Q: 3 clusters Score -729149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -729186.875000 Penalty: 2940.159424
	Iteration 22Q: 3 clusters Score -729186.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -729213.250000 Penalty: 2940.159424
	Iteration 23Q: 3 clusters Score -729213.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -729232.687500 Penalty: 2940.159424
	Iteration 24Q: 3 clusters Score -729232.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -729253.312500 Penalty: 2940.159424
	Iteration 25Q: 3 clusters Score -729253.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -729272.000000 Penalty: 2940.159424
	Iteration 26Q: 3 clusters Score -729272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -729284.812500 Penalty: 2940.159424
	Iteration 27Q: 3 clusters Score -729284.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -729301.437500 Penalty: 2940.159424
	Iteration 28Q: 3 clusters Score -729301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -729309.812500 Penalty: 2940.159424
	Iteration 29Q: 3 clusters Score -729309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -729319.500000 Penalty: 2940.159424
	Iteration 30Q: 3 clusters Score -729319.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -729325.000000 Penalty: 2940.159424
	Iteration 31Q: 3 clusters Score -729325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -729332.875000 Penalty: 2940.159424
	Iteration 32Q: 3 clusters Score -729332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -729335.937500 Penalty: 2940.159424
	Iteration 33Q: 3 clusters Score -729335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -729340.125000 Penalty: 2940.159424
	Iteration 34Q: 3 clusters Score -729340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -729346.187500 Penalty: 2940.159424
	Iteration 35Q: 3 clusters Score -729346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -729348.250000 Penalty: 2940.159424
	Iteration 36Q: 3 clusters Score -729348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -729351.000000 Penalty: 2940.159424
	Iteration 37Q: 3 clusters Score -729351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -729353.250000 Penalty: 2940.159424
	Iteration 38Q: 3 clusters Score -729353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -729355.687500 Penalty: 2940.159424
	Iteration 39Q: 3 clusters Score -729355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -729357.750000 Penalty: 2940.159424
	Iteration 40F: 3 clusters Score -729357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -729362.500000 Penalty: 2940.159424
	Iteration 41Q: 3 clusters Score -729362.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -729371.250000 Penalty: 2940.159424
	Iteration 42Q: 3 clusters Score -729371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -729374.437500 Penalty: 2940.159424
	Iteration 43Q: 3 clusters Score -729374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -729378.437500 Penalty: 2940.159424
	Iteration 44Q: 3 clusters Score -729378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -729378.875000 Penalty: 2940.159424
	Iteration 45Q: 3 clusters Score -729378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -729380.125000 Penalty: 2940.159424
	Iteration 46Q: 3 clusters Score -729380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -729381.875000 Penalty: 2940.159424
	Iteration 47Q: 3 clusters Score -729381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -729383.312500 Penalty: 2940.159424
	Iteration 48Q: 3 clusters Score -729383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -729384.125000 Penalty: 2940.159424
	Iteration 49Q: 3 clusters Score -729384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -729386.125000 Penalty: 2940.159424
	Iteration 50Q: 3 clusters Score -729386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -729388.625000 Penalty: 2940.159424
	Iteration 51Q: 3 clusters Score -729388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -729389.437500 Penalty: 2940.159424
	Iteration 52Q: 3 clusters Score -729389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -729390.687500 Penalty: 2940.159424
	Iteration 53Q: 3 clusters Score -729390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -729390.687500 Penalty: 2940.159424
	Iteration 54F: 3 clusters Score -729390.7 nChanged 0
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -163038816.000000 Penalty: 70660.476562
21->31 Clusters: Score -163038816.000000, best is -163025376.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 31389 members 
Mstep: Class 3 contains 31397 members 
Mstep: Class 4 contains 31216 members 
Mstep: Class 5 contains 31235 members 
Mstep: Class 6 contains 31329 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 31338 members 
Mstep: Class 9 contains 31289 members 
Mstep: Class 10 contains 31432 members 
Mstep: Class 11 contains 31262 members 
Mstep: Class 12 contains 31022 members 
Mstep: Class 13 contains 31406 members 
Mstep: Class 14 contains 31190 members 
Mstep: Class 15 contains 31342 members 
Mstep: Class 16 contains 31186 members 
Mstep: Class 17 contains 31226 members 
Mstep: Class 18 contains 31274 members 
Mstep: Class 19 contains 31662 members 
Mstep: Class 20 contains 31147 members 
Mstep: Class 21 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 920.687439 but Gain 2176.824219
Score: -50997300.000000 Penalty: 43536.496094
Iteration 0F: 21 clusters Score -5.09973e+07 nChanged 620991
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 29597 members 
Mstep: Class 3 contains 37686 members 
Mstep: Class 4 contains 18411 members 
Mstep: Class 5 contains 34296 members 
Mstep: Class 6 contains 25505 members 
Mstep: Class 7 contains 28628 members 
Mstep: Class 8 contains 29180 members 
Mstep: Class 9 contains 24003 members 
Mstep: Class 10 contains 24891 members 
Mstep: Class 11 contains 31841 members 
Mstep: Class 12 contains 22983 members 
Mstep: Class 13 contains 80846 members 
Mstep: Class 14 contains 24267 members 
Mstep: Class 15 contains 49795 members 
Mstep: Class 16 contains 20913 members 
Mstep: Class 17 contains 31136 members 
Mstep: Class 18 contains 37512 members 
Mstep: Class 19 contains 48972 members 
Mstep: Class 20 contains 20092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53026544.000000 Penalty: 43536.496094
Iteration 1F: 21 clusters Score -5.302654e+07 nChanged 236814
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 27002 members 
Mstep: Class 3 contains 45689 members 
Mstep: Class 4 contains 12759 members 
Mstep: Class 5 contains 31530 members 
Mstep: Class 6 contains 19795 members 
Mstep: Class 7 contains 27526 members 
Mstep: Class 8 contains 23814 members 
Mstep: Class 9 contains 18954 members 
Mstep: Class 10 contains 17610 members 
Mstep: Class 11 contains 22591 members 
Mstep: Class 12 contains 20799 members 
Mstep: Class 13 contains 135192 members 
Mstep: Class 14 contains 20087 members 
Mstep: Class 15 contains 45032 members 
Mstep: Class 16 contains 12627 members 
Mstep: Class 17 contains 24701 members 
Mstep: Class 18 contains 38266 members 
Mstep: Class 19 contains 63355 members 
Mstep: Class 20 contains 15475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53453012.000000 Penalty: 43536.496094
Iteration 2F: 21 clusters Score -5.345301e+07 nChanged 173798
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 24039 members 
Mstep: Class 3 contains 47354 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 25026 members 
Mstep: Class 6 contains 17557 members 
Mstep: Class 7 contains 28625 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 15743 members 
Mstep: Class 10 contains 12748 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 23980 members 
Mstep: Class 13 contains 187269 members 
Mstep: Class 14 contains 18957 members 
Mstep: Class 15 contains 32725 members 
Mstep: Class 16 contains 7779 members 
Mstep: Class 17 contains 18351 members 
Mstep: Class 18 contains 39403 members 
Mstep: Class 19 contains 64787 members 
Mstep: Class 20 contains 13479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53683388.000000 Penalty: 43536.496094
Iteration 3F: 21 clusters Score -5.368339e+07 nChanged 130261
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 21294 members 
Mstep: Class 3 contains 40157 members 
Mstep: Class 4 contains 9534 members 
Mstep: Class 5 contains 17887 members 
Mstep: Class 6 contains 14233 members 
Mstep: Class 7 contains 30391 members 
Mstep: Class 8 contains 12421 members 
Mstep: Class 9 contains 12992 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 13485 members 
Mstep: Class 12 contains 28610 members 
Mstep: Class 13 contains 236626 members 
Mstep: Class 14 contains 19299 members 
Mstep: Class 15 contains 25869 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 39435 members 
Mstep: Class 19 contains 52468 members 
Mstep: Class 20 contains 12143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53846092.000000 Penalty: 43536.496094
Iteration 4F: 21 clusters Score -5.384609e+07 nChanged 104528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 19151 members 
Mstep: Class 3 contains 28555 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 11836 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 8601 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 31845 members 
Mstep: Class 13 contains 282146 members 
Mstep: Class 14 contains 20034 members 
Mstep: Class 15 contains 23631 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 14194 members 
Mstep: Class 18 contains 38696 members 
Mstep: Class 19 contains 32997 members 
Mstep: Class 20 contains 11355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53967016.000000 Penalty: 43536.496094
Iteration 5F: 21 clusters Score -5.396702e+07 nChanged 79285
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 17124 members 
Mstep: Class 3 contains 17933 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 31413 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 9801 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 32799 members 
Mstep: Class 13 contains 316990 members 
Mstep: Class 14 contains 20688 members 
Mstep: Class 15 contains 22841 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 14845 members 
Mstep: Class 18 contains 38874 members 
Mstep: Class 19 contains 16387 members 
Mstep: Class 20 contains 11116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035524.000000 Penalty: 43536.496094
Iteration 6F: 21 clusters Score -5.403552e+07 nChanged 53057
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 15514 members 
Mstep: Class 3 contains 11568 members 
Mstep: Class 4 contains 6233 members 
Mstep: Class 5 contains 5837 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 31277 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 9749 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 12185 members 
Mstep: Class 12 contains 32603 members 
Mstep: Class 13 contains 336295 members 
Mstep: Class 14 contains 21174 members 
Mstep: Class 15 contains 21827 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 16133 members 
Mstep: Class 18 contains 39012 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 11214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54074908.000000 Penalty: 43536.496094
Iteration 7F: 21 clusters Score -5.407491e+07 nChanged 35517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 31356 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 10558 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 12246 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 345197 members 
Mstep: Class 14 contains 21447 members 
Mstep: Class 15 contains 20288 members 
Mstep: Class 16 contains 1807 members 
Mstep: Class 17 contains 17635 members 
Mstep: Class 18 contains 38694 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 11226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2074.475830 but Gain 2176.828125
Score: -54101216.000000 Penalty: 41359.667969
Iteration 8F: 20 clusters Score -5.410122e+07 nChanged 28123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 5668 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 31549 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 11819 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 12314 members 
Mstep: Class 12 contains 31317 members 
Mstep: Class 13 contains 349318 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 18528 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 19300 members 
Mstep: Class 18 contains 38365 members 
Mstep: Class 20 contains 11223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54123840.000000 Penalty: 41359.667969
Iteration 9Q: 20 clusters Score -5.412384e+07 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 12921 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 4656 members 
Mstep: Class 7 contains 31379 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 13139 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 12355 members 
Mstep: Class 12 contains 30594 members 
Mstep: Class 13 contains 348273 members 
Mstep: Class 14 contains 21436 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 20747 members 
Mstep: Class 18 contains 37794 members 
Mstep: Class 20 contains 11195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54139556.000000 Penalty: 41359.667969
Iteration 10Q: 20 clusters Score -5.413956e+07 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 5427 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 31169 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 14326 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 12337 members 
Mstep: Class 12 contains 30002 members 
Mstep: Class 13 contains 345312 members 
Mstep: Class 14 contains 21351 members 
Mstep: Class 15 contains 15092 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 21981 members 
Mstep: Class 18 contains 37458 members 
Mstep: Class 20 contains 11028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54152192.000000 Penalty: 41359.667969
Iteration 11Q: 20 clusters Score -5.415219e+07 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 8410 members 
Mstep: Class 6 contains 4867 members 
Mstep: Class 7 contains 30906 members 
Mstep: Class 8 contains 3919 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 12292 members 
Mstep: Class 12 contains 29539 members 
Mstep: Class 13 contains 341621 members 
Mstep: Class 14 contains 21296 members 
Mstep: Class 15 contains 13790 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 22996 members 
Mstep: Class 18 contains 37271 members 
Mstep: Class 20 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54162176.000000 Penalty: 41359.667969
Iteration 12Q: 20 clusters Score -5.416218e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 5287 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 30652 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 15914 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 12 contains 29145 members 
Mstep: Class 13 contains 337757 members 
Mstep: Class 14 contains 21270 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 37149 members 
Mstep: Class 20 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54170416.000000 Penalty: 41359.667969
Iteration 13Q: 20 clusters Score -5.417042e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 19444 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 30388 members 
Mstep: Class 8 contains 4331 members 
Mstep: Class 9 contains 16409 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 12131 members 
Mstep: Class 12 contains 28877 members 
Mstep: Class 13 contains 333670 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 24429 members 
Mstep: Class 18 contains 37019 members 
Mstep: Class 20 contains 10527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54176544.000000 Penalty: 41359.667969
Iteration 14Q: 20 clusters Score -5.417654e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 22505 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 10560 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 30082 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 16814 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 12065 members 
Mstep: Class 12 contains 28637 members 
Mstep: Class 13 contains 329822 members 
Mstep: Class 14 contains 21095 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 1334 members 
Mstep: Class 17 contains 24915 members 
Mstep: Class 18 contains 36859 members 
Mstep: Class 20 contains 10345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54181360.000000 Penalty: 41359.667969
Iteration 15Q: 20 clusters Score -5.418136e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 11647 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 10948 members 
Mstep: Class 6 contains 6251 members 
Mstep: Class 7 contains 29812 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 17122 members 
Mstep: Class 10 contains 3890 members 
Mstep: Class 11 contains 12033 members 
Mstep: Class 12 contains 28453 members 
Mstep: Class 13 contains 326237 members 
Mstep: Class 14 contains 20938 members 
Mstep: Class 15 contains 11148 members 
Mstep: Class 16 contains 1312 members 
Mstep: Class 17 contains 25263 members 
Mstep: Class 18 contains 36644 members 
Mstep: Class 20 contains 10194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54185060.000000 Penalty: 41359.667969
Iteration 16Q: 20 clusters Score -5.418506e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 11604 members 
Mstep: Class 3 contains 28392 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 29541 members 
Mstep: Class 8 contains 4939 members 
Mstep: Class 9 contains 17364 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 11 contains 12046 members 
Mstep: Class 12 contains 28301 members 
Mstep: Class 13 contains 322883 members 
Mstep: Class 14 contains 20746 members 
Mstep: Class 15 contains 10812 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 36454 members 
Mstep: Class 20 contains 10056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54188128.000000 Penalty: 41359.667969
Iteration 17Q: 20 clusters Score -5.418813e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 31137 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 11540 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 29242 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 17561 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 12066 members 
Mstep: Class 12 contains 28211 members 
Mstep: Class 13 contains 319839 members 
Mstep: Class 14 contains 20544 members 
Mstep: Class 15 contains 10564 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 36181 members 
Mstep: Class 20 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54190444.000000 Penalty: 41359.667969
Iteration 18Q: 20 clusters Score -5.419044e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 33834 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 11724 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 28942 members 
Mstep: Class 8 contains 5335 members 
Mstep: Class 9 contains 17732 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 12113 members 
Mstep: Class 12 contains 28076 members 
Mstep: Class 13 contains 317029 members 
Mstep: Class 14 contains 20322 members 
Mstep: Class 15 contains 10363 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 25795 members 
Mstep: Class 18 contains 35833 members 
Mstep: Class 20 contains 9823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54193056.000000 Penalty: 41359.667969
Iteration 19Q: 20 clusters Score -5.419306e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 11541 members 
Mstep: Class 3 contains 36292 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 11891 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 28639 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 17839 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 12172 members 
Mstep: Class 12 contains 27987 members 
Mstep: Class 13 contains 314534 members 
Mstep: Class 14 contains 20120 members 
Mstep: Class 15 contains 10220 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 25856 members 
Mstep: Class 18 contains 35407 members 
Mstep: Class 20 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54197916.000000 Penalty: 41359.667969
Iteration 20F: 20 clusters Score -5.419792e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 41309 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 28368 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 11 contains 12125 members 
Mstep: Class 12 contains 27726 members 
Mstep: Class 13 contains 309674 members 
Mstep: Class 14 contains 19819 members 
Mstep: Class 15 contains 10079 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 25993 members 
Mstep: Class 18 contains 34744 members 
Mstep: Class 20 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54202968.000000 Penalty: 41359.667969
Iteration 21Q: 20 clusters Score -5.420297e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 46931 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 12894 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 12124 members 
Mstep: Class 12 contains 27550 members 
Mstep: Class 13 contains 304319 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 9962 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 34096 members 
Mstep: Class 20 contains 9542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54208508.000000 Penalty: 41359.667969
Iteration 22Q: 20 clusters Score -5.420851e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 53707 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 7011 members 
Mstep: Class 7 contains 27567 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 17720 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 12189 members 
Mstep: Class 12 contains 27390 members 
Mstep: Class 13 contains 297973 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 26079 members 
Mstep: Class 18 contains 33383 members 
Mstep: Class 20 contains 9438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54216164.000000 Penalty: 41359.667969
Iteration 23Q: 20 clusters Score -5.421616e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 61656 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 13595 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 7 contains 27044 members 
Mstep: Class 8 contains 6397 members 
Mstep: Class 9 contains 17655 members 
Mstep: Class 10 contains 6910 members 
Mstep: Class 11 contains 12258 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 290666 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 15 contains 9789 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 32637 members 
Mstep: Class 20 contains 9331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54224876.000000 Penalty: 41359.667969
Iteration 24Q: 20 clusters Score -5.422488e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 70815 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 13884 members 
Mstep: Class 6 contains 7094 members 
Mstep: Class 7 contains 26349 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 17589 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 11 contains 12325 members 
Mstep: Class 12 contains 27136 members 
Mstep: Class 13 contains 282379 members 
Mstep: Class 14 contains 18529 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 26091 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 20 contains 9198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54235752.000000 Penalty: 41359.667969
Iteration 25Q: 20 clusters Score -5.423575e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 81126 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 14110 members 
Mstep: Class 6 contains 7119 members 
Mstep: Class 7 contains 25486 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 17438 members 
Mstep: Class 10 contains 7783 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 27046 members 
Mstep: Class 13 contains 273133 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 15 contains 9667 members 
Mstep: Class 16 contains 1106 members 
Mstep: Class 17 contains 26080 members 
Mstep: Class 18 contains 31286 members 
Mstep: Class 20 contains 9060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54247308.000000 Penalty: 41359.667969
Iteration 26Q: 20 clusters Score -5.424731e+07 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 91332 members 
Mstep: Class 4 contains 5299 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 24454 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 17236 members 
Mstep: Class 10 contains 8242 members 
Mstep: Class 11 contains 12433 members 
Mstep: Class 12 contains 26996 members 
Mstep: Class 13 contains 264099 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 1093 members 
Mstep: Class 17 contains 26056 members 
Mstep: Class 18 contains 30742 members 
Mstep: Class 20 contains 8950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54259200.000000 Penalty: 41359.667969
Iteration 27Q: 20 clusters Score -5.42592e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 100746 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 23272 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 17048 members 
Mstep: Class 10 contains 8704 members 
Mstep: Class 11 contains 12473 members 
Mstep: Class 12 contains 26867 members 
Mstep: Class 13 contains 255989 members 
Mstep: Class 14 contains 17486 members 
Mstep: Class 15 contains 9565 members 
Mstep: Class 16 contains 1082 members 
Mstep: Class 17 contains 26075 members 
Mstep: Class 18 contains 30303 members 
Mstep: Class 20 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54270312.000000 Penalty: 41359.667969
Iteration 28Q: 20 clusters Score -5.427031e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 109056 members 
Mstep: Class 4 contains 5299 members 
Mstep: Class 5 contains 14569 members 
Mstep: Class 6 contains 7168 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 16860 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 12483 members 
Mstep: Class 12 contains 26773 members 
Mstep: Class 13 contains 249017 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 9516 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 26104 members 
Mstep: Class 18 contains 29868 members 
Mstep: Class 20 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54279836.000000 Penalty: 41359.667969
Iteration 29Q: 20 clusters Score -5.427984e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 116254 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 7178 members 
Mstep: Class 7 contains 20660 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 16665 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 12467 members 
Mstep: Class 12 contains 26667 members 
Mstep: Class 13 contains 243095 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 15 contains 9469 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 29425 members 
Mstep: Class 20 contains 8611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54288612.000000 Penalty: 41359.667969
Iteration 30Q: 20 clusters Score -5.428861e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 122228 members 
Mstep: Class 4 contains 5308 members 
Mstep: Class 5 contains 14758 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 19452 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 12430 members 
Mstep: Class 12 contains 26567 members 
Mstep: Class 13 contains 238225 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 29000 members 
Mstep: Class 20 contains 8500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54297160.000000 Penalty: 41359.667969
Iteration 31Q: 20 clusters Score -5.429716e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 127166 members 
Mstep: Class 4 contains 5315 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 6 contains 7225 members 
Mstep: Class 7 contains 18342 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 16384 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 12387 members 
Mstep: Class 12 contains 26452 members 
Mstep: Class 13 contains 234029 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 20 contains 8381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54305332.000000 Penalty: 41359.667969
Iteration 32Q: 20 clusters Score -5.430533e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 12610 members 
Mstep: Class 3 contains 131446 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 14979 members 
Mstep: Class 6 contains 7253 members 
Mstep: Class 7 contains 17349 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 16309 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 12321 members 
Mstep: Class 12 contains 26325 members 
Mstep: Class 13 contains 230275 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 1069 members 
Mstep: Class 17 contains 26109 members 
Mstep: Class 18 contains 28179 members 
Mstep: Class 20 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54314040.000000 Penalty: 41359.667969
Iteration 33Q: 20 clusters Score -5.431404e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 3 contains 135379 members 
Mstep: Class 4 contains 5351 members 
Mstep: Class 5 contains 15114 members 
Mstep: Class 6 contains 7271 members 
Mstep: Class 7 contains 16492 members 
Mstep: Class 8 contains 7840 members 
Mstep: Class 9 contains 16250 members 
Mstep: Class 10 contains 10451 members 
Mstep: Class 11 contains 12249 members 
Mstep: Class 12 contains 26232 members 
Mstep: Class 13 contains 226582 members 
Mstep: Class 14 contains 16142 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 1075 members 
Mstep: Class 17 contains 26055 members 
Mstep: Class 18 contains 27813 members 
Mstep: Class 20 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54323776.000000 Penalty: 41359.667969
Iteration 34Q: 20 clusters Score -5.432378e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 12798 members 
Mstep: Class 3 contains 139123 members 
Mstep: Class 4 contains 5359 members 
Mstep: Class 5 contains 15286 members 
Mstep: Class 6 contains 7293 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 7903 members 
Mstep: Class 9 contains 16263 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 26175 members 
Mstep: Class 13 contains 222894 members 
Mstep: Class 14 contains 16086 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 25989 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 20 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54335056.000000 Penalty: 41359.667969
Iteration 35Q: 20 clusters Score -5.433506e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 142740 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 15461 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 14946 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 16265 members 
Mstep: Class 10 contains 10708 members 
Mstep: Class 11 contains 12119 members 
Mstep: Class 12 contains 26089 members 
Mstep: Class 13 contains 219455 members 
Mstep: Class 14 contains 16010 members 
Mstep: Class 15 contains 9150 members 
Mstep: Class 16 contains 1083 members 
Mstep: Class 17 contains 25923 members 
Mstep: Class 18 contains 27190 members 
Mstep: Class 20 contains 7900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54345748.000000 Penalty: 41359.667969
Iteration 36Q: 20 clusters Score -5.434575e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 12315 members 
Mstep: Class 3 contains 146039 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 7333 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 16289 members 
Mstep: Class 10 contains 10796 members 
Mstep: Class 11 contains 12057 members 
Mstep: Class 12 contains 25999 members 
Mstep: Class 13 contains 216362 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 15 contains 9082 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 25842 members 
Mstep: Class 18 contains 26950 members 
Mstep: Class 20 contains 7810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54354148.000000 Penalty: 41359.667969
Iteration 37Q: 20 clusters Score -5.435415e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 148933 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 15764 members 
Mstep: Class 6 contains 7361 members 
Mstep: Class 7 contains 13769 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 16319 members 
Mstep: Class 10 contains 10865 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 25902 members 
Mstep: Class 13 contains 213853 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 1098 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 26748 members 
Mstep: Class 20 contains 7732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54360508.000000 Penalty: 41359.667969
Iteration 38Q: 20 clusters Score -5.436051e+07 nChanged 6604
Entering ConstructFrom: 
Score: -54360508.000000 Penalty: 41359.667969
Entering ConstructFrom: 
Trying to split cluster 1 (81421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Entering Unmasked Estep 
Score: -6952186.500000 Penalty: 1837.450562
	Iteration 0F: 2 clusters Score -6952186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6897778.000000 Penalty: 3674.901123
	Iteration 0F: 3 clusters Score -6897778 nChanged 38802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -6920697.000000 Penalty: 3674.901123
	Iteration 1F: 3 clusters Score -6920697 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6922238.500000 Penalty: 3674.901123
	Iteration 2Q: 3 clusters Score -6922238 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6924710.500000 Penalty: 3674.901123
	Iteration 3F: 3 clusters Score -6924710 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -6928666.000000 Penalty: 3674.901123
	Iteration 4F: 3 clusters Score -6928666 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -6933663.500000 Penalty: 3674.901123
	Iteration 5F: 3 clusters Score -6933664 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -6938617.500000 Penalty: 3674.901123
	Iteration 6F: 3 clusters Score -6938618 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -6942450.500000 Penalty: 3674.901123
	Iteration 7F: 3 clusters Score -6942450 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -6944775.000000 Penalty: 3674.901123
	Iteration 8Q: 3 clusters Score -6944775 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -6946210.000000 Penalty: 3674.901123
	Iteration 9Q: 3 clusters Score -6946210 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -6947184.500000 Penalty: 3674.901123
	Iteration 10Q: 3 clusters Score -6947184 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -6948033.000000 Penalty: 3674.901123
	Iteration 11Q: 3 clusters Score -6948033 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -6948711.000000 Penalty: 3674.901123
	Iteration 12Q: 3 clusters Score -6948711 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -6949274.500000 Penalty: 3674.901123
	Iteration 13Q: 3 clusters Score -6949274 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -6949675.500000 Penalty: 3674.901123
	Iteration 14Q: 3 clusters Score -6949676 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -6950008.500000 Penalty: 3674.901123
	Iteration 15Q: 3 clusters Score -6950008 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -6950219.500000 Penalty: 3674.901123
	Iteration 16Q: 3 clusters Score -6950220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -6950352.000000 Penalty: 3674.901123
	Iteration 17Q: 3 clusters Score -6950352 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -6950492.500000 Penalty: 3674.901123
	Iteration 18Q: 3 clusters Score -6950492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -6950610.500000 Penalty: 3674.901123
	Iteration 19Q: 3 clusters Score -6950610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -6950694.500000 Penalty: 3674.901123
	Iteration 20F: 3 clusters Score -6950694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -6950738.000000 Penalty: 3674.901123
	Iteration 21Q: 3 clusters Score -6950738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -6950773.000000 Penalty: 3674.901123
	Iteration 22Q: 3 clusters Score -6950773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -6950797.500000 Penalty: 3674.901123
	Iteration 23Q: 3 clusters Score -6950798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -6950813.500000 Penalty: 3674.901123
	Iteration 24Q: 3 clusters Score -6950814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -6950822.500000 Penalty: 3674.901123
	Iteration 25Q: 3 clusters Score -6950822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -6950822.000000 Penalty: 3674.901123
	Iteration 26Q: 3 clusters Score -6950822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -6950833.000000 Penalty: 3674.901123
	Iteration 27Q: 3 clusters Score -6950833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -6950833.500000 Penalty: 3674.901123
	Iteration 28Q: 3 clusters Score -6950834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -6950839.500000 Penalty: 3674.901123
	Iteration 29Q: 3 clusters Score -6950840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -6950841.500000 Penalty: 3674.901123
	Iteration 30Q: 3 clusters Score -6950842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -6950848.500000 Penalty: 3674.901123
	Iteration 31Q: 3 clusters Score -6950848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -6950844.500000 Penalty: 3674.901123
	Iteration 32Q: 3 clusters Score -6950844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 80906 members 
Entering Unmasked Estep 
Score: -6950846.500000 Penalty: 3674.901123
	Iteration 33Q: 3 clusters Score -6950846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -6950852.000000 Penalty: 3674.901123
	Iteration 34Q: 3 clusters Score -6950852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -6950852.000000 Penalty: 3674.901123
	Iteration 35F: 3 clusters Score -6950852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Entering Unmasked Estep 
Score: -947421.562500 Penalty: 1519.702148
	Iteration 0F: 2 clusters Score -947421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -939377.125000 Penalty: 3039.404297
	Iteration 0F: 3 clusters Score -939377.1 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -942233.375000 Penalty: 3039.404297
	Iteration 1F: 3 clusters Score -942233.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -942615.312500 Penalty: 3039.404297
	Iteration 2F: 3 clusters Score -942615.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -943026.312500 Penalty: 3039.404297
	Iteration 3F: 3 clusters Score -943026.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -943597.687500 Penalty: 3039.404297
	Iteration 4F: 3 clusters Score -943597.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -944233.562500 Penalty: 3039.404297
	Iteration 5F: 3 clusters Score -944233.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -944930.937500 Penalty: 3039.404297
	Iteration 6F: 3 clusters Score -944930.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -945565.937500 Penalty: 3039.404297
	Iteration 7F: 3 clusters Score -945565.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -946151.937500 Penalty: 3039.404297
	Iteration 8F: 3 clusters Score -946151.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -946628.250000 Penalty: 3039.404297
	Iteration 9F: 3 clusters Score -946628.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -947039.375000 Penalty: 3039.404297
	Iteration 10Q: 3 clusters Score -947039.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -947439.312500 Penalty: 3039.404297
	Iteration 11Q: 3 clusters Score -947439.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -947802.500000 Penalty: 3039.404297
	Iteration 12Q: 3 clusters Score -947802.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -947982.375000 Penalty: 3039.404297
	Iteration 13Q: 3 clusters Score -947982.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -948093.312500 Penalty: 3039.404297
	Iteration 14Q: 3 clusters Score -948093.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -948161.750000 Penalty: 3039.404297
	Iteration 15Q: 3 clusters Score -948161.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -948199.000000 Penalty: 3039.404297
	Iteration 16Q: 3 clusters Score -948199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -948217.375000 Penalty: 3039.404297
	Iteration 17Q: 3 clusters Score -948217.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -948224.812500 Penalty: 3039.404297
	Iteration 18Q: 3 clusters Score -948224.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -948229.750000 Penalty: 3039.404297
	Iteration 19Q: 3 clusters Score -948229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -948232.875000 Penalty: 3039.404297
	Iteration 20F: 3 clusters Score -948232.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -948233.375000 Penalty: 3039.404297
	Iteration 21Q: 3 clusters Score -948233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -948238.500000 Penalty: 3039.404297
	Iteration 22Q: 3 clusters Score -948238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -948236.687500 Penalty: 3039.404297
	Iteration 23Q: 3 clusters Score -948236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -948237.000000 Penalty: 3039.404297
	Iteration 24Q: 3 clusters Score -948237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -948237.437500 Penalty: 3039.404297
	Iteration 25Q: 3 clusters Score -948237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -948237.437500 Penalty: 3039.404297
	Iteration 26F: 3 clusters Score -948237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 212138 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Entering Unmasked Estep 
Score: -54361864.000000 Penalty: 43536.496094
Splitting cluster 2 changes total score from -54360508.000000 to -54361864.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (151208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Entering Unmasked Estep 
Score: -13093524.000000 Penalty: 1938.041870
	Iteration 0F: 2 clusters Score -1.309352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -12992250.000000 Penalty: 3876.083740
	Iteration 0F: 3 clusters Score -1.299225e+07 nChanged 72935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -13035411.000000 Penalty: 3876.083740
	Iteration 1F: 3 clusters Score -1.303541e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -13036821.000000 Penalty: 3876.083740
	Iteration 2Q: 3 clusters Score -1.303682e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -13038957.000000 Penalty: 3876.083740
	Iteration 3Q: 3 clusters Score -1.303896e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -13042096.000000 Penalty: 3876.083740
	Iteration 4Q: 3 clusters Score -1.30421e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -13046843.000000 Penalty: 3876.083740
	Iteration 5F: 3 clusters Score -1.304684e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -13054222.000000 Penalty: 3876.083740
	Iteration 6F: 3 clusters Score -1.305422e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -13064331.000000 Penalty: 3876.083740
	Iteration 7F: 3 clusters Score -1.306433e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132037 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -13074728.000000 Penalty: 3876.083740
	Iteration 8F: 3 clusters Score -1.307473e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141098 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -13083236.000000 Penalty: 3876.083740
	Iteration 9F: 3 clusters Score -1.308324e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -13088166.000000 Penalty: 3876.083740
	Iteration 10Q: 3 clusters Score -1.308817e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13090544.000000 Penalty: 3876.083740
	Iteration 11Q: 3 clusters Score -1.309054e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150297 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13091299.000000 Penalty: 3876.083740
	Iteration 12Q: 3 clusters Score -1.30913e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13091619.000000 Penalty: 3876.083740
	Iteration 13Q: 3 clusters Score -1.309162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13091761.000000 Penalty: 3876.083740
	Iteration 14Q: 3 clusters Score -1.309176e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150840 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13091829.000000 Penalty: 3876.083740
	Iteration 15Q: 3 clusters Score -1.309183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150860 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13091862.000000 Penalty: 3876.083740
	Iteration 16Q: 3 clusters Score -1.309186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13091886.000000 Penalty: 3876.083740
	Iteration 17Q: 3 clusters Score -1.309189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13091905.000000 Penalty: 3876.083740
	Iteration 18Q: 3 clusters Score -1.30919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13091916.000000 Penalty: 3876.083740
	Iteration 19Q: 3 clusters Score -1.309192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13091930.000000 Penalty: 3876.083740
	Iteration 20F: 3 clusters Score -1.309193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13091934.000000 Penalty: 3876.083740
	Iteration 21Q: 3 clusters Score -1.309193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13091931.000000 Penalty: 3876.083740
	Iteration 22Q: 3 clusters Score -1.309193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13091940.000000 Penalty: 3876.083740
	Iteration 23Q: 3 clusters Score -1.309194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13091934.000000 Penalty: 3876.083740
	Iteration 24Q: 3 clusters Score -1.309193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13091934.000000 Penalty: 3876.083740
	Iteration 25F: 3 clusters Score -1.309193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -409349.656250 Penalty: 1397.240845
	Iteration 0F: 2 clusters Score -409349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -405151.843750 Penalty: 2794.481689
	Iteration 0F: 3 clusters Score -405151.8 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -407369.312500 Penalty: 2794.481689
	Iteration 1F: 3 clusters Score -407369.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -408588.281250 Penalty: 2794.481689
	Iteration 2F: 3 clusters Score -408588.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -409537.312500 Penalty: 2794.481689
	Iteration 3F: 3 clusters Score -409537.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410099.843750 Penalty: 2794.481689
	Iteration 4F: 3 clusters Score -410099.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -410392.937500 Penalty: 2794.481689
	Iteration 5F: 3 clusters Score -410392.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -410625.968750 Penalty: 2794.481689
	Iteration 6Q: 3 clusters Score -410626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -410865.625000 Penalty: 2794.481689
	Iteration 7Q: 3 clusters Score -410865.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -411027.156250 Penalty: 2794.481689
	Iteration 8Q: 3 clusters Score -411027.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -411080.156250 Penalty: 2794.481689
	Iteration 9Q: 3 clusters Score -411080.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -411107.718750 Penalty: 2794.481689
	Iteration 10Q: 3 clusters Score -411107.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -411116.156250 Penalty: 2794.481689
	Iteration 11Q: 3 clusters Score -411116.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -411117.875000 Penalty: 2794.481689
	Iteration 12Q: 3 clusters Score -411117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -411119.500000 Penalty: 2794.481689
	Iteration 13Q: 3 clusters Score -411119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -411121.781250 Penalty: 2794.481689
	Iteration 14Q: 3 clusters Score -411121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -411123.375000 Penalty: 2794.481689
	Iteration 15Q: 3 clusters Score -411123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -411123.343750 Penalty: 2794.481689
	Iteration 16Q: 3 clusters Score -411123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -411122.968750 Penalty: 2794.481689
	Iteration 17Q: 3 clusters Score -411123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -411123.281250 Penalty: 2794.481689
	Iteration 18Q: 3 clusters Score -411123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -411123.531250 Penalty: 2794.481689
	Iteration 19Q: 3 clusters Score -411123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -411123.531250 Penalty: 2794.481689
	Iteration 20F: 3 clusters Score -411123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 212138 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Entering Unmasked Estep 
Score: -54362872.000000 Penalty: 45713.320312
Splitting cluster 4 changes total score from -54360508.000000 to -54362872.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (15868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Entering Unmasked Estep 
Score: -1346978.875000 Penalty: 1571.709717
	Iteration 0F: 2 clusters Score -1346979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1336061.375000 Penalty: 3143.419434
	Iteration 0F: 3 clusters Score -1336061 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1340075.625000 Penalty: 3143.419434
	Iteration 1F: 3 clusters Score -1340076 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1340502.000000 Penalty: 3143.419434
	Iteration 2F: 3 clusters Score -1340502 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1340980.125000 Penalty: 3143.419434
	Iteration 3F: 3 clusters Score -1340980 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1341523.375000 Penalty: 3143.419434
	Iteration 4F: 3 clusters Score -1341523 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1342135.750000 Penalty: 3143.419434
	Iteration 5F: 3 clusters Score -1342136 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1342711.875000 Penalty: 3143.419434
	Iteration 6F: 3 clusters Score -1342712 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1343236.875000 Penalty: 3143.419434
	Iteration 7F: 3 clusters Score -1343237 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1343724.500000 Penalty: 3143.419434
	Iteration 8Q: 3 clusters Score -1343724 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1344212.000000 Penalty: 3143.419434
	Iteration 9Q: 3 clusters Score -1344212 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1344605.375000 Penalty: 3143.419434
	Iteration 10Q: 3 clusters Score -1344605 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1344853.875000 Penalty: 3143.419434
	Iteration 11Q: 3 clusters Score -1344854 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1345051.375000 Penalty: 3143.419434
	Iteration 12Q: 3 clusters Score -1345051 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1345218.000000 Penalty: 3143.419434
	Iteration 13Q: 3 clusters Score -1345218 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1345349.125000 Penalty: 3143.419434
	Iteration 14Q: 3 clusters Score -1345349 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1345424.500000 Penalty: 3143.419434
	Iteration 15Q: 3 clusters Score -1345424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1345482.625000 Penalty: 3143.419434
	Iteration 16Q: 3 clusters Score -1345483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1345515.125000 Penalty: 3143.419434
	Iteration 17Q: 3 clusters Score -1345515 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1345540.375000 Penalty: 3143.419434
	Iteration 18Q: 3 clusters Score -1345540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1345555.750000 Penalty: 3143.419434
	Iteration 19Q: 3 clusters Score -1345556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1345573.000000 Penalty: 3143.419434
	Iteration 20F: 3 clusters Score -1345573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1345591.000000 Penalty: 3143.419434
	Iteration 21Q: 3 clusters Score -1345591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1345606.375000 Penalty: 3143.419434
	Iteration 22Q: 3 clusters Score -1345606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1345621.500000 Penalty: 3143.419434
	Iteration 23Q: 3 clusters Score -1345622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1345636.125000 Penalty: 3143.419434
	Iteration 24Q: 3 clusters Score -1345636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1345645.375000 Penalty: 3143.419434
	Iteration 25Q: 3 clusters Score -1345645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1345653.000000 Penalty: 3143.419434
	Iteration 26Q: 3 clusters Score -1345653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1345661.750000 Penalty: 3143.419434
	Iteration 27Q: 3 clusters Score -1345662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1345676.250000 Penalty: 3143.419434
	Iteration 28Q: 3 clusters Score -1345676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1345691.000000 Penalty: 3143.419434
	Iteration 29Q: 3 clusters Score -1345691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1345701.375000 Penalty: 3143.419434
	Iteration 30Q: 3 clusters Score -1345701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1345707.750000 Penalty: 3143.419434
	Iteration 31Q: 3 clusters Score -1345708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1345715.125000 Penalty: 3143.419434
	Iteration 32Q: 3 clusters Score -1345715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1345719.125000 Penalty: 3143.419434
	Iteration 33Q: 3 clusters Score -1345719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1345732.375000 Penalty: 3143.419434
	Iteration 34Q: 3 clusters Score -1345732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1345740.500000 Penalty: 3143.419434
	Iteration 35Q: 3 clusters Score -1345740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1345748.125000 Penalty: 3143.419434
	Iteration 36Q: 3 clusters Score -1345748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1345754.125000 Penalty: 3143.419434
	Iteration 37Q: 3 clusters Score -1345754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1345760.000000 Penalty: 3143.419434
	Iteration 38Q: 3 clusters Score -1345760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1345763.750000 Penalty: 3143.419434
	Iteration 39Q: 3 clusters Score -1345764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1345773.875000 Penalty: 3143.419434
	Iteration 40F: 3 clusters Score -1345774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1345782.875000 Penalty: 3143.419434
	Iteration 41Q: 3 clusters Score -1345783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1345790.250000 Penalty: 3143.419434
	Iteration 42Q: 3 clusters Score -1345790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1345793.250000 Penalty: 3143.419434
	Iteration 43Q: 3 clusters Score -1345793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1345804.000000 Penalty: 3143.419434
	Iteration 44Q: 3 clusters Score -1345804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1345814.125000 Penalty: 3143.419434
	Iteration 45Q: 3 clusters Score -1345814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1345820.125000 Penalty: 3143.419434
	Iteration 46Q: 3 clusters Score -1345820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1345827.250000 Penalty: 3143.419434
	Iteration 47Q: 3 clusters Score -1345827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1345831.000000 Penalty: 3143.419434
	Iteration 48Q: 3 clusters Score -1345831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1345835.000000 Penalty: 3143.419434
	Iteration 49Q: 3 clusters Score -1345835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1345837.250000 Penalty: 3143.419434
	Iteration 50Q: 3 clusters Score -1345837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1345841.375000 Penalty: 3143.419434
	Iteration 51Q: 3 clusters Score -1345841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1345842.625000 Penalty: 3143.419434
	Iteration 52Q: 3 clusters Score -1345843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1345846.375000 Penalty: 3143.419434
	Iteration 53Q: 3 clusters Score -1345846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1345850.000000 Penalty: 3143.419434
	Iteration 54Q: 3 clusters Score -1345850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1345851.375000 Penalty: 3143.419434
	Iteration 55Q: 3 clusters Score -1345851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1345853.625000 Penalty: 3143.419434
	Iteration 56Q: 3 clusters Score -1345854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1345855.750000 Penalty: 3143.419434
	Iteration 57Q: 3 clusters Score -1345856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1345863.125000 Penalty: 3143.419434
	Iteration 58Q: 3 clusters Score -1345863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1345866.750000 Penalty: 3143.419434
	Iteration 59Q: 3 clusters Score -1345867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1345874.375000 Penalty: 3143.419434
	Iteration 60F: 3 clusters Score -1345874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1345877.125000 Penalty: 3143.419434
	Iteration 61Q: 3 clusters Score -1345877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1345879.375000 Penalty: 3143.419434
	Iteration 62Q: 3 clusters Score -1345879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1345881.000000 Penalty: 3143.419434
	Iteration 63Q: 3 clusters Score -1345881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1345887.875000 Penalty: 3143.419434
	Iteration 64Q: 3 clusters Score -1345888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1345892.750000 Penalty: 3143.419434
	Iteration 65Q: 3 clusters Score -1345893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1345895.875000 Penalty: 3143.419434
	Iteration 66Q: 3 clusters Score -1345896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1345903.750000 Penalty: 3143.419434
	Iteration 67Q: 3 clusters Score -1345904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1345908.000000 Penalty: 3143.419434
	Iteration 68Q: 3 clusters Score -1345908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1345910.375000 Penalty: 3143.419434
	Iteration 69Q: 3 clusters Score -1345910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1345917.375000 Penalty: 3143.419434
	Iteration 70Q: 3 clusters Score -1345917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1345921.625000 Penalty: 3143.419434
	Iteration 71Q: 3 clusters Score -1345922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1345926.500000 Penalty: 3143.419434
	Iteration 72Q: 3 clusters Score -1345926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1345932.500000 Penalty: 3143.419434
	Iteration 73Q: 3 clusters Score -1345932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1345932.750000 Penalty: 3143.419434
	Iteration 74Q: 3 clusters Score -1345933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1345935.875000 Penalty: 3143.419434
	Iteration 75Q: 3 clusters Score -1345936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1345935.500000 Penalty: 3143.419434
	Iteration 76Q: 3 clusters Score -1345936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1345939.000000 Penalty: 3143.419434
	Iteration 77Q: 3 clusters Score -1345939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1345938.125000 Penalty: 3143.419434
	Iteration 78Q: 3 clusters Score -1345938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1345940.000000 Penalty: 3143.419434
	Iteration 79Q: 3 clusters Score -1345940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1345940.500000 Penalty: 3143.419434
	Iteration 80F: 3 clusters Score -1345940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1345943.000000 Penalty: 3143.419434
	Iteration 81Q: 3 clusters Score -1345943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1345945.250000 Penalty: 3143.419434
	Iteration 82Q: 3 clusters Score -1345945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1345946.625000 Penalty: 3143.419434
	Iteration 83Q: 3 clusters Score -1345947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1345947.125000 Penalty: 3143.419434
	Iteration 84Q: 3 clusters Score -1345947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1345947.625000 Penalty: 3143.419434
	Iteration 85Q: 3 clusters Score -1345948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1345950.875000 Penalty: 3143.419434
	Iteration 86Q: 3 clusters Score -1345951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1345953.000000 Penalty: 3143.419434
	Iteration 87Q: 3 clusters Score -1345953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1345952.625000 Penalty: 3143.419434
	Iteration 88Q: 3 clusters Score -1345953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1345955.750000 Penalty: 3143.419434
	Iteration 89Q: 3 clusters Score -1345956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1345957.125000 Penalty: 3143.419434
	Iteration 90Q: 3 clusters Score -1345957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1345956.625000 Penalty: 3143.419434
	Iteration 91Q: 3 clusters Score -1345957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1345956.875000 Penalty: 3143.419434
	Iteration 92Q: 3 clusters Score -1345957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1345956.875000 Penalty: 3143.419434
	Iteration 93F: 3 clusters Score -1345957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -616740.937500 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -616740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -611186.875000 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -611186.9 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -613020.812500 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -613020.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -613526.000000 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -613526 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -614081.000000 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -614081 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -614646.187500 Penalty: 2895.808838
	Iteration 4F: 3 clusters Score -614646.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -615175.187500 Penalty: 2895.808838
	Iteration 5F: 3 clusters Score -615175.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -615627.437500 Penalty: 2895.808838
	Iteration 6F: 3 clusters Score -615627.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -615986.437500 Penalty: 2895.808838
	Iteration 7F: 3 clusters Score -615986.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -616274.625000 Penalty: 2895.808838
	Iteration 8Q: 3 clusters Score -616274.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -616458.687500 Penalty: 2895.808838
	Iteration 9Q: 3 clusters Score -616458.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -616567.062500 Penalty: 2895.808838
	Iteration 10Q: 3 clusters Score -616567.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -616634.875000 Penalty: 2895.808838
	Iteration 11Q: 3 clusters Score -616634.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -616679.062500 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -616679.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -616704.562500 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -616704.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -616720.187500 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -616720.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -616732.625000 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -616732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -616738.125000 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -616738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -616742.875000 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -616742.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -616744.187500 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -616744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -616747.687500 Penalty: 2895.808838
	Iteration 19Q: 3 clusters Score -616747.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -616748.937500 Penalty: 2895.808838
	Iteration 20F: 3 clusters Score -616748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -616750.375000 Penalty: 2895.808838
	Iteration 21Q: 3 clusters Score -616750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -616751.312500 Penalty: 2895.808838
	Iteration 22Q: 3 clusters Score -616751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -616754.062500 Penalty: 2895.808838
	Iteration 23Q: 3 clusters Score -616754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -616754.875000 Penalty: 2895.808838
	Iteration 24Q: 3 clusters Score -616754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -616757.687500 Penalty: 2895.808838
	Iteration 25Q: 3 clusters Score -616757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -616759.125000 Penalty: 2895.808838
	Iteration 26Q: 3 clusters Score -616759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -616759.437500 Penalty: 2895.808838
	Iteration 27Q: 3 clusters Score -616759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -616759.812500 Penalty: 2895.808838
	Iteration 28Q: 3 clusters Score -616759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -616759.312500 Penalty: 2895.808838
	Iteration 29Q: 3 clusters Score -616759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -616761.562500 Penalty: 2895.808838
	Iteration 30Q: 3 clusters Score -616761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -616764.187500 Penalty: 2895.808838
	Iteration 31Q: 3 clusters Score -616764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -616765.375000 Penalty: 2895.808838
	Iteration 32Q: 3 clusters Score -616765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -616767.625000 Penalty: 2895.808838
	Iteration 33Q: 3 clusters Score -616767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -616769.687500 Penalty: 2895.808838
	Iteration 34Q: 3 clusters Score -616769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -616769.750000 Penalty: 2895.808838
	Iteration 35Q: 3 clusters Score -616769.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -616771.562500 Penalty: 2895.808838
	Iteration 36Q: 3 clusters Score -616771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -616774.500000 Penalty: 2895.808838
	Iteration 37Q: 3 clusters Score -616774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -616776.000000 Penalty: 2895.808838
	Iteration 38Q: 3 clusters Score -616776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -616776.750000 Penalty: 2895.808838
	Iteration 39Q: 3 clusters Score -616776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -616777.875000 Penalty: 2895.808838
	Iteration 40F: 3 clusters Score -616777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -616777.250000 Penalty: 2895.808838
	Iteration 41Q: 3 clusters Score -616777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -616778.875000 Penalty: 2895.808838
	Iteration 42Q: 3 clusters Score -616778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -616778.312500 Penalty: 2895.808838
	Iteration 43Q: 3 clusters Score -616778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -616778.500000 Penalty: 2895.808838
	Iteration 44Q: 3 clusters Score -616778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -616777.562500 Penalty: 2895.808838
	Iteration 45Q: 3 clusters Score -616777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -616777.875000 Penalty: 2895.808838
	Iteration 46Q: 3 clusters Score -616777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -616777.875000 Penalty: 2895.808838
	Iteration 47F: 3 clusters Score -616777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 212138 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Entering Unmasked Estep 
Score: -54362140.000000 Penalty: 47890.144531
Splitting cluster 6 changes total score from -54360508.000000 to -54362140.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (13352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Entering Unmasked Estep 
Score: -1064796.875000 Penalty: 1543.655884
	Iteration 0F: 2 clusters Score -1064797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1055519.500000 Penalty: 3087.311768
	Iteration 0F: 3 clusters Score -1055520 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1058726.875000 Penalty: 3087.311768
	Iteration 1F: 3 clusters Score -1058727 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1059120.000000 Penalty: 3087.311768
	Iteration 2F: 3 clusters Score -1059120 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1059475.500000 Penalty: 3087.311768
	Iteration 3F: 3 clusters Score -1059476 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1059768.250000 Penalty: 3087.311768
	Iteration 4Q: 3 clusters Score -1059768 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1060061.875000 Penalty: 3087.311768
	Iteration 5Q: 3 clusters Score -1060062 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1060379.750000 Penalty: 3087.311768
	Iteration 6Q: 3 clusters Score -1060380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1060689.250000 Penalty: 3087.311768
	Iteration 7Q: 3 clusters Score -1060689 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1060991.625000 Penalty: 3087.311768
	Iteration 8Q: 3 clusters Score -1060992 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1061310.000000 Penalty: 3087.311768
	Iteration 9Q: 3 clusters Score -1061310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1061612.375000 Penalty: 3087.311768
	Iteration 10Q: 3 clusters Score -1061612 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1061865.500000 Penalty: 3087.311768
	Iteration 11Q: 3 clusters Score -1061866 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1062064.875000 Penalty: 3087.311768
	Iteration 12Q: 3 clusters Score -1062065 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1062215.875000 Penalty: 3087.311768
	Iteration 13Q: 3 clusters Score -1062216 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1062313.000000 Penalty: 3087.311768
	Iteration 14Q: 3 clusters Score -1062313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1062371.750000 Penalty: 3087.311768
	Iteration 15Q: 3 clusters Score -1062372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1062415.750000 Penalty: 3087.311768
	Iteration 16Q: 3 clusters Score -1062416 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1062462.250000 Penalty: 3087.311768
	Iteration 17Q: 3 clusters Score -1062462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1062506.125000 Penalty: 3087.311768
	Iteration 18Q: 3 clusters Score -1062506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1062542.375000 Penalty: 3087.311768
	Iteration 19Q: 3 clusters Score -1062542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1062569.000000 Penalty: 3087.311768
	Iteration 20F: 3 clusters Score -1062569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1062594.500000 Penalty: 3087.311768
	Iteration 21Q: 3 clusters Score -1062594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1062625.125000 Penalty: 3087.311768
	Iteration 22Q: 3 clusters Score -1062625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1062648.625000 Penalty: 3087.311768
	Iteration 23Q: 3 clusters Score -1062649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1062709 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1062719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1062724 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1062751 nChanged 32
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Mstep: Class 1 contains 8200 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1062754 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1062767 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1062773 nChanged 33
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Mstep: Class 1 contains 8310 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1062779 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1062785 nChanged 42
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Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1062793 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1062813 nChanged 37
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1062828 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1062852 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1062860 nChanged 33
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Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8776 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1062870 nChanged 15
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Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1062870 nChanged 13
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Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1062875 nChanged 20
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Mstep: Class 1 contains 8860 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1062874 nChanged 14
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Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1062878 nChanged 15
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Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1062881 nChanged 14
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1062882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1062884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1062885 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1062889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1062892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1062891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1062894 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1062900 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1062903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1062906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1062909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1062916.500000 Penalty: 3087.311768
	Iteration 70Q: 3 clusters Score -1062916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1062921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1062925 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1062936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1062944 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1062953 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1062969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
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Mstep: Class 1 contains 9476 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1063002 nChanged 67
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Mstep: Class 1 contains 9537 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1063025 nChanged 76
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Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1063044 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1063058 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1063071 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9735 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1063078 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1063084 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9806 members 
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	Iteration 85Q: 3 clusters Score -1063092 nChanged 34
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Mstep: Class 1 contains 9836 members 
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	Iteration 86Q: 3 clusters Score -1063098 nChanged 29
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Mstep: Class 1 contains 9865 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1063102 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9893 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9952 members 
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	Iteration 90Q: 3 clusters Score -1063119 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9983 members 
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Entering Unmasked Estep 
Score: -1063125.125000 Penalty: 3087.311768
	Iteration 91Q: 3 clusters Score -1063125 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1063127 nChanged 31
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Mstep: Class 1 contains 10040 members 
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Score: -1063131.500000 Penalty: 3087.311768
	Iteration 93Q: 3 clusters Score -1063132 nChanged 34
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Mstep: Class 1 contains 10074 members 
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Entering Unmasked Estep 
Score: -1063139.375000 Penalty: 3087.311768
	Iteration 94Q: 3 clusters Score -1063139 nChanged 43
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Mstep: Class 1 contains 10117 members 
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Entering Unmasked Estep 
Score: -1063148.375000 Penalty: 3087.311768
	Iteration 95Q: 3 clusters Score -1063148 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10160 members 
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Score: -1063154.750000 Penalty: 3087.311768
	Iteration 96Q: 3 clusters Score -1063155 nChanged 44
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Mstep: Class 1 contains 10204 members 
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Entering Unmasked Estep 
Score: -1063169.750000 Penalty: 3087.311768
	Iteration 97Q: 3 clusters Score -1063170 nChanged 44
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Mstep: Class 1 contains 10248 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1063178 nChanged 44
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Mstep: Class 1 contains 10292 members 
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	Iteration 99Q: 3 clusters Score -1063185 nChanged 44
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Mstep: Class 1 contains 10336 members 
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Entering Unmasked Estep 
Score: -1063191.625000 Penalty: 3087.311768
	Iteration 100F: 3 clusters Score -1063192 nChanged 42
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Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1063199.000000 Penalty: 3087.311768
	Iteration 101Q: 3 clusters Score -1063199 nChanged 46
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Mstep: Class 1 contains 10420 members 
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	Iteration 102Q: 3 clusters Score -1063208 nChanged 33
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Mstep: Class 1 contains 10451 members 
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	Iteration 103Q: 3 clusters Score -1063212 nChanged 37
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Mstep: Class 1 contains 10486 members 
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	Iteration 104Q: 3 clusters Score -1063220 nChanged 30
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Mstep: Class 1 contains 10516 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1063230 nChanged 34
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Mstep: Class 1 contains 10548 members 
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	Iteration 106Q: 3 clusters Score -1063234 nChanged 28
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Mstep: Class 1 contains 10576 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1063240 nChanged 26
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Mstep: Class 1 contains 10600 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1063244 nChanged 29
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Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1063251.750000 Penalty: 3087.311768
	Iteration 109Q: 3 clusters Score -1063252 nChanged 29
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1063254.750000 Penalty: 3087.311768
	Iteration 110Q: 3 clusters Score -1063255 nChanged 25
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Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1063259 nChanged 23
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Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1063259 nChanged 20
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Mstep: Class 1 contains 10722 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1063264 nChanged 28
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Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1063268 nChanged 30
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Mstep: Class 1 contains 10780 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1063279 nChanged 43
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Mstep: Class 1 contains 10819 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1063290 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1063297.750000 Penalty: 3087.311768
	Iteration 117Q: 3 clusters Score -1063298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1063306.000000 Penalty: 3087.311768
	Iteration 118Q: 3 clusters Score -1063306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1063317.000000 Penalty: 3087.311768
	Iteration 119Q: 3 clusters Score -1063317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1063326.875000 Penalty: 3087.311768
	Iteration 120F: 3 clusters Score -1063327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1063337.625000 Penalty: 3087.311768
	Iteration 121Q: 3 clusters Score -1063338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1063342.375000 Penalty: 3087.311768
	Iteration 122Q: 3 clusters Score -1063342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1063350.750000 Penalty: 3087.311768
	Iteration 123Q: 3 clusters Score -1063351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1063357.875000 Penalty: 3087.311768
	Iteration 124Q: 3 clusters Score -1063358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1063362.375000 Penalty: 3087.311768
	Iteration 125Q: 3 clusters Score -1063362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1063367.750000 Penalty: 3087.311768
	Iteration 126Q: 3 clusters Score -1063368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1063371.250000 Penalty: 3087.311768
	Iteration 127Q: 3 clusters Score -1063371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1063375.500000 Penalty: 3087.311768
	Iteration 128Q: 3 clusters Score -1063376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1063379.625000 Penalty: 3087.311768
	Iteration 129Q: 3 clusters Score -1063380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1063382.125000 Penalty: 3087.311768
	Iteration 130Q: 3 clusters Score -1063382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1063389.375000 Penalty: 3087.311768
	Iteration 131Q: 3 clusters Score -1063389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1063395.625000 Penalty: 3087.311768
	Iteration 132Q: 3 clusters Score -1063396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1063403.000000 Penalty: 3087.311768
	Iteration 133Q: 3 clusters Score -1063403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1063409.125000 Penalty: 3087.311768
	Iteration 134Q: 3 clusters Score -1063409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1063415.250000 Penalty: 3087.311768
	Iteration 135Q: 3 clusters Score -1063415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1063423.000000 Penalty: 3087.311768
	Iteration 136Q: 3 clusters Score -1063423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1063426.250000 Penalty: 3087.311768
	Iteration 137Q: 3 clusters Score -1063426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1063431.750000 Penalty: 3087.311768
	Iteration 138Q: 3 clusters Score -1063432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1063441.625000 Penalty: 3087.311768
	Iteration 139Q: 3 clusters Score -1063442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1063450.500000 Penalty: 3087.311768
	Iteration 140F: 3 clusters Score -1063450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1063455.500000 Penalty: 3087.311768
	Iteration 141Q: 3 clusters Score -1063456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1063457.875000 Penalty: 3087.311768
	Iteration 142Q: 3 clusters Score -1063458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1063463.500000 Penalty: 3087.311768
	Iteration 143Q: 3 clusters Score -1063464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1063467.250000 Penalty: 3087.311768
	Iteration 144Q: 3 clusters Score -1063467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1063470.125000 Penalty: 3087.311768
	Iteration 145Q: 3 clusters Score -1063470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1063475.375000 Penalty: 3087.311768
	Iteration 146Q: 3 clusters Score -1063475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1063478.875000 Penalty: 3087.311768
	Iteration 147Q: 3 clusters Score -1063479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1063483.625000 Penalty: 3087.311768
	Iteration 148Q: 3 clusters Score -1063484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1063485.375000 Penalty: 3087.311768
	Iteration 149Q: 3 clusters Score -1063485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1063487.750000 Penalty: 3087.311768
	Iteration 150Q: 3 clusters Score -1063488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1063490.000000 Penalty: 3087.311768
	Iteration 151Q: 3 clusters Score -1063490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1063491.250000 Penalty: 3087.311768
	Iteration 152Q: 3 clusters Score -1063491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1063492.250000 Penalty: 3087.311768
	Iteration 153Q: 3 clusters Score -1063492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1063491.875000 Penalty: 3087.311768
	Iteration 154Q: 3 clusters Score -1063492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1063491.875000 Penalty: 3087.311768
	Iteration 155Q: 3 clusters Score -1063492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1063491.875000 Penalty: 3087.311768
	Iteration 156F: 3 clusters Score -1063492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Entering Unmasked Estep 
Score: -684892.000000 Penalty: 1465.852661
	Iteration 0F: 2 clusters Score -684892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -678800.312500 Penalty: 2931.705322
	Iteration 0F: 3 clusters Score -678800.3 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -680709.625000 Penalty: 2931.705322
	Iteration 1F: 3 clusters Score -680709.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -680926.937500 Penalty: 2931.705322
	Iteration 2F: 3 clusters Score -680926.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -681104.875000 Penalty: 2931.705322
	Iteration 3F: 3 clusters Score -681104.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -681285.062500 Penalty: 2931.705322
	Iteration 4Q: 3 clusters Score -681285.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -681426.875000 Penalty: 2931.705322
	Iteration 5Q: 3 clusters Score -681426.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -681548.625000 Penalty: 2931.705322
	Iteration 6Q: 3 clusters Score -681548.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -681697.125000 Penalty: 2931.705322
	Iteration 7Q: 3 clusters Score -681697.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -681854.437500 Penalty: 2931.705322
	Iteration 8Q: 3 clusters Score -681854.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -682026.750000 Penalty: 2931.705322
	Iteration 9Q: 3 clusters Score -682026.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -682199.812500 Penalty: 2931.705322
	Iteration 10Q: 3 clusters Score -682199.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -682360.812500 Penalty: 2931.705322
	Iteration 11Q: 3 clusters Score -682360.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -682517.812500 Penalty: 2931.705322
	Iteration 12Q: 3 clusters Score -682517.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -682631.875000 Penalty: 2931.705322
	Iteration 13Q: 3 clusters Score -682631.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -682749.187500 Penalty: 2931.705322
	Iteration 14Q: 3 clusters Score -682749.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -682848.375000 Penalty: 2931.705322
	Iteration 15Q: 3 clusters Score -682848.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -682933.312500 Penalty: 2931.705322
	Iteration 16Q: 3 clusters Score -682933.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -683005.187500 Penalty: 2931.705322
	Iteration 17Q: 3 clusters Score -683005.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -683066.437500 Penalty: 2931.705322
	Iteration 18Q: 3 clusters Score -683066.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -683134.750000 Penalty: 2931.705322
	Iteration 19Q: 3 clusters Score -683134.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -683196.500000 Penalty: 2931.705322
	Iteration 20F: 3 clusters Score -683196.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -683241.812500 Penalty: 2931.705322
	Iteration 21Q: 3 clusters Score -683241.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -683275.625000 Penalty: 2931.705322
	Iteration 22Q: 3 clusters Score -683275.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -683303.312500 Penalty: 2931.705322
	Iteration 23Q: 3 clusters Score -683303.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -683330.500000 Penalty: 2931.705322
	Iteration 24Q: 3 clusters Score -683330.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -683358.187500 Penalty: 2931.705322
	Iteration 25Q: 3 clusters Score -683358.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -683386.437500 Penalty: 2931.705322
	Iteration 26Q: 3 clusters Score -683386.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -683409.625000 Penalty: 2931.705322
	Iteration 27Q: 3 clusters Score -683409.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -683439.437500 Penalty: 2931.705322
	Iteration 28Q: 3 clusters Score -683439.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -683466.812500 Penalty: 2931.705322
	Iteration 29Q: 3 clusters Score -683466.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -683482.687500 Penalty: 2931.705322
	Iteration 30Q: 3 clusters Score -683482.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -683491.812500 Penalty: 2931.705322
	Iteration 31Q: 3 clusters Score -683491.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -683504.500000 Penalty: 2931.705322
	Iteration 32Q: 3 clusters Score -683504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -683514.062500 Penalty: 2931.705322
	Iteration 33Q: 3 clusters Score -683514.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -683531.062500 Penalty: 2931.705322
	Iteration 34Q: 3 clusters Score -683531.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -683548.250000 Penalty: 2931.705322
	Iteration 35Q: 3 clusters Score -683548.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -683557.687500 Penalty: 2931.705322
	Iteration 36Q: 3 clusters Score -683557.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -683570.750000 Penalty: 2931.705322
	Iteration 37Q: 3 clusters Score -683570.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -683584.062500 Penalty: 2931.705322
	Iteration 38Q: 3 clusters Score -683584.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -683590.250000 Penalty: 2931.705322
	Iteration 39Q: 3 clusters Score -683590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -683591.625000 Penalty: 2931.705322
	Iteration 40F: 3 clusters Score -683591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -683594.875000 Penalty: 2931.705322
	Iteration 41Q: 3 clusters Score -683594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -683599.625000 Penalty: 2931.705322
	Iteration 42Q: 3 clusters Score -683599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -683600.500000 Penalty: 2931.705322
	Iteration 43Q: 3 clusters Score -683600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -683601.312500 Penalty: 2931.705322
	Iteration 44Q: 3 clusters Score -683601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -683602.187500 Penalty: 2931.705322
	Iteration 45Q: 3 clusters Score -683602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -683603.312500 Penalty: 2931.705322
	Iteration 46Q: 3 clusters Score -683603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -683604.687500 Penalty: 2931.705322
	Iteration 47Q: 3 clusters Score -683604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -683606.937500 Penalty: 2931.705322
	Iteration 48Q: 3 clusters Score -683606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -683610.312500 Penalty: 2931.705322
	Iteration 49Q: 3 clusters Score -683610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -683612.187500 Penalty: 2931.705322
	Iteration 50Q: 3 clusters Score -683612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -683614.187500 Penalty: 2931.705322
	Iteration 51Q: 3 clusters Score -683614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -683618.500000 Penalty: 2931.705322
	Iteration 52Q: 3 clusters Score -683618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -683622.187500 Penalty: 2931.705322
	Iteration 53Q: 3 clusters Score -683622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -683624.812500 Penalty: 2931.705322
	Iteration 54Q: 3 clusters Score -683624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -683625.312500 Penalty: 2931.705322
	Iteration 55Q: 3 clusters Score -683625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -683625.875000 Penalty: 2931.705322
	Iteration 56Q: 3 clusters Score -683625.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -683626.875000 Penalty: 2931.705322
	Iteration 57Q: 3 clusters Score -683626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -683626.437500 Penalty: 2931.705322
	Iteration 58Q: 3 clusters Score -683626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -683628.000000 Penalty: 2931.705322
	Iteration 59Q: 3 clusters Score -683628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -683628.000000 Penalty: 2931.705322
	Iteration 60F: 3 clusters Score -683628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Entering Unmasked Estep 
Score: -1314561.875000 Penalty: 1577.167603
	Iteration 0F: 2 clusters Score -1314562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1303277.375000 Penalty: 3154.335205
	Iteration 0F: 3 clusters Score -1303277 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1307292.125000 Penalty: 3154.335205
	Iteration 1F: 3 clusters Score -1307292 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1307773.625000 Penalty: 3154.335205
	Iteration 2F: 3 clusters Score -1307774 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1308240.750000 Penalty: 3154.335205
	Iteration 3F: 3 clusters Score -1308241 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1308707.125000 Penalty: 3154.335205
	Iteration 4F: 3 clusters Score -1308707 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1309215.250000 Penalty: 3154.335205
	Iteration 5F: 3 clusters Score -1309215 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1309782.875000 Penalty: 3154.335205
	Iteration 6F: 3 clusters Score -1309783 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1310432.625000 Penalty: 3154.335205
	Iteration 7F: 3 clusters Score -1310433 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1311129.250000 Penalty: 3154.335205
	Iteration 8F: 3 clusters Score -1311129 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1311784.875000 Penalty: 3154.335205
	Iteration 9F: 3 clusters Score -1311785 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1312349.000000 Penalty: 3154.335205
	Iteration 10Q: 3 clusters Score -1312349 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1312781.625000 Penalty: 3154.335205
	Iteration 11Q: 3 clusters Score -1312782 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1313031.750000 Penalty: 3154.335205
	Iteration 12Q: 3 clusters Score -1313032 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1313185.250000 Penalty: 3154.335205
	Iteration 13Q: 3 clusters Score -1313185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1313270.000000 Penalty: 3154.335205
	Iteration 14Q: 3 clusters Score -1313270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1313329.375000 Penalty: 3154.335205
	Iteration 15Q: 3 clusters Score -1313329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1313383.500000 Penalty: 3154.335205
	Iteration 16Q: 3 clusters Score -1313384 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1313428.000000 Penalty: 3154.335205
	Iteration 17Q: 3 clusters Score -1313428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1313466.000000 Penalty: 3154.335205
	Iteration 18Q: 3 clusters Score -1313466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1313494.250000 Penalty: 3154.335205
	Iteration 19Q: 3 clusters Score -1313494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1313519.500000 Penalty: 3154.335205
	Iteration 20F: 3 clusters Score -1313520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1313543.500000 Penalty: 3154.335205
	Iteration 21Q: 3 clusters Score -1313544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1313567.000000 Penalty: 3154.335205
	Iteration 22Q: 3 clusters Score -1313567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1313584.625000 Penalty: 3154.335205
	Iteration 23Q: 3 clusters Score -1313585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1313604.750000 Penalty: 3154.335205
	Iteration 24Q: 3 clusters Score -1313605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1313614.000000 Penalty: 3154.335205
	Iteration 25Q: 3 clusters Score -1313614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1313632.000000 Penalty: 3154.335205
	Iteration 26Q: 3 clusters Score -1313632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1313640.250000 Penalty: 3154.335205
	Iteration 27Q: 3 clusters Score -1313640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1313652.875000 Penalty: 3154.335205
	Iteration 28Q: 3 clusters Score -1313653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1313668.000000 Penalty: 3154.335205
	Iteration 29Q: 3 clusters Score -1313668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1313677.375000 Penalty: 3154.335205
	Iteration 30Q: 3 clusters Score -1313677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1313684.750000 Penalty: 3154.335205
	Iteration 31Q: 3 clusters Score -1313685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1313692.125000 Penalty: 3154.335205
	Iteration 32Q: 3 clusters Score -1313692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1313699.750000 Penalty: 3154.335205
	Iteration 33Q: 3 clusters Score -1313700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1313700.750000 Penalty: 3154.335205
	Iteration 34Q: 3 clusters Score -1313701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1313700.000000 Penalty: 3154.335205
	Iteration 35Q: 3 clusters Score -1313700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1313700.125000 Penalty: 3154.335205
	Iteration 36Q: 3 clusters Score -1313700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1313701.875000 Penalty: 3154.335205
	Iteration 37Q: 3 clusters Score -1313702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1313703.125000 Penalty: 3154.335205
	Iteration 38Q: 3 clusters Score -1313703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1313703.125000 Penalty: 3154.335205
	Iteration 39Q: 3 clusters Score -1313703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1313704.625000 Penalty: 3154.335205
	Iteration 40F: 3 clusters Score -1313705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1313703.125000 Penalty: 3154.335205
	Iteration 41Q: 3 clusters Score -1313703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1313705.875000 Penalty: 3154.335205
	Iteration 42Q: 3 clusters Score -1313706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1313707.500000 Penalty: 3154.335205
	Iteration 43Q: 3 clusters Score -1313708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1313709.250000 Penalty: 3154.335205
	Iteration 44Q: 3 clusters Score -1313709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1313712.500000 Penalty: 3154.335205
	Iteration 45Q: 3 clusters Score -1313712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1313713.500000 Penalty: 3154.335205
	Iteration 46Q: 3 clusters Score -1313714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1313712.750000 Penalty: 3154.335205
	Iteration 47Q: 3 clusters Score -1313713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1313713.375000 Penalty: 3154.335205
	Iteration 48Q: 3 clusters Score -1313713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1313715.875000 Penalty: 3154.335205
	Iteration 49Q: 3 clusters Score -1313716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1313717.500000 Penalty: 3154.335205
	Iteration 50Q: 3 clusters Score -1313718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1313717.125000 Penalty: 3154.335205
	Iteration 51Q: 3 clusters Score -1313717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1313717.125000 Penalty: 3154.335205
	Iteration 52F: 3 clusters Score -1313717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -916038.125000 Penalty: 1510.877930
	Iteration 0F: 2 clusters Score -916038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -908280.687500 Penalty: 3021.755859
	Iteration 0F: 3 clusters Score -908280.7 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -910999.750000 Penalty: 3021.755859
	Iteration 1F: 3 clusters Score -910999.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -911383.250000 Penalty: 3021.755859
	Iteration 2F: 3 clusters Score -911383.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -911763.875000 Penalty: 3021.755859
	Iteration 3F: 3 clusters Score -911763.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -912099.937500 Penalty: 3021.755859
	Iteration 4F: 3 clusters Score -912099.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -912453.312500 Penalty: 3021.755859
	Iteration 5F: 3 clusters Score -912453.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -912773.125000 Penalty: 3021.755859
	Iteration 6F: 3 clusters Score -912773.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -913057.312500 Penalty: 3021.755859
	Iteration 7Q: 3 clusters Score -913057.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -913316.437500 Penalty: 3021.755859
	Iteration 8Q: 3 clusters Score -913316.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -913541.500000 Penalty: 3021.755859
	Iteration 9Q: 3 clusters Score -913541.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -913749.625000 Penalty: 3021.755859
	Iteration 10Q: 3 clusters Score -913749.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -913894.187500 Penalty: 3021.755859
	Iteration 11Q: 3 clusters Score -913894.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -913998.375000 Penalty: 3021.755859
	Iteration 12Q: 3 clusters Score -913998.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -914077.062500 Penalty: 3021.755859
	Iteration 13Q: 3 clusters Score -914077.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -914156.250000 Penalty: 3021.755859
	Iteration 14Q: 3 clusters Score -914156.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -914247.812500 Penalty: 3021.755859
	Iteration 15Q: 3 clusters Score -914247.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -914335.125000 Penalty: 3021.755859
	Iteration 16Q: 3 clusters Score -914335.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -914422.000000 Penalty: 3021.755859
	Iteration 17Q: 3 clusters Score -914422 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -914487.875000 Penalty: 3021.755859
	Iteration 18Q: 3 clusters Score -914487.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -914540.187500 Penalty: 3021.755859
	Iteration 19Q: 3 clusters Score -914540.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -914589.812500 Penalty: 3021.755859
	Iteration 20F: 3 clusters Score -914589.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -914643.062500 Penalty: 3021.755859
	Iteration 21Q: 3 clusters Score -914643.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -914702.875000 Penalty: 3021.755859
	Iteration 22Q: 3 clusters Score -914702.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -914756.812500 Penalty: 3021.755859
	Iteration 23Q: 3 clusters Score -914756.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -914800.375000 Penalty: 3021.755859
	Iteration 24Q: 3 clusters Score -914800.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -914837.437500 Penalty: 3021.755859
	Iteration 25Q: 3 clusters Score -914837.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -914870.687500 Penalty: 3021.755859
	Iteration 26Q: 3 clusters Score -914870.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -914904.437500 Penalty: 3021.755859
	Iteration 27Q: 3 clusters Score -914904.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -914938.937500 Penalty: 3021.755859
	Iteration 28Q: 3 clusters Score -914938.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -914968.750000 Penalty: 3021.755859
	Iteration 29Q: 3 clusters Score -914968.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -914994.312500 Penalty: 3021.755859
	Iteration 30Q: 3 clusters Score -914994.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -915013.562500 Penalty: 3021.755859
	Iteration 31Q: 3 clusters Score -915013.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -915028.437500 Penalty: 3021.755859
	Iteration 32Q: 3 clusters Score -915028.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -915040.062500 Penalty: 3021.755859
	Iteration 33Q: 3 clusters Score -915040.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -915049.312500 Penalty: 3021.755859
	Iteration 34Q: 3 clusters Score -915049.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -915059.375000 Penalty: 3021.755859
	Iteration 35Q: 3 clusters Score -915059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -915068.312500 Penalty: 3021.755859
	Iteration 36Q: 3 clusters Score -915068.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -915079.250000 Penalty: 3021.755859
	Iteration 37Q: 3 clusters Score -915079.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -915093.062500 Penalty: 3021.755859
	Iteration 38Q: 3 clusters Score -915093.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -915110.562500 Penalty: 3021.755859
	Iteration 39Q: 3 clusters Score -915110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -915128.937500 Penalty: 3021.755859
	Iteration 40F: 3 clusters Score -915128.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -915142.937500 Penalty: 3021.755859
	Iteration 41Q: 3 clusters Score -915142.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -915155.250000 Penalty: 3021.755859
	Iteration 42Q: 3 clusters Score -915155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -915165.937500 Penalty: 3021.755859
	Iteration 43Q: 3 clusters Score -915165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -915169.937500 Penalty: 3021.755859
	Iteration 44Q: 3 clusters Score -915169.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -915171.187500 Penalty: 3021.755859
	Iteration 45Q: 3 clusters Score -915171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -915172.812500 Penalty: 3021.755859
	Iteration 46Q: 3 clusters Score -915172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -915178.437500 Penalty: 3021.755859
	Iteration 47Q: 3 clusters Score -915178.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -915178.750000 Penalty: 3021.755859
	Iteration 48Q: 3 clusters Score -915178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -915179.375000 Penalty: 3021.755859
	Iteration 49Q: 3 clusters Score -915179.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -915186.812500 Penalty: 3021.755859
	Iteration 50Q: 3 clusters Score -915186.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -915189.375000 Penalty: 3021.755859
	Iteration 51Q: 3 clusters Score -915189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -915191.562500 Penalty: 3021.755859
	Iteration 52Q: 3 clusters Score -915191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -915190.812500 Penalty: 3021.755859
	Iteration 53Q: 3 clusters Score -915190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -915190.625000 Penalty: 3021.755859
	Iteration 54Q: 3 clusters Score -915190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -915192.187500 Penalty: 3021.755859
	Iteration 55Q: 3 clusters Score -915192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -915192.187500 Penalty: 3021.755859
	Iteration 56F: 3 clusters Score -915192.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Entering Unmasked Estep 
Score: -942124.437500 Penalty: 1524.920410
	Iteration 0F: 2 clusters Score -942124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -933881.000000 Penalty: 3049.840820
	Iteration 0F: 3 clusters Score -933881 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -937960.437500 Penalty: 3049.840820
	Iteration 1F: 3 clusters Score -937960.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -940456.437500 Penalty: 3049.840820
	Iteration 2F: 3 clusters Score -940456.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -942776.937500 Penalty: 3049.840820
	Iteration 3F: 3 clusters Score -942776.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -943970.750000 Penalty: 3049.840820
	Iteration 4F: 3 clusters Score -943970.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -944342.250000 Penalty: 3049.840820
	Iteration 5Q: 3 clusters Score -944342.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -944552.687500 Penalty: 3049.840820
	Iteration 6Q: 3 clusters Score -944552.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -944633.500000 Penalty: 3049.840820
	Iteration 7Q: 3 clusters Score -944633.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -944659.187500 Penalty: 3049.840820
	Iteration 8Q: 3 clusters Score -944659.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -944676.250000 Penalty: 3049.840820
	Iteration 9Q: 3 clusters Score -944676.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -944684.000000 Penalty: 3049.840820
	Iteration 10Q: 3 clusters Score -944684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -944685.187500 Penalty: 3049.840820
	Iteration 11Q: 3 clusters Score -944685.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -944689.437500 Penalty: 3049.840820
	Iteration 12Q: 3 clusters Score -944689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -944690.625000 Penalty: 3049.840820
	Iteration 13Q: 3 clusters Score -944690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -944692.312500 Penalty: 3049.840820
	Iteration 14Q: 3 clusters Score -944692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -944694.312500 Penalty: 3049.840820
	Iteration 15Q: 3 clusters Score -944694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -944695.125000 Penalty: 3049.840820
	Iteration 16Q: 3 clusters Score -944695.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -944697.187500 Penalty: 3049.840820
	Iteration 17Q: 3 clusters Score -944697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -944699.062500 Penalty: 3049.840820
	Iteration 18Q: 3 clusters Score -944699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -944697.062500 Penalty: 3049.840820
	Iteration 19Q: 3 clusters Score -944697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -944697.062500 Penalty: 3049.840820
	Iteration 20F: 3 clusters Score -944697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 212138 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Entering Unmasked Estep 
Score: -54364128.000000 Penalty: 50066.968750
Splitting cluster 11 changes total score from -54360508.000000 to -54364128.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (25792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Entering Unmasked Estep 
Score: -2178349.000000 Penalty: 1650.645752
	Iteration 0F: 2 clusters Score -2178349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2161011.000000 Penalty: 3301.291504
	Iteration 0F: 3 clusters Score -2161011 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2167889.000000 Penalty: 3301.291504
	Iteration 1F: 3 clusters Score -2167889 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2169854.250000 Penalty: 3301.291504
	Iteration 2F: 3 clusters Score -2169854 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2173733.000000 Penalty: 3301.291504
	Iteration 3F: 3 clusters Score -2173733 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2177917.000000 Penalty: 3301.291504
	Iteration 4F: 3 clusters Score -2177917 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2180867.250000 Penalty: 3301.291504
	Iteration 5F: 3 clusters Score -2180867 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2182064.750000 Penalty: 3301.291504
	Iteration 6F: 3 clusters Score -2182065 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2182676.250000 Penalty: 3301.291504
	Iteration 7Q: 3 clusters Score -2182676 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2183057.750000 Penalty: 3301.291504
	Iteration 8Q: 3 clusters Score -2183058 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2183272.750000 Penalty: 3301.291504
	Iteration 9Q: 3 clusters Score -2183273 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2183388.500000 Penalty: 3301.291504
	Iteration 10Q: 3 clusters Score -2183388 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2183475.000000 Penalty: 3301.291504
	Iteration 11Q: 3 clusters Score -2183475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2183542.750000 Penalty: 3301.291504
	Iteration 12Q: 3 clusters Score -2183543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2183581.500000 Penalty: 3301.291504
	Iteration 13Q: 3 clusters Score -2183582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2183618.250000 Penalty: 3301.291504
	Iteration 14Q: 3 clusters Score -2183618 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2183656.500000 Penalty: 3301.291504
	Iteration 15Q: 3 clusters Score -2183656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2183682.500000 Penalty: 3301.291504
	Iteration 16Q: 3 clusters Score -2183682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2183702.500000 Penalty: 3301.291504
	Iteration 17Q: 3 clusters Score -2183702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2183722.500000 Penalty: 3301.291504
	Iteration 18Q: 3 clusters Score -2183722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2183758.000000 Penalty: 3301.291504
	Iteration 19Q: 3 clusters Score -2183758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2183771.250000 Penalty: 3301.291504
	Iteration 20F: 3 clusters Score -2183771 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2183791.250000 Penalty: 3301.291504
	Iteration 21Q: 3 clusters Score -2183791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2183823.250000 Penalty: 3301.291504
	Iteration 22Q: 3 clusters Score -2183823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2183850.250000 Penalty: 3301.291504
	Iteration 23Q: 3 clusters Score -2183850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2183876.250000 Penalty: 3301.291504
	Iteration 24Q: 3 clusters Score -2183876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2183905.250000 Penalty: 3301.291504
	Iteration 25Q: 3 clusters Score -2183905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2183923.500000 Penalty: 3301.291504
	Iteration 26Q: 3 clusters Score -2183924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2183953.750000 Penalty: 3301.291504
	Iteration 27Q: 3 clusters Score -2183954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2183971.250000 Penalty: 3301.291504
	Iteration 28Q: 3 clusters Score -2183971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2183985.750000 Penalty: 3301.291504
	Iteration 29Q: 3 clusters Score -2183986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2183999.750000 Penalty: 3301.291504
	Iteration 30Q: 3 clusters Score -2184000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2184002.500000 Penalty: 3301.291504
	Iteration 31Q: 3 clusters Score -2184002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2184008.750000 Penalty: 3301.291504
	Iteration 32Q: 3 clusters Score -2184009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2184012.000000 Penalty: 3301.291504
	Iteration 33Q: 3 clusters Score -2184012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2184013.750000 Penalty: 3301.291504
	Iteration 34Q: 3 clusters Score -2184014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2184026.000000 Penalty: 3301.291504
	Iteration 35Q: 3 clusters Score -2184026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2184032.750000 Penalty: 3301.291504
	Iteration 36Q: 3 clusters Score -2184033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2184030.750000 Penalty: 3301.291504
	Iteration 37Q: 3 clusters Score -2184031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2184034.500000 Penalty: 3301.291504
	Iteration 38Q: 3 clusters Score -2184034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2184034.750000 Penalty: 3301.291504
	Iteration 39Q: 3 clusters Score -2184035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2184036.750000 Penalty: 3301.291504
	Iteration 40F: 3 clusters Score -2184037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2184035.250000 Penalty: 3301.291504
	Iteration 41Q: 3 clusters Score -2184035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2184039.250000 Penalty: 3301.291504
	Iteration 42Q: 3 clusters Score -2184039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2184035.500000 Penalty: 3301.291504
	Iteration 43Q: 3 clusters Score -2184036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2184033.750000 Penalty: 3301.291504
	Iteration 44Q: 3 clusters Score -2184034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2184032.750000 Penalty: 3301.291504
	Iteration 45Q: 3 clusters Score -2184033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2184033.000000 Penalty: 3301.291504
	Iteration 46Q: 3 clusters Score -2184033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2184033.000000 Penalty: 3301.291504
	Iteration 47F: 3 clusters Score -2184033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 212138 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Entering Unmasked Estep 
Score: -54369508.000000 Penalty: 52243.792969
Splitting cluster 12 changes total score from -54360508.000000 to -54369508.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (212138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212138 members 
Entering Unmasked Estep 
Score: -18265400.000000 Penalty: 1993.061279
	Iteration 0F: 2 clusters Score -1.82654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -18122716.000000 Penalty: 3986.122559
	Iteration 0F: 3 clusters Score -1.812272e+07 nChanged 103127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -18186008.000000 Penalty: 3986.122559
	Iteration 1F: 3 clusters Score -1.818601e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -18189808.000000 Penalty: 3986.122559
	Iteration 2Q: 3 clusters Score -1.818981e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -18195144.000000 Penalty: 3986.122559
	Iteration 3F: 3 clusters Score -1.819514e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -18202306.000000 Penalty: 3986.122559
	Iteration 4F: 3 clusters Score -1.820231e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -18209972.000000 Penalty: 3986.122559
	Iteration 5F: 3 clusters Score -1.820997e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141753 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -18217118.000000 Penalty: 3986.122559
	Iteration 6F: 3 clusters Score -1.821712e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150178 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -18222498.000000 Penalty: 3986.122559
	Iteration 7F: 3 clusters Score -1.82225e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -18227076.000000 Penalty: 3986.122559
	Iteration 8Q: 3 clusters Score -1.822708e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -18231920.000000 Penalty: 3986.122559
	Iteration 9Q: 3 clusters Score -1.823192e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -18237440.000000 Penalty: 3986.122559
	Iteration 10Q: 3 clusters Score -1.823744e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185525 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -18243624.000000 Penalty: 3986.122559
	Iteration 11Q: 3 clusters Score -1.824362e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194076 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -18250178.000000 Penalty: 3986.122559
	Iteration 12Q: 3 clusters Score -1.825018e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201108 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -18256080.000000 Penalty: 3986.122559
	Iteration 13Q: 3 clusters Score -1.825608e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205747 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -18260522.000000 Penalty: 3986.122559
	Iteration 14Q: 3 clusters Score -1.826052e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208127 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -18263436.000000 Penalty: 3986.122559
	Iteration 15Q: 3 clusters Score -1.826344e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208972 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -18265074.000000 Penalty: 3986.122559
	Iteration 16Q: 3 clusters Score -1.826507e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209189 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -18265978.000000 Penalty: 3986.122559
	Iteration 17Q: 3 clusters Score -1.826598e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209280 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -18266690.000000 Penalty: 3986.122559
	Iteration 18Q: 3 clusters Score -1.826669e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209343 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -18266988.000000 Penalty: 3986.122559
	Iteration 19Q: 3 clusters Score -1.826699e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209380 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -18267138.000000 Penalty: 3986.122559
	Iteration 20F: 3 clusters Score -1.826714e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209403 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -18267186.000000 Penalty: 3986.122559
	Iteration 21Q: 3 clusters Score -1.826719e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209404 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18267214.000000 Penalty: 3986.122559
	Iteration 22Q: 3 clusters Score -1.826721e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209403 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -18267258.000000 Penalty: 3986.122559
	Iteration 23Q: 3 clusters Score -1.826726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209404 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -18267274.000000 Penalty: 3986.122559
	Iteration 24Q: 3 clusters Score -1.826727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209401 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -18267286.000000 Penalty: 3986.122559
	Iteration 25Q: 3 clusters Score -1.826729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209394 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -18267274.000000 Penalty: 3986.122559
	Iteration 26Q: 3 clusters Score -1.826727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209393 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -18267290.000000 Penalty: 3986.122559
	Iteration 27Q: 3 clusters Score -1.826729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209389 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18267300.000000 Penalty: 3986.122559
	Iteration 28Q: 3 clusters Score -1.82673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209389 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18267284.000000 Penalty: 3986.122559
	Iteration 29Q: 3 clusters Score -1.826728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209389 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18267302.000000 Penalty: 3986.122559
	Iteration 30Q: 3 clusters Score -1.82673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209390 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -18267288.000000 Penalty: 3986.122559
	Iteration 31Q: 3 clusters Score -1.826729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209385 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18267308.000000 Penalty: 3986.122559
	Iteration 32Q: 3 clusters Score -1.826731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209380 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -18267314.000000 Penalty: 3986.122559
	Iteration 33Q: 3 clusters Score -1.826731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209377 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -18267308.000000 Penalty: 3986.122559
	Iteration 34Q: 3 clusters Score -1.826731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209370 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -18267294.000000 Penalty: 3986.122559
	Iteration 35Q: 3 clusters Score -1.826729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209362 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -18267302.000000 Penalty: 3986.122559
	Iteration 36Q: 3 clusters Score -1.82673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209358 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -18267324.000000 Penalty: 3986.122559
	Iteration 37Q: 3 clusters Score -1.826732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209357 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18267324.000000 Penalty: 3986.122559
	Iteration 38Q: 3 clusters Score -1.826732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209357 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18267324.000000 Penalty: 3986.122559
	Iteration 39F: 3 clusters Score -1.826732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Mstep: Class 25 contains 2781 members 
Entering Unmasked Estep 
Score: -54371040.000000 Penalty: 54420.617188
Splitting cluster 13 changes total score from -54360508.000000 to -54371040.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (15750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Entering Unmasked Estep 
Score: -1306452.750000 Penalty: 1570.496826
	Iteration 0F: 2 clusters Score -1306453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1295659.250000 Penalty: 3140.993652
	Iteration 0F: 3 clusters Score -1295659 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1299947.750000 Penalty: 3140.993652
	Iteration 1F: 3 clusters Score -1299948 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1300674.625000 Penalty: 3140.993652
	Iteration 2F: 3 clusters Score -1300675 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1301586.875000 Penalty: 3140.993652
	Iteration 3F: 3 clusters Score -1301587 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1302766.125000 Penalty: 3140.993652
	Iteration 4F: 3 clusters Score -1302766 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1304148.500000 Penalty: 3140.993652
	Iteration 5F: 3 clusters Score -1304148 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1305397.250000 Penalty: 3140.993652
	Iteration 6F: 3 clusters Score -1305397 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1306477.250000 Penalty: 3140.993652
	Iteration 7F: 3 clusters Score -1306477 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1307337.125000 Penalty: 3140.993652
	Iteration 8F: 3 clusters Score -1307337 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1308032.250000 Penalty: 3140.993652
	Iteration 9Q: 3 clusters Score -1308032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1308525.000000 Penalty: 3140.993652
	Iteration 10Q: 3 clusters Score -1308525 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1308743.125000 Penalty: 3140.993652
	Iteration 11Q: 3 clusters Score -1308743 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1308835.625000 Penalty: 3140.993652
	Iteration 12Q: 3 clusters Score -1308836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1308896.750000 Penalty: 3140.993652
	Iteration 13Q: 3 clusters Score -1308897 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1308945.125000 Penalty: 3140.993652
	Iteration 14Q: 3 clusters Score -1308945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1308978.375000 Penalty: 3140.993652
	Iteration 15Q: 3 clusters Score -1308978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1309004.375000 Penalty: 3140.993652
	Iteration 16Q: 3 clusters Score -1309004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1309029.375000 Penalty: 3140.993652
	Iteration 17Q: 3 clusters Score -1309029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1309049.250000 Penalty: 3140.993652
	Iteration 18Q: 3 clusters Score -1309049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1309068.125000 Penalty: 3140.993652
	Iteration 19Q: 3 clusters Score -1309068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1309076.875000 Penalty: 3140.993652
	Iteration 20F: 3 clusters Score -1309077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1309080.375000 Penalty: 3140.993652
	Iteration 21Q: 3 clusters Score -1309080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1309084.000000 Penalty: 3140.993652
	Iteration 22Q: 3 clusters Score -1309084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1309085.875000 Penalty: 3140.993652
	Iteration 23Q: 3 clusters Score -1309086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1309089.250000 Penalty: 3140.993652
	Iteration 24Q: 3 clusters Score -1309089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1309088.125000 Penalty: 3140.993652
	Iteration 25Q: 3 clusters Score -1309088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1309087.000000 Penalty: 3140.993652
	Iteration 26Q: 3 clusters Score -1309087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1309087.625000 Penalty: 3140.993652
	Iteration 27Q: 3 clusters Score -1309088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1309089.625000 Penalty: 3140.993652
	Iteration 28Q: 3 clusters Score -1309090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1309088.000000 Penalty: 3140.993652
	Iteration 29Q: 3 clusters Score -1309088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1309094.000000 Penalty: 3140.993652
	Iteration 30Q: 3 clusters Score -1309094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1309089.875000 Penalty: 3140.993652
	Iteration 31Q: 3 clusters Score -1309090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1309090.750000 Penalty: 3140.993652
	Iteration 32Q: 3 clusters Score -1309091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1309092.500000 Penalty: 3140.993652
	Iteration 33Q: 3 clusters Score -1309092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1309092.000000 Penalty: 3140.993652
	Iteration 34Q: 3 clusters Score -1309092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1309095.750000 Penalty: 3140.993652
	Iteration 35Q: 3 clusters Score -1309096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1309095.250000 Penalty: 3140.993652
	Iteration 36Q: 3 clusters Score -1309095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1309096.375000 Penalty: 3140.993652
	Iteration 37Q: 3 clusters Score -1309096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1309097.250000 Penalty: 3140.993652
	Iteration 38Q: 3 clusters Score -1309097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1309097.250000 Penalty: 3140.993652
	Iteration 39Q: 3 clusters Score -1309097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1309096.750000 Penalty: 3140.993652
	Iteration 40F: 3 clusters Score -1309097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1309097.500000 Penalty: 3140.993652
	Iteration 41Q: 3 clusters Score -1309098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1309097.500000 Penalty: 3140.993652
	Iteration 42F: 3 clusters Score -1309098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 2847 members 
Entering Unmasked Estep 
Score: -54373220.000000 Penalty: 56597.441406
Splitting cluster 14 changes total score from -54360508.000000 to -54373220.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -745475.375000 Penalty: 1478.053589
	Iteration 0F: 2 clusters Score -745475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -738987.000000 Penalty: 2956.107178
	Iteration 0F: 3 clusters Score -738987 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -741153.875000 Penalty: 2956.107178
	Iteration 1F: 3 clusters Score -741153.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -741702.250000 Penalty: 2956.107178
	Iteration 2F: 3 clusters Score -741702.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -742386.187500 Penalty: 2956.107178
	Iteration 3F: 3 clusters Score -742386.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -743235.375000 Penalty: 2956.107178
	Iteration 4F: 3 clusters Score -743235.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -744004.125000 Penalty: 2956.107178
	Iteration 5F: 3 clusters Score -744004.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -744701.437500 Penalty: 2956.107178
	Iteration 6F: 3 clusters Score -744701.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -745474.687500 Penalty: 2956.107178
	Iteration 7F: 3 clusters Score -745474.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -746421.062500 Penalty: 2956.107178
	Iteration 8F: 3 clusters Score -746421.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -747354.312500 Penalty: 2956.107178
	Iteration 9F: 3 clusters Score -747354.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -747663.937500 Penalty: 2956.107178
	Iteration 10Q: 3 clusters Score -747663.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -747752.000000 Penalty: 2956.107178
	Iteration 11Q: 3 clusters Score -747752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -747810.625000 Penalty: 2956.107178
	Iteration 12Q: 3 clusters Score -747810.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -747861.937500 Penalty: 2956.107178
	Iteration 13Q: 3 clusters Score -747861.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -747905.125000 Penalty: 2956.107178
	Iteration 14Q: 3 clusters Score -747905.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -747951.062500 Penalty: 2956.107178
	Iteration 15Q: 3 clusters Score -747951.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -747998.187500 Penalty: 2956.107178
	Iteration 16Q: 3 clusters Score -747998.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -748064.125000 Penalty: 2956.107178
	Iteration 17Q: 3 clusters Score -748064.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -748181.625000 Penalty: 2956.107178
	Iteration 18Q: 3 clusters Score -748181.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -748344.937500 Penalty: 2956.107178
	Iteration 19Q: 3 clusters Score -748344.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -748467.250000 Penalty: 2956.107178
	Iteration 20F: 3 clusters Score -748467.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -748564.250000 Penalty: 2956.107178
	Iteration 21Q: 3 clusters Score -748564.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -748599.000000 Penalty: 2956.107178
	Iteration 22Q: 3 clusters Score -748599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -748618.437500 Penalty: 2956.107178
	Iteration 23Q: 3 clusters Score -748618.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -748626.500000 Penalty: 2956.107178
	Iteration 24Q: 3 clusters Score -748626.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -748631.562500 Penalty: 2956.107178
	Iteration 25Q: 3 clusters Score -748631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -748632.312500 Penalty: 2956.107178
	Iteration 26Q: 3 clusters Score -748632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -748632.750000 Penalty: 2956.107178
	Iteration 27Q: 3 clusters Score -748632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -748632.750000 Penalty: 2956.107178
	Iteration 28F: 3 clusters Score -748632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 26562 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 3797 members 
Entering Unmasked Estep 
Score: -54375540.000000 Penalty: 58774.265625
Splitting cluster 15 changes total score from -54360508.000000 to -54375540.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -92713.335938 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -92713.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -91185.070312 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -91185.07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -91487.406250 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -91487.41 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91607.234375 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -91607.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91659.968750 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -91659.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -91696.734375 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -91696.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91714.757812 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -91714.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91731.429688 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -91731.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91746.687500 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -91746.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91755.953125 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -91755.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91763.796875 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -91763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91769.375000 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -91769.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91772.390625 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -91772.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91775.273438 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -91775.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91775.273438 Penalty: 2278.937500
	Iteration 13F: 3 clusters Score -91775.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Entering Unmasked Estep 
Score: -2150497.000000 Penalty: 1649.628174
	Iteration 0F: 2 clusters Score -2150497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2133006.750000 Penalty: 3299.256348
	Iteration 0F: 3 clusters Score -2133007 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2139942.500000 Penalty: 3299.256348
	Iteration 1F: 3 clusters Score -2139942 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2140823.750000 Penalty: 3299.256348
	Iteration 2F: 3 clusters Score -2140824 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2141855.500000 Penalty: 3299.256348
	Iteration 3F: 3 clusters Score -2141856 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2143090.000000 Penalty: 3299.256348
	Iteration 4F: 3 clusters Score -2143090 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2144341.250000 Penalty: 3299.256348
	Iteration 5F: 3 clusters Score -2144341 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2145760.750000 Penalty: 3299.256348
	Iteration 6F: 3 clusters Score -2145761 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2147322.000000 Penalty: 3299.256348
	Iteration 7F: 3 clusters Score -2147322 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2148306.500000 Penalty: 3299.256348
	Iteration 8Q: 3 clusters Score -2148306 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2148760.000000 Penalty: 3299.256348
	Iteration 9Q: 3 clusters Score -2148760 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2149023.750000 Penalty: 3299.256348
	Iteration 10Q: 3 clusters Score -2149024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2149170.750000 Penalty: 3299.256348
	Iteration 11Q: 3 clusters Score -2149171 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2149257.250000 Penalty: 3299.256348
	Iteration 12Q: 3 clusters Score -2149257 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2149341.500000 Penalty: 3299.256348
	Iteration 13Q: 3 clusters Score -2149342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2149394.750000 Penalty: 3299.256348
	Iteration 14Q: 3 clusters Score -2149395 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2149454.750000 Penalty: 3299.256348
	Iteration 15Q: 3 clusters Score -2149455 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2149511.250000 Penalty: 3299.256348
	Iteration 16Q: 3 clusters Score -2149511 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2149562.250000 Penalty: 3299.256348
	Iteration 17Q: 3 clusters Score -2149562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2149612.750000 Penalty: 3299.256348
	Iteration 18Q: 3 clusters Score -2149613 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2149661.250000 Penalty: 3299.256348
	Iteration 19Q: 3 clusters Score -2149661 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2149683.500000 Penalty: 3299.256348
	Iteration 20F: 3 clusters Score -2149684 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2149705.000000 Penalty: 3299.256348
	Iteration 21Q: 3 clusters Score -2149705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2149733.750000 Penalty: 3299.256348
	Iteration 22Q: 3 clusters Score -2149734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2149745.500000 Penalty: 3299.256348
	Iteration 23Q: 3 clusters Score -2149746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2149756.500000 Penalty: 3299.256348
	Iteration 24Q: 3 clusters Score -2149756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2149770.000000 Penalty: 3299.256348
	Iteration 25Q: 3 clusters Score -2149770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2149771.000000 Penalty: 3299.256348
	Iteration 26Q: 3 clusters Score -2149771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2149779.250000 Penalty: 3299.256348
	Iteration 27Q: 3 clusters Score -2149779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2149786.250000 Penalty: 3299.256348
	Iteration 28Q: 3 clusters Score -2149786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2149785.750000 Penalty: 3299.256348
	Iteration 29Q: 3 clusters Score -2149786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2149790.250000 Penalty: 3299.256348
	Iteration 30Q: 3 clusters Score -2149790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2149792.000000 Penalty: 3299.256348
	Iteration 31Q: 3 clusters Score -2149792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2149795.000000 Penalty: 3299.256348
	Iteration 32Q: 3 clusters Score -2149795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2149792.500000 Penalty: 3299.256348
	Iteration 33Q: 3 clusters Score -2149792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2149796.500000 Penalty: 3299.256348
	Iteration 34Q: 3 clusters Score -2149796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2149800.500000 Penalty: 3299.256348
	Iteration 35Q: 3 clusters Score -2149800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2149797.000000 Penalty: 3299.256348
	Iteration 36Q: 3 clusters Score -2149797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2149795.750000 Penalty: 3299.256348
	Iteration 37Q: 3 clusters Score -2149796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2149799.750000 Penalty: 3299.256348
	Iteration 38Q: 3 clusters Score -2149800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2149801.500000 Penalty: 3299.256348
	Iteration 39Q: 3 clusters Score -2149802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2149797.500000 Penalty: 3299.256348
	Iteration 40F: 3 clusters Score -2149798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2149794.250000 Penalty: 3299.256348
	Iteration 41Q: 3 clusters Score -2149794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2149798.500000 Penalty: 3299.256348
	Iteration 42Q: 3 clusters Score -2149798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2149796.250000 Penalty: 3299.256348
	Iteration 43Q: 3 clusters Score -2149796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2149796.750000 Penalty: 3299.256348
	Iteration 44Q: 3 clusters Score -2149797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2149794.000000 Penalty: 3299.256348
	Iteration 45Q: 3 clusters Score -2149794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2149797.000000 Penalty: 3299.256348
	Iteration 46Q: 3 clusters Score -2149797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2149796.500000 Penalty: 3299.256348
	Iteration 47Q: 3 clusters Score -2149796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2149798.500000 Penalty: 3299.256348
	Iteration 48Q: 3 clusters Score -2149798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2149797.250000 Penalty: 3299.256348
	Iteration 49Q: 3 clusters Score -2149797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2149797.250000 Penalty: 3299.256348
	Iteration 50F: 3 clusters Score -2149797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Entering Unmasked Estep 
Score: -2222234.250000 Penalty: 1655.426025
	Iteration 0F: 2 clusters Score -2222234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2204411.500000 Penalty: 3310.852051
	Iteration 0F: 3 clusters Score -2204412 nChanged 12114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2211513.500000 Penalty: 3310.852051
	Iteration 1F: 3 clusters Score -2211514 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2212734.750000 Penalty: 3310.852051
	Iteration 2F: 3 clusters Score -2212735 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2214809.250000 Penalty: 3310.852051
	Iteration 3F: 3 clusters Score -2214809 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2217814.500000 Penalty: 3310.852051
	Iteration 4F: 3 clusters Score -2217814 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2221035.750000 Penalty: 3310.852051
	Iteration 5F: 3 clusters Score -2221036 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2223381.500000 Penalty: 3310.852051
	Iteration 6F: 3 clusters Score -2223382 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2224550.500000 Penalty: 3310.852051
	Iteration 7F: 3 clusters Score -2224550 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2225196.250000 Penalty: 3310.852051
	Iteration 8Q: 3 clusters Score -2225196 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2225608.000000 Penalty: 3310.852051
	Iteration 9Q: 3 clusters Score -2225608 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2225731.000000 Penalty: 3310.852051
	Iteration 10Q: 3 clusters Score -2225731 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2225791.000000 Penalty: 3310.852051
	Iteration 11Q: 3 clusters Score -2225791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2225815.000000 Penalty: 3310.852051
	Iteration 12Q: 3 clusters Score -2225815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2225834.000000 Penalty: 3310.852051
	Iteration 13Q: 3 clusters Score -2225834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2225844.500000 Penalty: 3310.852051
	Iteration 14Q: 3 clusters Score -2225844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2225852.250000 Penalty: 3310.852051
	Iteration 15Q: 3 clusters Score -2225852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2225859.750000 Penalty: 3310.852051
	Iteration 16Q: 3 clusters Score -2225860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2225874.000000 Penalty: 3310.852051
	Iteration 17Q: 3 clusters Score -2225874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2225874.500000 Penalty: 3310.852051
	Iteration 18Q: 3 clusters Score -2225874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2225874.500000 Penalty: 3310.852051
	Iteration 19Q: 3 clusters Score -2225874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2225878.250000 Penalty: 3310.852051
	Iteration 20F: 3 clusters Score -2225878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2225880.750000 Penalty: 3310.852051
	Iteration 21Q: 3 clusters Score -2225881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2225887.750000 Penalty: 3310.852051
	Iteration 22Q: 3 clusters Score -2225888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2225888.250000 Penalty: 3310.852051
	Iteration 23Q: 3 clusters Score -2225888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2225885.750000 Penalty: 3310.852051
	Iteration 24Q: 3 clusters Score -2225886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2225883.000000 Penalty: 3310.852051
	Iteration 25Q: 3 clusters Score -2225883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2225888.000000 Penalty: 3310.852051
	Iteration 26Q: 3 clusters Score -2225888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2225894.750000 Penalty: 3310.852051
	Iteration 27Q: 3 clusters Score -2225895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2225890.250000 Penalty: 3310.852051
	Iteration 28Q: 3 clusters Score -2225890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2225890.750000 Penalty: 3310.852051
	Iteration 29Q: 3 clusters Score -2225891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2225889.750000 Penalty: 3310.852051
	Iteration 30Q: 3 clusters Score -2225890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2225887.750000 Penalty: 3310.852051
	Iteration 31Q: 3 clusters Score -2225888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2225886.500000 Penalty: 3310.852051
	Iteration 32Q: 3 clusters Score -2225886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2225893.000000 Penalty: 3310.852051
	Iteration 33Q: 3 clusters Score -2225893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2225893.250000 Penalty: 3310.852051
	Iteration 34Q: 3 clusters Score -2225893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2225896.250000 Penalty: 3310.852051
	Iteration 35Q: 3 clusters Score -2225896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2225896.750000 Penalty: 3310.852051
	Iteration 36Q: 3 clusters Score -2225897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2225894.500000 Penalty: 3310.852051
	Iteration 37Q: 3 clusters Score -2225894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2225897.500000 Penalty: 3310.852051
	Iteration 38Q: 3 clusters Score -2225898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2225895.750000 Penalty: 3310.852051
	Iteration 39Q: 3 clusters Score -2225896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2225895.750000 Penalty: 3310.852051
	Iteration 40F: 3 clusters Score -2225896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 7662 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 19980 members 
Entering Unmasked Estep 
Score: -54378600.000000 Penalty: 60951.093750
Splitting cluster 18 changes total score from -54360508.000000 to -54378600.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (7662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Entering Unmasked Estep 
Score: -552824.250000 Penalty: 1453.404541
	Iteration 0F: 2 clusters Score -552824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -547262.937500 Penalty: 2906.809082
	Iteration 0F: 3 clusters Score -547262.9 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -550106.000000 Penalty: 2906.809082
	Iteration 1F: 3 clusters Score -550106 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -551039.000000 Penalty: 2906.809082
	Iteration 2F: 3 clusters Score -551039 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -551705.500000 Penalty: 2906.809082
	Iteration 3F: 3 clusters Score -551705.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -552141.937500 Penalty: 2906.809082
	Iteration 4F: 3 clusters Score -552141.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -552481.812500 Penalty: 2906.809082
	Iteration 5F: 3 clusters Score -552481.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -552722.750000 Penalty: 2906.809082
	Iteration 6Q: 3 clusters Score -552722.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -552947.125000 Penalty: 2906.809082
	Iteration 7Q: 3 clusters Score -552947.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -553116.750000 Penalty: 2906.809082
	Iteration 8Q: 3 clusters Score -553116.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -553238.187500 Penalty: 2906.809082
	Iteration 9Q: 3 clusters Score -553238.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -553324.125000 Penalty: 2906.809082
	Iteration 10Q: 3 clusters Score -553324.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -553372.687500 Penalty: 2906.809082
	Iteration 11Q: 3 clusters Score -553372.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -553425.500000 Penalty: 2906.809082
	Iteration 12Q: 3 clusters Score -553425.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -553457.687500 Penalty: 2906.809082
	Iteration 13Q: 3 clusters Score -553457.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -553487.750000 Penalty: 2906.809082
	Iteration 14Q: 3 clusters Score -553487.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -553516.187500 Penalty: 2906.809082
	Iteration 15Q: 3 clusters Score -553516.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -553543.625000 Penalty: 2906.809082
	Iteration 16Q: 3 clusters Score -553543.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -553568.000000 Penalty: 2906.809082
	Iteration 17Q: 3 clusters Score -553568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -553587.500000 Penalty: 2906.809082
	Iteration 18Q: 3 clusters Score -553587.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -553614.125000 Penalty: 2906.809082
	Iteration 19Q: 3 clusters Score -553614.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -553655.687500 Penalty: 2906.809082
	Iteration 20F: 3 clusters Score -553655.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -553687.000000 Penalty: 2906.809082
	Iteration 21Q: 3 clusters Score -553687 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -553721.687500 Penalty: 2906.809082
	Iteration 22Q: 3 clusters Score -553721.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -553770.375000 Penalty: 2906.809082
	Iteration 23Q: 3 clusters Score -553770.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -553833.000000 Penalty: 2906.809082
	Iteration 24Q: 3 clusters Score -553833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -553934.062500 Penalty: 2906.809082
	Iteration 25Q: 3 clusters Score -553934.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -554066.187500 Penalty: 2906.809082
	Iteration 26Q: 3 clusters Score -554066.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -554217.812500 Penalty: 2906.809082
	Iteration 27Q: 3 clusters Score -554217.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -554378.125000 Penalty: 2906.809082
	Iteration 28Q: 3 clusters Score -554378.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -554557.937500 Penalty: 2906.809082
	Iteration 29Q: 3 clusters Score -554557.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -554758.250000 Penalty: 2906.809082
	Iteration 30Q: 3 clusters Score -554758.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -554950.500000 Penalty: 2906.809082
	Iteration 31Q: 3 clusters Score -554950.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -555066.062500 Penalty: 2906.809082
	Iteration 32Q: 3 clusters Score -555066.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -555142.375000 Penalty: 2906.809082
	Iteration 33Q: 3 clusters Score -555142.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -555198.250000 Penalty: 2906.809082
	Iteration 34Q: 3 clusters Score -555198.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -555226.000000 Penalty: 2906.809082
	Iteration 35Q: 3 clusters Score -555226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -555244.312500 Penalty: 2906.809082
	Iteration 36Q: 3 clusters Score -555244.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -555255.687500 Penalty: 2906.809082
	Iteration 37Q: 3 clusters Score -555255.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -555266.375000 Penalty: 2906.809082
	Iteration 38Q: 3 clusters Score -555266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -555272.625000 Penalty: 2906.809082
	Iteration 39Q: 3 clusters Score -555272.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -555277.750000 Penalty: 2906.809082
	Iteration 40F: 3 clusters Score -555277.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -555281.937500 Penalty: 2906.809082
	Iteration 41Q: 3 clusters Score -555281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -555288.375000 Penalty: 2906.809082
	Iteration 42Q: 3 clusters Score -555288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -555293.125000 Penalty: 2906.809082
	Iteration 43Q: 3 clusters Score -555293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -555297.187500 Penalty: 2906.809082
	Iteration 44Q: 3 clusters Score -555297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -555299.937500 Penalty: 2906.809082
	Iteration 45Q: 3 clusters Score -555299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -555300.875000 Penalty: 2906.809082
	Iteration 46Q: 3 clusters Score -555300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -555302.062500 Penalty: 2906.809082
	Iteration 47Q: 3 clusters Score -555302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -555302.312500 Penalty: 2906.809082
	Iteration 48Q: 3 clusters Score -555302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -555304.000000 Penalty: 2906.809082
	Iteration 49Q: 3 clusters Score -555304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -555303.812500 Penalty: 2906.809082
	Iteration 50Q: 3 clusters Score -555303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -555305.312500 Penalty: 2906.809082
	Iteration 51Q: 3 clusters Score -555305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -555305.500000 Penalty: 2906.809082
	Iteration 52Q: 3 clusters Score -555305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -555305.687500 Penalty: 2906.809082
	Iteration 53Q: 3 clusters Score -555305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -555306.062500 Penalty: 2906.809082
	Iteration 54Q: 3 clusters Score -555306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -555306.062500 Penalty: 2906.809082
	Iteration 55F: 3 clusters Score -555306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 8236 members 
Mstep: Class 24 contains 23071 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 19980 members 
Mstep: Class 29 contains 5829 members 
Entering Unmasked Estep 
Score: -54380316.000000 Penalty: 63127.917969
Splitting cluster 20 changes total score from -54360508.000000 to -54380316.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 151208 members 
Mstep: Class 4 contains 2324 members 
Mstep: Class 5 contains 15868 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 13352 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 209357 members 
Mstep: Class 14 contains 12903 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 1110 members 
Mstep: Class 17 contains 25631 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 20 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54390108.000000 Penalty: 63127.917969
Iteration 39Q: 30 clusters Score -5.439011e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 153196 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 15946 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 13028 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 16585 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 208285 members 
Mstep: Class 14 contains 13416 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 25740 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 1354 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 22492 members 
Mstep: Class 25 contains 2261 members 
Mstep: Class 26 contains 2862 members 
Mstep: Class 27 contains 3806 members 
Mstep: Class 28 contains 19330 members 
Mstep: Class 29 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54398520.000000 Penalty: 63127.917969
Iteration 40F: 30 clusters Score -5.439852e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 154814 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 15758 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 8090 members 
Mstep: Class 9 contains 16571 members 
Mstep: Class 10 contains 11105 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 207481 members 
Mstep: Class 14 contains 13394 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 1065 members 
Mstep: Class 17 contains 25271 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 19 contains 4744 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 22725 members 
Mstep: Class 25 contains 1968 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 3884 members 
Mstep: Class 28 contains 19760 members 
Mstep: Class 29 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 2167.091553 but Gain 2176.824219
Score: -54401124.000000 Penalty: 60951.093750
Iteration 41Q: 29 clusters Score -5.440112e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 156910 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 15606 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 8027 members 
Mstep: Class 9 contains 16609 members 
Mstep: Class 10 contains 11211 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 207255 members 
Mstep: Class 14 contains 13455 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 1045 members 
Mstep: Class 17 contains 24935 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 3320 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 8403 members 
Mstep: Class 24 contains 22854 members 
Mstep: Class 26 contains 2969 members 
Mstep: Class 27 contains 3918 members 
Mstep: Class 28 contains 20013 members 
Mstep: Class 29 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405160.000000 Penalty: 60951.093750
Iteration 42Q: 29 clusters Score -5.440516e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 157589 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 15451 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 206905 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 5291 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 24625 members 
Mstep: Class 18 contains 6875 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 2257 members 
Mstep: Class 21 contains 3398 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 23 contains 8461 members 
Mstep: Class 24 contains 22978 members 
Mstep: Class 26 contains 3041 members 
Mstep: Class 27 contains 3942 members 
Mstep: Class 28 contains 20204 members 
Mstep: Class 29 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406292.000000 Penalty: 60951.093750
Iteration 43Q: 29 clusters Score -5.440629e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 157992 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 15323 members 
Mstep: Class 6 contains 6974 members 
Mstep: Class 7 contains 12302 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 11377 members 
Mstep: Class 11 contains 3494 members 
Mstep: Class 12 contains 3229 members 
Mstep: Class 13 contains 206726 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 24392 members 
Mstep: Class 18 contains 6961 members 
Mstep: Class 19 contains 5287 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 3482 members 
Mstep: Class 22 contains 1535 members 
Mstep: Class 23 contains 8499 members 
Mstep: Class 24 contains 23132 members 
Mstep: Class 26 contains 3104 members 
Mstep: Class 27 contains 3950 members 
Mstep: Class 28 contains 20339 members 
Mstep: Class 29 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406940.000000 Penalty: 60951.093750
Iteration 44Q: 29 clusters Score -5.440694e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 158312 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 15170 members 
Mstep: Class 6 contains 7037 members 
Mstep: Class 7 contains 12178 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 16497 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 3257 members 
Mstep: Class 13 contains 206633 members 
Mstep: Class 14 contains 13332 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 1015 members 
Mstep: Class 17 contains 24203 members 
Mstep: Class 18 contains 7038 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 23296 members 
Mstep: Class 26 contains 3154 members 
Mstep: Class 27 contains 3965 members 
Mstep: Class 28 contains 20444 members 
Mstep: Class 29 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407944.000000 Penalty: 60951.093750
Iteration 45Q: 29 clusters Score -5.440794e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 158522 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 15020 members 
Mstep: Class 6 contains 7083 members 
Mstep: Class 7 contains 12056 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 9 contains 16488 members 
Mstep: Class 10 contains 11522 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 206612 members 
Mstep: Class 14 contains 13336 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 1002 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 5620 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 3647 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 8507 members 
Mstep: Class 24 contains 23454 members 
Mstep: Class 26 contains 3203 members 
Mstep: Class 27 contains 3973 members 
Mstep: Class 28 contains 20518 members 
Mstep: Class 29 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408624.000000 Penalty: 60951.093750
Iteration 46Q: 29 clusters Score -5.440862e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 158682 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 14910 members 
Mstep: Class 6 contains 7113 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 7931 members 
Mstep: Class 9 contains 16464 members 
Mstep: Class 10 contains 11571 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 206565 members 
Mstep: Class 14 contains 13374 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 23823 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 5793 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 3717 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 23589 members 
Mstep: Class 26 contains 3247 members 
Mstep: Class 27 contains 3981 members 
Mstep: Class 28 contains 20572 members 
Mstep: Class 29 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409172.000000 Penalty: 60951.093750
Iteration 47Q: 29 clusters Score -5.440917e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 5273 members 
Mstep: Class 3 contains 158833 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 7946 members 
Mstep: Class 9 contains 16459 members 
Mstep: Class 10 contains 11596 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 206511 members 
Mstep: Class 14 contains 13399 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 23651 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 3788 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 8476 members 
Mstep: Class 24 contains 23718 members 
Mstep: Class 26 contains 3291 members 
Mstep: Class 27 contains 3983 members 
Mstep: Class 28 contains 20605 members 
Mstep: Class 29 contains 4864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409560.000000 Penalty: 60951.093750
Iteration 48Q: 29 clusters Score -5.440956e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 158923 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 14676 members 
Mstep: Class 6 contains 7145 members 
Mstep: Class 7 contains 11737 members 
Mstep: Class 8 contains 7974 members 
Mstep: Class 9 contains 16486 members 
Mstep: Class 10 contains 11613 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 206453 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 973 members 
Mstep: Class 17 contains 23470 members 
Mstep: Class 18 contains 7318 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 3848 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 8435 members 
Mstep: Class 24 contains 23848 members 
Mstep: Class 26 contains 3335 members 
Mstep: Class 27 contains 3988 members 
Mstep: Class 28 contains 20646 members 
Mstep: Class 29 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409928.000000 Penalty: 60951.093750
Iteration 49Q: 29 clusters Score -5.440993e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 5162 members 
Mstep: Class 3 contains 158995 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 14593 members 
Mstep: Class 6 contains 7156 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 16497 members 
Mstep: Class 10 contains 11630 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 206426 members 
Mstep: Class 14 contains 13371 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 23280 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1651 members 
Mstep: Class 23 contains 8395 members 
Mstep: Class 24 contains 23968 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 3991 members 
Mstep: Class 28 contains 20698 members 
Mstep: Class 29 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410356.000000 Penalty: 60951.093750
Iteration 50Q: 29 clusters Score -5.441036e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 159048 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 7167 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16499 members 
Mstep: Class 10 contains 11651 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 206428 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 23104 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 21 contains 3957 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 24084 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 4000 members 
Mstep: Class 28 contains 20770 members 
Mstep: Class 29 contains 4817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410740.000000 Penalty: 60951.093750
Iteration 51Q: 29 clusters Score -5.441074e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 159107 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 7181 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 16524 members 
Mstep: Class 10 contains 11663 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 206421 members 
Mstep: Class 14 contains 13205 members 
Mstep: Class 15 contains 5508 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 22963 members 
Mstep: Class 18 contains 7506 members 
Mstep: Class 19 contains 6537 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 24161 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 20844 members 
Mstep: Class 29 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411408.000000 Penalty: 60951.093750
Iteration 52Q: 29 clusters Score -5.441141e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 159120 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 11479 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 16551 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 206433 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 5532 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 22852 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 6628 members 
Mstep: Class 20 contains 2219 members 
Mstep: Class 21 contains 4070 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 24243 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 4005 members 
Mstep: Class 28 contains 20936 members 
Mstep: Class 29 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412044.000000 Penalty: 60951.093750
Iteration 53Q: 29 clusters Score -5.441204e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 159149 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 5 contains 14215 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 16581 members 
Mstep: Class 10 contains 11691 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 3314 members 
Mstep: Class 13 contains 206445 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 15 contains 5550 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 22713 members 
Mstep: Class 18 contains 7571 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 8032 members 
Mstep: Class 24 contains 24325 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21015 members 
Mstep: Class 29 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412756.000000 Penalty: 60951.093750
Iteration 54Q: 29 clusters Score -5.441276e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 159189 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 16575 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 3785 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 206446 members 
Mstep: Class 14 contains 12956 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 22564 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 6760 members 
Mstep: Class 20 contains 2201 members 
Mstep: Class 21 contains 4174 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 8068 members 
Mstep: Class 24 contains 24444 members 
Mstep: Class 26 contains 3641 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21088 members 
Mstep: Class 29 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413112.000000 Penalty: 60951.093750
Iteration 55Q: 29 clusters Score -5.441311e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 159218 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 14011 members 
Mstep: Class 6 contains 7200 members 
Mstep: Class 7 contains 11351 members 
Mstep: Class 8 contains 8029 members 
Mstep: Class 9 contains 16586 members 
Mstep: Class 10 contains 11736 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 206457 members 
Mstep: Class 14 contains 12905 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 22427 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 6793 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 24572 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 4004 members 
Mstep: Class 28 contains 21144 members 
Mstep: Class 29 contains 4749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413136.000000 Penalty: 60951.093750
Iteration 56Q: 29 clusters Score -5.441314e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 159242 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 11312 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 16626 members 
Mstep: Class 10 contains 11740 members 
Mstep: Class 11 contains 3871 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 206459 members 
Mstep: Class 14 contains 12866 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 22305 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 4263 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 8141 members 
Mstep: Class 24 contains 24703 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 21195 members 
Mstep: Class 29 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413428.000000 Penalty: 60951.093750
Iteration 57Q: 29 clusters Score -5.441343e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 159243 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 13774 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 8035 members 
Mstep: Class 9 contains 16669 members 
Mstep: Class 10 contains 11740 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 206460 members 
Mstep: Class 14 contains 12847 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 941 members 
Mstep: Class 17 contains 22199 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 6845 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 4287 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 8178 members 
Mstep: Class 24 contains 24870 members 
Mstep: Class 26 contains 3742 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 21244 members 
Mstep: Class 29 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413412.000000 Penalty: 60951.093750
Iteration 58Q: 29 clusters Score -5.441341e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 159244 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 7204 members 
Mstep: Class 7 contains 11207 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16723 members 
Mstep: Class 10 contains 11728 members 
Mstep: Class 11 contains 3936 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 206455 members 
Mstep: Class 14 contains 12846 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 22108 members 
Mstep: Class 18 contains 7683 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 4313 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 25034 members 
Mstep: Class 26 contains 3763 members 
Mstep: Class 27 contains 4000 members 
Mstep: Class 28 contains 21280 members 
Mstep: Class 29 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413492.000000 Penalty: 60951.093750
Iteration 59Q: 29 clusters Score -5.441349e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 159229 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 13577 members 
Mstep: Class 6 contains 7202 members 
Mstep: Class 7 contains 11159 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 16735 members 
Mstep: Class 10 contains 11733 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 206454 members 
Mstep: Class 14 contains 12858 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 940 members 
Mstep: Class 17 contains 22033 members 
Mstep: Class 18 contains 7701 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 4331 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 25183 members 
Mstep: Class 26 contains 3783 members 
Mstep: Class 27 contains 4000 members 
Mstep: Class 28 contains 21312 members 
Mstep: Class 29 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413528.000000 Penalty: 60951.093750
Iteration 60F: 29 clusters Score -5.441353e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 4830 members 
Mstep: Class 3 contains 159228 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 13486 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 11122 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 16742 members 
Mstep: Class 10 contains 11744 members 
Mstep: Class 11 contains 4003 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 206465 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 21941 members 
Mstep: Class 18 contains 7709 members 
Mstep: Class 19 contains 6902 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 8256 members 
Mstep: Class 24 contains 25321 members 
Mstep: Class 26 contains 3800 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 21352 members 
Mstep: Class 29 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413760.000000 Penalty: 60951.093750
Iteration 61Q: 29 clusters Score -5.441376e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 159255 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 13394 members 
Mstep: Class 6 contains 7201 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 8037 members 
Mstep: Class 9 contains 16751 members 
Mstep: Class 10 contains 11762 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 206458 members 
Mstep: Class 14 contains 12860 members 
Mstep: Class 15 contains 5697 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 21834 members 
Mstep: Class 18 contains 7724 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 4398 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 25468 members 
Mstep: Class 26 contains 3813 members 
Mstep: Class 27 contains 3998 members 
Mstep: Class 28 contains 21371 members 
Mstep: Class 29 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413988.000000 Penalty: 60951.093750
Iteration 62Q: 29 clusters Score -5.441399e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 159245 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 11064 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 16749 members 
Mstep: Class 10 contains 11759 members 
Mstep: Class 11 contains 4046 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 206466 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 21734 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 6912 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 1746 members 
Mstep: Class 23 contains 8344 members 
Mstep: Class 24 contains 25621 members 
Mstep: Class 26 contains 3824 members 
Mstep: Class 27 contains 3999 members 
Mstep: Class 28 contains 21398 members 
Mstep: Class 29 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414128.000000 Penalty: 60951.093750
Iteration 63Q: 29 clusters Score -5.441413e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 4813 members 
Mstep: Class 3 contains 159228 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 13233 members 
Mstep: Class 6 contains 7199 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 16751 members 
Mstep: Class 10 contains 11752 members 
Mstep: Class 11 contains 4079 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 206473 members 
Mstep: Class 14 contains 12861 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 6924 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 25751 members 
Mstep: Class 26 contains 3835 members 
Mstep: Class 27 contains 4002 members 
Mstep: Class 28 contains 21434 members 
Mstep: Class 29 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414248.000000 Penalty: 60951.093750
Iteration 64Q: 29 clusters Score -5.441425e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 159237 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 13155 members 
Mstep: Class 6 contains 7197 members 
Mstep: Class 7 contains 11007 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 16768 members 
Mstep: Class 10 contains 11753 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 206495 members 
Mstep: Class 14 contains 12861 members 
Mstep: Class 15 contains 5740 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 21538 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 6940 members 
Mstep: Class 20 contains 2169 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 1753 members 
Mstep: Class 23 contains 8431 members 
Mstep: Class 24 contains 25876 members 
Mstep: Class 26 contains 3846 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21465 members 
Mstep: Class 29 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414460.000000 Penalty: 60951.093750
Iteration 65Q: 29 clusters Score -5.441446e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 159247 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 13077 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 8049 members 
Mstep: Class 9 contains 16782 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 206508 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 2169 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 8499 members 
Mstep: Class 24 contains 26002 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21489 members 
Mstep: Class 29 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414364.000000 Penalty: 60951.093750
Iteration 66Q: 29 clusters Score -5.441436e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 159269 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 12989 members 
Mstep: Class 6 contains 7195 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 16792 members 
Mstep: Class 10 contains 11761 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 206521 members 
Mstep: Class 14 contains 12866 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 1760 members 
Mstep: Class 23 contains 8563 members 
Mstep: Class 24 contains 26148 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21507 members 
Mstep: Class 29 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414496.000000 Penalty: 60951.093750
Iteration 67Q: 29 clusters Score -5.44145e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 159270 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 12904 members 
Mstep: Class 6 contains 7193 members 
Mstep: Class 7 contains 10902 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 16803 members 
Mstep: Class 10 contains 11775 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 206527 members 
Mstep: Class 14 contains 12857 members 
Mstep: Class 15 contains 5759 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 21217 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 6975 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 4504 members 
Mstep: Class 22 contains 1765 members 
Mstep: Class 23 contains 8634 members 
Mstep: Class 24 contains 26313 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 4007 members 
Mstep: Class 28 contains 21518 members 
Mstep: Class 29 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414628.000000 Penalty: 60951.093750
Iteration 68Q: 29 clusters Score -5.441463e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 159279 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 12818 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 10879 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 16817 members 
Mstep: Class 10 contains 11778 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 206534 members 
Mstep: Class 14 contains 12863 members 
Mstep: Class 15 contains 5769 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 21126 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 6981 members 
Mstep: Class 20 contains 2165 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 8704 members 
Mstep: Class 24 contains 26484 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 21532 members 
Mstep: Class 29 contains 4556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414736.000000 Penalty: 60951.093750
Iteration 69Q: 29 clusters Score -5.441474e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 159287 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 12755 members 
Mstep: Class 6 contains 7185 members 
Mstep: Class 7 contains 10861 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 16831 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 206530 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 21033 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 6979 members 
Mstep: Class 20 contains 2168 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 26649 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21536 members 
Mstep: Class 29 contains 4545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414780.000000 Penalty: 60951.093750
Iteration 70Q: 29 clusters Score -5.441478e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 159276 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 12685 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 16843 members 
Mstep: Class 10 contains 11774 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 206514 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 935 members 
Mstep: Class 17 contains 20962 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 6979 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 8843 members 
Mstep: Class 24 contains 26840 members 
Mstep: Class 26 contains 3887 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21540 members 
Mstep: Class 29 contains 4533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414748.000000 Penalty: 60951.093750
Iteration 71Q: 29 clusters Score -5.441475e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 159252 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 12616 members 
Mstep: Class 6 contains 7168 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 8 contains 8039 members 
Mstep: Class 9 contains 16847 members 
Mstep: Class 10 contains 11776 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 206507 members 
Mstep: Class 14 contains 12893 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 20906 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 6986 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 4527 members 
Mstep: Class 22 contains 1800 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 27017 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414760.000000 Penalty: 60951.093750
Iteration 72Q: 29 clusters Score -5.441476e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 159234 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 12556 members 
Mstep: Class 6 contains 7165 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16861 members 
Mstep: Class 10 contains 11776 members 
Mstep: Class 11 contains 4325 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 206498 members 
Mstep: Class 14 contains 12892 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 16 contains 934 members 
Mstep: Class 17 contains 20858 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 6991 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1811 members 
Mstep: Class 23 contains 8939 members 
Mstep: Class 24 contains 27169 members 
Mstep: Class 26 contains 3892 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414748.000000 Penalty: 60951.093750
Iteration 73Q: 29 clusters Score -5.441475e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 159222 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 12515 members 
Mstep: Class 6 contains 7154 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16864 members 
Mstep: Class 10 contains 11780 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 206505 members 
Mstep: Class 14 contains 12896 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 20796 members 
Mstep: Class 18 contains 7773 members 
Mstep: Class 19 contains 6991 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 8986 members 
Mstep: Class 24 contains 27298 members 
Mstep: Class 26 contains 3893 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414892.000000 Penalty: 60951.093750
Iteration 74Q: 29 clusters Score -5.441489e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 159204 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 10748 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16872 members 
Mstep: Class 10 contains 11781 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 206516 members 
Mstep: Class 14 contains 12895 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 20731 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 6996 members 
Mstep: Class 20 contains 2179 members 
Mstep: Class 21 contains 4534 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 27411 members 
Mstep: Class 26 contains 3895 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415052.000000 Penalty: 60951.093750
Iteration 75Q: 29 clusters Score -5.441505e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 159190 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 16867 members 
Mstep: Class 10 contains 11781 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 206518 members 
Mstep: Class 14 contains 12892 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 20666 members 
Mstep: Class 18 contains 7791 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 9106 members 
Mstep: Class 24 contains 27521 members 
Mstep: Class 26 contains 3898 members 
Mstep: Class 27 contains 4020 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415060.000000 Penalty: 60951.093750
Iteration 76Q: 29 clusters Score -5.441506e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 159171 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 7129 members 
Mstep: Class 7 contains 10710 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16865 members 
Mstep: Class 10 contains 11782 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 206526 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 20607 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 2180 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 1849 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 27616 members 
Mstep: Class 26 contains 3902 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415152.000000 Penalty: 60951.093750
Iteration 77Q: 29 clusters Score -5.441515e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 159169 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 16866 members 
Mstep: Class 10 contains 11783 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 206536 members 
Mstep: Class 14 contains 12884 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20559 members 
Mstep: Class 18 contains 7812 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 2182 members 
Mstep: Class 21 contains 4544 members 
Mstep: Class 22 contains 1858 members 
Mstep: Class 23 contains 9181 members 
Mstep: Class 24 contains 27704 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415252.000000 Penalty: 60951.093750
Iteration 78Q: 29 clusters Score -5.441525e+07 nChanged 471
Entering ConstructFrom: 
Score: -54415252.000000 Penalty: 60951.093750
Entering ConstructFrom: 
Trying to split cluster 1 (74516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Entering Unmasked Estep 
Score: -6365011.500000 Penalty: 1823.049927
	Iteration 0F: 2 clusters Score -6365012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -6315241.000000 Penalty: 3646.099854
	Iteration 0F: 3 clusters Score -6315241 nChanged 35304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -6335270.000000 Penalty: 3646.099854
	Iteration 1F: 3 clusters Score -6335270 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -6336030.000000 Penalty: 3646.099854
	Iteration 2Q: 3 clusters Score -6336030 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -6336911.000000 Penalty: 3646.099854
	Iteration 3Q: 3 clusters Score -6336911 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6338229.000000 Penalty: 3646.099854
	Iteration 4Q: 3 clusters Score -6338229 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -6340207.500000 Penalty: 3646.099854
	Iteration 5Q: 3 clusters Score -6340208 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6342967.000000 Penalty: 3646.099854
	Iteration 6F: 3 clusters Score -6342967 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6346319.500000 Penalty: 3646.099854
	Iteration 7F: 3 clusters Score -6346320 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -6349695.500000 Penalty: 3646.099854
	Iteration 8F: 3 clusters Score -6349696 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -6352597.500000 Penalty: 3646.099854
	Iteration 9F: 3 clusters Score -6352598 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -6354857.500000 Penalty: 3646.099854
	Iteration 10Q: 3 clusters Score -6354858 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -6356522.000000 Penalty: 3646.099854
	Iteration 11Q: 3 clusters Score -6356522 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -6357914.500000 Penalty: 3646.099854
	Iteration 12Q: 3 clusters Score -6357914 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -6359280.500000 Penalty: 3646.099854
	Iteration 13Q: 3 clusters Score -6359280 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -6360581.000000 Penalty: 3646.099854
	Iteration 14Q: 3 clusters Score -6360581 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -6361674.000000 Penalty: 3646.099854
	Iteration 15Q: 3 clusters Score -6361674 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -6362746.500000 Penalty: 3646.099854
	Iteration 16Q: 3 clusters Score -6362746 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -6363767.000000 Penalty: 3646.099854
	Iteration 17Q: 3 clusters Score -6363767 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -6364694.000000 Penalty: 3646.099854
	Iteration 18Q: 3 clusters Score -6364694 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -6365340.000000 Penalty: 3646.099854
	Iteration 19Q: 3 clusters Score -6365340 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -6365662.500000 Penalty: 3646.099854
	Iteration 20F: 3 clusters Score -6365662 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6365825.500000 Penalty: 3646.099854
	Iteration 21Q: 3 clusters Score -6365826 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -6365895.500000 Penalty: 3646.099854
	Iteration 22Q: 3 clusters Score -6365896 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6365946.000000 Penalty: 3646.099854
	Iteration 23Q: 3 clusters Score -6365946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -6365959.000000 Penalty: 3646.099854
	Iteration 24Q: 3 clusters Score -6365959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -6365964.500000 Penalty: 3646.099854
	Iteration 25Q: 3 clusters Score -6365964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -6365972.000000 Penalty: 3646.099854
	Iteration 26Q: 3 clusters Score -6365972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -6365991.000000 Penalty: 3646.099854
	Iteration 27Q: 3 clusters Score -6365991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -6365995.000000 Penalty: 3646.099854
	Iteration 28Q: 3 clusters Score -6365995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -6365992.000000 Penalty: 3646.099854
	Iteration 29Q: 3 clusters Score -6365992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -6365999.000000 Penalty: 3646.099854
	Iteration 30Q: 3 clusters Score -6365999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -6366009.000000 Penalty: 3646.099854
	Iteration 31Q: 3 clusters Score -6366009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -6366015.000000 Penalty: 3646.099854
	Iteration 32Q: 3 clusters Score -6366015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -6366017.000000 Penalty: 3646.099854
	Iteration 33Q: 3 clusters Score -6366017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -6366016.500000 Penalty: 3646.099854
	Iteration 34Q: 3 clusters Score -6366016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -6366011.000000 Penalty: 3646.099854
	Iteration 35Q: 3 clusters Score -6366011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -6366017.000000 Penalty: 3646.099854
	Iteration 36Q: 3 clusters Score -6366017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -6366028.500000 Penalty: 3646.099854
	Iteration 37Q: 3 clusters Score -6366028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -6366020.500000 Penalty: 3646.099854
	Iteration 38Q: 3 clusters Score -6366020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -6366018.500000 Penalty: 3646.099854
	Iteration 39Q: 3 clusters Score -6366018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -6366017.500000 Penalty: 3646.099854
	Iteration 40F: 3 clusters Score -6366018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -6366020.500000 Penalty: 3646.099854
	Iteration 41Q: 3 clusters Score -6366020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -6366020.500000 Penalty: 3646.099854
	Iteration 42F: 3 clusters Score -6366020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 159162 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 16872 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 206535 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 9211 members 
Mstep: Class 24 contains 27780 members 
Mstep: Class 25 contains 70550 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21541 members 
Mstep: Class 29 contains 4464 members 
Entering Unmasked Estep 
Score: -54416204.000000 Penalty: 63127.917969
Splitting cluster 1 changes total score from -54415252.000000 to -54416204.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -384272.468750 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -384272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -380387.281250 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -380387.3 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -381457.312500 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -381457.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -381689.312500 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -381689.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -381875.343750 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -381875.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -382031.218750 Penalty: 2754.888428
	Iteration 4F: 3 clusters Score -382031.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -382170.406250 Penalty: 2754.888428
	Iteration 5Q: 3 clusters Score -382170.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -382302.937500 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -382302.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -382396.906250 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -382396.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -382481.531250 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -382481.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -382559.468750 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -382559.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -382621.375000 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -382621.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -382683.468750 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -382683.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -382738.062500 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -382738.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -382792.718750 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -382792.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382857.250000 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -382857.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -382926.093750 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -382926.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -382985.000000 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -382985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -383041.968750 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -383042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -383088.406250 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -383088.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -383122.156250 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -383122.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -383150.000000 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -383150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -383170.062500 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -383170.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -383191.093750 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -383191.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383218.093750 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -383218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -383244.593750 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -383244.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -383262.562500 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -383262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -383276.875000 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -383276.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -383292.218750 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -383292.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383306.281250 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -383306.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -383312.750000 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -383312.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -383319.531250 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -383319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -383325.437500 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -383325.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383331.562500 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -383331.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -383337.093750 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -383337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -383342.781250 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -383342.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -383346.593750 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -383346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -383348.593750 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -383348.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -383349.312500 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -383349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -383351.093750 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -383351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -383352.093750 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -383352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -383352.781250 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -383352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383353.156250 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -383353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383353.875000 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -383353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383354.562500 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -383354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -383354.937500 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -383354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383356.125000 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -383356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -383355.937500 Penalty: 2754.888428
	Iteration 46Q: 3 clusters Score -383355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -383357.000000 Penalty: 2754.888428
	Iteration 47Q: 3 clusters Score -383357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -383358.281250 Penalty: 2754.888428
	Iteration 48Q: 3 clusters Score -383358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383358.468750 Penalty: 2754.888428
	Iteration 49Q: 3 clusters Score -383358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383359.343750 Penalty: 2754.888428
	Iteration 50Q: 3 clusters Score -383359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383360.093750 Penalty: 2754.888428
	Iteration 51Q: 3 clusters Score -383360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383360.093750 Penalty: 2754.888428
	Iteration 52F: 3 clusters Score -383360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (159162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Entering Unmasked Estep 
Score: -13754375.000000 Penalty: 1946.372681
	Iteration 0F: 2 clusters Score -1.375438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -13647391.000000 Penalty: 3892.745361
	Iteration 0F: 3 clusters Score -1.364739e+07 nChanged 76854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -13693030.000000 Penalty: 3892.745361
	Iteration 1F: 3 clusters Score -1.369303e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -13694023.000000 Penalty: 3892.745361
	Iteration 2Q: 3 clusters Score -1.369402e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -13695550.000000 Penalty: 3892.745361
	Iteration 3Q: 3 clusters Score -1.369555e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -13697870.000000 Penalty: 3892.745361
	Iteration 4Q: 3 clusters Score -1.369787e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -13701394.000000 Penalty: 3892.745361
	Iteration 5Q: 3 clusters Score -1.370139e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -13706474.000000 Penalty: 3892.745361
	Iteration 6F: 3 clusters Score -1.370647e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -13713405.000000 Penalty: 3892.745361
	Iteration 7F: 3 clusters Score -1.37134e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 121828 members 
Entering Unmasked Estep 
Score: -13721836.000000 Penalty: 3892.745361
	Iteration 8F: 3 clusters Score -1.372184e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 131622 members 
Entering Unmasked Estep 
Score: -13730093.000000 Penalty: 3892.745361
	Iteration 9F: 3 clusters Score -1.373009e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -13737369.000000 Penalty: 3892.745361
	Iteration 10F: 3 clusters Score -1.373737e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 146693 members 
Entering Unmasked Estep 
Score: -13743097.000000 Penalty: 3892.745361
	Iteration 11Q: 3 clusters Score -1.37431e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -13747143.000000 Penalty: 3892.745361
	Iteration 12Q: 3 clusters Score -1.374714e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 154620 members 
Entering Unmasked Estep 
Score: -13749879.000000 Penalty: 3892.745361
	Iteration 13Q: 3 clusters Score -1.374988e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -13751286.000000 Penalty: 3892.745361
	Iteration 14Q: 3 clusters Score -1.375129e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -13751999.000000 Penalty: 3892.745361
	Iteration 15Q: 3 clusters Score -1.3752e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -13752362.000000 Penalty: 3892.745361
	Iteration 16Q: 3 clusters Score -1.375236e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -13752531.000000 Penalty: 3892.745361
	Iteration 17Q: 3 clusters Score -1.375253e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -13752617.000000 Penalty: 3892.745361
	Iteration 18Q: 3 clusters Score -1.375262e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -13752666.000000 Penalty: 3892.745361
	Iteration 19Q: 3 clusters Score -1.375267e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -13752703.000000 Penalty: 3892.745361
	Iteration 20F: 3 clusters Score -1.37527e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -13752732.000000 Penalty: 3892.745361
	Iteration 21Q: 3 clusters Score -1.375273e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -13752755.000000 Penalty: 3892.745361
	Iteration 22Q: 3 clusters Score -1.375276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -13752757.000000 Penalty: 3892.745361
	Iteration 23Q: 3 clusters Score -1.375276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -13752767.000000 Penalty: 3892.745361
	Iteration 24Q: 3 clusters Score -1.375277e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -13752793.000000 Penalty: 3892.745361
	Iteration 25Q: 3 clusters Score -1.375279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -13752808.000000 Penalty: 3892.745361
	Iteration 26Q: 3 clusters Score -1.375281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -13752822.000000 Penalty: 3892.745361
	Iteration 27Q: 3 clusters Score -1.375282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 158580 members 
Entering Unmasked Estep 
Score: -13752833.000000 Penalty: 3892.745361
	Iteration 28Q: 3 clusters Score -1.375283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -13752832.000000 Penalty: 3892.745361
	Iteration 29Q: 3 clusters Score -1.375283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -13752829.000000 Penalty: 3892.745361
	Iteration 30Q: 3 clusters Score -1.375283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -13752833.000000 Penalty: 3892.745361
	Iteration 31Q: 3 clusters Score -1.375283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -13752842.000000 Penalty: 3892.745361
	Iteration 32Q: 3 clusters Score -1.375284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -13752847.000000 Penalty: 3892.745361
	Iteration 33Q: 3 clusters Score -1.375285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -13752848.000000 Penalty: 3892.745361
	Iteration 34Q: 3 clusters Score -1.375285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -13752852.000000 Penalty: 3892.745361
	Iteration 35Q: 3 clusters Score -1.375285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -13752852.000000 Penalty: 3892.745361
	Iteration 36F: 3 clusters Score -1.375285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -237217.421875 Penalty: 1299.346802
	Iteration 0F: 2 clusters Score -237217.4 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 1461 members 
Entering Unmasked Estep 
Score: -234443.328125 Penalty: 2598.693604
	Iteration 0F: 3 clusters Score -234443.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -235151.812500 Penalty: 2598.693604
	Iteration 1F: 3 clusters Score -235151.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -235313.156250 Penalty: 2598.693604
	Iteration 2F: 3 clusters Score -235313.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -235442.468750 Penalty: 2598.693604
	Iteration 3F: 3 clusters Score -235442.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -235543.078125 Penalty: 2598.693604
	Iteration 4F: 3 clusters Score -235543.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -235646.671875 Penalty: 2598.693604
	Iteration 5Q: 3 clusters Score -235646.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -235747.984375 Penalty: 2598.693604
	Iteration 6Q: 3 clusters Score -235748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235855.375000 Penalty: 2598.693604
	Iteration 7Q: 3 clusters Score -235855.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -235941.109375 Penalty: 2598.693604
	Iteration 8Q: 3 clusters Score -235941.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -236023.500000 Penalty: 2598.693604
	Iteration 9Q: 3 clusters Score -236023.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -236116.937500 Penalty: 2598.693604
	Iteration 10Q: 3 clusters Score -236116.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -236225.937500 Penalty: 2598.693604
	Iteration 11Q: 3 clusters Score -236225.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -236340.562500 Penalty: 2598.693604
	Iteration 12Q: 3 clusters Score -236340.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -236454.484375 Penalty: 2598.693604
	Iteration 13Q: 3 clusters Score -236454.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -236554.218750 Penalty: 2598.693604
	Iteration 14Q: 3 clusters Score -236554.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -236661.703125 Penalty: 2598.693604
	Iteration 15Q: 3 clusters Score -236661.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -236780.953125 Penalty: 2598.693604
	Iteration 16Q: 3 clusters Score -236781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -236910.468750 Penalty: 2598.693604
	Iteration 17Q: 3 clusters Score -236910.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237015.187500 Penalty: 2598.693604
	Iteration 18Q: 3 clusters Score -237015.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -237061.171875 Penalty: 2598.693604
	Iteration 19Q: 3 clusters Score -237061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237089.218750 Penalty: 2598.693604
	Iteration 20F: 3 clusters Score -237089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237109.078125 Penalty: 2598.693604
	Iteration 21Q: 3 clusters Score -237109.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -237121.265625 Penalty: 2598.693604
	Iteration 22Q: 3 clusters Score -237121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237125.750000 Penalty: 2598.693604
	Iteration 23Q: 3 clusters Score -237125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -237128.843750 Penalty: 2598.693604
	Iteration 24Q: 3 clusters Score -237128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237129.093750 Penalty: 2598.693604
	Iteration 25Q: 3 clusters Score -237129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -237130.718750 Penalty: 2598.693604
	Iteration 26Q: 3 clusters Score -237130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237131.062500 Penalty: 2598.693604
	Iteration 27Q: 3 clusters Score -237131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237131.062500 Penalty: 2598.693604
	Iteration 28F: 3 clusters Score -237131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1049434.875000 Penalty: 1530.966187
	Iteration 0F: 2 clusters Score -1049435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1040671.875000 Penalty: 3061.932373
	Iteration 0F: 3 clusters Score -1040672 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1043627.687500 Penalty: 3061.932373
	Iteration 1F: 3 clusters Score -1043628 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1043904.375000 Penalty: 3061.932373
	Iteration 2F: 3 clusters Score -1043904 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1044135.875000 Penalty: 3061.932373
	Iteration 3Q: 3 clusters Score -1044136 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1044331.125000 Penalty: 3061.932373
	Iteration 4Q: 3 clusters Score -1044331 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1044500.562500 Penalty: 3061.932373
	Iteration 5Q: 3 clusters Score -1044501 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1044670.062500 Penalty: 3061.932373
	Iteration 6Q: 3 clusters Score -1044670 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1044834.937500 Penalty: 3061.932373
	Iteration 7Q: 3 clusters Score -1044835 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1044996.562500 Penalty: 3061.932373
	Iteration 8Q: 3 clusters Score -1044997 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1045154.437500 Penalty: 3061.932373
	Iteration 9Q: 3 clusters Score -1045154 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1045347.500000 Penalty: 3061.932373
	Iteration 10Q: 3 clusters Score -1045348 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1045592.812500 Penalty: 3061.932373
	Iteration 11Q: 3 clusters Score -1045593 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1045907.000000 Penalty: 3061.932373
	Iteration 12Q: 3 clusters Score -1045907 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1046223.812500 Penalty: 3061.932373
	Iteration 13Q: 3 clusters Score -1046224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1046513.750000 Penalty: 3061.932373
	Iteration 14Q: 3 clusters Score -1046514 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1046741.812500 Penalty: 3061.932373
	Iteration 15Q: 3 clusters Score -1046742 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1046908.562500 Penalty: 3061.932373
	Iteration 16Q: 3 clusters Score -1046909 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1047007.625000 Penalty: 3061.932373
	Iteration 17Q: 3 clusters Score -1047008 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1047078.125000 Penalty: 3061.932373
	Iteration 18Q: 3 clusters Score -1047078 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1047144.687500 Penalty: 3061.932373
	Iteration 19Q: 3 clusters Score -1047145 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1047213.687500 Penalty: 3061.932373
	Iteration 20F: 3 clusters Score -1047214 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1047281.875000 Penalty: 3061.932373
	Iteration 21Q: 3 clusters Score -1047282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1047339.062500 Penalty: 3061.932373
	Iteration 22Q: 3 clusters Score -1047339 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1047381.500000 Penalty: 3061.932373
	Iteration 23Q: 3 clusters Score -1047382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1047428.500000 Penalty: 3061.932373
	Iteration 24Q: 3 clusters Score -1047428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1047475.687500 Penalty: 3061.932373
	Iteration 25Q: 3 clusters Score -1047476 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1047524.062500 Penalty: 3061.932373
	Iteration 26Q: 3 clusters Score -1047524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1047565.687500 Penalty: 3061.932373
	Iteration 27Q: 3 clusters Score -1047566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1047609.437500 Penalty: 3061.932373
	Iteration 28Q: 3 clusters Score -1047609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1047659.250000 Penalty: 3061.932373
	Iteration 29Q: 3 clusters Score -1047659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1047689.000000 Penalty: 3061.932373
	Iteration 30Q: 3 clusters Score -1047689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1047712.187500 Penalty: 3061.932373
	Iteration 31Q: 3 clusters Score -1047712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1047744.062500 Penalty: 3061.932373
	Iteration 32Q: 3 clusters Score -1047744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1047775.625000 Penalty: 3061.932373
	Iteration 33Q: 3 clusters Score -1047776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1047800.625000 Penalty: 3061.932373
	Iteration 34Q: 3 clusters Score -1047801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1047822.187500 Penalty: 3061.932373
	Iteration 35Q: 3 clusters Score -1047822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1047837.625000 Penalty: 3061.932373
	Iteration 36Q: 3 clusters Score -1047838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1047851.000000 Penalty: 3061.932373
	Iteration 37Q: 3 clusters Score -1047851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1047864.500000 Penalty: 3061.932373
	Iteration 38Q: 3 clusters Score -1047864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1047877.312500 Penalty: 3061.932373
	Iteration 39Q: 3 clusters Score -1047877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1047887.250000 Penalty: 3061.932373
	Iteration 40F: 3 clusters Score -1047887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1047897.812500 Penalty: 3061.932373
	Iteration 41Q: 3 clusters Score -1047898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1047909.062500 Penalty: 3061.932373
	Iteration 42Q: 3 clusters Score -1047909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1047923.562500 Penalty: 3061.932373
	Iteration 43Q: 3 clusters Score -1047924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1047936.187500 Penalty: 3061.932373
	Iteration 44Q: 3 clusters Score -1047936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1047950.125000 Penalty: 3061.932373
	Iteration 45Q: 3 clusters Score -1047950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1047961.000000 Penalty: 3061.932373
	Iteration 46Q: 3 clusters Score -1047961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1047973.250000 Penalty: 3061.932373
	Iteration 47Q: 3 clusters Score -1047973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1047988.437500 Penalty: 3061.932373
	Iteration 48Q: 3 clusters Score -1047988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1048003.625000 Penalty: 3061.932373
	Iteration 49Q: 3 clusters Score -1048004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1048016.125000 Penalty: 3061.932373
	Iteration 50Q: 3 clusters Score -1048016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1048022.250000 Penalty: 3061.932373
	Iteration 51Q: 3 clusters Score -1048022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1048031.250000 Penalty: 3061.932373
	Iteration 52Q: 3 clusters Score -1048031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1048042.125000 Penalty: 3061.932373
	Iteration 53Q: 3 clusters Score -1048042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1048046.437500 Penalty: 3061.932373
	Iteration 54Q: 3 clusters Score -1048046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1048055.562500 Penalty: 3061.932373
	Iteration 55Q: 3 clusters Score -1048056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1048060.750000 Penalty: 3061.932373
	Iteration 56Q: 3 clusters Score -1048061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1048068.062500 Penalty: 3061.932373
	Iteration 57Q: 3 clusters Score -1048068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1048077.250000 Penalty: 3061.932373
	Iteration 58Q: 3 clusters Score -1048077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1048082.687500 Penalty: 3061.932373
	Iteration 59Q: 3 clusters Score -1048083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1048087.062500 Penalty: 3061.932373
	Iteration 60F: 3 clusters Score -1048087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1048092.000000 Penalty: 3061.932373
	Iteration 61Q: 3 clusters Score -1048092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1048093.250000 Penalty: 3061.932373
	Iteration 62Q: 3 clusters Score -1048093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1048094.687500 Penalty: 3061.932373
	Iteration 63Q: 3 clusters Score -1048095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1048097.437500 Penalty: 3061.932373
	Iteration 64Q: 3 clusters Score -1048097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1048097.875000 Penalty: 3061.932373
	Iteration 65Q: 3 clusters Score -1048098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1048100.687500 Penalty: 3061.932373
	Iteration 66Q: 3 clusters Score -1048101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1048103.062500 Penalty: 3061.932373
	Iteration 67Q: 3 clusters Score -1048103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1048108.250000 Penalty: 3061.932373
	Iteration 68Q: 3 clusters Score -1048108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1048108.875000 Penalty: 3061.932373
	Iteration 69Q: 3 clusters Score -1048109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1048111.250000 Penalty: 3061.932373
	Iteration 70Q: 3 clusters Score -1048111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1048111.500000 Penalty: 3061.932373
	Iteration 71Q: 3 clusters Score -1048112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1048114.312500 Penalty: 3061.932373
	Iteration 72Q: 3 clusters Score -1048114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1048117.937500 Penalty: 3061.932373
	Iteration 73Q: 3 clusters Score -1048118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1048119.312500 Penalty: 3061.932373
	Iteration 74Q: 3 clusters Score -1048119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1048121.312500 Penalty: 3061.932373
	Iteration 75Q: 3 clusters Score -1048121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1048121.250000 Penalty: 3061.932373
	Iteration 76Q: 3 clusters Score -1048121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1048120.312500 Penalty: 3061.932373
	Iteration 77Q: 3 clusters Score -1048120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1048120.312500 Penalty: 3061.932373
	Iteration 78F: 3 clusters Score -1048120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -605227.187500 Penalty: 1441.185791
	Iteration 0F: 2 clusters Score -605227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -599974.437500 Penalty: 2882.371582
	Iteration 0F: 3 clusters Score -599974.4 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -601538.187500 Penalty: 2882.371582
	Iteration 1F: 3 clusters Score -601538.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -601707.750000 Penalty: 2882.371582
	Iteration 2F: 3 clusters Score -601707.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -601811.687500 Penalty: 2882.371582
	Iteration 3Q: 3 clusters Score -601811.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -601899.312500 Penalty: 2882.371582
	Iteration 4Q: 3 clusters Score -601899.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -601988.375000 Penalty: 2882.371582
	Iteration 5Q: 3 clusters Score -601988.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -602082.250000 Penalty: 2882.371582
	Iteration 6Q: 3 clusters Score -602082.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -602190.562500 Penalty: 2882.371582
	Iteration 7Q: 3 clusters Score -602190.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -602307.937500 Penalty: 2882.371582
	Iteration 8Q: 3 clusters Score -602307.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -602427.000000 Penalty: 2882.371582
	Iteration 9Q: 3 clusters Score -602427 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -602565.062500 Penalty: 2882.371582
	Iteration 10Q: 3 clusters Score -602565.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -602675.250000 Penalty: 2882.371582
	Iteration 11Q: 3 clusters Score -602675.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -602787.000000 Penalty: 2882.371582
	Iteration 12Q: 3 clusters Score -602787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -602901.187500 Penalty: 2882.371582
	Iteration 13Q: 3 clusters Score -602901.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -602994.750000 Penalty: 2882.371582
	Iteration 14Q: 3 clusters Score -602994.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -603101.125000 Penalty: 2882.371582
	Iteration 15Q: 3 clusters Score -603101.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -603213.062500 Penalty: 2882.371582
	Iteration 16Q: 3 clusters Score -603213.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -603299.250000 Penalty: 2882.371582
	Iteration 17Q: 3 clusters Score -603299.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -603383.375000 Penalty: 2882.371582
	Iteration 18Q: 3 clusters Score -603383.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -603462.000000 Penalty: 2882.371582
	Iteration 19Q: 3 clusters Score -603462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -603547.625000 Penalty: 2882.371582
	Iteration 20F: 3 clusters Score -603547.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -603614.625000 Penalty: 2882.371582
	Iteration 21Q: 3 clusters Score -603614.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -603664.812500 Penalty: 2882.371582
	Iteration 22Q: 3 clusters Score -603664.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -603712.187500 Penalty: 2882.371582
	Iteration 23Q: 3 clusters Score -603712.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -603752.187500 Penalty: 2882.371582
	Iteration 24Q: 3 clusters Score -603752.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -603796.687500 Penalty: 2882.371582
	Iteration 25Q: 3 clusters Score -603796.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -603830.812500 Penalty: 2882.371582
	Iteration 26Q: 3 clusters Score -603830.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -603860.875000 Penalty: 2882.371582
	Iteration 27Q: 3 clusters Score -603860.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -603883.687500 Penalty: 2882.371582
	Iteration 28Q: 3 clusters Score -603883.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -603904.187500 Penalty: 2882.371582
	Iteration 29Q: 3 clusters Score -603904.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -603923.187500 Penalty: 2882.371582
	Iteration 30Q: 3 clusters Score -603923.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -603940.875000 Penalty: 2882.371582
	Iteration 31Q: 3 clusters Score -603940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -603953.375000 Penalty: 2882.371582
	Iteration 32Q: 3 clusters Score -603953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -603963.125000 Penalty: 2882.371582
	Iteration 33Q: 3 clusters Score -603963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -603971.937500 Penalty: 2882.371582
	Iteration 34Q: 3 clusters Score -603971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -603976.375000 Penalty: 2882.371582
	Iteration 35Q: 3 clusters Score -603976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -603980.812500 Penalty: 2882.371582
	Iteration 36Q: 3 clusters Score -603980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -603987.375000 Penalty: 2882.371582
	Iteration 37Q: 3 clusters Score -603987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -603988.562500 Penalty: 2882.371582
	Iteration 38Q: 3 clusters Score -603988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -603991.187500 Penalty: 2882.371582
	Iteration 39Q: 3 clusters Score -603991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -603995.437500 Penalty: 2882.371582
	Iteration 40F: 3 clusters Score -603995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -604000.562500 Penalty: 2882.371582
	Iteration 41Q: 3 clusters Score -604000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -604004.187500 Penalty: 2882.371582
	Iteration 42Q: 3 clusters Score -604004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -604005.937500 Penalty: 2882.371582
	Iteration 43Q: 3 clusters Score -604005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -604008.875000 Penalty: 2882.371582
	Iteration 44Q: 3 clusters Score -604008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -604010.687500 Penalty: 2882.371582
	Iteration 45Q: 3 clusters Score -604010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -604011.500000 Penalty: 2882.371582
	Iteration 46Q: 3 clusters Score -604011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -604012.375000 Penalty: 2882.371582
	Iteration 47Q: 3 clusters Score -604012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -604014.625000 Penalty: 2882.371582
	Iteration 48Q: 3 clusters Score -604014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -604015.062500 Penalty: 2882.371582
	Iteration 49Q: 3 clusters Score -604015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -604018.250000 Penalty: 2882.371582
	Iteration 50Q: 3 clusters Score -604018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -604020.000000 Penalty: 2882.371582
	Iteration 51Q: 3 clusters Score -604020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -604021.437500 Penalty: 2882.371582
	Iteration 52Q: 3 clusters Score -604021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -604021.437500 Penalty: 2882.371582
	Iteration 53F: 3 clusters Score -604021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Entering Unmasked Estep 
Score: -853423.500000 Penalty: 1507.020508
	Iteration 0F: 2 clusters Score -853423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -845876.687500 Penalty: 3014.041016
	Iteration 0F: 3 clusters Score -845876.7 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -848400.250000 Penalty: 3014.041016
	Iteration 1F: 3 clusters Score -848400.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -848759.562500 Penalty: 3014.041016
	Iteration 2F: 3 clusters Score -848759.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -849013.937500 Penalty: 3014.041016
	Iteration 3F: 3 clusters Score -849013.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -849222.312500 Penalty: 3014.041016
	Iteration 4Q: 3 clusters Score -849222.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -849430.250000 Penalty: 3014.041016
	Iteration 5Q: 3 clusters Score -849430.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -849653.687500 Penalty: 3014.041016
	Iteration 6Q: 3 clusters Score -849653.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -849902.750000 Penalty: 3014.041016
	Iteration 7Q: 3 clusters Score -849902.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -850182.750000 Penalty: 3014.041016
	Iteration 8Q: 3 clusters Score -850182.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -850481.312500 Penalty: 3014.041016
	Iteration 9Q: 3 clusters Score -850481.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -850773.250000 Penalty: 3014.041016
	Iteration 10Q: 3 clusters Score -850773.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -851011.500000 Penalty: 3014.041016
	Iteration 11Q: 3 clusters Score -851011.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -851190.875000 Penalty: 3014.041016
	Iteration 12Q: 3 clusters Score -851190.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -851335.187500 Penalty: 3014.041016
	Iteration 13Q: 3 clusters Score -851335.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -851479.937500 Penalty: 3014.041016
	Iteration 14Q: 3 clusters Score -851479.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -851595.187500 Penalty: 3014.041016
	Iteration 15Q: 3 clusters Score -851595.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -851706.750000 Penalty: 3014.041016
	Iteration 16Q: 3 clusters Score -851706.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -851795.250000 Penalty: 3014.041016
	Iteration 17Q: 3 clusters Score -851795.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -851873.687500 Penalty: 3014.041016
	Iteration 18Q: 3 clusters Score -851873.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -851919.750000 Penalty: 3014.041016
	Iteration 19Q: 3 clusters Score -851919.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -851960.250000 Penalty: 3014.041016
	Iteration 20F: 3 clusters Score -851960.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -852005.812500 Penalty: 3014.041016
	Iteration 21Q: 3 clusters Score -852005.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -852043.250000 Penalty: 3014.041016
	Iteration 22Q: 3 clusters Score -852043.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -852071.187500 Penalty: 3014.041016
	Iteration 23Q: 3 clusters Score -852071.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -852094.875000 Penalty: 3014.041016
	Iteration 24Q: 3 clusters Score -852094.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -852119.937500 Penalty: 3014.041016
	Iteration 25Q: 3 clusters Score -852119.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -852142.250000 Penalty: 3014.041016
	Iteration 26Q: 3 clusters Score -852142.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -852156.187500 Penalty: 3014.041016
	Iteration 27Q: 3 clusters Score -852156.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -852165.187500 Penalty: 3014.041016
	Iteration 28Q: 3 clusters Score -852165.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -852175.562500 Penalty: 3014.041016
	Iteration 29Q: 3 clusters Score -852175.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -852184.125000 Penalty: 3014.041016
	Iteration 30Q: 3 clusters Score -852184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -852192.250000 Penalty: 3014.041016
	Iteration 31Q: 3 clusters Score -852192.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -852201.937500 Penalty: 3014.041016
	Iteration 32Q: 3 clusters Score -852201.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -852211.312500 Penalty: 3014.041016
	Iteration 33Q: 3 clusters Score -852211.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -852220.250000 Penalty: 3014.041016
	Iteration 34Q: 3 clusters Score -852220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -852225.875000 Penalty: 3014.041016
	Iteration 35Q: 3 clusters Score -852225.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -852236.500000 Penalty: 3014.041016
	Iteration 36Q: 3 clusters Score -852236.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -852240.500000 Penalty: 3014.041016
	Iteration 37Q: 3 clusters Score -852240.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -852240.750000 Penalty: 3014.041016
	Iteration 38Q: 3 clusters Score -852240.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -852249.375000 Penalty: 3014.041016
	Iteration 39Q: 3 clusters Score -852249.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -852256.000000 Penalty: 3014.041016
	Iteration 40F: 3 clusters Score -852256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -852265.062500 Penalty: 3014.041016
	Iteration 41Q: 3 clusters Score -852265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -852272.437500 Penalty: 3014.041016
	Iteration 42Q: 3 clusters Score -852272.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -852280.875000 Penalty: 3014.041016
	Iteration 43Q: 3 clusters Score -852280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -852291.312500 Penalty: 3014.041016
	Iteration 44Q: 3 clusters Score -852291.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -852298.250000 Penalty: 3014.041016
	Iteration 45Q: 3 clusters Score -852298.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -852308.375000 Penalty: 3014.041016
	Iteration 46Q: 3 clusters Score -852308.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -852313.875000 Penalty: 3014.041016
	Iteration 47Q: 3 clusters Score -852313.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -852324.000000 Penalty: 3014.041016
	Iteration 48Q: 3 clusters Score -852324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -852330.062500 Penalty: 3014.041016
	Iteration 49Q: 3 clusters Score -852330.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -852338.937500 Penalty: 3014.041016
	Iteration 50Q: 3 clusters Score -852338.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -852345.687500 Penalty: 3014.041016
	Iteration 51Q: 3 clusters Score -852345.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -852353.500000 Penalty: 3014.041016
	Iteration 52Q: 3 clusters Score -852353.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -852359.562500 Penalty: 3014.041016
	Iteration 53Q: 3 clusters Score -852359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -852365.687500 Penalty: 3014.041016
	Iteration 54Q: 3 clusters Score -852365.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -852373.125000 Penalty: 3014.041016
	Iteration 55Q: 3 clusters Score -852373.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -852382.687500 Penalty: 3014.041016
	Iteration 56Q: 3 clusters Score -852382.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -852386.187500 Penalty: 3014.041016
	Iteration 57Q: 3 clusters Score -852386.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -852395.750000 Penalty: 3014.041016
	Iteration 58Q: 3 clusters Score -852395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -852400.437500 Penalty: 3014.041016
	Iteration 59Q: 3 clusters Score -852400.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -852404.812500 Penalty: 3014.041016
	Iteration 60F: 3 clusters Score -852404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -852408.625000 Penalty: 3014.041016
	Iteration 61Q: 3 clusters Score -852408.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -852414.875000 Penalty: 3014.041016
	Iteration 62Q: 3 clusters Score -852414.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -852425.187500 Penalty: 3014.041016
	Iteration 63Q: 3 clusters Score -852425.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -852429.062500 Penalty: 3014.041016
	Iteration 64Q: 3 clusters Score -852429.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -852437.562500 Penalty: 3014.041016
	Iteration 65Q: 3 clusters Score -852437.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -852441.250000 Penalty: 3014.041016
	Iteration 66Q: 3 clusters Score -852441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -852443.812500 Penalty: 3014.041016
	Iteration 67Q: 3 clusters Score -852443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -852449.500000 Penalty: 3014.041016
	Iteration 68Q: 3 clusters Score -852449.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -852452.687500 Penalty: 3014.041016
	Iteration 69Q: 3 clusters Score -852452.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -852453.500000 Penalty: 3014.041016
	Iteration 70Q: 3 clusters Score -852453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -852457.875000 Penalty: 3014.041016
	Iteration 71Q: 3 clusters Score -852457.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -852458.125000 Penalty: 3014.041016
	Iteration 72Q: 3 clusters Score -852458.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -852461.375000 Penalty: 3014.041016
	Iteration 73Q: 3 clusters Score -852461.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -852465.625000 Penalty: 3014.041016
	Iteration 74Q: 3 clusters Score -852465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -852470.687500 Penalty: 3014.041016
	Iteration 75Q: 3 clusters Score -852470.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -852475.125000 Penalty: 3014.041016
	Iteration 76Q: 3 clusters Score -852475.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -852480.375000 Penalty: 3014.041016
	Iteration 77Q: 3 clusters Score -852480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -852485.000000 Penalty: 3014.041016
	Iteration 78Q: 3 clusters Score -852485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -852484.937500 Penalty: 3014.041016
	Iteration 79Q: 3 clusters Score -852484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -852486.812500 Penalty: 3014.041016
	Iteration 80F: 3 clusters Score -852486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -852489.875000 Penalty: 3014.041016
	Iteration 81Q: 3 clusters Score -852489.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -852491.625000 Penalty: 3014.041016
	Iteration 82Q: 3 clusters Score -852491.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -852494.312500 Penalty: 3014.041016
	Iteration 83Q: 3 clusters Score -852494.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -852496.125000 Penalty: 3014.041016
	Iteration 84Q: 3 clusters Score -852496.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -852495.562500 Penalty: 3014.041016
	Iteration 85Q: 3 clusters Score -852495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -852496.812500 Penalty: 3014.041016
	Iteration 86Q: 3 clusters Score -852496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -852499.750000 Penalty: 3014.041016
	Iteration 87Q: 3 clusters Score -852499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -852502.312500 Penalty: 3014.041016
	Iteration 88Q: 3 clusters Score -852502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -852502.812500 Penalty: 3014.041016
	Iteration 89Q: 3 clusters Score -852502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -852503.000000 Penalty: 3014.041016
	Iteration 90Q: 3 clusters Score -852503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -852501.625000 Penalty: 3014.041016
	Iteration 91Q: 3 clusters Score -852501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -852503.375000 Penalty: 3014.041016
	Iteration 92Q: 3 clusters Score -852503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -852504.312500 Penalty: 3014.041016
	Iteration 93Q: 3 clusters Score -852504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -852504.312500 Penalty: 3014.041016
	Iteration 94F: 3 clusters Score -852504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -663945.937500 Penalty: 1461.472412
	Iteration 0F: 2 clusters Score -663945.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -658037.562500 Penalty: 2922.944824
	Iteration 0F: 3 clusters Score -658037.6 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -659863.437500 Penalty: 2922.944824
	Iteration 1F: 3 clusters Score -659863.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -660081.125000 Penalty: 2922.944824
	Iteration 2F: 3 clusters Score -660081.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -660236.937500 Penalty: 2922.944824
	Iteration 3Q: 3 clusters Score -660236.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -660347.437500 Penalty: 2922.944824
	Iteration 4Q: 3 clusters Score -660347.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -660452.000000 Penalty: 2922.944824
	Iteration 5Q: 3 clusters Score -660452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -660561.000000 Penalty: 2922.944824
	Iteration 6Q: 3 clusters Score -660561 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -660676.937500 Penalty: 2922.944824
	Iteration 7Q: 3 clusters Score -660676.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -660793.437500 Penalty: 2922.944824
	Iteration 8Q: 3 clusters Score -660793.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -660896.250000 Penalty: 2922.944824
	Iteration 9Q: 3 clusters Score -660896.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -661033.812500 Penalty: 2922.944824
	Iteration 10Q: 3 clusters Score -661033.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -661208.500000 Penalty: 2922.944824
	Iteration 11Q: 3 clusters Score -661208.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -661391.187500 Penalty: 2922.944824
	Iteration 12Q: 3 clusters Score -661391.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -661562.937500 Penalty: 2922.944824
	Iteration 13Q: 3 clusters Score -661562.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -661724.312500 Penalty: 2922.944824
	Iteration 14Q: 3 clusters Score -661724.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -661864.687500 Penalty: 2922.944824
	Iteration 15Q: 3 clusters Score -661864.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -661983.750000 Penalty: 2922.944824
	Iteration 16Q: 3 clusters Score -661983.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -662062.062500 Penalty: 2922.944824
	Iteration 17Q: 3 clusters Score -662062.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -662111.625000 Penalty: 2922.944824
	Iteration 18Q: 3 clusters Score -662111.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -662151.500000 Penalty: 2922.944824
	Iteration 19Q: 3 clusters Score -662151.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -662178.625000 Penalty: 2922.944824
	Iteration 20F: 3 clusters Score -662178.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -662207.687500 Penalty: 2922.944824
	Iteration 21Q: 3 clusters Score -662207.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -662227.562500 Penalty: 2922.944824
	Iteration 22Q: 3 clusters Score -662227.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -662245.062500 Penalty: 2922.944824
	Iteration 23Q: 3 clusters Score -662245.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -662260.000000 Penalty: 2922.944824
	Iteration 24Q: 3 clusters Score -662260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -662275.750000 Penalty: 2922.944824
	Iteration 25Q: 3 clusters Score -662275.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -662293.625000 Penalty: 2922.944824
	Iteration 26Q: 3 clusters Score -662293.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -662317.437500 Penalty: 2922.944824
	Iteration 27Q: 3 clusters Score -662317.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -662342.937500 Penalty: 2922.944824
	Iteration 28Q: 3 clusters Score -662342.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -662364.625000 Penalty: 2922.944824
	Iteration 29Q: 3 clusters Score -662364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -662383.812500 Penalty: 2922.944824
	Iteration 30Q: 3 clusters Score -662383.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -662407.187500 Penalty: 2922.944824
	Iteration 31Q: 3 clusters Score -662407.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -662426.875000 Penalty: 2922.944824
	Iteration 32Q: 3 clusters Score -662426.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -662447.500000 Penalty: 2922.944824
	Iteration 33Q: 3 clusters Score -662447.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -662464.687500 Penalty: 2922.944824
	Iteration 34Q: 3 clusters Score -662464.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -662484.250000 Penalty: 2922.944824
	Iteration 35Q: 3 clusters Score -662484.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -662499.437500 Penalty: 2922.944824
	Iteration 36Q: 3 clusters Score -662499.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -662513.562500 Penalty: 2922.944824
	Iteration 37Q: 3 clusters Score -662513.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -662527.500000 Penalty: 2922.944824
	Iteration 38Q: 3 clusters Score -662527.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -662539.187500 Penalty: 2922.944824
	Iteration 39Q: 3 clusters Score -662539.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -662547.000000 Penalty: 2922.944824
	Iteration 40F: 3 clusters Score -662547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -662553.750000 Penalty: 2922.944824
	Iteration 41Q: 3 clusters Score -662553.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -662563.187500 Penalty: 2922.944824
	Iteration 42Q: 3 clusters Score -662563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -662572.625000 Penalty: 2922.944824
	Iteration 43Q: 3 clusters Score -662572.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -662579.312500 Penalty: 2922.944824
	Iteration 44Q: 3 clusters Score -662579.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -662587.562500 Penalty: 2922.944824
	Iteration 45Q: 3 clusters Score -662587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -662593.375000 Penalty: 2922.944824
	Iteration 46Q: 3 clusters Score -662593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -662596.812500 Penalty: 2922.944824
	Iteration 47Q: 3 clusters Score -662596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -662603.312500 Penalty: 2922.944824
	Iteration 48Q: 3 clusters Score -662603.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -662610.750000 Penalty: 2922.944824
	Iteration 49Q: 3 clusters Score -662610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -662614.375000 Penalty: 2922.944824
	Iteration 50Q: 3 clusters Score -662614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -662618.500000 Penalty: 2922.944824
	Iteration 51Q: 3 clusters Score -662618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -662623.312500 Penalty: 2922.944824
	Iteration 52Q: 3 clusters Score -662623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -662624.750000 Penalty: 2922.944824
	Iteration 53Q: 3 clusters Score -662624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -662626.562500 Penalty: 2922.944824
	Iteration 54Q: 3 clusters Score -662626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -662629.125000 Penalty: 2922.944824
	Iteration 55Q: 3 clusters Score -662629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -662629.812500 Penalty: 2922.944824
	Iteration 56Q: 3 clusters Score -662629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -662631.187500 Penalty: 2922.944824
	Iteration 57Q: 3 clusters Score -662631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -662635.687500 Penalty: 2922.944824
	Iteration 58Q: 3 clusters Score -662635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -662638.437500 Penalty: 2922.944824
	Iteration 59Q: 3 clusters Score -662638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -662638.812500 Penalty: 2922.944824
	Iteration 60F: 3 clusters Score -662638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -662641.500000 Penalty: 2922.944824
	Iteration 61Q: 3 clusters Score -662641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -662644.437500 Penalty: 2922.944824
	Iteration 62Q: 3 clusters Score -662644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -662648.937500 Penalty: 2922.944824
	Iteration 63Q: 3 clusters Score -662648.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -662654.125000 Penalty: 2922.944824
	Iteration 64Q: 3 clusters Score -662654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -662658.562500 Penalty: 2922.944824
	Iteration 65Q: 3 clusters Score -662658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -662662.187500 Penalty: 2922.944824
	Iteration 66Q: 3 clusters Score -662662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -662667.875000 Penalty: 2922.944824
	Iteration 67Q: 3 clusters Score -662667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -662672.250000 Penalty: 2922.944824
	Iteration 68Q: 3 clusters Score -662672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -662673.812500 Penalty: 2922.944824
	Iteration 69Q: 3 clusters Score -662673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -662674.562500 Penalty: 2922.944824
	Iteration 70Q: 3 clusters Score -662674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -662678.375000 Penalty: 2922.944824
	Iteration 71Q: 3 clusters Score -662678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -662677.250000 Penalty: 2922.944824
	Iteration 72Q: 3 clusters Score -662677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -662677.437500 Penalty: 2922.944824
	Iteration 73Q: 3 clusters Score -662677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -662677.312500 Penalty: 2922.944824
	Iteration 74Q: 3 clusters Score -662677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -662678.937500 Penalty: 2922.944824
	Iteration 75Q: 3 clusters Score -662678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -662678.937500 Penalty: 2922.944824
	Iteration 76Q: 3 clusters Score -662678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -662679.562500 Penalty: 2922.944824
	Iteration 77Q: 3 clusters Score -662679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -662680.187500 Penalty: 2922.944824
	Iteration 78Q: 3 clusters Score -662680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -662681.937500 Penalty: 2922.944824
	Iteration 79Q: 3 clusters Score -662681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -662682.875000 Penalty: 2922.944824
	Iteration 80F: 3 clusters Score -662682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -662684.062500 Penalty: 2922.944824
	Iteration 81Q: 3 clusters Score -662684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -662684.125000 Penalty: 2922.944824
	Iteration 82Q: 3 clusters Score -662684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -662685.062500 Penalty: 2922.944824
	Iteration 83Q: 3 clusters Score -662685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -662685.500000 Penalty: 2922.944824
	Iteration 84Q: 3 clusters Score -662685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -662685.500000 Penalty: 2922.944824
	Iteration 85F: 3 clusters Score -662685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Entering Unmasked Estep 
Score: -1347285.750000 Penalty: 1581.679321
	Iteration 0F: 2 clusters Score -1347286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1335704.875000 Penalty: 3163.358643
	Iteration 0F: 3 clusters Score -1335705 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1339987.125000 Penalty: 3163.358643
	Iteration 1F: 3 clusters Score -1339987 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1340363.000000 Penalty: 3163.358643
	Iteration 2F: 3 clusters Score -1340363 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1340692.500000 Penalty: 3163.358643
	Iteration 3F: 3 clusters Score -1340692 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1341027.875000 Penalty: 3163.358643
	Iteration 4Q: 3 clusters Score -1341028 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1341362.750000 Penalty: 3163.358643
	Iteration 5Q: 3 clusters Score -1341363 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1341710.625000 Penalty: 3163.358643
	Iteration 6Q: 3 clusters Score -1341711 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1342075.125000 Penalty: 3163.358643
	Iteration 7Q: 3 clusters Score -1342075 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1342493.250000 Penalty: 3163.358643
	Iteration 8Q: 3 clusters Score -1342493 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1342905.375000 Penalty: 3163.358643
	Iteration 9Q: 3 clusters Score -1342905 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1343345.625000 Penalty: 3163.358643
	Iteration 10Q: 3 clusters Score -1343346 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1343716.125000 Penalty: 3163.358643
	Iteration 11Q: 3 clusters Score -1343716 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1344039.750000 Penalty: 3163.358643
	Iteration 12Q: 3 clusters Score -1344040 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1344289.125000 Penalty: 3163.358643
	Iteration 13Q: 3 clusters Score -1344289 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1344488.250000 Penalty: 3163.358643
	Iteration 14Q: 3 clusters Score -1344488 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1344624.500000 Penalty: 3163.358643
	Iteration 15Q: 3 clusters Score -1344624 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1344739.000000 Penalty: 3163.358643
	Iteration 16Q: 3 clusters Score -1344739 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1344840.625000 Penalty: 3163.358643
	Iteration 17Q: 3 clusters Score -1344841 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1344931.500000 Penalty: 3163.358643
	Iteration 18Q: 3 clusters Score -1344932 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1345013.000000 Penalty: 3163.358643
	Iteration 19Q: 3 clusters Score -1345013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1345092.750000 Penalty: 3163.358643
	Iteration 20F: 3 clusters Score -1345093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1345171.125000 Penalty: 3163.358643
	Iteration 21Q: 3 clusters Score -1345171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1345258.000000 Penalty: 3163.358643
	Iteration 22Q: 3 clusters Score -1345258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1345322.875000 Penalty: 3163.358643
	Iteration 23Q: 3 clusters Score -1345323 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1345382.875000 Penalty: 3163.358643
	Iteration 24Q: 3 clusters Score -1345383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1345440.000000 Penalty: 3163.358643
	Iteration 25Q: 3 clusters Score -1345440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1345490.125000 Penalty: 3163.358643
	Iteration 26Q: 3 clusters Score -1345490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1345531.375000 Penalty: 3163.358643
	Iteration 27Q: 3 clusters Score -1345531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1345573.000000 Penalty: 3163.358643
	Iteration 28Q: 3 clusters Score -1345573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1345607.500000 Penalty: 3163.358643
	Iteration 29Q: 3 clusters Score -1345608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1345634.125000 Penalty: 3163.358643
	Iteration 30Q: 3 clusters Score -1345634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1345652.500000 Penalty: 3163.358643
	Iteration 31Q: 3 clusters Score -1345652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1345677.125000 Penalty: 3163.358643
	Iteration 32Q: 3 clusters Score -1345677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1345697.750000 Penalty: 3163.358643
	Iteration 33Q: 3 clusters Score -1345698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1345721.875000 Penalty: 3163.358643
	Iteration 34Q: 3 clusters Score -1345722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1345746.500000 Penalty: 3163.358643
	Iteration 35Q: 3 clusters Score -1345746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1345765.625000 Penalty: 3163.358643
	Iteration 36Q: 3 clusters Score -1345766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1345783.625000 Penalty: 3163.358643
	Iteration 37Q: 3 clusters Score -1345784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1345793.625000 Penalty: 3163.358643
	Iteration 38Q: 3 clusters Score -1345794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1345805.500000 Penalty: 3163.358643
	Iteration 39Q: 3 clusters Score -1345806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1345820.375000 Penalty: 3163.358643
	Iteration 40F: 3 clusters Score -1345820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1345828.000000 Penalty: 3163.358643
	Iteration 41Q: 3 clusters Score -1345828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1345842.125000 Penalty: 3163.358643
	Iteration 42Q: 3 clusters Score -1345842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1345849.750000 Penalty: 3163.358643
	Iteration 43Q: 3 clusters Score -1345850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1345856.125000 Penalty: 3163.358643
	Iteration 44Q: 3 clusters Score -1345856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1345863.000000 Penalty: 3163.358643
	Iteration 45Q: 3 clusters Score -1345863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1345860.625000 Penalty: 3163.358643
	Iteration 46Q: 3 clusters Score -1345861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1345864.125000 Penalty: 3163.358643
	Iteration 47Q: 3 clusters Score -1345864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1345868.500000 Penalty: 3163.358643
	Iteration 48Q: 3 clusters Score -1345868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1345870.750000 Penalty: 3163.358643
	Iteration 49Q: 3 clusters Score -1345871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1345871.750000 Penalty: 3163.358643
	Iteration 50Q: 3 clusters Score -1345872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1345876.000000 Penalty: 3163.358643
	Iteration 51Q: 3 clusters Score -1345876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1345879.750000 Penalty: 3163.358643
	Iteration 52Q: 3 clusters Score -1345880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1345882.250000 Penalty: 3163.358643
	Iteration 53Q: 3 clusters Score -1345882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1345883.750000 Penalty: 3163.358643
	Iteration 54Q: 3 clusters Score -1345884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1345884.500000 Penalty: 3163.358643
	Iteration 55Q: 3 clusters Score -1345884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1345884.500000 Penalty: 3163.358643
	Iteration 56F: 3 clusters Score -1345884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Entering Unmasked Estep 
Score: -987454.187500 Penalty: 1523.369751
	Iteration 0F: 2 clusters Score -987454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -979223.500000 Penalty: 3046.739502
	Iteration 0F: 3 clusters Score -979223.5 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -982166.187500 Penalty: 3046.739502
	Iteration 1F: 3 clusters Score -982166.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -982644.812500 Penalty: 3046.739502
	Iteration 2F: 3 clusters Score -982644.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -983012.312500 Penalty: 3046.739502
	Iteration 3F: 3 clusters Score -983012.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -983388.250000 Penalty: 3046.739502
	Iteration 4F: 3 clusters Score -983388.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -983748.750000 Penalty: 3046.739502
	Iteration 5F: 3 clusters Score -983748.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -984097.937500 Penalty: 3046.739502
	Iteration 6Q: 3 clusters Score -984097.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -984452.437500 Penalty: 3046.739502
	Iteration 7Q: 3 clusters Score -984452.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -984789.875000 Penalty: 3046.739502
	Iteration 8Q: 3 clusters Score -984789.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -985069.250000 Penalty: 3046.739502
	Iteration 9Q: 3 clusters Score -985069.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -985273.125000 Penalty: 3046.739502
	Iteration 10Q: 3 clusters Score -985273.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -985404.562500 Penalty: 3046.739502
	Iteration 11Q: 3 clusters Score -985404.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -985489.562500 Penalty: 3046.739502
	Iteration 12Q: 3 clusters Score -985489.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -985558.375000 Penalty: 3046.739502
	Iteration 13Q: 3 clusters Score -985558.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -985596.437500 Penalty: 3046.739502
	Iteration 14Q: 3 clusters Score -985596.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -985624.500000 Penalty: 3046.739502
	Iteration 15Q: 3 clusters Score -985624.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -985657.562500 Penalty: 3046.739502
	Iteration 16Q: 3 clusters Score -985657.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -985678.625000 Penalty: 3046.739502
	Iteration 17Q: 3 clusters Score -985678.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -985693.812500 Penalty: 3046.739502
	Iteration 18Q: 3 clusters Score -985693.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -985704.937500 Penalty: 3046.739502
	Iteration 19Q: 3 clusters Score -985704.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -985715.812500 Penalty: 3046.739502
	Iteration 20F: 3 clusters Score -985715.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -985721.937500 Penalty: 3046.739502
	Iteration 21Q: 3 clusters Score -985721.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -985725.375000 Penalty: 3046.739502
	Iteration 22Q: 3 clusters Score -985725.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -985733.937500 Penalty: 3046.739502
	Iteration 23Q: 3 clusters Score -985733.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -985735.000000 Penalty: 3046.739502
	Iteration 24Q: 3 clusters Score -985735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -985738.687500 Penalty: 3046.739502
	Iteration 25Q: 3 clusters Score -985738.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -985740.250000 Penalty: 3046.739502
	Iteration 26Q: 3 clusters Score -985740.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -985745.812500 Penalty: 3046.739502
	Iteration 27Q: 3 clusters Score -985745.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -985748.875000 Penalty: 3046.739502
	Iteration 28Q: 3 clusters Score -985748.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -985749.812500 Penalty: 3046.739502
	Iteration 29Q: 3 clusters Score -985749.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -985753.812500 Penalty: 3046.739502
	Iteration 30Q: 3 clusters Score -985753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -985753.750000 Penalty: 3046.739502
	Iteration 31Q: 3 clusters Score -985753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -985760.812500 Penalty: 3046.739502
	Iteration 32Q: 3 clusters Score -985760.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -985760.750000 Penalty: 3046.739502
	Iteration 33Q: 3 clusters Score -985760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -985759.937500 Penalty: 3046.739502
	Iteration 34Q: 3 clusters Score -985759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -985761.125000 Penalty: 3046.739502
	Iteration 35Q: 3 clusters Score -985761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -985759.500000 Penalty: 3046.739502
	Iteration 36Q: 3 clusters Score -985759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -985762.187500 Penalty: 3046.739502
	Iteration 37Q: 3 clusters Score -985762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -985764.125000 Penalty: 3046.739502
	Iteration 38Q: 3 clusters Score -985764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -985764.750000 Penalty: 3046.739502
	Iteration 39Q: 3 clusters Score -985764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -985764.750000 Penalty: 3046.739502
	Iteration 40F: 3 clusters Score -985764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -351812.625000 Penalty: 1365.289551
	Iteration 0F: 2 clusters Score -351812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -348213.562500 Penalty: 2730.579102
	Iteration 0F: 3 clusters Score -348213.6 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -349489.125000 Penalty: 2730.579102
	Iteration 1F: 3 clusters Score -349489.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -349984.906250 Penalty: 2730.579102
	Iteration 2F: 3 clusters Score -349984.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -350547.718750 Penalty: 2730.579102
	Iteration 3F: 3 clusters Score -350547.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -351225.062500 Penalty: 2730.579102
	Iteration 4F: 3 clusters Score -351225.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -352029.343750 Penalty: 2730.579102
	Iteration 5F: 3 clusters Score -352029.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -352438.656250 Penalty: 2730.579102
	Iteration 6Q: 3 clusters Score -352438.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -352706.937500 Penalty: 2730.579102
	Iteration 7Q: 3 clusters Score -352706.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -352898.156250 Penalty: 2730.579102
	Iteration 8Q: 3 clusters Score -352898.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -353031.625000 Penalty: 2730.579102
	Iteration 9Q: 3 clusters Score -353031.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -353086.906250 Penalty: 2730.579102
	Iteration 10Q: 3 clusters Score -353086.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -353123.968750 Penalty: 2730.579102
	Iteration 11Q: 3 clusters Score -353124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -353139.968750 Penalty: 2730.579102
	Iteration 12Q: 3 clusters Score -353140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -353154.750000 Penalty: 2730.579102
	Iteration 13Q: 3 clusters Score -353154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -353162.281250 Penalty: 2730.579102
	Iteration 14Q: 3 clusters Score -353162.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -353166.500000 Penalty: 2730.579102
	Iteration 15Q: 3 clusters Score -353166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -353168.562500 Penalty: 2730.579102
	Iteration 16Q: 3 clusters Score -353168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -353170.062500 Penalty: 2730.579102
	Iteration 17Q: 3 clusters Score -353170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -353170.750000 Penalty: 2730.579102
	Iteration 18Q: 3 clusters Score -353170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -353171.718750 Penalty: 2730.579102
	Iteration 19Q: 3 clusters Score -353171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -353170.906250 Penalty: 2730.579102
	Iteration 20F: 3 clusters Score -353170.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -353172.125000 Penalty: 2730.579102
	Iteration 21Q: 3 clusters Score -353172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -353172.187500 Penalty: 2730.579102
	Iteration 22Q: 3 clusters Score -353172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -353172.187500 Penalty: 2730.579102
	Iteration 23F: 3 clusters Score -353172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 159162 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 16872 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 206535 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 9211 members 
Mstep: Class 24 contains 27780 members 
Mstep: Class 25 contains 70550 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21541 members 
Mstep: Class 29 contains 4464 members 
Mstep: Class 30 contains 1926 members 
Entering Unmasked Estep 
Score: -54416704.000000 Penalty: 65304.742188
Splitting cluster 11 changes total score from -54415252.000000 to -54416704.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -289282.750000 Penalty: 1326.501465
	Iteration 0F: 2 clusters Score -289282.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -286249.468750 Penalty: 2653.002930
	Iteration 0F: 3 clusters Score -286249.5 nChanged 1350
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: -287103.093750 Penalty: 2653.002930
	Iteration 1F: 3 clusters Score -287103.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -287369.718750 Penalty: 2653.002930
	Iteration 2F: 3 clusters Score -287369.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -287557.406250 Penalty: 2653.002930
	Iteration 3F: 3 clusters Score -287557.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -287715.906250 Penalty: 2653.002930
	Iteration 4F: 3 clusters Score -287715.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -287873.968750 Penalty: 2653.002930
	Iteration 5Q: 3 clusters Score -287874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -288115.437500 Penalty: 2653.002930
	Iteration 6F: 3 clusters Score -288115.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -288401.656250 Penalty: 2653.002930
	Iteration 7F: 3 clusters Score -288401.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -288613.281250 Penalty: 2653.002930
	Iteration 8Q: 3 clusters Score -288613.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -288739.218750 Penalty: 2653.002930
	Iteration 9Q: 3 clusters Score -288739.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -288799.218750 Penalty: 2653.002930
	Iteration 10Q: 3 clusters Score -288799.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288830.812500 Penalty: 2653.002930
	Iteration 11Q: 3 clusters Score -288830.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288852.031250 Penalty: 2653.002930
	Iteration 12Q: 3 clusters Score -288852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288867.062500 Penalty: 2653.002930
	Iteration 13Q: 3 clusters Score -288867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -288886.000000 Penalty: 2653.002930
	Iteration 14Q: 3 clusters Score -288886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -288904.250000 Penalty: 2653.002930
	Iteration 15Q: 3 clusters Score -288904.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288925.718750 Penalty: 2653.002930
	Iteration 16Q: 3 clusters Score -288925.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -288957.937500 Penalty: 2653.002930
	Iteration 17Q: 3 clusters Score -288957.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -288989.968750 Penalty: 2653.002930
	Iteration 18Q: 3 clusters Score -288990 nChanged 53
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: -289031.562500 Penalty: 2653.002930
	Iteration 19Q: 3 clusters Score -289031.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289066.250000 Penalty: 2653.002930
	Iteration 20F: 3 clusters Score -289066.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -289086.593750 Penalty: 2653.002930
	Iteration 21Q: 3 clusters Score -289086.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -289103.968750 Penalty: 2653.002930
	Iteration 22Q: 3 clusters Score -289104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -289115.843750 Penalty: 2653.002930
	Iteration 23Q: 3 clusters Score -289115.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -289124.062500 Penalty: 2653.002930
	Iteration 24Q: 3 clusters Score -289124.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289129.218750 Penalty: 2653.002930
	Iteration 25Q: 3 clusters Score -289129.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -289133.125000 Penalty: 2653.002930
	Iteration 26Q: 3 clusters Score -289133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289135.125000 Penalty: 2653.002930
	Iteration 27Q: 3 clusters Score -289135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -289137.125000 Penalty: 2653.002930
	Iteration 28Q: 3 clusters Score -289137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -289139.625000 Penalty: 2653.002930
	Iteration 29Q: 3 clusters Score -289139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -289143.093750 Penalty: 2653.002930
	Iteration 30Q: 3 clusters Score -289143.1 nChanged 6
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: -289144.875000 Penalty: 2653.002930
	Iteration 31Q: 3 clusters Score -289144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -289145.875000 Penalty: 2653.002930
	Iteration 32Q: 3 clusters Score -289145.9 nChanged 4
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: -289147.875000 Penalty: 2653.002930
	Iteration 33Q: 3 clusters Score -289147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -289149.406250 Penalty: 2653.002930
	Iteration 34Q: 3 clusters Score -289149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -289151.968750 Penalty: 2653.002930
	Iteration 35Q: 3 clusters Score -289152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -289153.562500 Penalty: 2653.002930
	Iteration 36Q: 3 clusters Score -289153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -289153.468750 Penalty: 2653.002930
	Iteration 37Q: 3 clusters Score -289153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -289153.468750 Penalty: 2653.002930
	Iteration 38F: 3 clusters Score -289153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206535 members 
Entering Unmasked Estep 
Score: -17803432.000000 Penalty: 1988.711548
	Iteration 0F: 2 clusters Score -1.780343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -17664270.000000 Penalty: 3977.423096
	Iteration 0F: 3 clusters Score -1.766427e+07 nChanged 100351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -17723748.000000 Penalty: 3977.423096
	Iteration 1F: 3 clusters Score -1.772375e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 108183 members 
Entering Unmasked Estep 
Score: -17725026.000000 Penalty: 3977.423096
	Iteration 2Q: 3 clusters Score -1.772503e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -17726834.000000 Penalty: 3977.423096
	Iteration 3Q: 3 clusters Score -1.772683e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -17729854.000000 Penalty: 3977.423096
	Iteration 4Q: 3 clusters Score -1.772985e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 124753 members 
Entering Unmasked Estep 
Score: -17734886.000000 Penalty: 3977.423096
	Iteration 5F: 3 clusters Score -1.773489e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -17742696.000000 Penalty: 3977.423096
	Iteration 6F: 3 clusters Score -1.77427e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -17753680.000000 Penalty: 3977.423096
	Iteration 7F: 3 clusters Score -1.775368e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -17766294.000000 Penalty: 3977.423096
	Iteration 8F: 3 clusters Score -1.776629e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -17778148.000000 Penalty: 3977.423096
	Iteration 9F: 3 clusters Score -1.777815e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -17787946.000000 Penalty: 3977.423096
	Iteration 10F: 3 clusters Score -1.778795e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 198060 members 
Entering Unmasked Estep 
Score: -17794974.000000 Penalty: 3977.423096
	Iteration 11Q: 3 clusters Score -1.779497e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 202311 members 
Entering Unmasked Estep 
Score: -17798744.000000 Penalty: 3977.423096
	Iteration 12Q: 3 clusters Score -1.779874e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 204339 members 
Entering Unmasked Estep 
Score: -17800388.000000 Penalty: 3977.423096
	Iteration 13Q: 3 clusters Score -1.780039e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 205229 members 
Entering Unmasked Estep 
Score: -17800970.000000 Penalty: 3977.423096
	Iteration 14Q: 3 clusters Score -1.780097e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -17801266.000000 Penalty: 3977.423096
	Iteration 15Q: 3 clusters Score -1.780127e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 205781 members 
Entering Unmasked Estep 
Score: -17801472.000000 Penalty: 3977.423096
	Iteration 16Q: 3 clusters Score -1.780147e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 205830 members 
Entering Unmasked Estep 
Score: -17801592.000000 Penalty: 3977.423096
	Iteration 17Q: 3 clusters Score -1.780159e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 205858 members 
Entering Unmasked Estep 
Score: -17801658.000000 Penalty: 3977.423096
	Iteration 18Q: 3 clusters Score -1.780166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 205859 members 
Entering Unmasked Estep 
Score: -17801720.000000 Penalty: 3977.423096
	Iteration 19Q: 3 clusters Score -1.780172e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 205854 members 
Entering Unmasked Estep 
Score: -17801808.000000 Penalty: 3977.423096
	Iteration 20F: 3 clusters Score -1.780181e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 205835 members 
Entering Unmasked Estep 
Score: -17801854.000000 Penalty: 3977.423096
	Iteration 21Q: 3 clusters Score -1.780185e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -17801916.000000 Penalty: 3977.423096
	Iteration 22Q: 3 clusters Score -1.780192e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 205806 members 
Entering Unmasked Estep 
Score: -17801980.000000 Penalty: 3977.423096
	Iteration 23Q: 3 clusters Score -1.780198e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 205789 members 
Entering Unmasked Estep 
Score: -17802002.000000 Penalty: 3977.423096
	Iteration 24Q: 3 clusters Score -1.7802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 205770 members 
Entering Unmasked Estep 
Score: -17802012.000000 Penalty: 3977.423096
	Iteration 25Q: 3 clusters Score -1.780201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 205752 members 
Entering Unmasked Estep 
Score: -17802018.000000 Penalty: 3977.423096
	Iteration 26Q: 3 clusters Score -1.780202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 205736 members 
Entering Unmasked Estep 
Score: -17802038.000000 Penalty: 3977.423096
	Iteration 27Q: 3 clusters Score -1.780204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -17802030.000000 Penalty: 3977.423096
	Iteration 28Q: 3 clusters Score -1.780203e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 205712 members 
Entering Unmasked Estep 
Score: -17802030.000000 Penalty: 3977.423096
	Iteration 29Q: 3 clusters Score -1.780203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -17802036.000000 Penalty: 3977.423096
	Iteration 30Q: 3 clusters Score -1.780204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -17802054.000000 Penalty: 3977.423096
	Iteration 31Q: 3 clusters Score -1.780205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 205700 members 
Entering Unmasked Estep 
Score: -17802056.000000 Penalty: 3977.423096
	Iteration 32Q: 3 clusters Score -1.780206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
Score: -17802062.000000 Penalty: 3977.423096
	Iteration 33Q: 3 clusters Score -1.780206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 205701 members 
Entering Unmasked Estep 
Score: -17802052.000000 Penalty: 3977.423096
	Iteration 34Q: 3 clusters Score -1.780205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 205695 members 
Entering Unmasked Estep 
Score: -17802064.000000 Penalty: 3977.423096
	Iteration 35Q: 3 clusters Score -1.780206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 205689 members 
Entering Unmasked Estep 
Score: -17802062.000000 Penalty: 3977.423096
	Iteration 36Q: 3 clusters Score -1.780206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 205687 members 
Entering Unmasked Estep 
Score: -17802058.000000 Penalty: 3977.423096
	Iteration 37Q: 3 clusters Score -1.780206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 205681 members 
Entering Unmasked Estep 
Score: -17802064.000000 Penalty: 3977.423096
	Iteration 38Q: 3 clusters Score -1.780206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 205677 members 
Entering Unmasked Estep 
Score: -17802072.000000 Penalty: 3977.423096
	Iteration 39Q: 3 clusters Score -1.780207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 205676 members 
Entering Unmasked Estep 
Score: -17802070.000000 Penalty: 3977.423096
	Iteration 40F: 3 clusters Score -1.780207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205674 members 
Entering Unmasked Estep 
Score: -17802076.000000 Penalty: 3977.423096
	Iteration 41Q: 3 clusters Score -1.780208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205674 members 
Entering Unmasked Estep 
Score: -17802076.000000 Penalty: 3977.423096
	Iteration 42F: 3 clusters Score -1.780208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -1097721.625000 Penalty: 1537.719238
	Iteration 0F: 2 clusters Score -1097722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1088715.375000 Penalty: 3075.438477
	Iteration 0F: 3 clusters Score -1088715 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1091733.375000 Penalty: 3075.438477
	Iteration 1F: 3 clusters Score -1091733 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1092089.125000 Penalty: 3075.438477
	Iteration 2F: 3 clusters Score -1092089 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1092419.000000 Penalty: 3075.438477
	Iteration 3F: 3 clusters Score -1092419 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1092778.250000 Penalty: 3075.438477
	Iteration 4F: 3 clusters Score -1092778 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1093191.875000 Penalty: 3075.438477
	Iteration 5F: 3 clusters Score -1093192 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1093660.750000 Penalty: 3075.438477
	Iteration 6F: 3 clusters Score -1093661 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1094235.500000 Penalty: 3075.438477
	Iteration 7F: 3 clusters Score -1094236 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1094848.375000 Penalty: 3075.438477
	Iteration 8F: 3 clusters Score -1094848 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1095469.750000 Penalty: 3075.438477
	Iteration 9F: 3 clusters Score -1095470 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1096122.125000 Penalty: 3075.438477
	Iteration 10Q: 3 clusters Score -1096122 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1096562.125000 Penalty: 3075.438477
	Iteration 11Q: 3 clusters Score -1096562 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1096792.250000 Penalty: 3075.438477
	Iteration 12Q: 3 clusters Score -1096792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1096872.500000 Penalty: 3075.438477
	Iteration 13Q: 3 clusters Score -1096872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1096914.000000 Penalty: 3075.438477
	Iteration 14Q: 3 clusters Score -1096914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1096936.125000 Penalty: 3075.438477
	Iteration 15Q: 3 clusters Score -1096936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1096951.750000 Penalty: 3075.438477
	Iteration 16Q: 3 clusters Score -1096952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1096964.375000 Penalty: 3075.438477
	Iteration 17Q: 3 clusters Score -1096964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1096973.125000 Penalty: 3075.438477
	Iteration 18Q: 3 clusters Score -1096973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1096981.500000 Penalty: 3075.438477
	Iteration 19Q: 3 clusters Score -1096982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1096986.750000 Penalty: 3075.438477
	Iteration 20F: 3 clusters Score -1096987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1096997.000000 Penalty: 3075.438477
	Iteration 21Q: 3 clusters Score -1096997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1097008.625000 Penalty: 3075.438477
	Iteration 22Q: 3 clusters Score -1097009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1097020.250000 Penalty: 3075.438477
	Iteration 23Q: 3 clusters Score -1097020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1097035.375000 Penalty: 3075.438477
	Iteration 24Q: 3 clusters Score -1097035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1097047.375000 Penalty: 3075.438477
	Iteration 25Q: 3 clusters Score -1097047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1097071.875000 Penalty: 3075.438477
	Iteration 26Q: 3 clusters Score -1097072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1097087.875000 Penalty: 3075.438477
	Iteration 27Q: 3 clusters Score -1097088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1097102.125000 Penalty: 3075.438477
	Iteration 28Q: 3 clusters Score -1097102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1097113.750000 Penalty: 3075.438477
	Iteration 29Q: 3 clusters Score -1097114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1097124.500000 Penalty: 3075.438477
	Iteration 30Q: 3 clusters Score -1097124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1097138.875000 Penalty: 3075.438477
	Iteration 31Q: 3 clusters Score -1097139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1097157.125000 Penalty: 3075.438477
	Iteration 32Q: 3 clusters Score -1097157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1097175.625000 Penalty: 3075.438477
	Iteration 33Q: 3 clusters Score -1097176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1097192.875000 Penalty: 3075.438477
	Iteration 34Q: 3 clusters Score -1097193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1097210.000000 Penalty: 3075.438477
	Iteration 35Q: 3 clusters Score -1097210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1097226.125000 Penalty: 3075.438477
	Iteration 36Q: 3 clusters Score -1097226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1097247.000000 Penalty: 3075.438477
	Iteration 37Q: 3 clusters Score -1097247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1097271.250000 Penalty: 3075.438477
	Iteration 38Q: 3 clusters Score -1097271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1097289.250000 Penalty: 3075.438477
	Iteration 39Q: 3 clusters Score -1097289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1097302.250000 Penalty: 3075.438477
	Iteration 40F: 3 clusters Score -1097302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1097311.000000 Penalty: 3075.438477
	Iteration 41Q: 3 clusters Score -1097311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1097313.875000 Penalty: 3075.438477
	Iteration 42Q: 3 clusters Score -1097314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1097322.875000 Penalty: 3075.438477
	Iteration 43Q: 3 clusters Score -1097323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1097325.250000 Penalty: 3075.438477
	Iteration 44Q: 3 clusters Score -1097325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1097327.500000 Penalty: 3075.438477
	Iteration 45Q: 3 clusters Score -1097328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1097329.750000 Penalty: 3075.438477
	Iteration 46Q: 3 clusters Score -1097330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1097330.375000 Penalty: 3075.438477
	Iteration 47Q: 3 clusters Score -1097330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1097331.375000 Penalty: 3075.438477
	Iteration 48Q: 3 clusters Score -1097331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1097331.500000 Penalty: 3075.438477
	Iteration 49Q: 3 clusters Score -1097332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1097334.250000 Penalty: 3075.438477
	Iteration 50Q: 3 clusters Score -1097334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1097334.125000 Penalty: 3075.438477
	Iteration 51Q: 3 clusters Score -1097334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1097334.375000 Penalty: 3075.438477
	Iteration 52Q: 3 clusters Score -1097334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1097334.625000 Penalty: 3075.438477
	Iteration 53Q: 3 clusters Score -1097335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1097336.375000 Penalty: 3075.438477
	Iteration 54Q: 3 clusters Score -1097336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1097334.000000 Penalty: 3075.438477
	Iteration 55Q: 3 clusters Score -1097334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1097335.125000 Penalty: 3075.438477
	Iteration 56Q: 3 clusters Score -1097335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1097335.125000 Penalty: 3075.438477
	Iteration 57Q: 3 clusters Score -1097335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1097336.500000 Penalty: 3075.438477
	Iteration 58Q: 3 clusters Score -1097336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1097335.750000 Penalty: 3075.438477
	Iteration 59Q: 3 clusters Score -1097336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1097335.750000 Penalty: 3075.438477
	Iteration 60F: 3 clusters Score -1097336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -493699.906250 Penalty: 1408.218262
	Iteration 0F: 2 clusters Score -493699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -489236.750000 Penalty: 2816.436523
	Iteration 0F: 3 clusters Score -489236.8 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -490479.968750 Penalty: 2816.436523
	Iteration 1F: 3 clusters Score -490480 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -490741.406250 Penalty: 2816.436523
	Iteration 2F: 3 clusters Score -490741.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -490947.156250 Penalty: 2816.436523
	Iteration 3F: 3 clusters Score -490947.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -491153.500000 Penalty: 2816.436523
	Iteration 4F: 3 clusters Score -491153.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -491385.593750 Penalty: 2816.436523
	Iteration 5F: 3 clusters Score -491385.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -491645.312500 Penalty: 2816.436523
	Iteration 6F: 3 clusters Score -491645.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -491879.250000 Penalty: 2816.436523
	Iteration 7F: 3 clusters Score -491879.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -492089.875000 Penalty: 2816.436523
	Iteration 8Q: 3 clusters Score -492089.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -492297.593750 Penalty: 2816.436523
	Iteration 9Q: 3 clusters Score -492297.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -492487.843750 Penalty: 2816.436523
	Iteration 10Q: 3 clusters Score -492487.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -492651.906250 Penalty: 2816.436523
	Iteration 11Q: 3 clusters Score -492651.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -492801.500000 Penalty: 2816.436523
	Iteration 12Q: 3 clusters Score -492801.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -492918.781250 Penalty: 2816.436523
	Iteration 13Q: 3 clusters Score -492918.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -492977.843750 Penalty: 2816.436523
	Iteration 14Q: 3 clusters Score -492977.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -493001.937500 Penalty: 2816.436523
	Iteration 15Q: 3 clusters Score -493001.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -493013.718750 Penalty: 2816.436523
	Iteration 16Q: 3 clusters Score -493013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -493019.000000 Penalty: 2816.436523
	Iteration 17Q: 3 clusters Score -493019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -493021.468750 Penalty: 2816.436523
	Iteration 18Q: 3 clusters Score -493021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -493024.375000 Penalty: 2816.436523
	Iteration 19Q: 3 clusters Score -493024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -493024.875000 Penalty: 2816.436523
	Iteration 20F: 3 clusters Score -493024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -493027.062500 Penalty: 2816.436523
	Iteration 21Q: 3 clusters Score -493027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -493026.218750 Penalty: 2816.436523
	Iteration 22Q: 3 clusters Score -493026.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -493026.218750 Penalty: 2816.436523
	Iteration 23F: 3 clusters Score -493026.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -77926.078125 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -77926.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76525.281250 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -76525.28 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76749.242188 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -76749.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76818.031250 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -76818.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76839.085938 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -76839.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76851.953125 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -76851.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76862.406250 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -76862.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76866.382812 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -76866.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76868.523438 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -76868.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76870.757812 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -76870.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76873.156250 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -76873.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76874.328125 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -76874.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76874.328125 Penalty: 2220.385010
	Iteration 11F: 3 clusters Score -76874.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Entering Unmasked Estep 
Score: -1728286.000000 Penalty: 1613.432251
	Iteration 0F: 2 clusters Score -1728286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1714286.500000 Penalty: 3226.864502
	Iteration 0F: 3 clusters Score -1714286 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1719461.875000 Penalty: 3226.864502
	Iteration 1F: 3 clusters Score -1719462 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1719827.750000 Penalty: 3226.864502
	Iteration 2Q: 3 clusters Score -1719828 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1720142.875000 Penalty: 3226.864502
	Iteration 3Q: 3 clusters Score -1720143 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1720447.250000 Penalty: 3226.864502
	Iteration 4Q: 3 clusters Score -1720447 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1720766.125000 Penalty: 3226.864502
	Iteration 5Q: 3 clusters Score -1720766 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1721104.875000 Penalty: 3226.864502
	Iteration 6Q: 3 clusters Score -1721105 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1721530.750000 Penalty: 3226.864502
	Iteration 7Q: 3 clusters Score -1721531 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1722038.375000 Penalty: 3226.864502
	Iteration 8Q: 3 clusters Score -1722038 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1722627.875000 Penalty: 3226.864502
	Iteration 9Q: 3 clusters Score -1722628 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1723335.875000 Penalty: 3226.864502
	Iteration 10Q: 3 clusters Score -1723336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1724119.375000 Penalty: 3226.864502
	Iteration 11F: 3 clusters Score -1724119 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1724834.750000 Penalty: 3226.864502
	Iteration 12Q: 3 clusters Score -1724835 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1725355.250000 Penalty: 3226.864502
	Iteration 13Q: 3 clusters Score -1725355 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1725673.625000 Penalty: 3226.864502
	Iteration 14Q: 3 clusters Score -1725674 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1725898.750000 Penalty: 3226.864502
	Iteration 15Q: 3 clusters Score -1725899 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1726056.500000 Penalty: 3226.864502
	Iteration 16Q: 3 clusters Score -1726056 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1726170.250000 Penalty: 3226.864502
	Iteration 17Q: 3 clusters Score -1726170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1726269.625000 Penalty: 3226.864502
	Iteration 18Q: 3 clusters Score -1726270 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1726347.125000 Penalty: 3226.864502
	Iteration 19Q: 3 clusters Score -1726347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1726416.625000 Penalty: 3226.864502
	Iteration 20F: 3 clusters Score -1726417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1726460.750000 Penalty: 3226.864502
	Iteration 21Q: 3 clusters Score -1726461 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1726512.500000 Penalty: 3226.864502
	Iteration 22Q: 3 clusters Score -1726512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1726560.750000 Penalty: 3226.864502
	Iteration 23Q: 3 clusters Score -1726561 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1726598.500000 Penalty: 3226.864502
	Iteration 24Q: 3 clusters Score -1726598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1726644.875000 Penalty: 3226.864502
	Iteration 25Q: 3 clusters Score -1726645 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1726686.375000 Penalty: 3226.864502
	Iteration 26Q: 3 clusters Score -1726686 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1726713.875000 Penalty: 3226.864502
	Iteration 27Q: 3 clusters Score -1726714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1726734.875000 Penalty: 3226.864502
	Iteration 28Q: 3 clusters Score -1726735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1726761.125000 Penalty: 3226.864502
	Iteration 29Q: 3 clusters Score -1726761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1726784.125000 Penalty: 3226.864502
	Iteration 30Q: 3 clusters Score -1726784 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1726808.125000 Penalty: 3226.864502
	Iteration 31Q: 3 clusters Score -1726808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1726827.875000 Penalty: 3226.864502
	Iteration 32Q: 3 clusters Score -1726828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1726850.625000 Penalty: 3226.864502
	Iteration 33Q: 3 clusters Score -1726851 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1726877.125000 Penalty: 3226.864502
	Iteration 34Q: 3 clusters Score -1726877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1726895.625000 Penalty: 3226.864502
	Iteration 35Q: 3 clusters Score -1726896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1726916.625000 Penalty: 3226.864502
	Iteration 36Q: 3 clusters Score -1726917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1726942.875000 Penalty: 3226.864502
	Iteration 37Q: 3 clusters Score -1726943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1726959.750000 Penalty: 3226.864502
	Iteration 38Q: 3 clusters Score -1726960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1726984.875000 Penalty: 3226.864502
	Iteration 39Q: 3 clusters Score -1726985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1726997.750000 Penalty: 3226.864502
	Iteration 40F: 3 clusters Score -1726998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1727020.000000 Penalty: 3226.864502
	Iteration 41Q: 3 clusters Score -1727020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1727050.125000 Penalty: 3226.864502
	Iteration 42Q: 3 clusters Score -1727050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1727079.250000 Penalty: 3226.864502
	Iteration 43Q: 3 clusters Score -1727079 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1727114.500000 Penalty: 3226.864502
	Iteration 44Q: 3 clusters Score -1727114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1727142.250000 Penalty: 3226.864502
	Iteration 45Q: 3 clusters Score -1727142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1727160.750000 Penalty: 3226.864502
	Iteration 46Q: 3 clusters Score -1727161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1727168.875000 Penalty: 3226.864502
	Iteration 47Q: 3 clusters Score -1727169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1727186.875000 Penalty: 3226.864502
	Iteration 48Q: 3 clusters Score -1727187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1727208.125000 Penalty: 3226.864502
	Iteration 49Q: 3 clusters Score -1727208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1727228.250000 Penalty: 3226.864502
	Iteration 50Q: 3 clusters Score -1727228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1727241.500000 Penalty: 3226.864502
	Iteration 51Q: 3 clusters Score -1727242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1727252.625000 Penalty: 3226.864502
	Iteration 52Q: 3 clusters Score -1727253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1727270.750000 Penalty: 3226.864502
	Iteration 53Q: 3 clusters Score -1727271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1727281.750000 Penalty: 3226.864502
	Iteration 54Q: 3 clusters Score -1727282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1727292.875000 Penalty: 3226.864502
	Iteration 55Q: 3 clusters Score -1727293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1727298.000000 Penalty: 3226.864502
	Iteration 56Q: 3 clusters Score -1727298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1727297.125000 Penalty: 3226.864502
	Iteration 57Q: 3 clusters Score -1727297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1727302.875000 Penalty: 3226.864502
	Iteration 58Q: 3 clusters Score -1727303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1727304.375000 Penalty: 3226.864502
	Iteration 59Q: 3 clusters Score -1727304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1727306.875000 Penalty: 3226.864502
	Iteration 60F: 3 clusters Score -1727307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1727315.250000 Penalty: 3226.864502
	Iteration 61Q: 3 clusters Score -1727315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1727315.750000 Penalty: 3226.864502
	Iteration 62Q: 3 clusters Score -1727316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1727320.500000 Penalty: 3226.864502
	Iteration 63Q: 3 clusters Score -1727320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1727320.375000 Penalty: 3226.864502
	Iteration 64Q: 3 clusters Score -1727320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1727324.750000 Penalty: 3226.864502
	Iteration 65Q: 3 clusters Score -1727325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1727332.125000 Penalty: 3226.864502
	Iteration 66Q: 3 clusters Score -1727332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1727335.250000 Penalty: 3226.864502
	Iteration 67Q: 3 clusters Score -1727335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1727350.750000 Penalty: 3226.864502
	Iteration 68Q: 3 clusters Score -1727351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1727351.500000 Penalty: 3226.864502
	Iteration 69Q: 3 clusters Score -1727352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1727353.125000 Penalty: 3226.864502
	Iteration 70Q: 3 clusters Score -1727353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1727359.625000 Penalty: 3226.864502
	Iteration 71Q: 3 clusters Score -1727360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1727359.375000 Penalty: 3226.864502
	Iteration 72Q: 3 clusters Score -1727359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1727366.375000 Penalty: 3226.864502
	Iteration 73Q: 3 clusters Score -1727366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1727370.250000 Penalty: 3226.864502
	Iteration 74Q: 3 clusters Score -1727370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1727380.875000 Penalty: 3226.864502
	Iteration 75Q: 3 clusters Score -1727381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1727386.125000 Penalty: 3226.864502
	Iteration 76Q: 3 clusters Score -1727386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1727386.250000 Penalty: 3226.864502
	Iteration 77Q: 3 clusters Score -1727386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1727388.875000 Penalty: 3226.864502
	Iteration 78Q: 3 clusters Score -1727389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1727389.875000 Penalty: 3226.864502
	Iteration 79Q: 3 clusters Score -1727390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1727390.250000 Penalty: 3226.864502
	Iteration 80F: 3 clusters Score -1727390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1727392.125000 Penalty: 3226.864502
	Iteration 81Q: 3 clusters Score -1727392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1727395.375000 Penalty: 3226.864502
	Iteration 82Q: 3 clusters Score -1727395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1727396.750000 Penalty: 3226.864502
	Iteration 83Q: 3 clusters Score -1727397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1727394.875000 Penalty: 3226.864502
	Iteration 84Q: 3 clusters Score -1727395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1727395.750000 Penalty: 3226.864502
	Iteration 85Q: 3 clusters Score -1727396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1727396.875000 Penalty: 3226.864502
	Iteration 86Q: 3 clusters Score -1727397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1727396.500000 Penalty: 3226.864502
	Iteration 87Q: 3 clusters Score -1727396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1727399.375000 Penalty: 3226.864502
	Iteration 88Q: 3 clusters Score -1727399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1727402.000000 Penalty: 3226.864502
	Iteration 89Q: 3 clusters Score -1727402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1727400.750000 Penalty: 3226.864502
	Iteration 90Q: 3 clusters Score -1727401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1727399.500000 Penalty: 3226.864502
	Iteration 91Q: 3 clusters Score -1727400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1727406.625000 Penalty: 3226.864502
	Iteration 92Q: 3 clusters Score -1727407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1727407.875000 Penalty: 3226.864502
	Iteration 93Q: 3 clusters Score -1727408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1727408.750000 Penalty: 3226.864502
	Iteration 94Q: 3 clusters Score -1727409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1727412.750000 Penalty: 3226.864502
	Iteration 95Q: 3 clusters Score -1727413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1727413.000000 Penalty: 3226.864502
	Iteration 96Q: 3 clusters Score -1727413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1727415.875000 Penalty: 3226.864502
	Iteration 97Q: 3 clusters Score -1727416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1727422.625000 Penalty: 3226.864502
	Iteration 98Q: 3 clusters Score -1727423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1727424.250000 Penalty: 3226.864502
	Iteration 99Q: 3 clusters Score -1727424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1727426.250000 Penalty: 3226.864502
	Iteration 100F: 3 clusters Score -1727426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1727433.750000 Penalty: 3226.864502
	Iteration 101Q: 3 clusters Score -1727434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1727440.125000 Penalty: 3226.864502
	Iteration 102Q: 3 clusters Score -1727440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1727443.750000 Penalty: 3226.864502
	Iteration 103Q: 3 clusters Score -1727444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1727450.250000 Penalty: 3226.864502
	Iteration 104Q: 3 clusters Score -1727450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1727457.625000 Penalty: 3226.864502
	Iteration 105Q: 3 clusters Score -1727458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1727458.875000 Penalty: 3226.864502
	Iteration 106Q: 3 clusters Score -1727459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1727460.750000 Penalty: 3226.864502
	Iteration 107Q: 3 clusters Score -1727461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1727462.750000 Penalty: 3226.864502
	Iteration 108Q: 3 clusters Score -1727463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1727466.500000 Penalty: 3226.864502
	Iteration 109Q: 3 clusters Score -1727466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1727467.875000 Penalty: 3226.864502
	Iteration 110Q: 3 clusters Score -1727468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1727466.750000 Penalty: 3226.864502
	Iteration 111Q: 3 clusters Score -1727467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1727469.625000 Penalty: 3226.864502
	Iteration 112Q: 3 clusters Score -1727470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1727473.125000 Penalty: 3226.864502
	Iteration 113Q: 3 clusters Score -1727473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1727478.250000 Penalty: 3226.864502
	Iteration 114Q: 3 clusters Score -1727478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1727477.375000 Penalty: 3226.864502
	Iteration 115Q: 3 clusters Score -1727477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1727476.250000 Penalty: 3226.864502
	Iteration 116Q: 3 clusters Score -1727476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1727476.250000 Penalty: 3226.864502
	Iteration 117F: 3 clusters Score -1727476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -655389.562500 Penalty: 1456.804565
	Iteration 0F: 2 clusters Score -655389.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -649638.375000 Penalty: 2913.609131
	Iteration 0F: 3 clusters Score -649638.4 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -651370.125000 Penalty: 2913.609131
	Iteration 1F: 3 clusters Score -651370.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -651593.625000 Penalty: 2913.609131
	Iteration 2F: 3 clusters Score -651593.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -651773.625000 Penalty: 2913.609131
	Iteration 3F: 3 clusters Score -651773.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -651941.062500 Penalty: 2913.609131
	Iteration 4Q: 3 clusters Score -651941.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -652098.937500 Penalty: 2913.609131
	Iteration 5Q: 3 clusters Score -652098.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -652246.000000 Penalty: 2913.609131
	Iteration 6Q: 3 clusters Score -652246 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -652424.312500 Penalty: 2913.609131
	Iteration 7Q: 3 clusters Score -652424.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -652611.250000 Penalty: 2913.609131
	Iteration 8Q: 3 clusters Score -652611.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -652807.187500 Penalty: 2913.609131
	Iteration 9Q: 3 clusters Score -652807.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -652995.750000 Penalty: 2913.609131
	Iteration 10Q: 3 clusters Score -652995.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -653186.375000 Penalty: 2913.609131
	Iteration 11Q: 3 clusters Score -653186.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -653358.062500 Penalty: 2913.609131
	Iteration 12Q: 3 clusters Score -653358.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -653513.187500 Penalty: 2913.609131
	Iteration 13Q: 3 clusters Score -653513.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -653636.062500 Penalty: 2913.609131
	Iteration 14Q: 3 clusters Score -653636.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -653735.000000 Penalty: 2913.609131
	Iteration 15Q: 3 clusters Score -653735 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -653817.812500 Penalty: 2913.609131
	Iteration 16Q: 3 clusters Score -653817.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -653888.687500 Penalty: 2913.609131
	Iteration 17Q: 3 clusters Score -653888.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -653942.750000 Penalty: 2913.609131
	Iteration 18Q: 3 clusters Score -653942.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -653989.812500 Penalty: 2913.609131
	Iteration 19Q: 3 clusters Score -653989.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -654034.812500 Penalty: 2913.609131
	Iteration 20F: 3 clusters Score -654034.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -654066.500000 Penalty: 2913.609131
	Iteration 21Q: 3 clusters Score -654066.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -654087.312500 Penalty: 2913.609131
	Iteration 22Q: 3 clusters Score -654087.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -654106.187500 Penalty: 2913.609131
	Iteration 23Q: 3 clusters Score -654106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -654122.750000 Penalty: 2913.609131
	Iteration 24Q: 3 clusters Score -654122.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -654134.437500 Penalty: 2913.609131
	Iteration 25Q: 3 clusters Score -654134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -654144.625000 Penalty: 2913.609131
	Iteration 26Q: 3 clusters Score -654144.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -654154.625000 Penalty: 2913.609131
	Iteration 27Q: 3 clusters Score -654154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -654163.812500 Penalty: 2913.609131
	Iteration 28Q: 3 clusters Score -654163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -654171.125000 Penalty: 2913.609131
	Iteration 29Q: 3 clusters Score -654171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -654178.500000 Penalty: 2913.609131
	Iteration 30Q: 3 clusters Score -654178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -654185.750000 Penalty: 2913.609131
	Iteration 31Q: 3 clusters Score -654185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -654187.750000 Penalty: 2913.609131
	Iteration 32Q: 3 clusters Score -654187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -654192.687500 Penalty: 2913.609131
	Iteration 33Q: 3 clusters Score -654192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -654198.437500 Penalty: 2913.609131
	Iteration 34Q: 3 clusters Score -654198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -654202.062500 Penalty: 2913.609131
	Iteration 35Q: 3 clusters Score -654202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -654204.625000 Penalty: 2913.609131
	Iteration 36Q: 3 clusters Score -654204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -654209.812500 Penalty: 2913.609131
	Iteration 37Q: 3 clusters Score -654209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -654213.937500 Penalty: 2913.609131
	Iteration 38Q: 3 clusters Score -654213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -654219.125000 Penalty: 2913.609131
	Iteration 39Q: 3 clusters Score -654219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -654223.437500 Penalty: 2913.609131
	Iteration 40F: 3 clusters Score -654223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -654224.375000 Penalty: 2913.609131
	Iteration 41Q: 3 clusters Score -654224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -654225.750000 Penalty: 2913.609131
	Iteration 42Q: 3 clusters Score -654225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -654226.062500 Penalty: 2913.609131
	Iteration 43Q: 3 clusters Score -654226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -654228.937500 Penalty: 2913.609131
	Iteration 44Q: 3 clusters Score -654228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -654234.062500 Penalty: 2913.609131
	Iteration 45Q: 3 clusters Score -654234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -654234.562500 Penalty: 2913.609131
	Iteration 46Q: 3 clusters Score -654234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -654234.562500 Penalty: 2913.609131
	Iteration 47F: 3 clusters Score -654234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -593472.562500 Penalty: 1438.836670
	Iteration 0F: 2 clusters Score -593472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -588221.125000 Penalty: 2877.673340
	Iteration 0F: 3 clusters Score -588221.1 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -589902.687500 Penalty: 2877.673340
	Iteration 1F: 3 clusters Score -589902.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -590123.937500 Penalty: 2877.673340
	Iteration 2F: 3 clusters Score -590123.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -590286.562500 Penalty: 2877.673340
	Iteration 3F: 3 clusters Score -590286.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -590391.937500 Penalty: 2877.673340
	Iteration 4Q: 3 clusters Score -590391.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -590486.812500 Penalty: 2877.673340
	Iteration 5Q: 3 clusters Score -590486.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -590567.125000 Penalty: 2877.673340
	Iteration 6Q: 3 clusters Score -590567.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -590624.875000 Penalty: 2877.673340
	Iteration 7Q: 3 clusters Score -590624.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -590669.000000 Penalty: 2877.673340
	Iteration 8Q: 3 clusters Score -590669 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -590705.812500 Penalty: 2877.673340
	Iteration 9Q: 3 clusters Score -590705.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -590740.187500 Penalty: 2877.673340
	Iteration 10Q: 3 clusters Score -590740.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -590776.375000 Penalty: 2877.673340
	Iteration 11Q: 3 clusters Score -590776.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -590814.625000 Penalty: 2877.673340
	Iteration 12Q: 3 clusters Score -590814.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -590858.750000 Penalty: 2877.673340
	Iteration 13Q: 3 clusters Score -590858.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -590903.062500 Penalty: 2877.673340
	Iteration 14Q: 3 clusters Score -590903.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -590949.312500 Penalty: 2877.673340
	Iteration 15Q: 3 clusters Score -590949.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -590992.250000 Penalty: 2877.673340
	Iteration 16Q: 3 clusters Score -590992.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -591047.250000 Penalty: 2877.673340
	Iteration 17Q: 3 clusters Score -591047.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -591101.937500 Penalty: 2877.673340
	Iteration 18Q: 3 clusters Score -591101.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -591162.250000 Penalty: 2877.673340
	Iteration 19Q: 3 clusters Score -591162.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -591218.000000 Penalty: 2877.673340
	Iteration 20F: 3 clusters Score -591218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -591252.250000 Penalty: 2877.673340
	Iteration 21Q: 3 clusters Score -591252.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -591276.625000 Penalty: 2877.673340
	Iteration 22Q: 3 clusters Score -591276.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -591292.437500 Penalty: 2877.673340
	Iteration 23Q: 3 clusters Score -591292.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -591311.937500 Penalty: 2877.673340
	Iteration 24Q: 3 clusters Score -591311.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -591329.625000 Penalty: 2877.673340
	Iteration 25Q: 3 clusters Score -591329.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -591344.062500 Penalty: 2877.673340
	Iteration 26Q: 3 clusters Score -591344.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -591352.500000 Penalty: 2877.673340
	Iteration 27Q: 3 clusters Score -591352.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -591362.625000 Penalty: 2877.673340
	Iteration 28Q: 3 clusters Score -591362.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -591366.687500 Penalty: 2877.673340
	Iteration 29Q: 3 clusters Score -591366.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -591376.062500 Penalty: 2877.673340
	Iteration 30Q: 3 clusters Score -591376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -591382.062500 Penalty: 2877.673340
	Iteration 31Q: 3 clusters Score -591382.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -591393.750000 Penalty: 2877.673340
	Iteration 32Q: 3 clusters Score -591393.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -591409.062500 Penalty: 2877.673340
	Iteration 33Q: 3 clusters Score -591409.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -591424.937500 Penalty: 2877.673340
	Iteration 34Q: 3 clusters Score -591424.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -591442.875000 Penalty: 2877.673340
	Iteration 35Q: 3 clusters Score -591442.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -591464.625000 Penalty: 2877.673340
	Iteration 36Q: 3 clusters Score -591464.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -591497.687500 Penalty: 2877.673340
	Iteration 37Q: 3 clusters Score -591497.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -591532.500000 Penalty: 2877.673340
	Iteration 38Q: 3 clusters Score -591532.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -591560.000000 Penalty: 2877.673340
	Iteration 39Q: 3 clusters Score -591560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -591588.312500 Penalty: 2877.673340
	Iteration 40F: 3 clusters Score -591588.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -591617.437500 Penalty: 2877.673340
	Iteration 41Q: 3 clusters Score -591617.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -591641.812500 Penalty: 2877.673340
	Iteration 42Q: 3 clusters Score -591641.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -591662.000000 Penalty: 2877.673340
	Iteration 43Q: 3 clusters Score -591662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -591691.437500 Penalty: 2877.673340
	Iteration 44Q: 3 clusters Score -591691.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -591712.937500 Penalty: 2877.673340
	Iteration 45Q: 3 clusters Score -591712.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -591735.500000 Penalty: 2877.673340
	Iteration 46Q: 3 clusters Score -591735.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -591753.687500 Penalty: 2877.673340
	Iteration 47Q: 3 clusters Score -591753.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -591766.312500 Penalty: 2877.673340
	Iteration 48Q: 3 clusters Score -591766.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -591780.375000 Penalty: 2877.673340
	Iteration 49Q: 3 clusters Score -591780.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -591794.000000 Penalty: 2877.673340
	Iteration 50Q: 3 clusters Score -591794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -591809.687500 Penalty: 2877.673340
	Iteration 51Q: 3 clusters Score -591809.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -591823.312500 Penalty: 2877.673340
	Iteration 52Q: 3 clusters Score -591823.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -591835.562500 Penalty: 2877.673340
	Iteration 53Q: 3 clusters Score -591835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -591849.437500 Penalty: 2877.673340
	Iteration 54Q: 3 clusters Score -591849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -591859.562500 Penalty: 2877.673340
	Iteration 55Q: 3 clusters Score -591859.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -591867.125000 Penalty: 2877.673340
	Iteration 56Q: 3 clusters Score -591867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -591872.812500 Penalty: 2877.673340
	Iteration 57Q: 3 clusters Score -591872.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -591879.375000 Penalty: 2877.673340
	Iteration 58Q: 3 clusters Score -591879.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -591885.937500 Penalty: 2877.673340
	Iteration 59Q: 3 clusters Score -591885.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -591894.125000 Penalty: 2877.673340
	Iteration 60F: 3 clusters Score -591894.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -591901.750000 Penalty: 2877.673340
	Iteration 61Q: 3 clusters Score -591901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -591910.062500 Penalty: 2877.673340
	Iteration 62Q: 3 clusters Score -591910.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -591918.875000 Penalty: 2877.673340
	Iteration 63Q: 3 clusters Score -591918.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -591928.000000 Penalty: 2877.673340
	Iteration 64Q: 3 clusters Score -591928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -591940.500000 Penalty: 2877.673340
	Iteration 65Q: 3 clusters Score -591940.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -591953.125000 Penalty: 2877.673340
	Iteration 66Q: 3 clusters Score -591953.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -591963.250000 Penalty: 2877.673340
	Iteration 67Q: 3 clusters Score -591963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -591974.750000 Penalty: 2877.673340
	Iteration 68Q: 3 clusters Score -591974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -591990.500000 Penalty: 2877.673340
	Iteration 69Q: 3 clusters Score -591990.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -592000.937500 Penalty: 2877.673340
	Iteration 70Q: 3 clusters Score -592000.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -592012.500000 Penalty: 2877.673340
	Iteration 71Q: 3 clusters Score -592012.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -592021.812500 Penalty: 2877.673340
	Iteration 72Q: 3 clusters Score -592021.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -592036.875000 Penalty: 2877.673340
	Iteration 73Q: 3 clusters Score -592036.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -592060.625000 Penalty: 2877.673340
	Iteration 74Q: 3 clusters Score -592060.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -592088.187500 Penalty: 2877.673340
	Iteration 75Q: 3 clusters Score -592088.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -592110.125000 Penalty: 2877.673340
	Iteration 76Q: 3 clusters Score -592110.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -592127.000000 Penalty: 2877.673340
	Iteration 77Q: 3 clusters Score -592127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -592144.875000 Penalty: 2877.673340
	Iteration 78Q: 3 clusters Score -592144.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -592157.625000 Penalty: 2877.673340
	Iteration 79Q: 3 clusters Score -592157.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -592170.375000 Penalty: 2877.673340
	Iteration 80F: 3 clusters Score -592170.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -592185.500000 Penalty: 2877.673340
	Iteration 81Q: 3 clusters Score -592185.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -592199.875000 Penalty: 2877.673340
	Iteration 82Q: 3 clusters Score -592199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -592208.500000 Penalty: 2877.673340
	Iteration 83Q: 3 clusters Score -592208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -592213.625000 Penalty: 2877.673340
	Iteration 84Q: 3 clusters Score -592213.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -592215.750000 Penalty: 2877.673340
	Iteration 85Q: 3 clusters Score -592215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -592220.875000 Penalty: 2877.673340
	Iteration 86Q: 3 clusters Score -592220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -592225.812500 Penalty: 2877.673340
	Iteration 87Q: 3 clusters Score -592225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -592227.812500 Penalty: 2877.673340
	Iteration 88Q: 3 clusters Score -592227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -592229.000000 Penalty: 2877.673340
	Iteration 89Q: 3 clusters Score -592229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -592229.375000 Penalty: 2877.673340
	Iteration 90Q: 3 clusters Score -592229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -592232.625000 Penalty: 2877.673340
	Iteration 91Q: 3 clusters Score -592232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -592233.625000 Penalty: 2877.673340
	Iteration 92Q: 3 clusters Score -592233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -592234.125000 Penalty: 2877.673340
	Iteration 93Q: 3 clusters Score -592234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -592234.625000 Penalty: 2877.673340
	Iteration 94Q: 3 clusters Score -592234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -592234.625000 Penalty: 2877.673340
	Iteration 95F: 3 clusters Score -592234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -176516.171875 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -176516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -174291.250000 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -174291.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -174767.421875 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -174767.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174919.484375 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -174919.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175067.671875 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -175067.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175219.093750 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -175219.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -175390.843750 Penalty: 2499.640137
	Iteration 5F: 3 clusters Score -175390.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -175572.828125 Penalty: 2499.640137
	Iteration 6F: 3 clusters Score -175572.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -175728.203125 Penalty: 2499.640137
	Iteration 7F: 3 clusters Score -175728.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175854.718750 Penalty: 2499.640137
	Iteration 8F: 3 clusters Score -175854.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -175932.734375 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -175932.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175972.906250 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -175972.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175995.406250 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -175995.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176015.812500 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -176015.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -176029.218750 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -176029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -176039.796875 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -176039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -176045.984375 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -176046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176048.750000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -176048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176050.750000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -176050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176053.671875 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -176053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176057.359375 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -176057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176059.984375 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -176060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176062.390625 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -176062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -176064.171875 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -176064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -176066.390625 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -176066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176069.875000 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -176069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176074.140625 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -176074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176078.812500 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -176078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -176083.171875 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -176083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -176091.687500 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -176091.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -176107.703125 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -176107.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -176139.125000 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -176139.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -176217.906250 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -176217.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176297.421875 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -176297.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -176339.484375 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -176339.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -176354.421875 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -176354.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -176358.578125 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -176358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -176363.093750 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -176363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -176366.234375 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -176366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -176374.062500 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -176374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -176375.593750 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -176375.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -176377.453125 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -176377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -176379.484375 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -176379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -176379.750000 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -176379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -176379.750000 Penalty: 2499.640137
	Iteration 43F: 3 clusters Score -176379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -331568.062500 Penalty: 1368.468262
	Iteration 0F: 2 clusters Score -331568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -327889.312500 Penalty: 2736.936523
	Iteration 0F: 3 clusters Score -327889.3 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -329061.031250 Penalty: 2736.936523
	Iteration 1F: 3 clusters Score -329061 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -329422.500000 Penalty: 2736.936523
	Iteration 2F: 3 clusters Score -329422.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -329810.531250 Penalty: 2736.936523
	Iteration 3F: 3 clusters Score -329810.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -330151.093750 Penalty: 2736.936523
	Iteration 4F: 3 clusters Score -330151.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -330369.125000 Penalty: 2736.936523
	Iteration 5F: 3 clusters Score -330369.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -330542.687500 Penalty: 2736.936523
	Iteration 6Q: 3 clusters Score -330542.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -330698.812500 Penalty: 2736.936523
	Iteration 7Q: 3 clusters Score -330698.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -330884.062500 Penalty: 2736.936523
	Iteration 8Q: 3 clusters Score -330884.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -331046.000000 Penalty: 2736.936523
	Iteration 9Q: 3 clusters Score -331046 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -331225.531250 Penalty: 2736.936523
	Iteration 10Q: 3 clusters Score -331225.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331369.250000 Penalty: 2736.936523
	Iteration 11Q: 3 clusters Score -331369.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -331449.625000 Penalty: 2736.936523
	Iteration 12Q: 3 clusters Score -331449.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -331492.093750 Penalty: 2736.936523
	Iteration 13Q: 3 clusters Score -331492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -331519.125000 Penalty: 2736.936523
	Iteration 14Q: 3 clusters Score -331519.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -331530.218750 Penalty: 2736.936523
	Iteration 15Q: 3 clusters Score -331530.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -331539.281250 Penalty: 2736.936523
	Iteration 16Q: 3 clusters Score -331539.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -331545.125000 Penalty: 2736.936523
	Iteration 17Q: 3 clusters Score -331545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -331552.156250 Penalty: 2736.936523
	Iteration 18Q: 3 clusters Score -331552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -331556.500000 Penalty: 2736.936523
	Iteration 19Q: 3 clusters Score -331556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -331561.562500 Penalty: 2736.936523
	Iteration 20F: 3 clusters Score -331561.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -331562.906250 Penalty: 2736.936523
	Iteration 21Q: 3 clusters Score -331562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -331563.718750 Penalty: 2736.936523
	Iteration 22Q: 3 clusters Score -331563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -331564.218750 Penalty: 2736.936523
	Iteration 23Q: 3 clusters Score -331564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -331564.343750 Penalty: 2736.936523
	Iteration 24Q: 3 clusters Score -331564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -331564.343750 Penalty: 2736.936523
	Iteration 25F: 3 clusters Score -331564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -148700.046875 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -148700 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 991 members 
Entering Unmasked Estep 
Score: -146703.515625 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -146703.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -147147.703125 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -147147.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -147244.375000 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -147244.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147311.312500 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -147311.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147355.625000 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -147355.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147388.171875 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -147388.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -147411.546875 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -147411.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147432.218750 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -147432.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -147448.546875 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -147448.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147462.531250 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -147462.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -147470.062500 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -147470.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -147480.765625 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -147480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147490.406250 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -147490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147501.000000 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -147501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -147515.546875 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -147515.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147531.625000 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -147531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147542.109375 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -147542.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -147556.343750 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -147556.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147574.703125 Penalty: 2447.754395
	Iteration 18Q: 3 clusters Score -147574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147592.703125 Penalty: 2447.754395
	Iteration 19Q: 3 clusters Score -147592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147609.609375 Penalty: 2447.754395
	Iteration 20F: 3 clusters Score -147609.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -147633.062500 Penalty: 2447.754395
	Iteration 21Q: 3 clusters Score -147633.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -147652.343750 Penalty: 2447.754395
	Iteration 22Q: 3 clusters Score -147652.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -147664.750000 Penalty: 2447.754395
	Iteration 23Q: 3 clusters Score -147664.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -147674.296875 Penalty: 2447.754395
	Iteration 24Q: 3 clusters Score -147674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -147684.953125 Penalty: 2447.754395
	Iteration 25Q: 3 clusters Score -147685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -147691.531250 Penalty: 2447.754395
	Iteration 26Q: 3 clusters Score -147691.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -147702.968750 Penalty: 2447.754395
	Iteration 27Q: 3 clusters Score -147703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147715.890625 Penalty: 2447.754395
	Iteration 28Q: 3 clusters Score -147715.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -147726.125000 Penalty: 2447.754395
	Iteration 29Q: 3 clusters Score -147726.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147733.578125 Penalty: 2447.754395
	Iteration 30Q: 3 clusters Score -147733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -147740.093750 Penalty: 2447.754395
	Iteration 31Q: 3 clusters Score -147740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -147745.859375 Penalty: 2447.754395
	Iteration 32Q: 3 clusters Score -147745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -147756.140625 Penalty: 2447.754395
	Iteration 33Q: 3 clusters Score -147756.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -147766.453125 Penalty: 2447.754395
	Iteration 34Q: 3 clusters Score -147766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147774.296875 Penalty: 2447.754395
	Iteration 35Q: 3 clusters Score -147774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147777.937500 Penalty: 2447.754395
	Iteration 36Q: 3 clusters Score -147777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -147780.015625 Penalty: 2447.754395
	Iteration 37Q: 3 clusters Score -147780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -147782.812500 Penalty: 2447.754395
	Iteration 38Q: 3 clusters Score -147782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -147784.140625 Penalty: 2447.754395
	Iteration 39Q: 3 clusters Score -147784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147784.625000 Penalty: 2447.754395
	Iteration 40F: 3 clusters Score -147784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Entering Unmasked Estep 
Score: -766211.687500 Penalty: 1483.324951
	Iteration 0F: 2 clusters Score -766211.7 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 4596 members 
Entering Unmasked Estep 
Score: -759631.375000 Penalty: 2966.649902
	Iteration 0F: 3 clusters Score -759631.4 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -761861.375000 Penalty: 2966.649902
	Iteration 1F: 3 clusters Score -761861.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -762216.000000 Penalty: 2966.649902
	Iteration 2F: 3 clusters Score -762216 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -762517.937500 Penalty: 2966.649902
	Iteration 3F: 3 clusters Score -762517.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -762818.375000 Penalty: 2966.649902
	Iteration 4F: 3 clusters Score -762818.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -763184.125000 Penalty: 2966.649902
	Iteration 5F: 3 clusters Score -763184.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -763679.062500 Penalty: 2966.649902
	Iteration 6F: 3 clusters Score -763679.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -764178.375000 Penalty: 2966.649902
	Iteration 7F: 3 clusters Score -764178.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -764593.375000 Penalty: 2966.649902
	Iteration 8F: 3 clusters Score -764593.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -764975.875000 Penalty: 2966.649902
	Iteration 9F: 3 clusters Score -764975.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -765362.187500 Penalty: 2966.649902
	Iteration 10Q: 3 clusters Score -765362.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -765696.812500 Penalty: 2966.649902
	Iteration 11Q: 3 clusters Score -765696.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -765995.500000 Penalty: 2966.649902
	Iteration 12Q: 3 clusters Score -765995.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -766188.250000 Penalty: 2966.649902
	Iteration 13Q: 3 clusters Score -766188.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -766315.375000 Penalty: 2966.649902
	Iteration 14Q: 3 clusters Score -766315.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -766397.437500 Penalty: 2966.649902
	Iteration 15Q: 3 clusters Score -766397.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -766450.125000 Penalty: 2966.649902
	Iteration 16Q: 3 clusters Score -766450.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -766482.000000 Penalty: 2966.649902
	Iteration 17Q: 3 clusters Score -766482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -766503.312500 Penalty: 2966.649902
	Iteration 18Q: 3 clusters Score -766503.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -766517.750000 Penalty: 2966.649902
	Iteration 19Q: 3 clusters Score -766517.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -766531.562500 Penalty: 2966.649902
	Iteration 20F: 3 clusters Score -766531.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -766543.500000 Penalty: 2966.649902
	Iteration 21Q: 3 clusters Score -766543.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -766563.875000 Penalty: 2966.649902
	Iteration 22Q: 3 clusters Score -766563.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -766580.000000 Penalty: 2966.649902
	Iteration 23Q: 3 clusters Score -766580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -766593.187500 Penalty: 2966.649902
	Iteration 24Q: 3 clusters Score -766593.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -766613.250000 Penalty: 2966.649902
	Iteration 25Q: 3 clusters Score -766613.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -766625.687500 Penalty: 2966.649902
	Iteration 26Q: 3 clusters Score -766625.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -766643.562500 Penalty: 2966.649902
	Iteration 27Q: 3 clusters Score -766643.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -766664.125000 Penalty: 2966.649902
	Iteration 28Q: 3 clusters Score -766664.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -766680.500000 Penalty: 2966.649902
	Iteration 29Q: 3 clusters Score -766680.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -766703.000000 Penalty: 2966.649902
	Iteration 30Q: 3 clusters Score -766703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -766725.937500 Penalty: 2966.649902
	Iteration 31Q: 3 clusters Score -766725.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -766745.937500 Penalty: 2966.649902
	Iteration 32Q: 3 clusters Score -766745.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -766756.875000 Penalty: 2966.649902
	Iteration 33Q: 3 clusters Score -766756.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -766766.687500 Penalty: 2966.649902
	Iteration 34Q: 3 clusters Score -766766.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -766772.687500 Penalty: 2966.649902
	Iteration 35Q: 3 clusters Score -766772.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -766777.625000 Penalty: 2966.649902
	Iteration 36Q: 3 clusters Score -766777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -766783.062500 Penalty: 2966.649902
	Iteration 37Q: 3 clusters Score -766783.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -766784.562500 Penalty: 2966.649902
	Iteration 38Q: 3 clusters Score -766784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -766787.500000 Penalty: 2966.649902
	Iteration 39Q: 3 clusters Score -766787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -766789.937500 Penalty: 2966.649902
	Iteration 40F: 3 clusters Score -766789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -766789.000000 Penalty: 2966.649902
	Iteration 41Q: 3 clusters Score -766789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -766788.500000 Penalty: 2966.649902
	Iteration 42Q: 3 clusters Score -766788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -766790.812500 Penalty: 2966.649902
	Iteration 43Q: 3 clusters Score -766790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -766793.000000 Penalty: 2966.649902
	Iteration 44Q: 3 clusters Score -766793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -766791.812500 Penalty: 2966.649902
	Iteration 45Q: 3 clusters Score -766791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -766791.000000 Penalty: 2966.649902
	Iteration 46Q: 3 clusters Score -766791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -766791.000000 Penalty: 2966.649902
	Iteration 47F: 3 clusters Score -766791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 159162 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 16872 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 206535 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 6095 members 
Mstep: Class 24 contains 27780 members 
Mstep: Class 25 contains 70550 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21541 members 
Mstep: Class 29 contains 4464 members 
Mstep: Class 30 contains 1926 members 
Mstep: Class 31 contains 3116 members 
Entering Unmasked Estep 
Score: -54416712.000000 Penalty: 67481.570312
Splitting cluster 23 changes total score from -54415252.000000 to -54416712.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (27780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Entering Unmasked Estep 
Score: -2365781.000000 Penalty: 1662.711670
	Iteration 0F: 2 clusters Score -2365781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2347024.000000 Penalty: 3325.423340
	Iteration 0F: 3 clusters Score -2347024 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2354286.500000 Penalty: 3325.423340
	Iteration 1F: 3 clusters Score -2354286 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2355100.250000 Penalty: 3325.423340
	Iteration 2F: 3 clusters Score -2355100 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2356267.750000 Penalty: 3325.423340
	Iteration 3F: 3 clusters Score -2356268 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2357982.250000 Penalty: 3325.423340
	Iteration 4F: 3 clusters Score -2357982 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2360013.500000 Penalty: 3325.423340
	Iteration 5F: 3 clusters Score -2360014 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2362019.750000 Penalty: 3325.423340
	Iteration 6F: 3 clusters Score -2362020 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2363615.500000 Penalty: 3325.423340
	Iteration 7F: 3 clusters Score -2363616 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2364717.000000 Penalty: 3325.423340
	Iteration 8Q: 3 clusters Score -2364717 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2365250.500000 Penalty: 3325.423340
	Iteration 9Q: 3 clusters Score -2365250 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2365480.250000 Penalty: 3325.423340
	Iteration 10Q: 3 clusters Score -2365480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2365569.000000 Penalty: 3325.423340
	Iteration 11Q: 3 clusters Score -2365569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2365613.500000 Penalty: 3325.423340
	Iteration 12Q: 3 clusters Score -2365614 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2365642.000000 Penalty: 3325.423340
	Iteration 13Q: 3 clusters Score -2365642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2365645.250000 Penalty: 3325.423340
	Iteration 14Q: 3 clusters Score -2365645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2365651.750000 Penalty: 3325.423340
	Iteration 15Q: 3 clusters Score -2365652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2365653.500000 Penalty: 3325.423340
	Iteration 16Q: 3 clusters Score -2365654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2365652.750000 Penalty: 3325.423340
	Iteration 17Q: 3 clusters Score -2365653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2365653.500000 Penalty: 3325.423340
	Iteration 18Q: 3 clusters Score -2365654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2365650.000000 Penalty: 3325.423340
	Iteration 19Q: 3 clusters Score -2365650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2365652.500000 Penalty: 3325.423340
	Iteration 20F: 3 clusters Score -2365652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2365650.250000 Penalty: 3325.423340
	Iteration 21Q: 3 clusters Score -2365650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2365650.500000 Penalty: 3325.423340
	Iteration 22Q: 3 clusters Score -2365650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2365651.250000 Penalty: 3325.423340
	Iteration 23Q: 3 clusters Score -2365651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2365650.750000 Penalty: 3325.423340
	Iteration 24Q: 3 clusters Score -2365651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2365653.250000 Penalty: 3325.423340
	Iteration 25Q: 3 clusters Score -2365653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2365654.000000 Penalty: 3325.423340
	Iteration 26Q: 3 clusters Score -2365654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2365654.000000 Penalty: 3325.423340
	Iteration 27F: 3 clusters Score -2365654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -325098.875000 Penalty: 1344.914185
	Iteration 0F: 2 clusters Score -325098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -321771.187500 Penalty: 2689.828369
	Iteration 0F: 3 clusters Score -321771.2 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -322727.218750 Penalty: 2689.828369
	Iteration 1F: 3 clusters Score -322727.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -322959.718750 Penalty: 2689.828369
	Iteration 2F: 3 clusters Score -322959.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -323134.062500 Penalty: 2689.828369
	Iteration 3F: 3 clusters Score -323134.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -323273.312500 Penalty: 2689.828369
	Iteration 4F: 3 clusters Score -323273.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -323399.125000 Penalty: 2689.828369
	Iteration 5Q: 3 clusters Score -323399.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -323510.531250 Penalty: 2689.828369
	Iteration 6Q: 3 clusters Score -323510.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -323614.937500 Penalty: 2689.828369
	Iteration 7Q: 3 clusters Score -323614.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -323711.312500 Penalty: 2689.828369
	Iteration 8Q: 3 clusters Score -323711.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -323799.187500 Penalty: 2689.828369
	Iteration 9Q: 3 clusters Score -323799.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -323896.656250 Penalty: 2689.828369
	Iteration 10Q: 3 clusters Score -323896.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -323965.781250 Penalty: 2689.828369
	Iteration 11Q: 3 clusters Score -323965.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -324018.656250 Penalty: 2689.828369
	Iteration 12Q: 3 clusters Score -324018.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -324059.906250 Penalty: 2689.828369
	Iteration 13Q: 3 clusters Score -324059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -324085.562500 Penalty: 2689.828369
	Iteration 14Q: 3 clusters Score -324085.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -324098.906250 Penalty: 2689.828369
	Iteration 15Q: 3 clusters Score -324098.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -324107.937500 Penalty: 2689.828369
	Iteration 16Q: 3 clusters Score -324107.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -324113.437500 Penalty: 2689.828369
	Iteration 17Q: 3 clusters Score -324113.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -324118.687500 Penalty: 2689.828369
	Iteration 18Q: 3 clusters Score -324118.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -324123.437500 Penalty: 2689.828369
	Iteration 19Q: 3 clusters Score -324123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -324127.937500 Penalty: 2689.828369
	Iteration 20F: 3 clusters Score -324127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -324130.093750 Penalty: 2689.828369
	Iteration 21Q: 3 clusters Score -324130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -324132.750000 Penalty: 2689.828369
	Iteration 22Q: 3 clusters Score -324132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -324133.843750 Penalty: 2689.828369
	Iteration 23Q: 3 clusters Score -324133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -324134.843750 Penalty: 2689.828369
	Iteration 24Q: 3 clusters Score -324134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -324136.187500 Penalty: 2689.828369
	Iteration 25Q: 3 clusters Score -324136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324137.500000 Penalty: 2689.828369
	Iteration 26Q: 3 clusters Score -324137.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -324137.875000 Penalty: 2689.828369
	Iteration 27Q: 3 clusters Score -324137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -324138.218750 Penalty: 2689.828369
	Iteration 28Q: 3 clusters Score -324138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -324138.218750 Penalty: 2689.828369
	Iteration 29F: 3 clusters Score -324138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -337411.937500 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -337411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -334071.718750 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -334071.7 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -334930.312500 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -334930.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -335117.156250 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -335117.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -335259.468750 Penalty: 2697.348877
	Iteration 3F: 3 clusters Score -335259.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -335368.875000 Penalty: 2697.348877
	Iteration 4Q: 3 clusters Score -335368.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -335462.156250 Penalty: 2697.348877
	Iteration 5Q: 3 clusters Score -335462.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -335535.218750 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -335535.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -335589.531250 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -335589.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -335634.093750 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -335634.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -335675.906250 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -335675.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -335716.906250 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -335716.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -335765.000000 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -335765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -335808.312500 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -335808.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335859.500000 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -335859.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -335899.906250 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -335899.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -335935.406250 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -335935.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -335961.093750 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -335961.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -335983.218750 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -335983.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -336003.750000 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -336003.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -336026.437500 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -336026.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -336049.093750 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -336049.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -336074.062500 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -336074.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -336090.500000 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -336090.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -336105.312500 Penalty: 2697.348877
	Iteration 23Q: 3 clusters Score -336105.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -336119.125000 Penalty: 2697.348877
	Iteration 24Q: 3 clusters Score -336119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -336133.875000 Penalty: 2697.348877
	Iteration 25Q: 3 clusters Score -336133.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -336151.406250 Penalty: 2697.348877
	Iteration 26Q: 3 clusters Score -336151.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -336165.531250 Penalty: 2697.348877
	Iteration 27Q: 3 clusters Score -336165.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -336175.406250 Penalty: 2697.348877
	Iteration 28Q: 3 clusters Score -336175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -336183.968750 Penalty: 2697.348877
	Iteration 29Q: 3 clusters Score -336184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -336192.062500 Penalty: 2697.348877
	Iteration 30Q: 3 clusters Score -336192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -336199.375000 Penalty: 2697.348877
	Iteration 31Q: 3 clusters Score -336199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -336205.687500 Penalty: 2697.348877
	Iteration 32Q: 3 clusters Score -336205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -336212.750000 Penalty: 2697.348877
	Iteration 33Q: 3 clusters Score -336212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -336220.750000 Penalty: 2697.348877
	Iteration 34Q: 3 clusters Score -336220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -336225.562500 Penalty: 2697.348877
	Iteration 35Q: 3 clusters Score -336225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -336229.562500 Penalty: 2697.348877
	Iteration 36Q: 3 clusters Score -336229.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -336234.531250 Penalty: 2697.348877
	Iteration 37Q: 3 clusters Score -336234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -336239.187500 Penalty: 2697.348877
	Iteration 38Q: 3 clusters Score -336239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -336242.750000 Penalty: 2697.348877
	Iteration 39Q: 3 clusters Score -336242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -336248.000000 Penalty: 2697.348877
	Iteration 40F: 3 clusters Score -336248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -336252.500000 Penalty: 2697.348877
	Iteration 41Q: 3 clusters Score -336252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -336256.437500 Penalty: 2697.348877
	Iteration 42Q: 3 clusters Score -336256.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -336258.125000 Penalty: 2697.348877
	Iteration 43Q: 3 clusters Score -336258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -336261.750000 Penalty: 2697.348877
	Iteration 44Q: 3 clusters Score -336261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -336264.406250 Penalty: 2697.348877
	Iteration 45Q: 3 clusters Score -336264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -336265.781250 Penalty: 2697.348877
	Iteration 46Q: 3 clusters Score -336265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -336268.875000 Penalty: 2697.348877
	Iteration 47Q: 3 clusters Score -336268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -336272.625000 Penalty: 2697.348877
	Iteration 48Q: 3 clusters Score -336272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -336274.875000 Penalty: 2697.348877
	Iteration 49Q: 3 clusters Score -336274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -336276.937500 Penalty: 2697.348877
	Iteration 50Q: 3 clusters Score -336276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -336279.812500 Penalty: 2697.348877
	Iteration 51Q: 3 clusters Score -336279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -336283.125000 Penalty: 2697.348877
	Iteration 52Q: 3 clusters Score -336283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -336286.062500 Penalty: 2697.348877
	Iteration 53Q: 3 clusters Score -336286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -336287.562500 Penalty: 2697.348877
	Iteration 54Q: 3 clusters Score -336287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -336290.375000 Penalty: 2697.348877
	Iteration 55Q: 3 clusters Score -336290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -336293.218750 Penalty: 2697.348877
	Iteration 56Q: 3 clusters Score -336293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -336293.968750 Penalty: 2697.348877
	Iteration 57Q: 3 clusters Score -336294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -336293.718750 Penalty: 2697.348877
	Iteration 58Q: 3 clusters Score -336293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -336293.718750 Penalty: 2697.348877
	Iteration 59F: 3 clusters Score -336293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Entering Unmasked Estep 
Score: -1835738.875000 Penalty: 1621.378418
	Iteration 0F: 2 clusters Score -1835739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1821086.125000 Penalty: 3242.756836
	Iteration 0F: 3 clusters Score -1821086 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1826379.125000 Penalty: 3242.756836
	Iteration 1F: 3 clusters Score -1826379 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1826716.375000 Penalty: 3242.756836
	Iteration 2Q: 3 clusters Score -1826716 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1827067.125000 Penalty: 3242.756836
	Iteration 3Q: 3 clusters Score -1827067 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1827470.625000 Penalty: 3242.756836
	Iteration 4Q: 3 clusters Score -1827471 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1827935.625000 Penalty: 3242.756836
	Iteration 5Q: 3 clusters Score -1827936 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1828485.250000 Penalty: 3242.756836
	Iteration 6Q: 3 clusters Score -1828485 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1829132.625000 Penalty: 3242.756836
	Iteration 7F: 3 clusters Score -1829133 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1829787.625000 Penalty: 3242.756836
	Iteration 8F: 3 clusters Score -1829788 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1830450.250000 Penalty: 3242.756836
	Iteration 9F: 3 clusters Score -1830450 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1831059.500000 Penalty: 3242.756836
	Iteration 10Q: 3 clusters Score -1831060 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1831575.375000 Penalty: 3242.756836
	Iteration 11Q: 3 clusters Score -1831575 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1831972.500000 Penalty: 3242.756836
	Iteration 12Q: 3 clusters Score -1831972 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1832261.125000 Penalty: 3242.756836
	Iteration 13Q: 3 clusters Score -1832261 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1832490.250000 Penalty: 3242.756836
	Iteration 14Q: 3 clusters Score -1832490 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1832616.500000 Penalty: 3242.756836
	Iteration 15Q: 3 clusters Score -1832616 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1832703.625000 Penalty: 3242.756836
	Iteration 16Q: 3 clusters Score -1832704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1832769.375000 Penalty: 3242.756836
	Iteration 17Q: 3 clusters Score -1832769 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1832828.500000 Penalty: 3242.756836
	Iteration 18Q: 3 clusters Score -1832828 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1832879.625000 Penalty: 3242.756836
	Iteration 19Q: 3 clusters Score -1832880 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1832906.375000 Penalty: 3242.756836
	Iteration 20F: 3 clusters Score -1832906 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1832941.875000 Penalty: 3242.756836
	Iteration 21Q: 3 clusters Score -1832942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1832966.375000 Penalty: 3242.756836
	Iteration 22Q: 3 clusters Score -1832966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1832990.000000 Penalty: 3242.756836
	Iteration 23Q: 3 clusters Score -1832990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1833008.875000 Penalty: 3242.756836
	Iteration 24Q: 3 clusters Score -1833009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1833025.750000 Penalty: 3242.756836
	Iteration 25Q: 3 clusters Score -1833026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1833054.250000 Penalty: 3242.756836
	Iteration 26Q: 3 clusters Score -1833054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1833080.875000 Penalty: 3242.756836
	Iteration 27Q: 3 clusters Score -1833081 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1833114.875000 Penalty: 3242.756836
	Iteration 28Q: 3 clusters Score -1833115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1833144.375000 Penalty: 3242.756836
	Iteration 29Q: 3 clusters Score -1833144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1833171.125000 Penalty: 3242.756836
	Iteration 30Q: 3 clusters Score -1833171 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1833208.000000 Penalty: 3242.756836
	Iteration 31Q: 3 clusters Score -1833208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1833231.000000 Penalty: 3242.756836
	Iteration 32Q: 3 clusters Score -1833231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1833251.875000 Penalty: 3242.756836
	Iteration 33Q: 3 clusters Score -1833252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1833272.250000 Penalty: 3242.756836
	Iteration 34Q: 3 clusters Score -1833272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1833301.500000 Penalty: 3242.756836
	Iteration 35Q: 3 clusters Score -1833302 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1833334.625000 Penalty: 3242.756836
	Iteration 36Q: 3 clusters Score -1833335 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1833365.750000 Penalty: 3242.756836
	Iteration 37Q: 3 clusters Score -1833366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1833404.875000 Penalty: 3242.756836
	Iteration 38Q: 3 clusters Score -1833405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1833455.375000 Penalty: 3242.756836
	Iteration 39Q: 3 clusters Score -1833455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1833495.250000 Penalty: 3242.756836
	Iteration 40F: 3 clusters Score -1833495 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1833552.375000 Penalty: 3242.756836
	Iteration 41Q: 3 clusters Score -1833552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1833599.375000 Penalty: 3242.756836
	Iteration 42Q: 3 clusters Score -1833599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1833635.375000 Penalty: 3242.756836
	Iteration 43Q: 3 clusters Score -1833635 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1833679.750000 Penalty: 3242.756836
	Iteration 44Q: 3 clusters Score -1833680 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1833712.125000 Penalty: 3242.756836
	Iteration 45Q: 3 clusters Score -1833712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1833755.125000 Penalty: 3242.756836
	Iteration 46Q: 3 clusters Score -1833755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1833793.500000 Penalty: 3242.756836
	Iteration 47Q: 3 clusters Score -1833794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1833820.750000 Penalty: 3242.756836
	Iteration 48Q: 3 clusters Score -1833821 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1833859.375000 Penalty: 3242.756836
	Iteration 49Q: 3 clusters Score -1833859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1833895.500000 Penalty: 3242.756836
	Iteration 50Q: 3 clusters Score -1833896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1833921.625000 Penalty: 3242.756836
	Iteration 51Q: 3 clusters Score -1833922 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1833951.500000 Penalty: 3242.756836
	Iteration 52Q: 3 clusters Score -1833952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1833971.625000 Penalty: 3242.756836
	Iteration 53Q: 3 clusters Score -1833972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1833997.250000 Penalty: 3242.756836
	Iteration 54Q: 3 clusters Score -1833997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1834029.875000 Penalty: 3242.756836
	Iteration 55Q: 3 clusters Score -1834030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1834047.875000 Penalty: 3242.756836
	Iteration 56Q: 3 clusters Score -1834048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1834064.000000 Penalty: 3242.756836
	Iteration 57Q: 3 clusters Score -1834064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1834081.000000 Penalty: 3242.756836
	Iteration 58Q: 3 clusters Score -1834081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1834099.125000 Penalty: 3242.756836
	Iteration 59Q: 3 clusters Score -1834099 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1834112.625000 Penalty: 3242.756836
	Iteration 60F: 3 clusters Score -1834113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1834129.500000 Penalty: 3242.756836
	Iteration 61Q: 3 clusters Score -1834130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1834155.875000 Penalty: 3242.756836
	Iteration 62Q: 3 clusters Score -1834156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1834174.750000 Penalty: 3242.756836
	Iteration 63Q: 3 clusters Score -1834175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1834189.375000 Penalty: 3242.756836
	Iteration 64Q: 3 clusters Score -1834189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1834203.625000 Penalty: 3242.756836
	Iteration 65Q: 3 clusters Score -1834204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1834219.875000 Penalty: 3242.756836
	Iteration 66Q: 3 clusters Score -1834220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1834229.500000 Penalty: 3242.756836
	Iteration 67Q: 3 clusters Score -1834230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1834242.500000 Penalty: 3242.756836
	Iteration 68Q: 3 clusters Score -1834242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1834257.500000 Penalty: 3242.756836
	Iteration 69Q: 3 clusters Score -1834258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1834268.000000 Penalty: 3242.756836
	Iteration 70Q: 3 clusters Score -1834268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1834276.500000 Penalty: 3242.756836
	Iteration 71Q: 3 clusters Score -1834276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1834284.875000 Penalty: 3242.756836
	Iteration 72Q: 3 clusters Score -1834285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1834286.625000 Penalty: 3242.756836
	Iteration 73Q: 3 clusters Score -1834287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1834288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1834299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1834303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1834307.000000 Penalty: 3242.756836
	Iteration 77Q: 3 clusters Score -1834307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1834307.875000 Penalty: 3242.756836
	Iteration 78Q: 3 clusters Score -1834308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1834308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1834312.750000 Penalty: 3242.756836
	Iteration 80F: 3 clusters Score -1834313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1834315.875000 Penalty: 3242.756836
	Iteration 81Q: 3 clusters Score -1834316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1834320.125000 Penalty: 3242.756836
	Iteration 82Q: 3 clusters Score -1834320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1834319.625000 Penalty: 3242.756836
	Iteration 83Q: 3 clusters Score -1834320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1834322.250000 Penalty: 3242.756836
	Iteration 84Q: 3 clusters Score -1834322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1834327.750000 Penalty: 3242.756836
	Iteration 85Q: 3 clusters Score -1834328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1834330.625000 Penalty: 3242.756836
	Iteration 86Q: 3 clusters Score -1834331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1834336.000000 Penalty: 3242.756836
	Iteration 87Q: 3 clusters Score -1834336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1834341.500000 Penalty: 3242.756836
	Iteration 88Q: 3 clusters Score -1834342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1834339.750000 Penalty: 3242.756836
	Iteration 89Q: 3 clusters Score -1834340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1834344.500000 Penalty: 3242.756836
	Iteration 90Q: 3 clusters Score -1834344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1834344.875000 Penalty: 3242.756836
	Iteration 91Q: 3 clusters Score -1834345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1834349.375000 Penalty: 3242.756836
	Iteration 92Q: 3 clusters Score -1834349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1834348.000000 Penalty: 3242.756836
	Iteration 93Q: 3 clusters Score -1834348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1834352.625000 Penalty: 3242.756836
	Iteration 94Q: 3 clusters Score -1834353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1834354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1834357.375000 Penalty: 3242.756836
	Iteration 96Q: 3 clusters Score -1834357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1834365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1834368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1834365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1834368.125000 Penalty: 3242.756836
	Iteration 100F: 3 clusters Score -1834368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1834373.375000 Penalty: 3242.756836
	Iteration 101Q: 3 clusters Score -1834373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1834379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1834376.000000 Penalty: 3242.756836
	Iteration 103Q: 3 clusters Score -1834376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1834381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1834376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1834377.875000 Penalty: 3242.756836
	Iteration 106Q: 3 clusters Score -1834378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1834379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1834382.500000 Penalty: 3242.756836
	Iteration 108Q: 3 clusters Score -1834382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1834387.500000 Penalty: 3242.756836
	Iteration 109Q: 3 clusters Score -1834388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1834389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1834390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1834393.875000 Penalty: 3242.756836
	Iteration 112Q: 3 clusters Score -1834394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1834400.000000 Penalty: 3242.756836
	Iteration 113Q: 3 clusters Score -1834400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1834404.625000 Penalty: 3242.756836
	Iteration 114Q: 3 clusters Score -1834405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1834411.000000 Penalty: 3242.756836
	Iteration 115Q: 3 clusters Score -1834411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1834415.125000 Penalty: 3242.756836
	Iteration 116Q: 3 clusters Score -1834415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1834416.375000 Penalty: 3242.756836
	Iteration 117Q: 3 clusters Score -1834416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1834417.625000 Penalty: 3242.756836
	Iteration 118Q: 3 clusters Score -1834418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1834421.500000 Penalty: 3242.756836
	Iteration 119Q: 3 clusters Score -1834422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1834421.000000 Penalty: 3242.756836
	Iteration 120F: 3 clusters Score -1834421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1834427.250000 Penalty: 3242.756836
	Iteration 121Q: 3 clusters Score -1834427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1834428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1834424.250000 Penalty: 3242.756836
	Iteration 123Q: 3 clusters Score -1834424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1834427.875000 Penalty: 3242.756836
	Iteration 124Q: 3 clusters Score -1834428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1834431.875000 Penalty: 3242.756836
	Iteration 125Q: 3 clusters Score -1834432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1834436.750000 Penalty: 3242.756836
	Iteration 126Q: 3 clusters Score -1834437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1834444.375000 Penalty: 3242.756836
	Iteration 127Q: 3 clusters Score -1834444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1834445.500000 Penalty: 3242.756836
	Iteration 128Q: 3 clusters Score -1834446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1834455.250000 Penalty: 3242.756836
	Iteration 129Q: 3 clusters Score -1834455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1834460.375000 Penalty: 3242.756836
	Iteration 130Q: 3 clusters Score -1834460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1834472.125000 Penalty: 3242.756836
	Iteration 131Q: 3 clusters Score -1834472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1834472.500000 Penalty: 3242.756836
	Iteration 132Q: 3 clusters Score -1834472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1834476.375000 Penalty: 3242.756836
	Iteration 133Q: 3 clusters Score -1834476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1834482.250000 Penalty: 3242.756836
	Iteration 134Q: 3 clusters Score -1834482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1834484.875000 Penalty: 3242.756836
	Iteration 135Q: 3 clusters Score -1834485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1834494.875000 Penalty: 3242.756836
	Iteration 136Q: 3 clusters Score -1834495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1834499.375000 Penalty: 3242.756836
	Iteration 137Q: 3 clusters Score -1834499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1834504.250000 Penalty: 3242.756836
	Iteration 138Q: 3 clusters Score -1834504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1834503.750000 Penalty: 3242.756836
	Iteration 139Q: 3 clusters Score -1834504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1834514.750000 Penalty: 3242.756836
	Iteration 140F: 3 clusters Score -1834515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1834520.250000 Penalty: 3242.756836
	Iteration 141Q: 3 clusters Score -1834520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1834521.750000 Penalty: 3242.756836
	Iteration 142Q: 3 clusters Score -1834522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1834523.000000 Penalty: 3242.756836
	Iteration 143Q: 3 clusters Score -1834523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1834523.875000 Penalty: 3242.756836
	Iteration 144Q: 3 clusters Score -1834524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1834532.000000 Penalty: 3242.756836
	Iteration 145Q: 3 clusters Score -1834532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1834535.250000 Penalty: 3242.756836
	Iteration 146Q: 3 clusters Score -1834535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1834539.875000 Penalty: 3242.756836
	Iteration 147Q: 3 clusters Score -1834540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1834542.250000 Penalty: 3242.756836
	Iteration 148Q: 3 clusters Score -1834542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1834543.250000 Penalty: 3242.756836
	Iteration 149Q: 3 clusters Score -1834543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1834547.375000 Penalty: 3242.756836
	Iteration 150Q: 3 clusters Score -1834547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1834550.375000 Penalty: 3242.756836
	Iteration 151Q: 3 clusters Score -1834550 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1834551.875000 Penalty: 3242.756836
	Iteration 152Q: 3 clusters Score -1834552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1834553.750000 Penalty: 3242.756836
	Iteration 153Q: 3 clusters Score -1834554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1834555.000000 Penalty: 3242.756836
	Iteration 154Q: 3 clusters Score -1834555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1834558.500000 Penalty: 3242.756836
	Iteration 155Q: 3 clusters Score -1834558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1834566.000000 Penalty: 3242.756836
	Iteration 156Q: 3 clusters Score -1834566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1834560.625000 Penalty: 3242.756836
	Iteration 157Q: 3 clusters Score -1834561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1834560.375000 Penalty: 3242.756836
	Iteration 158Q: 3 clusters Score -1834560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1834563.125000 Penalty: 3242.756836
	Iteration 159Q: 3 clusters Score -1834563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1834563.375000 Penalty: 3242.756836
	Iteration 160F: 3 clusters Score -1834563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1834565.125000 Penalty: 3242.756836
	Iteration 161Q: 3 clusters Score -1834565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1834564.625000 Penalty: 3242.756836
	Iteration 162Q: 3 clusters Score -1834565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1834565.750000 Penalty: 3242.756836
	Iteration 163Q: 3 clusters Score -1834566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1834566.625000 Penalty: 3242.756836
	Iteration 164Q: 3 clusters Score -1834567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1834567.125000 Penalty: 3242.756836
	Iteration 165Q: 3 clusters Score -1834567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1834562.250000 Penalty: 3242.756836
	Iteration 166Q: 3 clusters Score -1834562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1834564.375000 Penalty: 3242.756836
	Iteration 167Q: 3 clusters Score -1834564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1834565.500000 Penalty: 3242.756836
	Iteration 168Q: 3 clusters Score -1834566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1834566.125000 Penalty: 3242.756836
	Iteration 169Q: 3 clusters Score -1834566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -1834568.375000 Penalty: 3242.756836
	Iteration 170Q: 3 clusters Score -1834568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1834564.000000 Penalty: 3242.756836
	Iteration 171Q: 3 clusters Score -1834564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1834564.250000 Penalty: 3242.756836
	Iteration 172Q: 3 clusters Score -1834564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1834563.750000 Penalty: 3242.756836
	Iteration 173Q: 3 clusters Score -1834564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1834567.250000 Penalty: 3242.756836
	Iteration 174Q: 3 clusters Score -1834567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1834569.125000 Penalty: 3242.756836
	Iteration 175Q: 3 clusters Score -1834569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1834565.625000 Penalty: 3242.756836
	Iteration 176Q: 3 clusters Score -1834566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1834568.875000 Penalty: 3242.756836
	Iteration 177Q: 3 clusters Score -1834569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1834567.625000 Penalty: 3242.756836
	Iteration 178Q: 3 clusters Score -1834568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1834571.000000 Penalty: 3242.756836
	Iteration 179Q: 3 clusters Score -1834571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1834571.375000 Penalty: 3242.756836
	Iteration 180F: 3 clusters Score -1834571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -1834573.000000 Penalty: 3242.756836
	Iteration 181Q: 3 clusters Score -1834573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1834571.500000 Penalty: 3242.756836
	Iteration 182Q: 3 clusters Score -1834572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1834573.250000 Penalty: 3242.756836
	Iteration 183Q: 3 clusters Score -1834573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1834572.500000 Penalty: 3242.756836
	Iteration 184Q: 3 clusters Score -1834572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1834572.875000 Penalty: 3242.756836
	Iteration 185Q: 3 clusters Score -1834573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1834573.000000 Penalty: 3242.756836
	Iteration 186Q: 3 clusters Score -1834573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -1834573.750000 Penalty: 3242.756836
	Iteration 187Q: 3 clusters Score -1834574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1834573.250000 Penalty: 3242.756836
	Iteration 188Q: 3 clusters Score -1834573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1834574.375000 Penalty: 3242.756836
	Iteration 189Q: 3 clusters Score -1834574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1834573.750000 Penalty: 3242.756836
	Iteration 190Q: 3 clusters Score -1834574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1834576.250000 Penalty: 3242.756836
	Iteration 191Q: 3 clusters Score -1834576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1834579.375000 Penalty: 3242.756836
	Iteration 192Q: 3 clusters Score -1834579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1834579.750000 Penalty: 3242.756836
	Iteration 193Q: 3 clusters Score -1834580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1834579.500000 Penalty: 3242.756836
	Iteration 194Q: 3 clusters Score -1834580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1834578.625000 Penalty: 3242.756836
	Iteration 195Q: 3 clusters Score -1834579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1834580.625000 Penalty: 3242.756836
	Iteration 196Q: 3 clusters Score -1834581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1834579.500000 Penalty: 3242.756836
	Iteration 197Q: 3 clusters Score -1834580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1834579.500000 Penalty: 3242.756836
	Iteration 198F: 3 clusters Score -1834580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -318519.687500 Penalty: 1365.617676
	Iteration 0F: 2 clusters Score -318519.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -315052.312500 Penalty: 2731.235352
	Iteration 0F: 3 clusters Score -315052.3 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -316548.375000 Penalty: 2731.235352
	Iteration 1F: 3 clusters Score -316548.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -317157.812500 Penalty: 2731.235352
	Iteration 2F: 3 clusters Score -317157.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -317545.750000 Penalty: 2731.235352
	Iteration 3F: 3 clusters Score -317545.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -317728.656250 Penalty: 2731.235352
	Iteration 4F: 3 clusters Score -317728.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -317827.250000 Penalty: 2731.235352
	Iteration 5Q: 3 clusters Score -317827.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -317901.156250 Penalty: 2731.235352
	Iteration 6Q: 3 clusters Score -317901.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -317961.843750 Penalty: 2731.235352
	Iteration 7Q: 3 clusters Score -317961.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -318008.375000 Penalty: 2731.235352
	Iteration 8Q: 3 clusters Score -318008.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -318042.750000 Penalty: 2731.235352
	Iteration 9Q: 3 clusters Score -318042.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -318073.062500 Penalty: 2731.235352
	Iteration 10Q: 3 clusters Score -318073.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -318097.437500 Penalty: 2731.235352
	Iteration 11Q: 3 clusters Score -318097.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -318126.468750 Penalty: 2731.235352
	Iteration 12Q: 3 clusters Score -318126.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -318145.750000 Penalty: 2731.235352
	Iteration 13Q: 3 clusters Score -318145.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -318164.468750 Penalty: 2731.235352
	Iteration 14Q: 3 clusters Score -318164.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -318184.218750 Penalty: 2731.235352
	Iteration 15Q: 3 clusters Score -318184.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -318198.750000 Penalty: 2731.235352
	Iteration 16Q: 3 clusters Score -318198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -318208.687500 Penalty: 2731.235352
	Iteration 17Q: 3 clusters Score -318208.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -318220.187500 Penalty: 2731.235352
	Iteration 18Q: 3 clusters Score -318220.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -318233.687500 Penalty: 2731.235352
	Iteration 19Q: 3 clusters Score -318233.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -318244.593750 Penalty: 2731.235352
	Iteration 20F: 3 clusters Score -318244.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -318255.687500 Penalty: 2731.235352
	Iteration 21Q: 3 clusters Score -318255.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -318266.187500 Penalty: 2731.235352
	Iteration 22Q: 3 clusters Score -318266.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -318273.625000 Penalty: 2731.235352
	Iteration 23Q: 3 clusters Score -318273.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -318279.281250 Penalty: 2731.235352
	Iteration 24Q: 3 clusters Score -318279.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -318283.625000 Penalty: 2731.235352
	Iteration 25Q: 3 clusters Score -318283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -318288.218750 Penalty: 2731.235352
	Iteration 26Q: 3 clusters Score -318288.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -318294.250000 Penalty: 2731.235352
	Iteration 27Q: 3 clusters Score -318294.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -318302.218750 Penalty: 2731.235352
	Iteration 28Q: 3 clusters Score -318302.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -318310.500000 Penalty: 2731.235352
	Iteration 29Q: 3 clusters Score -318310.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -318317.343750 Penalty: 2731.235352
	Iteration 30Q: 3 clusters Score -318317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -318321.718750 Penalty: 2731.235352
	Iteration 31Q: 3 clusters Score -318321.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -318326.343750 Penalty: 2731.235352
	Iteration 32Q: 3 clusters Score -318326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -318331.343750 Penalty: 2731.235352
	Iteration 33Q: 3 clusters Score -318331.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -318336.718750 Penalty: 2731.235352
	Iteration 34Q: 3 clusters Score -318336.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -318344.687500 Penalty: 2731.235352
	Iteration 35Q: 3 clusters Score -318344.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -318356.937500 Penalty: 2731.235352
	Iteration 36Q: 3 clusters Score -318356.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -318366.468750 Penalty: 2731.235352
	Iteration 37Q: 3 clusters Score -318366.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -318371.500000 Penalty: 2731.235352
	Iteration 38Q: 3 clusters Score -318371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -318376.625000 Penalty: 2731.235352
	Iteration 39Q: 3 clusters Score -318376.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -318381.312500 Penalty: 2731.235352
	Iteration 40F: 3 clusters Score -318381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -318383.968750 Penalty: 2731.235352
	Iteration 41Q: 3 clusters Score -318384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -318386.718750 Penalty: 2731.235352
	Iteration 42Q: 3 clusters Score -318386.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -318388.468750 Penalty: 2731.235352
	Iteration 43Q: 3 clusters Score -318388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -318387.750000 Penalty: 2731.235352
	Iteration 44Q: 3 clusters Score -318387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -318389.593750 Penalty: 2731.235352
	Iteration 45Q: 3 clusters Score -318389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -318389.750000 Penalty: 2731.235352
	Iteration 46Q: 3 clusters Score -318389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -318390.500000 Penalty: 2731.235352
	Iteration 47Q: 3 clusters Score -318390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -318390.562500 Penalty: 2731.235352
	Iteration 48Q: 3 clusters Score -318390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -318391.687500 Penalty: 2731.235352
	Iteration 49Q: 3 clusters Score -318391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -318392.156250 Penalty: 2731.235352
	Iteration 50Q: 3 clusters Score -318392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -318392.281250 Penalty: 2731.235352
	Iteration 51Q: 3 clusters Score -318392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -318392.281250 Penalty: 2731.235352
	Iteration 52F: 3 clusters Score -318392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 159162 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 7107 members 
Mstep: Class 7 contains 10657 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 16872 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 206535 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 1866 members 
Mstep: Class 23 contains 6095 members 
Mstep: Class 24 contains 27780 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21541 members 
Mstep: Class 29 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418328.000000 Penalty: 67481.570312
Iteration 79Q: 32 clusters Score -5.441833e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 3 contains 159311 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 7131 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 16899 members 
Mstep: Class 10 contains 11828 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 206550 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 20600 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 19 contains 7035 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 1873 members 
Mstep: Class 23 contains 6105 members 
Mstep: Class 24 contains 27933 members 
Mstep: Class 25 contains 69529 members 
Mstep: Class 26 contains 3942 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 21543 members 
Mstep: Class 29 contains 4479 members 
Mstep: Class 30 contains 1884 members 
Mstep: Class 31 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419400.000000 Penalty: 67481.570312
Iteration 80F: 32 clusters Score -5.44194e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 159227 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 11810 members 
Mstep: Class 11 contains 2540 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 206510 members 
Mstep: Class 14 contains 12839 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20422 members 
Mstep: Class 18 contains 7843 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 4517 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 23 contains 6085 members 
Mstep: Class 24 contains 28041 members 
Mstep: Class 25 contains 69535 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21539 members 
Mstep: Class 29 contains 4455 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419660.000000 Penalty: 67481.570312
Iteration 81Q: 32 clusters Score -5.441966e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 159206 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 6827 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 16888 members 
Mstep: Class 10 contains 11800 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 206493 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20272 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 4502 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 6096 members 
Mstep: Class 24 contains 28130 members 
Mstep: Class 25 contains 69435 members 
Mstep: Class 26 contains 3957 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 21535 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 1936 members 
Mstep: Class 31 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419916.000000 Penalty: 67481.570312
Iteration 82Q: 32 clusters Score -5.441992e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 159202 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 12127 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 10440 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 16885 members 
Mstep: Class 10 contains 11806 members 
Mstep: Class 11 contains 2529 members 
Mstep: Class 12 contains 3619 members 
Mstep: Class 13 contains 206468 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 20121 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 1883 members 
Mstep: Class 23 contains 6127 members 
Mstep: Class 24 contains 28217 members 
Mstep: Class 25 contains 69308 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 4022 members 
Mstep: Class 28 contains 21537 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 1950 members 
Mstep: Class 31 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420108.000000 Penalty: 67481.570312
Iteration 83Q: 32 clusters Score -5.442011e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 159195 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 12089 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 8 contains 7993 members 
Mstep: Class 9 contains 16884 members 
Mstep: Class 10 contains 11814 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 3632 members 
Mstep: Class 13 contains 206436 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 19981 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 28321 members 
Mstep: Class 25 contains 69192 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 21543 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 1966 members 
Mstep: Class 31 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420344.000000 Penalty: 67481.570312
Iteration 84Q: 32 clusters Score -5.442034e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 159173 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 12053 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 10386 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 16891 members 
Mstep: Class 10 contains 11816 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 3649 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 19855 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 4468 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 6181 members 
Mstep: Class 24 contains 28413 members 
Mstep: Class 25 contains 69064 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21545 members 
Mstep: Class 29 contains 4392 members 
Mstep: Class 30 contains 1973 members 
Mstep: Class 31 contains 3664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420472.000000 Penalty: 67481.570312
Iteration 85Q: 32 clusters Score -5.442047e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 159170 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 6527 members 
Mstep: Class 7 contains 10355 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 11817 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 206370 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 19718 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 1896 members 
Mstep: Class 23 contains 6217 members 
Mstep: Class 24 contains 28494 members 
Mstep: Class 25 contains 68941 members 
Mstep: Class 26 contains 3968 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21545 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 1981 members 
Mstep: Class 31 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420800.000000 Penalty: 67481.570312
Iteration 86Q: 32 clusters Score -5.44208e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 159156 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 11988 members 
Mstep: Class 6 contains 6480 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16905 members 
Mstep: Class 10 contains 11817 members 
Mstep: Class 11 contains 2497 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 206355 members 
Mstep: Class 14 contains 12783 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19619 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 28572 members 
Mstep: Class 25 contains 68828 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4374 members 
Mstep: Class 30 contains 1986 members 
Mstep: Class 31 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 32 clusters Score -5.442092e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 159129 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 10294 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 16900 members 
Mstep: Class 10 contains 11819 members 
Mstep: Class 11 contains 2486 members 
Mstep: Class 12 contains 3717 members 
Mstep: Class 13 contains 206352 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 19528 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 1903 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 28659 members 
Mstep: Class 25 contains 68691 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 4369 members 
Mstep: Class 30 contains 1993 members 
Mstep: Class 31 contains 3846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421092.000000 Penalty: 67481.570312
Iteration 88Q: 32 clusters Score -5.442109e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 159109 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 11953 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 10263 members 
Mstep: Class 8 contains 7993 members 
Mstep: Class 9 contains 16885 members 
Mstep: Class 10 contains 11824 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 206349 members 
Mstep: Class 14 contains 12762 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19458 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 28734 members 
Mstep: Class 25 contains 68558 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 21554 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 1996 members 
Mstep: Class 31 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421332.000000 Penalty: 67481.570312
Iteration 89Q: 32 clusters Score -5.442133e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 159088 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 7990 members 
Mstep: Class 9 contains 16884 members 
Mstep: Class 10 contains 11825 members 
Mstep: Class 11 contains 2476 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 206347 members 
Mstep: Class 14 contains 12752 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19386 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 28798 members 
Mstep: Class 25 contains 68440 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 4019 members 
Mstep: Class 28 contains 21558 members 
Mstep: Class 29 contains 4348 members 
Mstep: Class 30 contains 1998 members 
Mstep: Class 31 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 32 clusters Score -5.442136e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 159061 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 11944 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 7986 members 
Mstep: Class 9 contains 16877 members 
Mstep: Class 10 contains 11829 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 206340 members 
Mstep: Class 14 contains 12747 members 
Mstep: Class 15 contains 5828 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19337 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 28851 members 
Mstep: Class 25 contains 68340 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21562 members 
Mstep: Class 29 contains 4342 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 32 clusters Score -5.442146e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 3 contains 159035 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 11939 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 10173 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 11832 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 13 contains 206326 members 
Mstep: Class 14 contains 12742 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19290 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 7085 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 1910 members 
Mstep: Class 23 contains 6358 members 
Mstep: Class 24 contains 28905 members 
Mstep: Class 25 contains 68260 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21567 members 
Mstep: Class 29 contains 4333 members 
Mstep: Class 30 contains 2005 members 
Mstep: Class 31 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421448.000000 Penalty: 67481.570312
Iteration 92Q: 32 clusters Score -5.442145e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 159027 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 11931 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 10153 members 
Mstep: Class 8 contains 7976 members 
Mstep: Class 9 contains 16892 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 3808 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 19249 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 6380 members 
Mstep: Class 24 contains 28947 members 
Mstep: Class 25 contains 68187 members 
Mstep: Class 26 contains 3991 members 
Mstep: Class 27 contains 4018 members 
Mstep: Class 28 contains 21568 members 
Mstep: Class 29 contains 4325 members 
Mstep: Class 30 contains 2010 members 
Mstep: Class 31 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421448.000000 Penalty: 67481.570312
Iteration 93Q: 32 clusters Score -5.442145e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5159 members 
Mstep: Class 3 contains 159011 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 11924 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 11845 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 3826 members 
Mstep: Class 13 contains 206319 members 
Mstep: Class 14 contains 12723 members 
Mstep: Class 15 contains 5839 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 19210 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 2174 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 6387 members 
Mstep: Class 24 contains 28996 members 
Mstep: Class 25 contains 68132 members 
Mstep: Class 26 contains 3994 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21565 members 
Mstep: Class 29 contains 4322 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 32 clusters Score -5.442131e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 159012 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 11912 members 
Mstep: Class 6 contains 6269 members 
Mstep: Class 7 contains 10128 members 
Mstep: Class 8 contains 7967 members 
Mstep: Class 9 contains 16895 members 
Mstep: Class 10 contains 11848 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 3833 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12714 members 
Mstep: Class 15 contains 5841 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19190 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2175 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 6398 members 
Mstep: Class 24 contains 29041 members 
Mstep: Class 25 contains 68065 members 
Mstep: Class 26 contains 3994 members 
Mstep: Class 27 contains 4017 members 
Mstep: Class 28 contains 21564 members 
Mstep: Class 29 contains 4321 members 
Mstep: Class 30 contains 2013 members 
Mstep: Class 31 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 32 clusters Score -5.442138e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 159006 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 11905 members 
Mstep: Class 6 contains 6261 members 
Mstep: Class 7 contains 10126 members 
Mstep: Class 8 contains 7959 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3840 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12704 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19177 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2173 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 29083 members 
Mstep: Class 25 contains 67998 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21566 members 
Mstep: Class 29 contains 4313 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 3924 members 
Entering Unmasked Estep 
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Iteration 96Q: 32 clusters Score -5.44213e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 158996 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 11900 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 10119 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 16905 members 
Mstep: Class 10 contains 11848 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3849 members 
Mstep: Class 13 contains 206319 members 
Mstep: Class 14 contains 12701 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19154 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 2170 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 6406 members 
Mstep: Class 24 contains 29118 members 
Mstep: Class 25 contains 67953 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21565 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 2018 members 
Mstep: Class 31 contains 3926 members 
Entering Unmasked Estep 
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Iteration 97Q: 32 clusters Score -5.442124e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 11889 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11849 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 206314 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 5855 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19134 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 6406 members 
Mstep: Class 24 contains 29140 members 
Mstep: Class 25 contains 67925 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21568 members 
Mstep: Class 29 contains 4309 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 3928 members 
Entering Unmasked Estep 
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Iteration 98Q: 32 clusters Score -5.442136e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 158989 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 11849 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 3867 members 
Mstep: Class 13 contains 206308 members 
Mstep: Class 14 contains 12696 members 
Mstep: Class 15 contains 5863 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19120 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 29151 members 
Mstep: Class 25 contains 67908 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21570 members 
Mstep: Class 29 contains 4309 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 3928 members 
Entering Unmasked Estep 
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Iteration 99Q: 32 clusters Score -5.442132e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 158986 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 11875 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 7947 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 11853 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 3877 members 
Mstep: Class 13 contains 206300 members 
Mstep: Class 14 contains 12695 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 2167 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29165 members 
Mstep: Class 25 contains 67882 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21568 members 
Mstep: Class 29 contains 4308 members 
Mstep: Class 30 contains 2019 members 
Mstep: Class 31 contains 3928 members 
Entering Unmasked Estep 
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Iteration 100F: 32 clusters Score -5.442132e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 10092 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 16908 members 
Mstep: Class 10 contains 11853 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3884 members 
Mstep: Class 13 contains 206297 members 
Mstep: Class 14 contains 12692 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19096 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 6411 members 
Mstep: Class 24 contains 29189 members 
Mstep: Class 25 contains 67855 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4016 members 
Mstep: Class 28 contains 21569 members 
Mstep: Class 29 contains 4306 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3932 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -5.442133e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 158988 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 10089 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 16904 members 
Mstep: Class 10 contains 11853 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 206292 members 
Mstep: Class 14 contains 12688 members 
Mstep: Class 15 contains 5874 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19082 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 2164 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29205 members 
Mstep: Class 25 contains 67834 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4014 members 
Mstep: Class 28 contains 21570 members 
Mstep: Class 29 contains 4303 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3935 members 
Entering Unmasked Estep 
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Iteration 102Q: 32 clusters Score -5.442137e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 10082 members 
Mstep: Class 8 contains 7953 members 
Mstep: Class 9 contains 16909 members 
Mstep: Class 10 contains 11852 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 206281 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 4493 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29230 members 
Mstep: Class 25 contains 67809 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4013 members 
Mstep: Class 28 contains 21570 members 
Mstep: Class 29 contains 4301 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3936 members 
Entering Unmasked Estep 
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Iteration 103Q: 32 clusters Score -5.442131e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5247 members 
Mstep: Class 3 contains 158984 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 10079 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 10 contains 11851 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 206277 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 5883 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 29247 members 
Mstep: Class 25 contains 67776 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21570 members 
Mstep: Class 29 contains 4301 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3938 members 
Entering Unmasked Estep 
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Iteration 104Q: 32 clusters Score -5.442142e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 158975 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 7 contains 10076 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 11847 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 206272 members 
Mstep: Class 14 contains 12686 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 19068 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2159 members 
Mstep: Class 21 contains 4498 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 6412 members 
Mstep: Class 24 contains 29265 members 
Mstep: Class 25 contains 67756 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21571 members 
Mstep: Class 29 contains 4301 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3940 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -5.44214e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 158975 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11836 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 206275 members 
Mstep: Class 14 contains 12684 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 19067 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2158 members 
Mstep: Class 21 contains 4501 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29275 members 
Mstep: Class 25 contains 67741 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21574 members 
Mstep: Class 29 contains 4299 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 106Q: 32 clusters Score -5.442144e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5253 members 
Mstep: Class 3 contains 158975 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11834 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 7951 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 11840 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 206283 members 
Mstep: Class 14 contains 12684 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 19064 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 4504 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 67723 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21575 members 
Mstep: Class 29 contains 4299 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 107Q: 32 clusters Score -5.442144e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 158973 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11833 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 206289 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 5901 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29281 members 
Mstep: Class 25 contains 67708 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21576 members 
Mstep: Class 29 contains 4300 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 108Q: 32 clusters Score -5.442142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 158972 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11833 members 
Mstep: Class 6 contains 6213 members 
Mstep: Class 7 contains 10050 members 
Mstep: Class 8 contains 7963 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 206290 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 917 members 
Mstep: Class 17 contains 19062 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29278 members 
Mstep: Class 25 contains 67701 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21578 members 
Mstep: Class 29 contains 4293 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 109Q: 32 clusters Score -5.442133e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 158974 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 16921 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 206289 members 
Mstep: Class 14 contains 12683 members 
Mstep: Class 15 contains 5907 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29279 members 
Mstep: Class 25 contains 67698 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21578 members 
Mstep: Class 29 contains 4291 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 110Q: 32 clusters Score -5.442133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5256 members 
Mstep: Class 3 contains 158972 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11829 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 16918 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206294 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 5913 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19058 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29279 members 
Mstep: Class 25 contains 67695 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4290 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3942 members 
Entering Unmasked Estep 
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Iteration 111Q: 32 clusters Score -5.442137e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 158969 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 7982 members 
Mstep: Class 9 contains 16914 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206297 members 
Mstep: Class 14 contains 12683 members 
Mstep: Class 15 contains 5916 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19056 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29285 members 
Mstep: Class 25 contains 67688 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 4289 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 112Q: 32 clusters Score -5.442135e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5261 members 
Mstep: Class 3 contains 158971 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 7988 members 
Mstep: Class 9 contains 16908 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206300 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 5917 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19054 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4505 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29287 members 
Mstep: Class 25 contains 67682 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4288 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 113Q: 32 clusters Score -5.442128e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 158970 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11827 members 
Mstep: Class 6 contains 6205 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 7992 members 
Mstep: Class 9 contains 16910 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206301 members 
Mstep: Class 14 contains 12682 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19053 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29290 members 
Mstep: Class 25 contains 67678 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4287 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 114Q: 32 clusters Score -5.442136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 158966 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 6205 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206301 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19048 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29291 members 
Mstep: Class 25 contains 67678 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 4283 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 115Q: 32 clusters Score -5.442133e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 158961 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 6205 members 
Mstep: Class 7 contains 10013 members 
Mstep: Class 8 contains 8014 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206302 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 5920 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19046 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29293 members 
Mstep: Class 25 contains 67676 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4281 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 116Q: 32 clusters Score -5.442134e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 158960 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10010 members 
Mstep: Class 8 contains 8016 members 
Mstep: Class 9 contains 16908 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206304 members 
Mstep: Class 14 contains 12679 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19043 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29294 members 
Mstep: Class 25 contains 67674 members 
Mstep: Class 26 contains 3996 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3943 members 
Entering Unmasked Estep 
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Iteration 117Q: 32 clusters Score -5.442133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 158967 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 11837 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206305 members 
Mstep: Class 14 contains 12679 members 
Mstep: Class 15 contains 5919 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19037 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29292 members 
Mstep: Class 25 contains 67672 members 
Mstep: Class 26 contains 3997 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4277 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421376.000000 Penalty: 67481.570312
Iteration 118Q: 32 clusters Score -5.442138e+07 nChanged 71
Entering ConstructFrom: 
Score: -54421376.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -623583.562500 Penalty: 1443.569092
	Iteration 0F: 2 clusters Score -623583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -618093.875000 Penalty: 2887.138184
	Iteration 0F: 3 clusters Score -618093.9 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -619745.875000 Penalty: 2887.138184
	Iteration 1F: 3 clusters Score -619745.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -619948.875000 Penalty: 2887.138184
	Iteration 2F: 3 clusters Score -619948.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -620085.812500 Penalty: 2887.138184
	Iteration 3Q: 3 clusters Score -620085.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -620199.562500 Penalty: 2887.138184
	Iteration 4Q: 3 clusters Score -620199.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -620309.812500 Penalty: 2887.138184
	Iteration 5Q: 3 clusters Score -620309.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -620427.312500 Penalty: 2887.138184
	Iteration 6Q: 3 clusters Score -620427.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -620547.687500 Penalty: 2887.138184
	Iteration 7Q: 3 clusters Score -620547.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -620672.187500 Penalty: 2887.138184
	Iteration 8Q: 3 clusters Score -620672.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -620810.375000 Penalty: 2887.138184
	Iteration 9Q: 3 clusters Score -620810.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -620997.500000 Penalty: 2887.138184
	Iteration 10Q: 3 clusters Score -620997.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -621191.875000 Penalty: 2887.138184
	Iteration 11Q: 3 clusters Score -621191.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -621410.875000 Penalty: 2887.138184
	Iteration 12Q: 3 clusters Score -621410.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -621648.937500 Penalty: 2887.138184
	Iteration 13Q: 3 clusters Score -621648.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -621842.250000 Penalty: 2887.138184
	Iteration 14Q: 3 clusters Score -621842.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -622002.312500 Penalty: 2887.138184
	Iteration 15Q: 3 clusters Score -622002.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -622113.687500 Penalty: 2887.138184
	Iteration 16Q: 3 clusters Score -622113.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -622183.187500 Penalty: 2887.138184
	Iteration 17Q: 3 clusters Score -622183.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -622230.500000 Penalty: 2887.138184
	Iteration 18Q: 3 clusters Score -622230.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -622252.312500 Penalty: 2887.138184
	Iteration 19Q: 3 clusters Score -622252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -622261.312500 Penalty: 2887.138184
	Iteration 20F: 3 clusters Score -622261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -622268.437500 Penalty: 2887.138184
	Iteration 21Q: 3 clusters Score -622268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -622275.312500 Penalty: 2887.138184
	Iteration 22Q: 3 clusters Score -622275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -622281.437500 Penalty: 2887.138184
	Iteration 23Q: 3 clusters Score -622281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -622289.875000 Penalty: 2887.138184
	Iteration 24Q: 3 clusters Score -622289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -622296.687500 Penalty: 2887.138184
	Iteration 25Q: 3 clusters Score -622296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -622300.937500 Penalty: 2887.138184
	Iteration 26Q: 3 clusters Score -622300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -622309.625000 Penalty: 2887.138184
	Iteration 27Q: 3 clusters Score -622309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -622317.500000 Penalty: 2887.138184
	Iteration 28Q: 3 clusters Score -622317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -622322.937500 Penalty: 2887.138184
	Iteration 29Q: 3 clusters Score -622322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -622324.687500 Penalty: 2887.138184
	Iteration 30Q: 3 clusters Score -622324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -622324.687500 Penalty: 2887.138184
	Iteration 31F: 3 clusters Score -622324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -421158.531250 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -421158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -416970.468750 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -416970.5 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -418189.093750 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -418189.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -418405.593750 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -418405.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -418567.875000 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -418567.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -418755.437500 Penalty: 2785.118896
	Iteration 4F: 3 clusters Score -418755.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -418936.937500 Penalty: 2785.118896
	Iteration 5Q: 3 clusters Score -418936.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -419121.437500 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -419121.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -419283.062500 Penalty: 2785.118896
	Iteration 7Q: 3 clusters Score -419283.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -419478.281250 Penalty: 2785.118896
	Iteration 8Q: 3 clusters Score -419478.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -419701.656250 Penalty: 2785.118896
	Iteration 9Q: 3 clusters Score -419701.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -419911.531250 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -419911.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -420088.812500 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -420088.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -420227.906250 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -420227.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -420353.812500 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -420353.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -420440.343750 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -420440.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -420507.968750 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -420508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -420538.687500 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -420538.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -420554.343750 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -420554.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -420564.625000 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -420564.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -420568.468750 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -420568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -420572.625000 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -420572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -420576.281250 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -420576.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -420581.093750 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -420581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -420582.343750 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -420582.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -420584.062500 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -420584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -420585.031250 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -420585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -420584.437500 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -420584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420585.187500 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -420585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420585.187500 Penalty: 2785.118896
	Iteration 28F: 3 clusters Score -420585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Entering Unmasked Estep 
Score: -13737658.000000 Penalty: 1946.171387
	Iteration 0F: 2 clusters Score -1.373766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -13630642.000000 Penalty: 3892.342773
	Iteration 0F: 3 clusters Score -1.363064e+07 nChanged 77029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -13676056.000000 Penalty: 3892.342773
	Iteration 1F: 3 clusters Score -1.367606e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -13677726.000000 Penalty: 3892.342773
	Iteration 2Q: 3 clusters Score -1.367773e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -13680477.000000 Penalty: 3892.342773
	Iteration 3Q: 3 clusters Score -1.368048e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -13684925.000000 Penalty: 3892.342773
	Iteration 4F: 3 clusters Score -1.368492e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -13692555.000000 Penalty: 3892.342773
	Iteration 5F: 3 clusters Score -1.369256e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -13703727.000000 Penalty: 3892.342773
	Iteration 6F: 3 clusters Score -1.370373e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -13716410.000000 Penalty: 3892.342773
	Iteration 7F: 3 clusters Score -1.371641e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -13726474.000000 Penalty: 3892.342773
	Iteration 8F: 3 clusters Score -1.372647e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -13732111.000000 Penalty: 3892.342773
	Iteration 9Q: 3 clusters Score -1.373211e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156896 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13734460.000000 Penalty: 3892.342773
	Iteration 10Q: 3 clusters Score -1.373446e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157945 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13735346.000000 Penalty: 3892.342773
	Iteration 11Q: 3 clusters Score -1.373535e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13735666.000000 Penalty: 3892.342773
	Iteration 12Q: 3 clusters Score -1.373567e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13735810.000000 Penalty: 3892.342773
	Iteration 13Q: 3 clusters Score -1.373581e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13735874.000000 Penalty: 3892.342773
	Iteration 14Q: 3 clusters Score -1.373587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158584 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13735915.000000 Penalty: 3892.342773
	Iteration 15Q: 3 clusters Score -1.373592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13735942.000000 Penalty: 3892.342773
	Iteration 16Q: 3 clusters Score -1.373594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -13735962.000000 Penalty: 3892.342773
	Iteration 17Q: 3 clusters Score -1.373596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13735967.000000 Penalty: 3892.342773
	Iteration 18Q: 3 clusters Score -1.373597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13735975.000000 Penalty: 3892.342773
	Iteration 19Q: 3 clusters Score -1.373598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13735975.000000 Penalty: 3892.342773
	Iteration 20F: 3 clusters Score -1.373598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158626 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13735985.000000 Penalty: 3892.342773
	Iteration 21Q: 3 clusters Score -1.373598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13735985.000000 Penalty: 3892.342773
	Iteration 22Q: 3 clusters Score -1.373598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13735987.000000 Penalty: 3892.342773
	Iteration 23Q: 3 clusters Score -1.373599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -13735984.000000 Penalty: 3892.342773
	Iteration 24Q: 3 clusters Score -1.373598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158631 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13735985.000000 Penalty: 3892.342773
	Iteration 25Q: 3 clusters Score -1.373598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13735989.000000 Penalty: 3892.342773
	Iteration 26Q: 3 clusters Score -1.373599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13735989.000000 Penalty: 3892.342773
	Iteration 27Q: 3 clusters Score -1.373599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13735994.000000 Penalty: 3892.342773
	Iteration 28Q: 3 clusters Score -1.373599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13735994.000000 Penalty: 3892.342773
	Iteration 29Q: 3 clusters Score -1.373599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158644 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13736002.000000 Penalty: 3892.342773
	Iteration 30Q: 3 clusters Score -1.3736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13736007.000000 Penalty: 3892.342773
	Iteration 31Q: 3 clusters Score -1.373601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13736013.000000 Penalty: 3892.342773
	Iteration 32Q: 3 clusters Score -1.373601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13736019.000000 Penalty: 3892.342773
	Iteration 33Q: 3 clusters Score -1.373602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13736019.000000 Penalty: 3892.342773
	Iteration 34Q: 3 clusters Score -1.373602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13736016.000000 Penalty: 3892.342773
	Iteration 35Q: 3 clusters Score -1.373602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13736018.000000 Penalty: 3892.342773
	Iteration 36Q: 3 clusters Score -1.373602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13736018.000000 Penalty: 3892.342773
	Iteration 37F: 3 clusters Score -1.373602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -242138.578125 Penalty: 1302.758789
	Iteration 0F: 2 clusters Score -242138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -239417.375000 Penalty: 2605.517578
	Iteration 0F: 3 clusters Score -239417.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -240068.031250 Penalty: 2605.517578
	Iteration 1F: 3 clusters Score -240068 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -240244.625000 Penalty: 2605.517578
	Iteration 2F: 3 clusters Score -240244.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -240375.359375 Penalty: 2605.517578
	Iteration 3F: 3 clusters Score -240375.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -240492.546875 Penalty: 2605.517578
	Iteration 4F: 3 clusters Score -240492.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -240582.328125 Penalty: 2605.517578
	Iteration 5Q: 3 clusters Score -240582.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -240657.906250 Penalty: 2605.517578
	Iteration 6Q: 3 clusters Score -240657.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -240708.046875 Penalty: 2605.517578
	Iteration 7Q: 3 clusters Score -240708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -240751.296875 Penalty: 2605.517578
	Iteration 8Q: 3 clusters Score -240751.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -240789.671875 Penalty: 2605.517578
	Iteration 9Q: 3 clusters Score -240789.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -240814.812500 Penalty: 2605.517578
	Iteration 10Q: 3 clusters Score -240814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -240839.781250 Penalty: 2605.517578
	Iteration 11Q: 3 clusters Score -240839.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -240860.578125 Penalty: 2605.517578
	Iteration 12Q: 3 clusters Score -240860.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -240879.796875 Penalty: 2605.517578
	Iteration 13Q: 3 clusters Score -240879.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -240893.218750 Penalty: 2605.517578
	Iteration 14Q: 3 clusters Score -240893.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -240908.453125 Penalty: 2605.517578
	Iteration 15Q: 3 clusters Score -240908.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -240922.796875 Penalty: 2605.517578
	Iteration 16Q: 3 clusters Score -240922.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -240936.968750 Penalty: 2605.517578
	Iteration 17Q: 3 clusters Score -240937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -240949.812500 Penalty: 2605.517578
	Iteration 18Q: 3 clusters Score -240949.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -240960.734375 Penalty: 2605.517578
	Iteration 19Q: 3 clusters Score -240960.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -240968.031250 Penalty: 2605.517578
	Iteration 20F: 3 clusters Score -240968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -240975.046875 Penalty: 2605.517578
	Iteration 21Q: 3 clusters Score -240975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -240985.312500 Penalty: 2605.517578
	Iteration 22Q: 3 clusters Score -240985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -240988.531250 Penalty: 2605.517578
	Iteration 23Q: 3 clusters Score -240988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -240991.265625 Penalty: 2605.517578
	Iteration 24Q: 3 clusters Score -240991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -240992.609375 Penalty: 2605.517578
	Iteration 25Q: 3 clusters Score -240992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -240997.656250 Penalty: 2605.517578
	Iteration 26Q: 3 clusters Score -240997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -240999.406250 Penalty: 2605.517578
	Iteration 27Q: 3 clusters Score -240999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -241001.000000 Penalty: 2605.517578
	Iteration 28Q: 3 clusters Score -241001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -241003.484375 Penalty: 2605.517578
	Iteration 29Q: 3 clusters Score -241003.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -241005.156250 Penalty: 2605.517578
	Iteration 30Q: 3 clusters Score -241005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -241008.437500 Penalty: 2605.517578
	Iteration 31Q: 3 clusters Score -241008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -241011.531250 Penalty: 2605.517578
	Iteration 32Q: 3 clusters Score -241011.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -241014.546875 Penalty: 2605.517578
	Iteration 33Q: 3 clusters Score -241014.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -241017.968750 Penalty: 2605.517578
	Iteration 34Q: 3 clusters Score -241018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -241022.421875 Penalty: 2605.517578
	Iteration 35Q: 3 clusters Score -241022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -241028.546875 Penalty: 2605.517578
	Iteration 36Q: 3 clusters Score -241028.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -241034.546875 Penalty: 2605.517578
	Iteration 37Q: 3 clusters Score -241034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -241042.296875 Penalty: 2605.517578
	Iteration 38Q: 3 clusters Score -241042.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -241050.437500 Penalty: 2605.517578
	Iteration 39Q: 3 clusters Score -241050.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -241056.781250 Penalty: 2605.517578
	Iteration 40F: 3 clusters Score -241056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -241065.046875 Penalty: 2605.517578
	Iteration 41Q: 3 clusters Score -241065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -241077.218750 Penalty: 2605.517578
	Iteration 42Q: 3 clusters Score -241077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -241092.515625 Penalty: 2605.517578
	Iteration 43Q: 3 clusters Score -241092.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -241109.796875 Penalty: 2605.517578
	Iteration 44Q: 3 clusters Score -241109.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -241126.109375 Penalty: 2605.517578
	Iteration 45Q: 3 clusters Score -241126.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -241147.828125 Penalty: 2605.517578
	Iteration 46Q: 3 clusters Score -241147.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -241176.140625 Penalty: 2605.517578
	Iteration 47Q: 3 clusters Score -241176.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -241208.203125 Penalty: 2605.517578
	Iteration 48Q: 3 clusters Score -241208.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -241248.796875 Penalty: 2605.517578
	Iteration 49Q: 3 clusters Score -241248.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -241295.921875 Penalty: 2605.517578
	Iteration 50Q: 3 clusters Score -241295.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -241336.625000 Penalty: 2605.517578
	Iteration 51Q: 3 clusters Score -241336.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -241376.906250 Penalty: 2605.517578
	Iteration 52Q: 3 clusters Score -241376.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -241420.328125 Penalty: 2605.517578
	Iteration 53Q: 3 clusters Score -241420.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -241449.937500 Penalty: 2605.517578
	Iteration 54Q: 3 clusters Score -241449.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241465.421875 Penalty: 2605.517578
	Iteration 55Q: 3 clusters Score -241465.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -241478.921875 Penalty: 2605.517578
	Iteration 56Q: 3 clusters Score -241478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241488.812500 Penalty: 2605.517578
	Iteration 57Q: 3 clusters Score -241488.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241497.703125 Penalty: 2605.517578
	Iteration 58Q: 3 clusters Score -241497.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241505.187500 Penalty: 2605.517578
	Iteration 59Q: 3 clusters Score -241505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -241511.046875 Penalty: 2605.517578
	Iteration 60F: 3 clusters Score -241511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241512.781250 Penalty: 2605.517578
	Iteration 61Q: 3 clusters Score -241512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241514.093750 Penalty: 2605.517578
	Iteration 62Q: 3 clusters Score -241514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241514.468750 Penalty: 2605.517578
	Iteration 63Q: 3 clusters Score -241514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241515.437500 Penalty: 2605.517578
	Iteration 64Q: 3 clusters Score -241515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241515.906250 Penalty: 2605.517578
	Iteration 65Q: 3 clusters Score -241515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241515.906250 Penalty: 2605.517578
	Iteration 66F: 3 clusters Score -241515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -1006302.437500 Penalty: 1523.906616
	Iteration 0F: 2 clusters Score -1006302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -997918.750000 Penalty: 3047.813232
	Iteration 0F: 3 clusters Score -997918.8 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1000626.187500 Penalty: 3047.813232
	Iteration 1F: 3 clusters Score -1000626 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1000916.562500 Penalty: 3047.813232
	Iteration 2F: 3 clusters Score -1000917 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1001128.562500 Penalty: 3047.813232
	Iteration 3Q: 3 clusters Score -1001129 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1001296.875000 Penalty: 3047.813232
	Iteration 4Q: 3 clusters Score -1001297 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1001427.750000 Penalty: 3047.813232
	Iteration 5Q: 3 clusters Score -1001428 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1001528.437500 Penalty: 3047.813232
	Iteration 6Q: 3 clusters Score -1001528 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1001600.812500 Penalty: 3047.813232
	Iteration 7Q: 3 clusters Score -1001601 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1001675.812500 Penalty: 3047.813232
	Iteration 8Q: 3 clusters Score -1001676 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1001739.187500 Penalty: 3047.813232
	Iteration 9Q: 3 clusters Score -1001739 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1001800.062500 Penalty: 3047.813232
	Iteration 10Q: 3 clusters Score -1001800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1001863.437500 Penalty: 3047.813232
	Iteration 11Q: 3 clusters Score -1001863 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1001942.687500 Penalty: 3047.813232
	Iteration 12Q: 3 clusters Score -1001943 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1002057.312500 Penalty: 3047.813232
	Iteration 13Q: 3 clusters Score -1002057 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1002199.437500 Penalty: 3047.813232
	Iteration 14Q: 3 clusters Score -1002199 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1002377.875000 Penalty: 3047.813232
	Iteration 15Q: 3 clusters Score -1002378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1002609.625000 Penalty: 3047.813232
	Iteration 16Q: 3 clusters Score -1002610 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1002918.750000 Penalty: 3047.813232
	Iteration 17Q: 3 clusters Score -1002919 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1003251.562500 Penalty: 3047.813232
	Iteration 18Q: 3 clusters Score -1003252 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1003593.437500 Penalty: 3047.813232
	Iteration 19Q: 3 clusters Score -1003593 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1003900.125000 Penalty: 3047.813232
	Iteration 20F: 3 clusters Score -1003900 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1004136.750000 Penalty: 3047.813232
	Iteration 21Q: 3 clusters Score -1004137 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1004309.125000 Penalty: 3047.813232
	Iteration 22Q: 3 clusters Score -1004309 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1004453.875000 Penalty: 3047.813232
	Iteration 23Q: 3 clusters Score -1004454 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1004558.812500 Penalty: 3047.813232
	Iteration 24Q: 3 clusters Score -1004559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1004637.250000 Penalty: 3047.813232
	Iteration 25Q: 3 clusters Score -1004637 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1004703.875000 Penalty: 3047.813232
	Iteration 26Q: 3 clusters Score -1004704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1004752.000000 Penalty: 3047.813232
	Iteration 27Q: 3 clusters Score -1004752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1004784.375000 Penalty: 3047.813232
	Iteration 28Q: 3 clusters Score -1004784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1004820.687500 Penalty: 3047.813232
	Iteration 29Q: 3 clusters Score -1004821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1004840.750000 Penalty: 3047.813232
	Iteration 30Q: 3 clusters Score -1004841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1004858.625000 Penalty: 3047.813232
	Iteration 31Q: 3 clusters Score -1004859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1004868.062500 Penalty: 3047.813232
	Iteration 32Q: 3 clusters Score -1004868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1004885.687500 Penalty: 3047.813232
	Iteration 33Q: 3 clusters Score -1004886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1004901.625000 Penalty: 3047.813232
	Iteration 34Q: 3 clusters Score -1004902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1004911.187500 Penalty: 3047.813232
	Iteration 35Q: 3 clusters Score -1004911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1004926.812500 Penalty: 3047.813232
	Iteration 36Q: 3 clusters Score -1004927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1004939.562500 Penalty: 3047.813232
	Iteration 37Q: 3 clusters Score -1004940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1004944.062500 Penalty: 3047.813232
	Iteration 38Q: 3 clusters Score -1004944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1004944.750000 Penalty: 3047.813232
	Iteration 39Q: 3 clusters Score -1004945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1004950.562500 Penalty: 3047.813232
	Iteration 40F: 3 clusters Score -1004951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1004965.500000 Penalty: 3047.813232
	Iteration 41Q: 3 clusters Score -1004966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1004974.687500 Penalty: 3047.813232
	Iteration 42Q: 3 clusters Score -1004975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1004984.812500 Penalty: 3047.813232
	Iteration 43Q: 3 clusters Score -1004985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1004993.375000 Penalty: 3047.813232
	Iteration 44Q: 3 clusters Score -1004993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1004996.750000 Penalty: 3047.813232
	Iteration 45Q: 3 clusters Score -1004997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1005001.562500 Penalty: 3047.813232
	Iteration 46Q: 3 clusters Score -1005002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1005007.625000 Penalty: 3047.813232
	Iteration 47Q: 3 clusters Score -1005008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1005015.062500 Penalty: 3047.813232
	Iteration 48Q: 3 clusters Score -1005015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1005019.625000 Penalty: 3047.813232
	Iteration 49Q: 3 clusters Score -1005020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1005027.125000 Penalty: 3047.813232
	Iteration 50Q: 3 clusters Score -1005027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1005027.000000 Penalty: 3047.813232
	Iteration 51Q: 3 clusters Score -1005027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1005026.250000 Penalty: 3047.813232
	Iteration 52Q: 3 clusters Score -1005026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1005031.000000 Penalty: 3047.813232
	Iteration 53Q: 3 clusters Score -1005031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1005033.937500 Penalty: 3047.813232
	Iteration 54Q: 3 clusters Score -1005034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1005036.375000 Penalty: 3047.813232
	Iteration 55Q: 3 clusters Score -1005036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1005036.375000 Penalty: 3047.813232
	Iteration 56F: 3 clusters Score -1005036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -527764.500000 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -527764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -523027.625000 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -523027.6 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -524398.187500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -524398.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -524587.312500 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -524587.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -524718.562500 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -524718.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -524810.000000 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -524810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -524881.000000 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -524881 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -524946.875000 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -524946.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -525019.437500 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -525019.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -525091.250000 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -525091.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -525180.937500 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -525180.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -525288.500000 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -525288.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -525417.500000 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -525417.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -525584.375000 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -525584.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -525752.687500 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -525752.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -525966.500000 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -525966.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -526185.875000 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -526185.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -526344.375000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -526344.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -526454.500000 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -526454.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -526516.812500 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -526516.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -526561.875000 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -526561.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -526594.625000 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -526594.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -526613.312500 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -526613.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -526623.750000 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -526623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -526629.750000 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -526629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -526635.312500 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -526635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -526640.375000 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -526640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -526645.125000 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -526645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -526649.750000 Penalty: 2838.208496
	Iteration 27Q: 3 clusters Score -526649.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -526653.625000 Penalty: 2838.208496
	Iteration 28Q: 3 clusters Score -526653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -526657.250000 Penalty: 2838.208496
	Iteration 29Q: 3 clusters Score -526657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -526659.250000 Penalty: 2838.208496
	Iteration 30Q: 3 clusters Score -526659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -526660.687500 Penalty: 2838.208496
	Iteration 31Q: 3 clusters Score -526660.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -526664.375000 Penalty: 2838.208496
	Iteration 32Q: 3 clusters Score -526664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -526665.437500 Penalty: 2838.208496
	Iteration 33Q: 3 clusters Score -526665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -526665.437500 Penalty: 2838.208496
	Iteration 34F: 3 clusters Score -526665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -803485.375000 Penalty: 1496.761597
	Iteration 0F: 2 clusters Score -803485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -796270.750000 Penalty: 2993.523193
	Iteration 0F: 3 clusters Score -796270.8 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -798731.812500 Penalty: 2993.523193
	Iteration 1F: 3 clusters Score -798731.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -799081.875000 Penalty: 2993.523193
	Iteration 2F: 3 clusters Score -799081.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -799419.250000 Penalty: 2993.523193
	Iteration 3F: 3 clusters Score -799419.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -799764.000000 Penalty: 2993.523193
	Iteration 4F: 3 clusters Score -799764 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -800083.812500 Penalty: 2993.523193
	Iteration 5F: 3 clusters Score -800083.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -800383.875000 Penalty: 2993.523193
	Iteration 6Q: 3 clusters Score -800383.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -800702.187500 Penalty: 2993.523193
	Iteration 7Q: 3 clusters Score -800702.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -800980.437500 Penalty: 2993.523193
	Iteration 8Q: 3 clusters Score -800980.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -801222.812500 Penalty: 2993.523193
	Iteration 9Q: 3 clusters Score -801222.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -801397.437500 Penalty: 2993.523193
	Iteration 10Q: 3 clusters Score -801397.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -801505.250000 Penalty: 2993.523193
	Iteration 11Q: 3 clusters Score -801505.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -801580.812500 Penalty: 2993.523193
	Iteration 12Q: 3 clusters Score -801580.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -801628.000000 Penalty: 2993.523193
	Iteration 13Q: 3 clusters Score -801628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -801669.687500 Penalty: 2993.523193
	Iteration 14Q: 3 clusters Score -801669.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -801707.375000 Penalty: 2993.523193
	Iteration 15Q: 3 clusters Score -801707.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -801738.312500 Penalty: 2993.523193
	Iteration 16Q: 3 clusters Score -801738.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -801771.500000 Penalty: 2993.523193
	Iteration 17Q: 3 clusters Score -801771.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -801800.687500 Penalty: 2993.523193
	Iteration 18Q: 3 clusters Score -801800.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -801829.312500 Penalty: 2993.523193
	Iteration 19Q: 3 clusters Score -801829.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -801856.125000 Penalty: 2993.523193
	Iteration 20F: 3 clusters Score -801856.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -801876.687500 Penalty: 2993.523193
	Iteration 21Q: 3 clusters Score -801876.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -801896.687500 Penalty: 2993.523193
	Iteration 22Q: 3 clusters Score -801896.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -801915.062500 Penalty: 2993.523193
	Iteration 23Q: 3 clusters Score -801915.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -801938.375000 Penalty: 2993.523193
	Iteration 24Q: 3 clusters Score -801938.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -801968.437500 Penalty: 2993.523193
	Iteration 25Q: 3 clusters Score -801968.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -802006.500000 Penalty: 2993.523193
	Iteration 26Q: 3 clusters Score -802006.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -802050.875000 Penalty: 2993.523193
	Iteration 27Q: 3 clusters Score -802050.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -802097.437500 Penalty: 2993.523193
	Iteration 28Q: 3 clusters Score -802097.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -802144.500000 Penalty: 2993.523193
	Iteration 29Q: 3 clusters Score -802144.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -802187.187500 Penalty: 2993.523193
	Iteration 30Q: 3 clusters Score -802187.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -802235.500000 Penalty: 2993.523193
	Iteration 31Q: 3 clusters Score -802235.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -802290.125000 Penalty: 2993.523193
	Iteration 32Q: 3 clusters Score -802290.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -802339.187500 Penalty: 2993.523193
	Iteration 33Q: 3 clusters Score -802339.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -802383.500000 Penalty: 2993.523193
	Iteration 34Q: 3 clusters Score -802383.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -802422.562500 Penalty: 2993.523193
	Iteration 35Q: 3 clusters Score -802422.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -802461.375000 Penalty: 2993.523193
	Iteration 36Q: 3 clusters Score -802461.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -802494.687500 Penalty: 2993.523193
	Iteration 37Q: 3 clusters Score -802494.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -802519.125000 Penalty: 2993.523193
	Iteration 38Q: 3 clusters Score -802519.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -802539.250000 Penalty: 2993.523193
	Iteration 39Q: 3 clusters Score -802539.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -802552.125000 Penalty: 2993.523193
	Iteration 40F: 3 clusters Score -802552.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -802562.375000 Penalty: 2993.523193
	Iteration 41Q: 3 clusters Score -802562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -802569.312500 Penalty: 2993.523193
	Iteration 42Q: 3 clusters Score -802569.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -802580.562500 Penalty: 2993.523193
	Iteration 43Q: 3 clusters Score -802580.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -802588.500000 Penalty: 2993.523193
	Iteration 44Q: 3 clusters Score -802588.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -802593.937500 Penalty: 2993.523193
	Iteration 45Q: 3 clusters Score -802593.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -802597.187500 Penalty: 2993.523193
	Iteration 46Q: 3 clusters Score -802597.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -802600.875000 Penalty: 2993.523193
	Iteration 47Q: 3 clusters Score -802600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -802603.000000 Penalty: 2993.523193
	Iteration 48Q: 3 clusters Score -802603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -802603.250000 Penalty: 2993.523193
	Iteration 49Q: 3 clusters Score -802603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -802604.375000 Penalty: 2993.523193
	Iteration 50Q: 3 clusters Score -802604.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -802605.937500 Penalty: 2993.523193
	Iteration 51Q: 3 clusters Score -802605.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -802607.250000 Penalty: 2993.523193
	Iteration 52Q: 3 clusters Score -802607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -802608.437500 Penalty: 2993.523193
	Iteration 53Q: 3 clusters Score -802608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -802610.000000 Penalty: 2993.523193
	Iteration 54Q: 3 clusters Score -802610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -802612.000000 Penalty: 2993.523193
	Iteration 55Q: 3 clusters Score -802612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -802614.687500 Penalty: 2993.523193
	Iteration 56Q: 3 clusters Score -802614.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -802619.062500 Penalty: 2993.523193
	Iteration 57Q: 3 clusters Score -802619.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -802621.750000 Penalty: 2993.523193
	Iteration 58Q: 3 clusters Score -802621.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -802625.437500 Penalty: 2993.523193
	Iteration 59Q: 3 clusters Score -802625.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -802624.937500 Penalty: 2993.523193
	Iteration 60F: 3 clusters Score -802624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -802626.875000 Penalty: 2993.523193
	Iteration 61Q: 3 clusters Score -802626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -802628.375000 Penalty: 2993.523193
	Iteration 62Q: 3 clusters Score -802628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -802627.500000 Penalty: 2993.523193
	Iteration 63Q: 3 clusters Score -802627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -802628.312500 Penalty: 2993.523193
	Iteration 64Q: 3 clusters Score -802628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -802628.312500 Penalty: 2993.523193
	Iteration 65Q: 3 clusters Score -802628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -802627.812500 Penalty: 2993.523193
	Iteration 66Q: 3 clusters Score -802627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -802629.312500 Penalty: 2993.523193
	Iteration 67Q: 3 clusters Score -802629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -802629.312500 Penalty: 2993.523193
	Iteration 68F: 3 clusters Score -802629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -659564.500000 Penalty: 1460.581909
	Iteration 0F: 2 clusters Score -659564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -653653.000000 Penalty: 2921.163818
	Iteration 0F: 3 clusters Score -653653 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -655491.937500 Penalty: 2921.163818
	Iteration 1F: 3 clusters Score -655491.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -655744.250000 Penalty: 2921.163818
	Iteration 2F: 3 clusters Score -655744.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -655950.062500 Penalty: 2921.163818
	Iteration 3F: 3 clusters Score -655950.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -656121.187500 Penalty: 2921.163818
	Iteration 4Q: 3 clusters Score -656121.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -656281.437500 Penalty: 2921.163818
	Iteration 5Q: 3 clusters Score -656281.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -656465.687500 Penalty: 2921.163818
	Iteration 6Q: 3 clusters Score -656465.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -656667.062500 Penalty: 2921.163818
	Iteration 7Q: 3 clusters Score -656667.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -656856.375000 Penalty: 2921.163818
	Iteration 8Q: 3 clusters Score -656856.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -657069.562500 Penalty: 2921.163818
	Iteration 9Q: 3 clusters Score -657069.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -657266.875000 Penalty: 2921.163818
	Iteration 10Q: 3 clusters Score -657266.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -657452.125000 Penalty: 2921.163818
	Iteration 11Q: 3 clusters Score -657452.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -657594.062500 Penalty: 2921.163818
	Iteration 12Q: 3 clusters Score -657594.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -657687.250000 Penalty: 2921.163818
	Iteration 13Q: 3 clusters Score -657687.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -657746.312500 Penalty: 2921.163818
	Iteration 14Q: 3 clusters Score -657746.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -657779.000000 Penalty: 2921.163818
	Iteration 15Q: 3 clusters Score -657779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -657802.062500 Penalty: 2921.163818
	Iteration 16Q: 3 clusters Score -657802.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -657815.187500 Penalty: 2921.163818
	Iteration 17Q: 3 clusters Score -657815.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -657825.812500 Penalty: 2921.163818
	Iteration 18Q: 3 clusters Score -657825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -657833.562500 Penalty: 2921.163818
	Iteration 19Q: 3 clusters Score -657833.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -657838.375000 Penalty: 2921.163818
	Iteration 20F: 3 clusters Score -657838.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -657848.375000 Penalty: 2921.163818
	Iteration 21Q: 3 clusters Score -657848.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -657856.312500 Penalty: 2921.163818
	Iteration 22Q: 3 clusters Score -657856.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -657866.562500 Penalty: 2921.163818
	Iteration 23Q: 3 clusters Score -657866.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -657873.312500 Penalty: 2921.163818
	Iteration 24Q: 3 clusters Score -657873.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -657877.062500 Penalty: 2921.163818
	Iteration 25Q: 3 clusters Score -657877.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -657882.812500 Penalty: 2921.163818
	Iteration 26Q: 3 clusters Score -657882.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -657888.500000 Penalty: 2921.163818
	Iteration 27Q: 3 clusters Score -657888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -657888.875000 Penalty: 2921.163818
	Iteration 28Q: 3 clusters Score -657888.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -657892.000000 Penalty: 2921.163818
	Iteration 29Q: 3 clusters Score -657892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -657891.812500 Penalty: 2921.163818
	Iteration 30Q: 3 clusters Score -657891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -657892.812500 Penalty: 2921.163818
	Iteration 31Q: 3 clusters Score -657892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -657893.875000 Penalty: 2921.163818
	Iteration 32Q: 3 clusters Score -657893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -657894.312500 Penalty: 2921.163818
	Iteration 33Q: 3 clusters Score -657894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -657894.062500 Penalty: 2921.163818
	Iteration 34Q: 3 clusters Score -657894.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -657894.312500 Penalty: 2921.163818
	Iteration 35Q: 3 clusters Score -657894.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -657896.750000 Penalty: 2921.163818
	Iteration 36Q: 3 clusters Score -657896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -657898.375000 Penalty: 2921.163818
	Iteration 37Q: 3 clusters Score -657898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -657899.312500 Penalty: 2921.163818
	Iteration 38Q: 3 clusters Score -657899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -657902.500000 Penalty: 2921.163818
	Iteration 39Q: 3 clusters Score -657902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -657901.812500 Penalty: 2921.163818
	Iteration 40F: 3 clusters Score -657901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -657904.250000 Penalty: 2921.163818
	Iteration 41Q: 3 clusters Score -657904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -657902.500000 Penalty: 2921.163818
	Iteration 42Q: 3 clusters Score -657902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -657905.062500 Penalty: 2921.163818
	Iteration 43Q: 3 clusters Score -657905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -657904.562500 Penalty: 2921.163818
	Iteration 44Q: 3 clusters Score -657904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -657904.562500 Penalty: 2921.163818
	Iteration 45F: 3 clusters Score -657904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Entering Unmasked Estep 
Score: -1348722.875000 Penalty: 1582.015991
	Iteration 0F: 2 clusters Score -1348723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1337116.875000 Penalty: 3164.031982
	Iteration 0F: 3 clusters Score -1337117 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1341209.625000 Penalty: 3164.031982
	Iteration 1F: 3 clusters Score -1341210 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1341625.250000 Penalty: 3164.031982
	Iteration 2F: 3 clusters Score -1341625 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1342027.500000 Penalty: 3164.031982
	Iteration 3F: 3 clusters Score -1342028 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1342468.875000 Penalty: 3164.031982
	Iteration 4F: 3 clusters Score -1342469 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1342919.000000 Penalty: 3164.031982
	Iteration 5F: 3 clusters Score -1342919 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1343429.875000 Penalty: 3164.031982
	Iteration 6F: 3 clusters Score -1343430 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1343994.750000 Penalty: 3164.031982
	Iteration 7F: 3 clusters Score -1343995 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1344592.375000 Penalty: 3164.031982
	Iteration 8F: 3 clusters Score -1344592 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1345094.500000 Penalty: 3164.031982
	Iteration 9Q: 3 clusters Score -1345094 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1345469.625000 Penalty: 3164.031982
	Iteration 10Q: 3 clusters Score -1345470 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1345729.125000 Penalty: 3164.031982
	Iteration 11Q: 3 clusters Score -1345729 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1345908.500000 Penalty: 3164.031982
	Iteration 12Q: 3 clusters Score -1345908 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1346046.875000 Penalty: 3164.031982
	Iteration 13Q: 3 clusters Score -1346047 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1346143.500000 Penalty: 3164.031982
	Iteration 14Q: 3 clusters Score -1346144 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1346242.000000 Penalty: 3164.031982
	Iteration 15Q: 3 clusters Score -1346242 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1346321.625000 Penalty: 3164.031982
	Iteration 16Q: 3 clusters Score -1346322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1346406.125000 Penalty: 3164.031982
	Iteration 17Q: 3 clusters Score -1346406 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1346501.375000 Penalty: 3164.031982
	Iteration 18Q: 3 clusters Score -1346501 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1346607.250000 Penalty: 3164.031982
	Iteration 19Q: 3 clusters Score -1346607 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1346723.500000 Penalty: 3164.031982
	Iteration 20F: 3 clusters Score -1346724 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1346869.875000 Penalty: 3164.031982
	Iteration 21Q: 3 clusters Score -1346870 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1347020.000000 Penalty: 3164.031982
	Iteration 22Q: 3 clusters Score -1347020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1347142.000000 Penalty: 3164.031982
	Iteration 23Q: 3 clusters Score -1347142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1347259.875000 Penalty: 3164.031982
	Iteration 24Q: 3 clusters Score -1347260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1347344.375000 Penalty: 3164.031982
	Iteration 25Q: 3 clusters Score -1347344 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1347428.750000 Penalty: 3164.031982
	Iteration 26Q: 3 clusters Score -1347429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1347510.625000 Penalty: 3164.031982
	Iteration 27Q: 3 clusters Score -1347511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1347568.250000 Penalty: 3164.031982
	Iteration 28Q: 3 clusters Score -1347568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1347616.000000 Penalty: 3164.031982
	Iteration 29Q: 3 clusters Score -1347616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1347651.750000 Penalty: 3164.031982
	Iteration 30Q: 3 clusters Score -1347652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1347698.375000 Penalty: 3164.031982
	Iteration 31Q: 3 clusters Score -1347698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1347732.625000 Penalty: 3164.031982
	Iteration 32Q: 3 clusters Score -1347733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1347761.875000 Penalty: 3164.031982
	Iteration 33Q: 3 clusters Score -1347762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1347783.000000 Penalty: 3164.031982
	Iteration 34Q: 3 clusters Score -1347783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1347795.500000 Penalty: 3164.031982
	Iteration 35Q: 3 clusters Score -1347796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1347809.500000 Penalty: 3164.031982
	Iteration 36Q: 3 clusters Score -1347810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1347823.250000 Penalty: 3164.031982
	Iteration 37Q: 3 clusters Score -1347823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1347828.500000 Penalty: 3164.031982
	Iteration 38Q: 3 clusters Score -1347828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1347836.625000 Penalty: 3164.031982
	Iteration 39Q: 3 clusters Score -1347837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1347841.250000 Penalty: 3164.031982
	Iteration 40F: 3 clusters Score -1347841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1347853.000000 Penalty: 3164.031982
	Iteration 41Q: 3 clusters Score -1347853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1347865.875000 Penalty: 3164.031982
	Iteration 42Q: 3 clusters Score -1347866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1347867.125000 Penalty: 3164.031982
	Iteration 43Q: 3 clusters Score -1347867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1347871.375000 Penalty: 3164.031982
	Iteration 44Q: 3 clusters Score -1347871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1347877.875000 Penalty: 3164.031982
	Iteration 45Q: 3 clusters Score -1347878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1347878.250000 Penalty: 3164.031982
	Iteration 46Q: 3 clusters Score -1347878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1347884.375000 Penalty: 3164.031982
	Iteration 47Q: 3 clusters Score -1347884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1347886.875000 Penalty: 3164.031982
	Iteration 48Q: 3 clusters Score -1347887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1347887.750000 Penalty: 3164.031982
	Iteration 49Q: 3 clusters Score -1347888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1347889.875000 Penalty: 3164.031982
	Iteration 50Q: 3 clusters Score -1347890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1347891.375000 Penalty: 3164.031982
	Iteration 51Q: 3 clusters Score -1347891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1347893.500000 Penalty: 3164.031982
	Iteration 52Q: 3 clusters Score -1347894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1347892.000000 Penalty: 3164.031982
	Iteration 53Q: 3 clusters Score -1347892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1347894.000000 Penalty: 3164.031982
	Iteration 54Q: 3 clusters Score -1347894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1347895.125000 Penalty: 3164.031982
	Iteration 55Q: 3 clusters Score -1347895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1347897.125000 Penalty: 3164.031982
	Iteration 56Q: 3 clusters Score -1347897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1347897.125000 Penalty: 3164.031982
	Iteration 57Q: 3 clusters Score -1347897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1347897.875000 Penalty: 3164.031982
	Iteration 58Q: 3 clusters Score -1347898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1347901.875000 Penalty: 3164.031982
	Iteration 59Q: 3 clusters Score -1347902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1347904.875000 Penalty: 3164.031982
	Iteration 60F: 3 clusters Score -1347905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1347903.875000 Penalty: 3164.031982
	Iteration 61Q: 3 clusters Score -1347904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1347906.500000 Penalty: 3164.031982
	Iteration 62Q: 3 clusters Score -1347906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1347906.875000 Penalty: 3164.031982
	Iteration 63Q: 3 clusters Score -1347907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1347907.250000 Penalty: 3164.031982
	Iteration 64Q: 3 clusters Score -1347907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1347908.000000 Penalty: 3164.031982
	Iteration 65Q: 3 clusters Score -1347908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1347908.000000 Penalty: 3164.031982
	Iteration 66F: 3 clusters Score -1347908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Entering Unmasked Estep 
Score: -992308.062500 Penalty: 1524.112549
	Iteration 0F: 2 clusters Score -992308.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -983923.687500 Penalty: 3048.225098
	Iteration 0F: 3 clusters Score -983923.7 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -986770.875000 Penalty: 3048.225098
	Iteration 1F: 3 clusters Score -986770.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -987098.687500 Penalty: 3048.225098
	Iteration 2F: 3 clusters Score -987098.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -987354.000000 Penalty: 3048.225098
	Iteration 3F: 3 clusters Score -987354 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -987559.312500 Penalty: 3048.225098
	Iteration 4Q: 3 clusters Score -987559.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -987751.437500 Penalty: 3048.225098
	Iteration 5Q: 3 clusters Score -987751.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -987933.625000 Penalty: 3048.225098
	Iteration 6Q: 3 clusters Score -987933.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -988110.437500 Penalty: 3048.225098
	Iteration 7Q: 3 clusters Score -988110.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -988300.500000 Penalty: 3048.225098
	Iteration 8Q: 3 clusters Score -988300.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -988490.187500 Penalty: 3048.225098
	Iteration 9Q: 3 clusters Score -988490.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -988669.000000 Penalty: 3048.225098
	Iteration 10Q: 3 clusters Score -988669 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -988851.875000 Penalty: 3048.225098
	Iteration 11Q: 3 clusters Score -988851.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -989041.625000 Penalty: 3048.225098
	Iteration 12Q: 3 clusters Score -989041.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -989222.125000 Penalty: 3048.225098
	Iteration 13Q: 3 clusters Score -989222.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -989424.250000 Penalty: 3048.225098
	Iteration 14Q: 3 clusters Score -989424.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -989646.562500 Penalty: 3048.225098
	Iteration 15Q: 3 clusters Score -989646.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -989860.812500 Penalty: 3048.225098
	Iteration 16Q: 3 clusters Score -989860.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -990058.625000 Penalty: 3048.225098
	Iteration 17Q: 3 clusters Score -990058.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -990263.187500 Penalty: 3048.225098
	Iteration 18Q: 3 clusters Score -990263.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -990478.875000 Penalty: 3048.225098
	Iteration 19Q: 3 clusters Score -990478.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -990700.500000 Penalty: 3048.225098
	Iteration 20F: 3 clusters Score -990700.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -990841.375000 Penalty: 3048.225098
	Iteration 21Q: 3 clusters Score -990841.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -990912.687500 Penalty: 3048.225098
	Iteration 22Q: 3 clusters Score -990912.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -990968.750000 Penalty: 3048.225098
	Iteration 23Q: 3 clusters Score -990968.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -991033.687500 Penalty: 3048.225098
	Iteration 24Q: 3 clusters Score -991033.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -991083.375000 Penalty: 3048.225098
	Iteration 25Q: 3 clusters Score -991083.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -991129.250000 Penalty: 3048.225098
	Iteration 26Q: 3 clusters Score -991129.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -991159.500000 Penalty: 3048.225098
	Iteration 27Q: 3 clusters Score -991159.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -991182.750000 Penalty: 3048.225098
	Iteration 28Q: 3 clusters Score -991182.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -991209.187500 Penalty: 3048.225098
	Iteration 29Q: 3 clusters Score -991209.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -991235.687500 Penalty: 3048.225098
	Iteration 30Q: 3 clusters Score -991235.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -991258.875000 Penalty: 3048.225098
	Iteration 31Q: 3 clusters Score -991258.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -991285.625000 Penalty: 3048.225098
	Iteration 32Q: 3 clusters Score -991285.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -991310.625000 Penalty: 3048.225098
	Iteration 33Q: 3 clusters Score -991310.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -991348.687500 Penalty: 3048.225098
	Iteration 34Q: 3 clusters Score -991348.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -991380.500000 Penalty: 3048.225098
	Iteration 35Q: 3 clusters Score -991380.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -991403.937500 Penalty: 3048.225098
	Iteration 36Q: 3 clusters Score -991403.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -991430.437500 Penalty: 3048.225098
	Iteration 37Q: 3 clusters Score -991430.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -991447.250000 Penalty: 3048.225098
	Iteration 38Q: 3 clusters Score -991447.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -991464.875000 Penalty: 3048.225098
	Iteration 39Q: 3 clusters Score -991464.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -991481.812500 Penalty: 3048.225098
	Iteration 40F: 3 clusters Score -991481.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -991497.062500 Penalty: 3048.225098
	Iteration 41Q: 3 clusters Score -991497.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -991507.125000 Penalty: 3048.225098
	Iteration 42Q: 3 clusters Score -991507.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -991518.250000 Penalty: 3048.225098
	Iteration 43Q: 3 clusters Score -991518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -991524.687500 Penalty: 3048.225098
	Iteration 44Q: 3 clusters Score -991524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -991526.500000 Penalty: 3048.225098
	Iteration 45Q: 3 clusters Score -991526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -991533.875000 Penalty: 3048.225098
	Iteration 46Q: 3 clusters Score -991533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -991536.125000 Penalty: 3048.225098
	Iteration 47Q: 3 clusters Score -991536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -991541.125000 Penalty: 3048.225098
	Iteration 48Q: 3 clusters Score -991541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -991542.437500 Penalty: 3048.225098
	Iteration 49Q: 3 clusters Score -991542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -991547.312500 Penalty: 3048.225098
	Iteration 50Q: 3 clusters Score -991547.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -991548.562500 Penalty: 3048.225098
	Iteration 51Q: 3 clusters Score -991548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -991552.562500 Penalty: 3048.225098
	Iteration 52Q: 3 clusters Score -991552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -991555.875000 Penalty: 3048.225098
	Iteration 53Q: 3 clusters Score -991555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -991555.625000 Penalty: 3048.225098
	Iteration 54Q: 3 clusters Score -991555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -991560.000000 Penalty: 3048.225098
	Iteration 55Q: 3 clusters Score -991560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -991559.375000 Penalty: 3048.225098
	Iteration 56Q: 3 clusters Score -991559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -991561.437500 Penalty: 3048.225098
	Iteration 57Q: 3 clusters Score -991561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -991561.812500 Penalty: 3048.225098
	Iteration 58Q: 3 clusters Score -991561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -991562.250000 Penalty: 3048.225098
	Iteration 59Q: 3 clusters Score -991562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -991562.812500 Penalty: 3048.225098
	Iteration 60F: 3 clusters Score -991562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -197847.421875 Penalty: 1270.298706
	Iteration 0F: 2 clusters Score -197847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -195492.531250 Penalty: 2540.597412
	Iteration 0F: 3 clusters Score -195492.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -196129.593750 Penalty: 2540.597412
	Iteration 1F: 3 clusters Score -196129.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -196368.796875 Penalty: 2540.597412
	Iteration 2F: 3 clusters Score -196368.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -196570.203125 Penalty: 2540.597412
	Iteration 3F: 3 clusters Score -196570.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196717.062500 Penalty: 2540.597412
	Iteration 4F: 3 clusters Score -196717.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -196844.500000 Penalty: 2540.597412
	Iteration 5F: 3 clusters Score -196844.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196948.187500 Penalty: 2540.597412
	Iteration 6Q: 3 clusters Score -196948.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -197047.671875 Penalty: 2540.597412
	Iteration 7Q: 3 clusters Score -197047.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -197172.421875 Penalty: 2540.597412
	Iteration 8Q: 3 clusters Score -197172.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -197295.796875 Penalty: 2540.597412
	Iteration 9Q: 3 clusters Score -197295.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -197411.593750 Penalty: 2540.597412
	Iteration 10Q: 3 clusters Score -197411.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -197454.828125 Penalty: 2540.597412
	Iteration 11Q: 3 clusters Score -197454.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197487.390625 Penalty: 2540.597412
	Iteration 12Q: 3 clusters Score -197487.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -197514.375000 Penalty: 2540.597412
	Iteration 13Q: 3 clusters Score -197514.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -197524.671875 Penalty: 2540.597412
	Iteration 14Q: 3 clusters Score -197524.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -197528.656250 Penalty: 2540.597412
	Iteration 15Q: 3 clusters Score -197528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -197532.250000 Penalty: 2540.597412
	Iteration 16Q: 3 clusters Score -197532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -197533.828125 Penalty: 2540.597412
	Iteration 17Q: 3 clusters Score -197533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -197535.812500 Penalty: 2540.597412
	Iteration 18Q: 3 clusters Score -197535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -197536.406250 Penalty: 2540.597412
	Iteration 19Q: 3 clusters Score -197536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -197537.203125 Penalty: 2540.597412
	Iteration 20F: 3 clusters Score -197537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -322322.218750 Penalty: 1343.960327
	Iteration 0F: 2 clusters Score -322322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -319007.687500 Penalty: 2687.920654
	Iteration 0F: 3 clusters Score -319007.7 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -319924.312500 Penalty: 2687.920654
	Iteration 1F: 3 clusters Score -319924.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -320165.968750 Penalty: 2687.920654
	Iteration 2F: 3 clusters Score -320166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -320431.343750 Penalty: 2687.920654
	Iteration 3F: 3 clusters Score -320431.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -320692.187500 Penalty: 2687.920654
	Iteration 4F: 3 clusters Score -320692.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -320981.875000 Penalty: 2687.920654
	Iteration 5F: 3 clusters Score -320981.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -321344.437500 Penalty: 2687.920654
	Iteration 6F: 3 clusters Score -321344.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -321802.812500 Penalty: 2687.920654
	Iteration 7F: 3 clusters Score -321802.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -322200.500000 Penalty: 2687.920654
	Iteration 8F: 3 clusters Score -322200.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -322356.000000 Penalty: 2687.920654
	Iteration 9Q: 3 clusters Score -322356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -322402.343750 Penalty: 2687.920654
	Iteration 10Q: 3 clusters Score -322402.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -322418.187500 Penalty: 2687.920654
	Iteration 11Q: 3 clusters Score -322418.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -322426.750000 Penalty: 2687.920654
	Iteration 12Q: 3 clusters Score -322426.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -322430.468750 Penalty: 2687.920654
	Iteration 13Q: 3 clusters Score -322430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -322431.437500 Penalty: 2687.920654
	Iteration 14Q: 3 clusters Score -322431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -322432.500000 Penalty: 2687.920654
	Iteration 15Q: 3 clusters Score -322432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -322432.500000 Penalty: 2687.920654
	Iteration 16F: 3 clusters Score -322432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12677 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19027 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29294 members 
Mstep: Class 25 contains 67666 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 2262 members 
Entering Unmasked Estep 
Score: -54420788.000000 Penalty: 69658.390625
Splitting cluster 12 changes total score from -54421376.000000 to -54420788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (206316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206316 members 
Entering Unmasked Estep 
Score: -17784730.000000 Penalty: 1988.539185
	Iteration 0F: 2 clusters Score -1.778473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -17645920.000000 Penalty: 3977.078369
	Iteration 0F: 3 clusters Score -1.764592e+07 nChanged 100205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -17705944.000000 Penalty: 3977.078369
	Iteration 1F: 3 clusters Score -1.770594e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -17707588.000000 Penalty: 3977.078369
	Iteration 2Q: 3 clusters Score -1.770759e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115598 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -17710172.000000 Penalty: 3977.078369
	Iteration 3Q: 3 clusters Score -1.771017e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -17713974.000000 Penalty: 3977.078369
	Iteration 4Q: 3 clusters Score -1.771397e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -17721264.000000 Penalty: 3977.078369
	Iteration 5F: 3 clusters Score -1.772126e+07 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -17732762.000000 Penalty: 3977.078369
	Iteration 6F: 3 clusters Score -1.773276e+07 nChanged 17352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -17747316.000000 Penalty: 3977.078369
	Iteration 7F: 3 clusters Score -1.774732e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -17761494.000000 Penalty: 3977.078369
	Iteration 8F: 3 clusters Score -1.776149e+07 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194146 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -17771984.000000 Penalty: 3977.078369
	Iteration 9F: 3 clusters Score -1.777198e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200885 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -17778110.000000 Penalty: 3977.078369
	Iteration 10Q: 3 clusters Score -1.777811e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204160 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17781088.000000 Penalty: 3977.078369
	Iteration 11Q: 3 clusters Score -1.778109e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205380 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -17782276.000000 Penalty: 3977.078369
	Iteration 12Q: 3 clusters Score -1.778228e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205803 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17782672.000000 Penalty: 3977.078369
	Iteration 13Q: 3 clusters Score -1.778267e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205938 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17782840.000000 Penalty: 3977.078369
	Iteration 14Q: 3 clusters Score -1.778284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205988 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17782904.000000 Penalty: 3977.078369
	Iteration 15Q: 3 clusters Score -1.77829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206007 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -17782972.000000 Penalty: 3977.078369
	Iteration 16Q: 3 clusters Score -1.778297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -17783016.000000 Penalty: 3977.078369
	Iteration 17Q: 3 clusters Score -1.778302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17783044.000000 Penalty: 3977.078369
	Iteration 18Q: 3 clusters Score -1.778304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17783074.000000 Penalty: 3977.078369
	Iteration 19Q: 3 clusters Score -1.778307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206024 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -17783080.000000 Penalty: 3977.078369
	Iteration 20F: 3 clusters Score -1.778308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206023 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17783080.000000 Penalty: 3977.078369
	Iteration 21Q: 3 clusters Score -1.778308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17783080.000000 Penalty: 3977.078369
	Iteration 22Q: 3 clusters Score -1.778308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17783082.000000 Penalty: 3977.078369
	Iteration 23Q: 3 clusters Score -1.778308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206021 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17783082.000000 Penalty: 3977.078369
	Iteration 24F: 3 clusters Score -1.778308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Entering Unmasked Estep 
Score: -1081274.250000 Penalty: 1535.226074
	Iteration 0F: 2 clusters Score -1081274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1072514.750000 Penalty: 3070.452148
	Iteration 0F: 3 clusters Score -1072515 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1075526.750000 Penalty: 3070.452148
	Iteration 1F: 3 clusters Score -1075527 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1075851.000000 Penalty: 3070.452148
	Iteration 2F: 3 clusters Score -1075851 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1076142.625000 Penalty: 3070.452148
	Iteration 3Q: 3 clusters Score -1076143 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1076432.000000 Penalty: 3070.452148
	Iteration 4Q: 3 clusters Score -1076432 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1076691.750000 Penalty: 3070.452148
	Iteration 5Q: 3 clusters Score -1076692 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1076988.125000 Penalty: 3070.452148
	Iteration 6Q: 3 clusters Score -1076988 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1077297.000000 Penalty: 3070.452148
	Iteration 7Q: 3 clusters Score -1077297 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1077627.750000 Penalty: 3070.452148
	Iteration 8Q: 3 clusters Score -1077628 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1077965.500000 Penalty: 3070.452148
	Iteration 9Q: 3 clusters Score -1077966 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1078348.625000 Penalty: 3070.452148
	Iteration 10Q: 3 clusters Score -1078349 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1078679.625000 Penalty: 3070.452148
	Iteration 11Q: 3 clusters Score -1078680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1078948.000000 Penalty: 3070.452148
	Iteration 12Q: 3 clusters Score -1078948 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1079170.875000 Penalty: 3070.452148
	Iteration 13Q: 3 clusters Score -1079171 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1079343.750000 Penalty: 3070.452148
	Iteration 14Q: 3 clusters Score -1079344 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1079481.875000 Penalty: 3070.452148
	Iteration 15Q: 3 clusters Score -1079482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1079601.375000 Penalty: 3070.452148
	Iteration 16Q: 3 clusters Score -1079601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1079705.250000 Penalty: 3070.452148
	Iteration 17Q: 3 clusters Score -1079705 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1079801.500000 Penalty: 3070.452148
	Iteration 18Q: 3 clusters Score -1079802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1079881.500000 Penalty: 3070.452148
	Iteration 19Q: 3 clusters Score -1079882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1079940.250000 Penalty: 3070.452148
	Iteration 20F: 3 clusters Score -1079940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1080000.625000 Penalty: 3070.452148
	Iteration 21Q: 3 clusters Score -1080001 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1080053.625000 Penalty: 3070.452148
	Iteration 22Q: 3 clusters Score -1080054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1080111.125000 Penalty: 3070.452148
	Iteration 23Q: 3 clusters Score -1080111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1080180.750000 Penalty: 3070.452148
	Iteration 24Q: 3 clusters Score -1080181 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1080255.500000 Penalty: 3070.452148
	Iteration 25Q: 3 clusters Score -1080256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1080327.125000 Penalty: 3070.452148
	Iteration 26Q: 3 clusters Score -1080327 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1080405.625000 Penalty: 3070.452148
	Iteration 27Q: 3 clusters Score -1080406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1080466.750000 Penalty: 3070.452148
	Iteration 28Q: 3 clusters Score -1080467 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1080507.750000 Penalty: 3070.452148
	Iteration 29Q: 3 clusters Score -1080508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1080529.750000 Penalty: 3070.452148
	Iteration 30Q: 3 clusters Score -1080530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1080544.125000 Penalty: 3070.452148
	Iteration 31Q: 3 clusters Score -1080544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1080547.250000 Penalty: 3070.452148
	Iteration 32Q: 3 clusters Score -1080547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1080551.500000 Penalty: 3070.452148
	Iteration 33Q: 3 clusters Score -1080552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1080556.375000 Penalty: 3070.452148
	Iteration 34Q: 3 clusters Score -1080556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1080557.250000 Penalty: 3070.452148
	Iteration 35Q: 3 clusters Score -1080557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1080560.125000 Penalty: 3070.452148
	Iteration 36Q: 3 clusters Score -1080560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1080561.250000 Penalty: 3070.452148
	Iteration 37Q: 3 clusters Score -1080561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1080563.125000 Penalty: 3070.452148
	Iteration 38Q: 3 clusters Score -1080563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1080563.875000 Penalty: 3070.452148
	Iteration 39Q: 3 clusters Score -1080564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1080564.875000 Penalty: 3070.452148
	Iteration 40F: 3 clusters Score -1080565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1080565.000000 Penalty: 3070.452148
	Iteration 41Q: 3 clusters Score -1080565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1080565.875000 Penalty: 3070.452148
	Iteration 42Q: 3 clusters Score -1080566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1080566.875000 Penalty: 3070.452148
	Iteration 43Q: 3 clusters Score -1080567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1080569.875000 Penalty: 3070.452148
	Iteration 44Q: 3 clusters Score -1080570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1080571.500000 Penalty: 3070.452148
	Iteration 45Q: 3 clusters Score -1080572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1080571.875000 Penalty: 3070.452148
	Iteration 46Q: 3 clusters Score -1080572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1080573.625000 Penalty: 3070.452148
	Iteration 47Q: 3 clusters Score -1080574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1080573.500000 Penalty: 3070.452148
	Iteration 48Q: 3 clusters Score -1080574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1080573.125000 Penalty: 3070.452148
	Iteration 49Q: 3 clusters Score -1080573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1080572.625000 Penalty: 3070.452148
	Iteration 50Q: 3 clusters Score -1080573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1080572.625000 Penalty: 3070.452148
	Iteration 51Q: 3 clusters Score -1080573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1080572.875000 Penalty: 3070.452148
	Iteration 52Q: 3 clusters Score -1080573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1080573.375000 Penalty: 3070.452148
	Iteration 53Q: 3 clusters Score -1080573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1080573.500000 Penalty: 3070.452148
	Iteration 54Q: 3 clusters Score -1080574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1080573.500000 Penalty: 3070.452148
	Iteration 55F: 3 clusters Score -1080574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -503953.625000 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -503953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -499363.562500 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -499363.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -500691.593750 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -500691.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -500874.343750 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -500874.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -501028.281250 Penalty: 2823.034668
	Iteration 3F: 3 clusters Score -501028.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -501162.781250 Penalty: 2823.034668
	Iteration 4Q: 3 clusters Score -501162.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -501255.093750 Penalty: 2823.034668
	Iteration 5Q: 3 clusters Score -501255.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -501335.656250 Penalty: 2823.034668
	Iteration 6Q: 3 clusters Score -501335.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -501411.968750 Penalty: 2823.034668
	Iteration 7Q: 3 clusters Score -501412 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -501486.468750 Penalty: 2823.034668
	Iteration 8Q: 3 clusters Score -501486.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -501569.906250 Penalty: 2823.034668
	Iteration 9Q: 3 clusters Score -501569.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -501675.843750 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -501675.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -501787.718750 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -501787.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -501896.875000 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -501896.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -502003.437500 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -502003.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -502114.156250 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -502114.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -502256.562500 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -502256.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -502395.656250 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -502395.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -502520.218750 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -502520.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -502626.812500 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -502626.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -502705.625000 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -502705.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -502775.125000 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -502775.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -502820.875000 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -502820.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -502860.812500 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -502860.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -502897.437500 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -502897.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -502924.843750 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -502924.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -502954.468750 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -502954.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -502979.843750 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -502979.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -503000.156250 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -503000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -503023.187500 Penalty: 2823.034668
	Iteration 28Q: 3 clusters Score -503023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -503044.625000 Penalty: 2823.034668
	Iteration 29Q: 3 clusters Score -503044.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -503063.218750 Penalty: 2823.034668
	Iteration 30Q: 3 clusters Score -503063.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -503084.406250 Penalty: 2823.034668
	Iteration 31Q: 3 clusters Score -503084.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -503094.000000 Penalty: 2823.034668
	Iteration 32Q: 3 clusters Score -503094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -503100.843750 Penalty: 2823.034668
	Iteration 33Q: 3 clusters Score -503100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -503105.375000 Penalty: 2823.034668
	Iteration 34Q: 3 clusters Score -503105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -503112.687500 Penalty: 2823.034668
	Iteration 35Q: 3 clusters Score -503112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -503120.906250 Penalty: 2823.034668
	Iteration 36Q: 3 clusters Score -503120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -503126.437500 Penalty: 2823.034668
	Iteration 37Q: 3 clusters Score -503126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -503130.093750 Penalty: 2823.034668
	Iteration 38Q: 3 clusters Score -503130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -503132.218750 Penalty: 2823.034668
	Iteration 39Q: 3 clusters Score -503132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -503132.031250 Penalty: 2823.034668
	Iteration 40F: 3 clusters Score -503132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -503132.500000 Penalty: 2823.034668
	Iteration 41Q: 3 clusters Score -503132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -503132.312500 Penalty: 2823.034668
	Iteration 42Q: 3 clusters Score -503132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -503133.281250 Penalty: 2823.034668
	Iteration 43Q: 3 clusters Score -503133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -503135.156250 Penalty: 2823.034668
	Iteration 44Q: 3 clusters Score -503135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -503136.156250 Penalty: 2823.034668
	Iteration 45Q: 3 clusters Score -503136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -503136.875000 Penalty: 2823.034668
	Iteration 46Q: 3 clusters Score -503136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -503137.593750 Penalty: 2823.034668
	Iteration 47Q: 3 clusters Score -503137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -503137.218750 Penalty: 2823.034668
	Iteration 48Q: 3 clusters Score -503137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -503137.125000 Penalty: 2823.034668
	Iteration 49Q: 3 clusters Score -503137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -503137.125000 Penalty: 2823.034668
	Iteration 50F: 3 clusters Score -503137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -77019.007812 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -77019.01 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 442 members 
Entering Unmasked Estep 
Score: -75600.015625 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -75600.02 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75820.804688 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -75820.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75915.546875 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -75915.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75945.289062 Penalty: 2216.505371
	Iteration 3Q: 3 clusters Score -75945.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75971.265625 Penalty: 2216.505371
	Iteration 4Q: 3 clusters Score -75971.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75994.554688 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -75994.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76005.820312 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -76005.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76014.007812 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -76014.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76015.578125 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -76015.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76017.398438 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -76017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76018.015625 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -76018.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76019.062500 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -76019.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76019.062500 Penalty: 2216.505371
	Iteration 12F: 3 clusters Score -76019.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Entering Unmasked Estep 
Score: -1606709.625000 Penalty: 1601.212280
	Iteration 0F: 2 clusters Score -1606710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1593767.625000 Penalty: 3202.424561
	Iteration 0F: 3 clusters Score -1593768 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1598428.250000 Penalty: 3202.424561
	Iteration 1F: 3 clusters Score -1598428 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1598915.125000 Penalty: 3202.424561
	Iteration 2F: 3 clusters Score -1598915 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1599464.750000 Penalty: 3202.424561
	Iteration 3F: 3 clusters Score -1599465 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1600186.375000 Penalty: 3202.424561
	Iteration 4F: 3 clusters Score -1600186 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1601145.000000 Penalty: 3202.424561
	Iteration 5F: 3 clusters Score -1601145 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1602284.000000 Penalty: 3202.424561
	Iteration 6F: 3 clusters Score -1602284 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1603356.000000 Penalty: 3202.424561
	Iteration 7F: 3 clusters Score -1603356 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1604190.875000 Penalty: 3202.424561
	Iteration 8Q: 3 clusters Score -1604191 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1604658.125000 Penalty: 3202.424561
	Iteration 9Q: 3 clusters Score -1604658 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1604926.250000 Penalty: 3202.424561
	Iteration 10Q: 3 clusters Score -1604926 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1605094.125000 Penalty: 3202.424561
	Iteration 11Q: 3 clusters Score -1605094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1605222.375000 Penalty: 3202.424561
	Iteration 12Q: 3 clusters Score -1605222 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1605297.750000 Penalty: 3202.424561
	Iteration 13Q: 3 clusters Score -1605298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1605352.875000 Penalty: 3202.424561
	Iteration 14Q: 3 clusters Score -1605353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1605398.750000 Penalty: 3202.424561
	Iteration 15Q: 3 clusters Score -1605399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1605434.125000 Penalty: 3202.424561
	Iteration 16Q: 3 clusters Score -1605434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1605459.500000 Penalty: 3202.424561
	Iteration 17Q: 3 clusters Score -1605460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1605479.875000 Penalty: 3202.424561
	Iteration 18Q: 3 clusters Score -1605480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1605493.500000 Penalty: 3202.424561
	Iteration 19Q: 3 clusters Score -1605494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1605506.875000 Penalty: 3202.424561
	Iteration 20F: 3 clusters Score -1605507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1605511.000000 Penalty: 3202.424561
	Iteration 21Q: 3 clusters Score -1605511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1605518.875000 Penalty: 3202.424561
	Iteration 22Q: 3 clusters Score -1605519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1605525.500000 Penalty: 3202.424561
	Iteration 23Q: 3 clusters Score -1605526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1605528.625000 Penalty: 3202.424561
	Iteration 24Q: 3 clusters Score -1605529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1605529.375000 Penalty: 3202.424561
	Iteration 25Q: 3 clusters Score -1605529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1605530.750000 Penalty: 3202.424561
	Iteration 26Q: 3 clusters Score -1605531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1605531.500000 Penalty: 3202.424561
	Iteration 27Q: 3 clusters Score -1605532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1605531.500000 Penalty: 3202.424561
	Iteration 28F: 3 clusters Score -1605532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Entering Unmasked Estep 
Score: -659002.875000 Penalty: 1457.715820
	Iteration 0F: 2 clusters Score -659002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -653195.812500 Penalty: 2915.431641
	Iteration 0F: 3 clusters Score -653195.8 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -655024.812500 Penalty: 2915.431641
	Iteration 1F: 3 clusters Score -655024.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -655289.937500 Penalty: 2915.431641
	Iteration 2F: 3 clusters Score -655289.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -655510.500000 Penalty: 2915.431641
	Iteration 3F: 3 clusters Score -655510.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -655717.062500 Penalty: 2915.431641
	Iteration 4Q: 3 clusters Score -655717.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -655959.500000 Penalty: 2915.431641
	Iteration 5F: 3 clusters Score -655959.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -656251.000000 Penalty: 2915.431641
	Iteration 6F: 3 clusters Score -656251 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -656604.625000 Penalty: 2915.431641
	Iteration 7F: 3 clusters Score -656604.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -656953.625000 Penalty: 2915.431641
	Iteration 8F: 3 clusters Score -656953.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -657231.750000 Penalty: 2915.431641
	Iteration 9Q: 3 clusters Score -657231.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -657410.312500 Penalty: 2915.431641
	Iteration 10Q: 3 clusters Score -657410.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -657535.500000 Penalty: 2915.431641
	Iteration 11Q: 3 clusters Score -657535.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -657616.750000 Penalty: 2915.431641
	Iteration 12Q: 3 clusters Score -657616.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -657656.625000 Penalty: 2915.431641
	Iteration 13Q: 3 clusters Score -657656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -657677.937500 Penalty: 2915.431641
	Iteration 14Q: 3 clusters Score -657677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -657691.125000 Penalty: 2915.431641
	Iteration 15Q: 3 clusters Score -657691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -657697.000000 Penalty: 2915.431641
	Iteration 16Q: 3 clusters Score -657697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -657708.000000 Penalty: 2915.431641
	Iteration 17Q: 3 clusters Score -657708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -657725.125000 Penalty: 2915.431641
	Iteration 18Q: 3 clusters Score -657725.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -657734.687500 Penalty: 2915.431641
	Iteration 19Q: 3 clusters Score -657734.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -657743.000000 Penalty: 2915.431641
	Iteration 20F: 3 clusters Score -657743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -657745.000000 Penalty: 2915.431641
	Iteration 21Q: 3 clusters Score -657745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -657748.687500 Penalty: 2915.431641
	Iteration 22Q: 3 clusters Score -657748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -657754.875000 Penalty: 2915.431641
	Iteration 23Q: 3 clusters Score -657754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -657755.062500 Penalty: 2915.431641
	Iteration 24Q: 3 clusters Score -657755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -657759.312500 Penalty: 2915.431641
	Iteration 25Q: 3 clusters Score -657759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -657761.250000 Penalty: 2915.431641
	Iteration 26Q: 3 clusters Score -657761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -657763.687500 Penalty: 2915.431641
	Iteration 27Q: 3 clusters Score -657763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -657767.437500 Penalty: 2915.431641
	Iteration 28Q: 3 clusters Score -657767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -657769.187500 Penalty: 2915.431641
	Iteration 29Q: 3 clusters Score -657769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -657769.187500 Penalty: 2915.431641
	Iteration 30F: 3 clusters Score -657769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -599404.750000 Penalty: 1440.613159
	Iteration 0F: 2 clusters Score -599404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -594153.500000 Penalty: 2881.226318
	Iteration 0F: 3 clusters Score -594153.5 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -595736.750000 Penalty: 2881.226318
	Iteration 1F: 3 clusters Score -595736.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -596005.375000 Penalty: 2881.226318
	Iteration 2F: 3 clusters Score -596005.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -596240.250000 Penalty: 2881.226318
	Iteration 3F: 3 clusters Score -596240.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -596477.062500 Penalty: 2881.226318
	Iteration 4F: 3 clusters Score -596477.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -596704.937500 Penalty: 2881.226318
	Iteration 5F: 3 clusters Score -596704.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -596974.375000 Penalty: 2881.226318
	Iteration 6F: 3 clusters Score -596974.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -597256.250000 Penalty: 2881.226318
	Iteration 7F: 3 clusters Score -597256.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -597510.875000 Penalty: 2881.226318
	Iteration 8Q: 3 clusters Score -597510.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -597714.062500 Penalty: 2881.226318
	Iteration 9Q: 3 clusters Score -597714.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -597858.625000 Penalty: 2881.226318
	Iteration 10Q: 3 clusters Score -597858.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -597970.625000 Penalty: 2881.226318
	Iteration 11Q: 3 clusters Score -597970.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -598068.187500 Penalty: 2881.226318
	Iteration 12Q: 3 clusters Score -598068.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -598141.437500 Penalty: 2881.226318
	Iteration 13Q: 3 clusters Score -598141.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -598202.500000 Penalty: 2881.226318
	Iteration 14Q: 3 clusters Score -598202.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -598233.250000 Penalty: 2881.226318
	Iteration 15Q: 3 clusters Score -598233.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -598258.562500 Penalty: 2881.226318
	Iteration 16Q: 3 clusters Score -598258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -598286.375000 Penalty: 2881.226318
	Iteration 17Q: 3 clusters Score -598286.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -598308.562500 Penalty: 2881.226318
	Iteration 18Q: 3 clusters Score -598308.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -598322.375000 Penalty: 2881.226318
	Iteration 19Q: 3 clusters Score -598322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -598342.500000 Penalty: 2881.226318
	Iteration 20F: 3 clusters Score -598342.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -598360.875000 Penalty: 2881.226318
	Iteration 21Q: 3 clusters Score -598360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -598372.750000 Penalty: 2881.226318
	Iteration 22Q: 3 clusters Score -598372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -598374.937500 Penalty: 2881.226318
	Iteration 23Q: 3 clusters Score -598374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -598377.812500 Penalty: 2881.226318
	Iteration 24Q: 3 clusters Score -598377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -598380.375000 Penalty: 2881.226318
	Iteration 25Q: 3 clusters Score -598380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -598382.000000 Penalty: 2881.226318
	Iteration 26Q: 3 clusters Score -598382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -598382.937500 Penalty: 2881.226318
	Iteration 27Q: 3 clusters Score -598382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -598382.437500 Penalty: 2881.226318
	Iteration 28Q: 3 clusters Score -598382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -598384.125000 Penalty: 2881.226318
	Iteration 29Q: 3 clusters Score -598384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -598384.937500 Penalty: 2881.226318
	Iteration 30Q: 3 clusters Score -598384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -598386.750000 Penalty: 2881.226318
	Iteration 31Q: 3 clusters Score -598386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -598390.500000 Penalty: 2881.226318
	Iteration 32Q: 3 clusters Score -598390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -598390.687500 Penalty: 2881.226318
	Iteration 33Q: 3 clusters Score -598390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -598393.312500 Penalty: 2881.226318
	Iteration 34Q: 3 clusters Score -598393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -598394.812500 Penalty: 2881.226318
	Iteration 35Q: 3 clusters Score -598394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -598396.312500 Penalty: 2881.226318
	Iteration 36Q: 3 clusters Score -598396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -598396.312500 Penalty: 2881.226318
	Iteration 37F: 3 clusters Score -598396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -173851.078125 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -173851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -171686.718750 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -171686.7 nChanged 742
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: -172154.734375 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -172154.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172283.531250 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -172283.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -172365.578125 Penalty: 2494.099609
	Iteration 3F: 3 clusters Score -172365.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -172454.781250 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -172454.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -172568.281250 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -172568.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -172732.281250 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -172732.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -172917.750000 Penalty: 2494.099609
	Iteration 7F: 3 clusters Score -172917.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173110.609375 Penalty: 2494.099609
	Iteration 8F: 3 clusters Score -173110.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173240.218750 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -173240.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173337.187500 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -173337.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173402.734375 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -173402.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173495.671875 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -173495.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173641.656250 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -173641.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173750.640625 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -173750.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173792.000000 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -173792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -173806.046875 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -173806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173816.375000 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -173816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173822.171875 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -173822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -173827.000000 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -173827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -173830.375000 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -173830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -173831.343750 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -173831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173833.859375 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -173833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173834.125000 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -173834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173834.125000 Penalty: 2494.099609
	Iteration 24F: 3 clusters Score -173834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -328227.468750 Penalty: 1367.283447
	Iteration 0F: 2 clusters Score -328227.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -324622.218750 Penalty: 2734.566895
	Iteration 0F: 3 clusters Score -324622.2 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -325833.343750 Penalty: 2734.566895
	Iteration 1F: 3 clusters Score -325833.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -326175.062500 Penalty: 2734.566895
	Iteration 2F: 3 clusters Score -326175.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -326403.750000 Penalty: 2734.566895
	Iteration 3F: 3 clusters Score -326403.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -326612.187500 Penalty: 2734.566895
	Iteration 4F: 3 clusters Score -326612.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -326804.406250 Penalty: 2734.566895
	Iteration 5Q: 3 clusters Score -326804.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -326931.750000 Penalty: 2734.566895
	Iteration 6Q: 3 clusters Score -326931.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -327042.656250 Penalty: 2734.566895
	Iteration 7Q: 3 clusters Score -327042.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -327127.406250 Penalty: 2734.566895
	Iteration 8Q: 3 clusters Score -327127.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -327208.187500 Penalty: 2734.566895
	Iteration 9Q: 3 clusters Score -327208.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -327277.031250 Penalty: 2734.566895
	Iteration 10Q: 3 clusters Score -327277 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -327325.656250 Penalty: 2734.566895
	Iteration 11Q: 3 clusters Score -327325.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -327367.500000 Penalty: 2734.566895
	Iteration 12Q: 3 clusters Score -327367.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -327398.718750 Penalty: 2734.566895
	Iteration 13Q: 3 clusters Score -327398.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -327426.781250 Penalty: 2734.566895
	Iteration 14Q: 3 clusters Score -327426.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -327457.750000 Penalty: 2734.566895
	Iteration 15Q: 3 clusters Score -327457.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -327476.937500 Penalty: 2734.566895
	Iteration 16Q: 3 clusters Score -327476.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -327497.093750 Penalty: 2734.566895
	Iteration 17Q: 3 clusters Score -327497.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -327519.968750 Penalty: 2734.566895
	Iteration 18Q: 3 clusters Score -327520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -327537.750000 Penalty: 2734.566895
	Iteration 19Q: 3 clusters Score -327537.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -327562.250000 Penalty: 2734.566895
	Iteration 20F: 3 clusters Score -327562.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -327585.562500 Penalty: 2734.566895
	Iteration 21Q: 3 clusters Score -327585.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -327602.468750 Penalty: 2734.566895
	Iteration 22Q: 3 clusters Score -327602.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -327618.781250 Penalty: 2734.566895
	Iteration 23Q: 3 clusters Score -327618.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -327641.937500 Penalty: 2734.566895
	Iteration 24Q: 3 clusters Score -327641.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -327668.781250 Penalty: 2734.566895
	Iteration 25Q: 3 clusters Score -327668.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -327699.218750 Penalty: 2734.566895
	Iteration 26Q: 3 clusters Score -327699.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -327742.531250 Penalty: 2734.566895
	Iteration 27Q: 3 clusters Score -327742.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -327789.843750 Penalty: 2734.566895
	Iteration 28Q: 3 clusters Score -327789.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -327839.375000 Penalty: 2734.566895
	Iteration 29Q: 3 clusters Score -327839.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327867.718750 Penalty: 2734.566895
	Iteration 30Q: 3 clusters Score -327867.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -327887.875000 Penalty: 2734.566895
	Iteration 31Q: 3 clusters Score -327887.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327904.406250 Penalty: 2734.566895
	Iteration 32Q: 3 clusters Score -327904.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -327913.875000 Penalty: 2734.566895
	Iteration 33Q: 3 clusters Score -327913.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -327921.812500 Penalty: 2734.566895
	Iteration 34Q: 3 clusters Score -327921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -327927.500000 Penalty: 2734.566895
	Iteration 35Q: 3 clusters Score -327927.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -327938.718750 Penalty: 2734.566895
	Iteration 36Q: 3 clusters Score -327938.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -327949.093750 Penalty: 2734.566895
	Iteration 37Q: 3 clusters Score -327949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -327954.375000 Penalty: 2734.566895
	Iteration 38Q: 3 clusters Score -327954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -327957.750000 Penalty: 2734.566895
	Iteration 39Q: 3 clusters Score -327957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -327958.875000 Penalty: 2734.566895
	Iteration 40F: 3 clusters Score -327958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -327960.937500 Penalty: 2734.566895
	Iteration 41Q: 3 clusters Score -327960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -327961.500000 Penalty: 2734.566895
	Iteration 42Q: 3 clusters Score -327961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -327962.437500 Penalty: 2734.566895
	Iteration 43Q: 3 clusters Score -327962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -327963.968750 Penalty: 2734.566895
	Iteration 44Q: 3 clusters Score -327964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -327962.625000 Penalty: 2734.566895
	Iteration 45Q: 3 clusters Score -327962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -327963.375000 Penalty: 2734.566895
	Iteration 46Q: 3 clusters Score -327963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -327963.375000 Penalty: 2734.566895
	Iteration 47F: 3 clusters Score -327963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -153923.484375 Penalty: 1229.357178
	Iteration 0F: 2 clusters Score -153923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151918.265625 Penalty: 2458.714355
	Iteration 0F: 3 clusters Score -151918.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152351.312500 Penalty: 2458.714355
	Iteration 1F: 3 clusters Score -152351.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -152448.796875 Penalty: 2458.714355
	Iteration 2F: 3 clusters Score -152448.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152513.093750 Penalty: 2458.714355
	Iteration 3Q: 3 clusters Score -152513.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152559.531250 Penalty: 2458.714355
	Iteration 4Q: 3 clusters Score -152559.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152588.171875 Penalty: 2458.714355
	Iteration 5Q: 3 clusters Score -152588.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152616.578125 Penalty: 2458.714355
	Iteration 6Q: 3 clusters Score -152616.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152646.968750 Penalty: 2458.714355
	Iteration 7Q: 3 clusters Score -152647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152671.656250 Penalty: 2458.714355
	Iteration 8Q: 3 clusters Score -152671.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152692.781250 Penalty: 2458.714355
	Iteration 9Q: 3 clusters Score -152692.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152710.093750 Penalty: 2458.714355
	Iteration 10Q: 3 clusters Score -152710.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152731.250000 Penalty: 2458.714355
	Iteration 11Q: 3 clusters Score -152731.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152747.484375 Penalty: 2458.714355
	Iteration 12Q: 3 clusters Score -152747.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152759.375000 Penalty: 2458.714355
	Iteration 13Q: 3 clusters Score -152759.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152770.437500 Penalty: 2458.714355
	Iteration 14Q: 3 clusters Score -152770.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152783.125000 Penalty: 2458.714355
	Iteration 15Q: 3 clusters Score -152783.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152799.625000 Penalty: 2458.714355
	Iteration 16Q: 3 clusters Score -152799.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152820.187500 Penalty: 2458.714355
	Iteration 17Q: 3 clusters Score -152820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152839.234375 Penalty: 2458.714355
	Iteration 18Q: 3 clusters Score -152839.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152851.156250 Penalty: 2458.714355
	Iteration 19Q: 3 clusters Score -152851.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152866.734375 Penalty: 2458.714355
	Iteration 20F: 3 clusters Score -152866.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -152882.187500 Penalty: 2458.714355
	Iteration 21Q: 3 clusters Score -152882.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -152896.859375 Penalty: 2458.714355
	Iteration 22Q: 3 clusters Score -152896.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -152911.984375 Penalty: 2458.714355
	Iteration 23Q: 3 clusters Score -152912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -152922.671875 Penalty: 2458.714355
	Iteration 24Q: 3 clusters Score -152922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152936.671875 Penalty: 2458.714355
	Iteration 25Q: 3 clusters Score -152936.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -152946.234375 Penalty: 2458.714355
	Iteration 26Q: 3 clusters Score -152946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -152959.531250 Penalty: 2458.714355
	Iteration 27Q: 3 clusters Score -152959.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -152972.406250 Penalty: 2458.714355
	Iteration 28Q: 3 clusters Score -152972.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -152988.046875 Penalty: 2458.714355
	Iteration 29Q: 3 clusters Score -152988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -153001.281250 Penalty: 2458.714355
	Iteration 30Q: 3 clusters Score -153001.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -153011.250000 Penalty: 2458.714355
	Iteration 31Q: 3 clusters Score -153011.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -153024.562500 Penalty: 2458.714355
	Iteration 32Q: 3 clusters Score -153024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -153034.375000 Penalty: 2458.714355
	Iteration 33Q: 3 clusters Score -153034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -153038.046875 Penalty: 2458.714355
	Iteration 34Q: 3 clusters Score -153038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -153041.421875 Penalty: 2458.714355
	Iteration 35Q: 3 clusters Score -153041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -153044.187500 Penalty: 2458.714355
	Iteration 36Q: 3 clusters Score -153044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -153045.921875 Penalty: 2458.714355
	Iteration 37Q: 3 clusters Score -153045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -153047.062500 Penalty: 2458.714355
	Iteration 38Q: 3 clusters Score -153047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -153047.921875 Penalty: 2458.714355
	Iteration 39Q: 3 clusters Score -153047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -153050.312500 Penalty: 2458.714355
	Iteration 40F: 3 clusters Score -153050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -538559.312500 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -538559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -533738.437500 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -533738.4 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -535197.187500 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -535197.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -535427.687500 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -535427.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -535651.187500 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -535651.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -535899.125000 Penalty: 2848.976807
	Iteration 4F: 3 clusters Score -535899.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -536178.375000 Penalty: 2848.976807
	Iteration 5F: 3 clusters Score -536178.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -536508.687500 Penalty: 2848.976807
	Iteration 6F: 3 clusters Score -536508.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -536791.000000 Penalty: 2848.976807
	Iteration 7F: 3 clusters Score -536791 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -537007.812500 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -537007.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -537180.937500 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -537180.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -537297.187500 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -537297.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -537373.937500 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -537373.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -537416.187500 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -537416.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -537437.812500 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -537437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -537453.687500 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -537453.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -537464.875000 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -537464.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -537477.125000 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -537477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -537486.500000 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -537486.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -537491.875000 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -537491.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -537494.687500 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -537494.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -537498.062500 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -537498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -537500.500000 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -537500.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -537504.937500 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -537504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -537508.562500 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -537508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -537510.437500 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -537510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -537512.812500 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -537512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -537514.125000 Penalty: 2848.976807
	Iteration 26Q: 3 clusters Score -537514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -537517.062500 Penalty: 2848.976807
	Iteration 27Q: 3 clusters Score -537517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -537518.250000 Penalty: 2848.976807
	Iteration 28Q: 3 clusters Score -537518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -537518.312500 Penalty: 2848.976807
	Iteration 29Q: 3 clusters Score -537518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -537518.687500 Penalty: 2848.976807
	Iteration 30Q: 3 clusters Score -537518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -537518.187500 Penalty: 2848.976807
	Iteration 31Q: 3 clusters Score -537518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -537518.187500 Penalty: 2848.976807
	Iteration 32F: 3 clusters Score -537518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Entering Unmasked Estep 
Score: -2494231.500000 Penalty: 1671.334961
	Iteration 0F: 2 clusters Score -2494232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2474452.000000 Penalty: 3342.669922
	Iteration 0F: 3 clusters Score -2474452 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2482225.750000 Penalty: 3342.669922
	Iteration 1F: 3 clusters Score -2482226 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2482769.000000 Penalty: 3342.669922
	Iteration 2Q: 3 clusters Score -2482769 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2483478.000000 Penalty: 3342.669922
	Iteration 3Q: 3 clusters Score -2483478 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2484516.000000 Penalty: 3342.669922
	Iteration 4F: 3 clusters Score -2484516 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2486003.000000 Penalty: 3342.669922
	Iteration 5F: 3 clusters Score -2486003 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2487714.250000 Penalty: 3342.669922
	Iteration 6F: 3 clusters Score -2487714 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2489295.000000 Penalty: 3342.669922
	Iteration 7F: 3 clusters Score -2489295 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2490545.000000 Penalty: 3342.669922
	Iteration 8F: 3 clusters Score -2490545 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2491335.000000 Penalty: 3342.669922
	Iteration 9Q: 3 clusters Score -2491335 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2491917.000000 Penalty: 3342.669922
	Iteration 10Q: 3 clusters Score -2491917 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2492367.250000 Penalty: 3342.669922
	Iteration 11Q: 3 clusters Score -2492367 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2492741.250000 Penalty: 3342.669922
	Iteration 12Q: 3 clusters Score -2492741 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2492995.500000 Penalty: 3342.669922
	Iteration 13Q: 3 clusters Score -2492996 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2493194.000000 Penalty: 3342.669922
	Iteration 14Q: 3 clusters Score -2493194 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2493359.750000 Penalty: 3342.669922
	Iteration 15Q: 3 clusters Score -2493360 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2493482.500000 Penalty: 3342.669922
	Iteration 16Q: 3 clusters Score -2493482 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2493604.500000 Penalty: 3342.669922
	Iteration 17Q: 3 clusters Score -2493604 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2493695.500000 Penalty: 3342.669922
	Iteration 18Q: 3 clusters Score -2493696 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2493768.000000 Penalty: 3342.669922
	Iteration 19Q: 3 clusters Score -2493768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2493836.750000 Penalty: 3342.669922
	Iteration 20F: 3 clusters Score -2493837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2493889.250000 Penalty: 3342.669922
	Iteration 21Q: 3 clusters Score -2493889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2493938.250000 Penalty: 3342.669922
	Iteration 22Q: 3 clusters Score -2493938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2493982.750000 Penalty: 3342.669922
	Iteration 23Q: 3 clusters Score -2493983 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2494032.750000 Penalty: 3342.669922
	Iteration 24Q: 3 clusters Score -2494033 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2494070.000000 Penalty: 3342.669922
	Iteration 25Q: 3 clusters Score -2494070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2494104.750000 Penalty: 3342.669922
	Iteration 26Q: 3 clusters Score -2494105 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2494129.750000 Penalty: 3342.669922
	Iteration 27Q: 3 clusters Score -2494130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2494163.000000 Penalty: 3342.669922
	Iteration 28Q: 3 clusters Score -2494163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2494177.250000 Penalty: 3342.669922
	Iteration 29Q: 3 clusters Score -2494177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2494185.500000 Penalty: 3342.669922
	Iteration 30Q: 3 clusters Score -2494186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2494197.250000 Penalty: 3342.669922
	Iteration 31Q: 3 clusters Score -2494197 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2494207.000000 Penalty: 3342.669922
	Iteration 32Q: 3 clusters Score -2494207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2494213.500000 Penalty: 3342.669922
	Iteration 33Q: 3 clusters Score -2494214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2494219.500000 Penalty: 3342.669922
	Iteration 34Q: 3 clusters Score -2494220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2494221.750000 Penalty: 3342.669922
	Iteration 35Q: 3 clusters Score -2494222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2494225.000000 Penalty: 3342.669922
	Iteration 36Q: 3 clusters Score -2494225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2494226.750000 Penalty: 3342.669922
	Iteration 37Q: 3 clusters Score -2494227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2494231.000000 Penalty: 3342.669922
	Iteration 38Q: 3 clusters Score -2494231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2494231.750000 Penalty: 3342.669922
	Iteration 39Q: 3 clusters Score -2494232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2494233.500000 Penalty: 3342.669922
	Iteration 40F: 3 clusters Score -2494234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -2494234.250000 Penalty: 3342.669922
	Iteration 41Q: 3 clusters Score -2494234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -2494232.500000 Penalty: 3342.669922
	Iteration 42Q: 3 clusters Score -2494232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2494234.000000 Penalty: 3342.669922
	Iteration 43Q: 3 clusters Score -2494234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2494234.000000 Penalty: 3342.669922
	Iteration 44F: 3 clusters Score -2494234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12677 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19027 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 4207 members 
Mstep: Class 25 contains 67666 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 25087 members 
Entering Unmasked Estep 
Score: -54420724.000000 Penalty: 69658.390625
Splitting cluster 24 changes total score from -54421376.000000 to -54420724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (67666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Entering Unmasked Estep 
Score: -5798714.500000 Penalty: 1807.380127
	Iteration 0F: 2 clusters Score -5798714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -5753562.000000 Penalty: 3614.760254
	Iteration 0F: 3 clusters Score -5753562 nChanged 32017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5772019.500000 Penalty: 3614.760254
	Iteration 1F: 3 clusters Score -5772020 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -5772926.500000 Penalty: 3614.760254
	Iteration 2Q: 3 clusters Score -5772926 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -5774132.500000 Penalty: 3614.760254
	Iteration 3Q: 3 clusters Score -5774132 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5775903.500000 Penalty: 3614.760254
	Iteration 4F: 3 clusters Score -5775904 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -5778245.500000 Penalty: 3614.760254
	Iteration 5F: 3 clusters Score -5778246 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5781031.000000 Penalty: 3614.760254
	Iteration 6F: 3 clusters Score -5781031 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -5784238.000000 Penalty: 3614.760254
	Iteration 7F: 3 clusters Score -5784238 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -5787496.000000 Penalty: 3614.760254
	Iteration 8F: 3 clusters Score -5787496 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -5790204.500000 Penalty: 3614.760254
	Iteration 9Q: 3 clusters Score -5790204 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -5792165.000000 Penalty: 3614.760254
	Iteration 10Q: 3 clusters Score -5792165 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -5793442.500000 Penalty: 3614.760254
	Iteration 11Q: 3 clusters Score -5793442 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -5794373.000000 Penalty: 3614.760254
	Iteration 12Q: 3 clusters Score -5794373 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -5795222.500000 Penalty: 3614.760254
	Iteration 13Q: 3 clusters Score -5795222 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -5795922.500000 Penalty: 3614.760254
	Iteration 14Q: 3 clusters Score -5795922 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -5796464.500000 Penalty: 3614.760254
	Iteration 15Q: 3 clusters Score -5796464 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -5796878.000000 Penalty: 3614.760254
	Iteration 16Q: 3 clusters Score -5796878 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -5797099.000000 Penalty: 3614.760254
	Iteration 17Q: 3 clusters Score -5797099 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -5797217.000000 Penalty: 3614.760254
	Iteration 18Q: 3 clusters Score -5797217 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -5797352.500000 Penalty: 3614.760254
	Iteration 19Q: 3 clusters Score -5797352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -5797412.000000 Penalty: 3614.760254
	Iteration 20F: 3 clusters Score -5797412 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -5797482.500000 Penalty: 3614.760254
	Iteration 21Q: 3 clusters Score -5797482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -5797533.000000 Penalty: 3614.760254
	Iteration 22Q: 3 clusters Score -5797533 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -5797582.000000 Penalty: 3614.760254
	Iteration 23Q: 3 clusters Score -5797582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -5797586.500000 Penalty: 3614.760254
	Iteration 24Q: 3 clusters Score -5797586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -5797601.500000 Penalty: 3614.760254
	Iteration 25Q: 3 clusters Score -5797602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -5797615.000000 Penalty: 3614.760254
	Iteration 26Q: 3 clusters Score -5797615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -5797630.000000 Penalty: 3614.760254
	Iteration 27Q: 3 clusters Score -5797630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -5797631.500000 Penalty: 3614.760254
	Iteration 28Q: 3 clusters Score -5797632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -5797646.000000 Penalty: 3614.760254
	Iteration 29Q: 3 clusters Score -5797646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -5797659.000000 Penalty: 3614.760254
	Iteration 30Q: 3 clusters Score -5797659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -5797662.500000 Penalty: 3614.760254
	Iteration 31Q: 3 clusters Score -5797662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -5797670.000000 Penalty: 3614.760254
	Iteration 32Q: 3 clusters Score -5797670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -5797656.500000 Penalty: 3614.760254
	Iteration 33Q: 3 clusters Score -5797656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -5797666.500000 Penalty: 3614.760254
	Iteration 34Q: 3 clusters Score -5797666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -5797662.500000 Penalty: 3614.760254
	Iteration 35Q: 3 clusters Score -5797662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -5797659.500000 Penalty: 3614.760254
	Iteration 36Q: 3 clusters Score -5797660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -5797661.500000 Penalty: 3614.760254
	Iteration 37Q: 3 clusters Score -5797662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -5797658.000000 Penalty: 3614.760254
	Iteration 38Q: 3 clusters Score -5797658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -5797656.500000 Penalty: 3614.760254
	Iteration 39Q: 3 clusters Score -5797656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -5797649.500000 Penalty: 3614.760254
	Iteration 40F: 3 clusters Score -5797650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -5797654.000000 Penalty: 3614.760254
	Iteration 41Q: 3 clusters Score -5797654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -5797651.500000 Penalty: 3614.760254
	Iteration 42Q: 3 clusters Score -5797652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -5797654.500000 Penalty: 3614.760254
	Iteration 43Q: 3 clusters Score -5797654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -5797656.500000 Penalty: 3614.760254
	Iteration 44Q: 3 clusters Score -5797656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -5797658.000000 Penalty: 3614.760254
	Iteration 45Q: 3 clusters Score -5797658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -5797654.000000 Penalty: 3614.760254
	Iteration 46Q: 3 clusters Score -5797654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -5797654.000000 Penalty: 3614.760254
	Iteration 47F: 3 clusters Score -5797654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -330763.687500 Penalty: 1347.701782
	Iteration 0F: 2 clusters Score -330763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -327434.093750 Penalty: 2695.403564
	Iteration 0F: 3 clusters Score -327434.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -328337.250000 Penalty: 2695.403564
	Iteration 1F: 3 clusters Score -328337.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -328530.187500 Penalty: 2695.403564
	Iteration 2F: 3 clusters Score -328530.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -328676.500000 Penalty: 2695.403564
	Iteration 3F: 3 clusters Score -328676.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -328798.187500 Penalty: 2695.403564
	Iteration 4F: 3 clusters Score -328798.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -328904.312500 Penalty: 2695.403564
	Iteration 5Q: 3 clusters Score -328904.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -329021.687500 Penalty: 2695.403564
	Iteration 6Q: 3 clusters Score -329021.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -329126.312500 Penalty: 2695.403564
	Iteration 7Q: 3 clusters Score -329126.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -329218.125000 Penalty: 2695.403564
	Iteration 8Q: 3 clusters Score -329218.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -329307.031250 Penalty: 2695.403564
	Iteration 9Q: 3 clusters Score -329307 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -329393.343750 Penalty: 2695.403564
	Iteration 10Q: 3 clusters Score -329393.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -329464.500000 Penalty: 2695.403564
	Iteration 11Q: 3 clusters Score -329464.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -329523.406250 Penalty: 2695.403564
	Iteration 12Q: 3 clusters Score -329523.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -329581.343750 Penalty: 2695.403564
	Iteration 13Q: 3 clusters Score -329581.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -329617.000000 Penalty: 2695.403564
	Iteration 14Q: 3 clusters Score -329617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -329639.531250 Penalty: 2695.403564
	Iteration 15Q: 3 clusters Score -329639.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -329660.625000 Penalty: 2695.403564
	Iteration 16Q: 3 clusters Score -329660.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -329675.281250 Penalty: 2695.403564
	Iteration 17Q: 3 clusters Score -329675.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -329689.656250 Penalty: 2695.403564
	Iteration 18Q: 3 clusters Score -329689.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -329697.968750 Penalty: 2695.403564
	Iteration 19Q: 3 clusters Score -329698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -329705.437500 Penalty: 2695.403564
	Iteration 20F: 3 clusters Score -329705.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -329710.562500 Penalty: 2695.403564
	Iteration 21Q: 3 clusters Score -329710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -329716.125000 Penalty: 2695.403564
	Iteration 22Q: 3 clusters Score -329716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -329723.343750 Penalty: 2695.403564
	Iteration 23Q: 3 clusters Score -329723.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -329728.062500 Penalty: 2695.403564
	Iteration 24Q: 3 clusters Score -329728.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -329731.375000 Penalty: 2695.403564
	Iteration 25Q: 3 clusters Score -329731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -329735.375000 Penalty: 2695.403564
	Iteration 26Q: 3 clusters Score -329735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -329742.593750 Penalty: 2695.403564
	Iteration 27Q: 3 clusters Score -329742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -329748.781250 Penalty: 2695.403564
	Iteration 28Q: 3 clusters Score -329748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -329758.156250 Penalty: 2695.403564
	Iteration 29Q: 3 clusters Score -329758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329768.375000 Penalty: 2695.403564
	Iteration 30Q: 3 clusters Score -329768.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -329776.656250 Penalty: 2695.403564
	Iteration 31Q: 3 clusters Score -329776.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -329786.406250 Penalty: 2695.403564
	Iteration 32Q: 3 clusters Score -329786.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -329798.625000 Penalty: 2695.403564
	Iteration 33Q: 3 clusters Score -329798.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -329820.000000 Penalty: 2695.403564
	Iteration 34Q: 3 clusters Score -329820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -329844.437500 Penalty: 2695.403564
	Iteration 35Q: 3 clusters Score -329844.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329862.156250 Penalty: 2695.403564
	Iteration 36Q: 3 clusters Score -329862.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -329881.593750 Penalty: 2695.403564
	Iteration 37Q: 3 clusters Score -329881.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -329894.750000 Penalty: 2695.403564
	Iteration 38Q: 3 clusters Score -329894.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329908.125000 Penalty: 2695.403564
	Iteration 39Q: 3 clusters Score -329908.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -329914.562500 Penalty: 2695.403564
	Iteration 40F: 3 clusters Score -329914.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -329918.687500 Penalty: 2695.403564
	Iteration 41Q: 3 clusters Score -329918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -329920.531250 Penalty: 2695.403564
	Iteration 42Q: 3 clusters Score -329920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -329924.593750 Penalty: 2695.403564
	Iteration 43Q: 3 clusters Score -329924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -329926.937500 Penalty: 2695.403564
	Iteration 44Q: 3 clusters Score -329926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -329927.093750 Penalty: 2695.403564
	Iteration 45Q: 3 clusters Score -329927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -329928.781250 Penalty: 2695.403564
	Iteration 46Q: 3 clusters Score -329928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -329930.312500 Penalty: 2695.403564
	Iteration 47Q: 3 clusters Score -329930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329931.843750 Penalty: 2695.403564
	Iteration 48Q: 3 clusters Score -329931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -329931.781250 Penalty: 2695.403564
	Iteration 49Q: 3 clusters Score -329931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -329932.187500 Penalty: 2695.403564
	Iteration 50Q: 3 clusters Score -329932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329932.812500 Penalty: 2695.403564
	Iteration 51Q: 3 clusters Score -329932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -329934.281250 Penalty: 2695.403564
	Iteration 52Q: 3 clusters Score -329934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -329936.625000 Penalty: 2695.403564
	Iteration 53Q: 3 clusters Score -329936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -329939.375000 Penalty: 2695.403564
	Iteration 54Q: 3 clusters Score -329939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -329941.062500 Penalty: 2695.403564
	Iteration 55Q: 3 clusters Score -329941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -329942.000000 Penalty: 2695.403564
	Iteration 56Q: 3 clusters Score -329942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -329942.562500 Penalty: 2695.403564
	Iteration 57Q: 3 clusters Score -329942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -329942.562500 Penalty: 2695.403564
	Iteration 58F: 3 clusters Score -329942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -336511.000000 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -336511 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 1973 members 
Entering Unmasked Estep 
Score: -333164.187500 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -333164.2 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -334028.218750 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -334028.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -334187.687500 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -334187.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -334304.406250 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -334304.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -334371.562500 Penalty: 2696.539551
	Iteration 4Q: 3 clusters Score -334371.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -334428.718750 Penalty: 2696.539551
	Iteration 5Q: 3 clusters Score -334428.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -334490.687500 Penalty: 2696.539551
	Iteration 6Q: 3 clusters Score -334490.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -334541.812500 Penalty: 2696.539551
	Iteration 7Q: 3 clusters Score -334541.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -334595.437500 Penalty: 2696.539551
	Iteration 8Q: 3 clusters Score -334595.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -334647.875000 Penalty: 2696.539551
	Iteration 9Q: 3 clusters Score -334647.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -334704.875000 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -334704.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -334768.718750 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -334768.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -334843.281250 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -334843.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -334912.031250 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -334912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -334967.562500 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -334967.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -335024.187500 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -335024.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -335074.187500 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -335074.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -335113.312500 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -335113.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -335139.593750 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -335139.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -335160.093750 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -335160.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -335176.625000 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -335176.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -335191.406250 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -335191.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -335200.281250 Penalty: 2696.539551
	Iteration 22Q: 3 clusters Score -335200.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -335208.906250 Penalty: 2696.539551
	Iteration 23Q: 3 clusters Score -335208.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -335217.687500 Penalty: 2696.539551
	Iteration 24Q: 3 clusters Score -335217.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -335229.500000 Penalty: 2696.539551
	Iteration 25Q: 3 clusters Score -335229.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -335244.562500 Penalty: 2696.539551
	Iteration 26Q: 3 clusters Score -335244.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -335255.781250 Penalty: 2696.539551
	Iteration 27Q: 3 clusters Score -335255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -335267.843750 Penalty: 2696.539551
	Iteration 28Q: 3 clusters Score -335267.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -335278.906250 Penalty: 2696.539551
	Iteration 29Q: 3 clusters Score -335278.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -335287.187500 Penalty: 2696.539551
	Iteration 30Q: 3 clusters Score -335287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -335294.625000 Penalty: 2696.539551
	Iteration 31Q: 3 clusters Score -335294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -335299.031250 Penalty: 2696.539551
	Iteration 32Q: 3 clusters Score -335299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -335302.375000 Penalty: 2696.539551
	Iteration 33Q: 3 clusters Score -335302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -335305.156250 Penalty: 2696.539551
	Iteration 34Q: 3 clusters Score -335305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -335307.250000 Penalty: 2696.539551
	Iteration 35Q: 3 clusters Score -335307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -335308.750000 Penalty: 2696.539551
	Iteration 36Q: 3 clusters Score -335308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -335310.218750 Penalty: 2696.539551
	Iteration 37Q: 3 clusters Score -335310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -335310.812500 Penalty: 2696.539551
	Iteration 38Q: 3 clusters Score -335310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -335311.031250 Penalty: 2696.539551
	Iteration 39Q: 3 clusters Score -335311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -335311.156250 Penalty: 2696.539551
	Iteration 40F: 3 clusters Score -335311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -335311.656250 Penalty: 2696.539551
	Iteration 41Q: 3 clusters Score -335311.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -335311.656250 Penalty: 2696.539551
	Iteration 42F: 3 clusters Score -335311.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -1839436.750000 Penalty: 1621.672485
	Iteration 0F: 2 clusters Score -1839437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1824851.750000 Penalty: 3243.344971
	Iteration 0F: 3 clusters Score -1824852 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1830116.250000 Penalty: 3243.344971
	Iteration 1F: 3 clusters Score -1830116 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1830473.500000 Penalty: 3243.344971
	Iteration 2Q: 3 clusters Score -1830474 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1830901.375000 Penalty: 3243.344971
	Iteration 3Q: 3 clusters Score -1830901 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1831463.875000 Penalty: 3243.344971
	Iteration 4F: 3 clusters Score -1831464 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1832199.500000 Penalty: 3243.344971
	Iteration 5F: 3 clusters Score -1832200 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1833129.500000 Penalty: 3243.344971
	Iteration 6F: 3 clusters Score -1833130 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1834121.000000 Penalty: 3243.344971
	Iteration 7F: 3 clusters Score -1834121 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1834950.750000 Penalty: 3243.344971
	Iteration 8F: 3 clusters Score -1834951 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1835533.625000 Penalty: 3243.344971
	Iteration 9F: 3 clusters Score -1835534 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1835984.375000 Penalty: 3243.344971
	Iteration 10Q: 3 clusters Score -1835984 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1836323.750000 Penalty: 3243.344971
	Iteration 11Q: 3 clusters Score -1836324 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1836619.750000 Penalty: 3243.344971
	Iteration 12Q: 3 clusters Score -1836620 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1836881.875000 Penalty: 3243.344971
	Iteration 13Q: 3 clusters Score -1836882 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1837133.500000 Penalty: 3243.344971
	Iteration 14Q: 3 clusters Score -1837134 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1837334.750000 Penalty: 3243.344971
	Iteration 15Q: 3 clusters Score -1837335 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1837459.750000 Penalty: 3243.344971
	Iteration 16Q: 3 clusters Score -1837460 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1837554.250000 Penalty: 3243.344971
	Iteration 17Q: 3 clusters Score -1837554 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1837641.125000 Penalty: 3243.344971
	Iteration 18Q: 3 clusters Score -1837641 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1837719.000000 Penalty: 3243.344971
	Iteration 19Q: 3 clusters Score -1837719 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1837795.500000 Penalty: 3243.344971
	Iteration 20F: 3 clusters Score -1837796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1837872.000000 Penalty: 3243.344971
	Iteration 21Q: 3 clusters Score -1837872 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1837958.625000 Penalty: 3243.344971
	Iteration 22Q: 3 clusters Score -1837959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1838032.375000 Penalty: 3243.344971
	Iteration 23Q: 3 clusters Score -1838032 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1838098.625000 Penalty: 3243.344971
	Iteration 24Q: 3 clusters Score -1838099 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1838153.375000 Penalty: 3243.344971
	Iteration 25Q: 3 clusters Score -1838153 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1838213.000000 Penalty: 3243.344971
	Iteration 26Q: 3 clusters Score -1838213 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1838260.875000 Penalty: 3243.344971
	Iteration 27Q: 3 clusters Score -1838261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1838309.750000 Penalty: 3243.344971
	Iteration 28Q: 3 clusters Score -1838310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1838348.125000 Penalty: 3243.344971
	Iteration 29Q: 3 clusters Score -1838348 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1838392.125000 Penalty: 3243.344971
	Iteration 30Q: 3 clusters Score -1838392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1838431.500000 Penalty: 3243.344971
	Iteration 31Q: 3 clusters Score -1838432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1838465.000000 Penalty: 3243.344971
	Iteration 32Q: 3 clusters Score -1838465 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1838502.375000 Penalty: 3243.344971
	Iteration 33Q: 3 clusters Score -1838502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1838529.125000 Penalty: 3243.344971
	Iteration 34Q: 3 clusters Score -1838529 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1838541.500000 Penalty: 3243.344971
	Iteration 35Q: 3 clusters Score -1838542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1838562.750000 Penalty: 3243.344971
	Iteration 36Q: 3 clusters Score -1838563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1838582.625000 Penalty: 3243.344971
	Iteration 37Q: 3 clusters Score -1838583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1838606.250000 Penalty: 3243.344971
	Iteration 38Q: 3 clusters Score -1838606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1838608.625000 Penalty: 3243.344971
	Iteration 39Q: 3 clusters Score -1838609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1838617.250000 Penalty: 3243.344971
	Iteration 40F: 3 clusters Score -1838617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1838630.875000 Penalty: 3243.344971
	Iteration 41Q: 3 clusters Score -1838631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1838639.875000 Penalty: 3243.344971
	Iteration 42Q: 3 clusters Score -1838640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1838640.875000 Penalty: 3243.344971
	Iteration 43Q: 3 clusters Score -1838641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1838649.750000 Penalty: 3243.344971
	Iteration 44Q: 3 clusters Score -1838650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1838653.125000 Penalty: 3243.344971
	Iteration 45Q: 3 clusters Score -1838653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1838653.000000 Penalty: 3243.344971
	Iteration 46Q: 3 clusters Score -1838653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1838655.500000 Penalty: 3243.344971
	Iteration 47Q: 3 clusters Score -1838656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1838655.250000 Penalty: 3243.344971
	Iteration 48Q: 3 clusters Score -1838655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1838657.875000 Penalty: 3243.344971
	Iteration 49Q: 3 clusters Score -1838658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1838660.125000 Penalty: 3243.344971
	Iteration 50Q: 3 clusters Score -1838660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1838664.125000 Penalty: 3243.344971
	Iteration 51Q: 3 clusters Score -1838664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1838663.375000 Penalty: 3243.344971
	Iteration 52Q: 3 clusters Score -1838663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1838661.250000 Penalty: 3243.344971
	Iteration 53Q: 3 clusters Score -1838661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1838659.375000 Penalty: 3243.344971
	Iteration 54Q: 3 clusters Score -1838659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1838662.125000 Penalty: 3243.344971
	Iteration 55Q: 3 clusters Score -1838662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1838660.875000 Penalty: 3243.344971
	Iteration 56Q: 3 clusters Score -1838661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1838658.875000 Penalty: 3243.344971
	Iteration 57Q: 3 clusters Score -1838659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1838659.375000 Penalty: 3243.344971
	Iteration 58Q: 3 clusters Score -1838659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1838659.375000 Penalty: 3243.344971
	Iteration 59F: 3 clusters Score -1838659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Entering Unmasked Estep 
Score: -304945.750000 Penalty: 1358.549683
	Iteration 0F: 2 clusters Score -304945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -301495.656250 Penalty: 2717.099365
	Iteration 0F: 3 clusters Score -301495.7 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -302958.437500 Penalty: 2717.099365
	Iteration 1F: 3 clusters Score -302958.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -303553.031250 Penalty: 2717.099365
	Iteration 2F: 3 clusters Score -303553 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -303898.531250 Penalty: 2717.099365
	Iteration 3F: 3 clusters Score -303898.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -304064.968750 Penalty: 2717.099365
	Iteration 4F: 3 clusters Score -304065 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -304151.968750 Penalty: 2717.099365
	Iteration 5Q: 3 clusters Score -304152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -304204.937500 Penalty: 2717.099365
	Iteration 6Q: 3 clusters Score -304204.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -304231.718750 Penalty: 2717.099365
	Iteration 7Q: 3 clusters Score -304231.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -304253.625000 Penalty: 2717.099365
	Iteration 8Q: 3 clusters Score -304253.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -304274.968750 Penalty: 2717.099365
	Iteration 9Q: 3 clusters Score -304275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -304294.468750 Penalty: 2717.099365
	Iteration 10Q: 3 clusters Score -304294.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -304315.687500 Penalty: 2717.099365
	Iteration 11Q: 3 clusters Score -304315.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -304335.843750 Penalty: 2717.099365
	Iteration 12Q: 3 clusters Score -304335.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -304346.937500 Penalty: 2717.099365
	Iteration 13Q: 3 clusters Score -304346.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -304355.375000 Penalty: 2717.099365
	Iteration 14Q: 3 clusters Score -304355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -304365.750000 Penalty: 2717.099365
	Iteration 15Q: 3 clusters Score -304365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -304376.968750 Penalty: 2717.099365
	Iteration 16Q: 3 clusters Score -304377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -304385.062500 Penalty: 2717.099365
	Iteration 17Q: 3 clusters Score -304385.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -304395.562500 Penalty: 2717.099365
	Iteration 18Q: 3 clusters Score -304395.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -304410.781250 Penalty: 2717.099365
	Iteration 19Q: 3 clusters Score -304410.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -304420.000000 Penalty: 2717.099365
	Iteration 20F: 3 clusters Score -304420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -304428.812500 Penalty: 2717.099365
	Iteration 21Q: 3 clusters Score -304428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -304433.937500 Penalty: 2717.099365
	Iteration 22Q: 3 clusters Score -304433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -304438.906250 Penalty: 2717.099365
	Iteration 23Q: 3 clusters Score -304438.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -304443.062500 Penalty: 2717.099365
	Iteration 24Q: 3 clusters Score -304443.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -304445.906250 Penalty: 2717.099365
	Iteration 25Q: 3 clusters Score -304445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -304446.906250 Penalty: 2717.099365
	Iteration 26Q: 3 clusters Score -304446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -304447.375000 Penalty: 2717.099365
	Iteration 27Q: 3 clusters Score -304447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -304448.625000 Penalty: 2717.099365
	Iteration 28Q: 3 clusters Score -304448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -304448.625000 Penalty: 2717.099365
	Iteration 29Q: 3 clusters Score -304448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -304448.718750 Penalty: 2717.099365
	Iteration 30Q: 3 clusters Score -304448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -304449.187500 Penalty: 2717.099365
	Iteration 31Q: 3 clusters Score -304449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -304448.906250 Penalty: 2717.099365
	Iteration 32Q: 3 clusters Score -304448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -304448.906250 Penalty: 2717.099365
	Iteration 33F: 3 clusters Score -304448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -162713.687500 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -162713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -160592.890625 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -160592.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -161073.468750 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -161073.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -161204.250000 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -161204.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -161302.125000 Penalty: 2473.527100
	Iteration 3F: 3 clusters Score -161302.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -161398.703125 Penalty: 2473.527100
	Iteration 4F: 3 clusters Score -161398.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -161484.906250 Penalty: 2473.527100
	Iteration 5Q: 3 clusters Score -161484.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -161573.296875 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -161573.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -161652.546875 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -161652.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -161711.781250 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -161711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -161770.156250 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -161770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -161809.328125 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -161809.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -161852.578125 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -161852.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -161881.156250 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -161881.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -161902.171875 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -161902.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -161916.750000 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -161916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -161936.281250 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -161936.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -161965.140625 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -161965.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -161974.312500 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -161974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -161987.562500 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -161987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -161996.078125 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -161996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -162000.796875 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -162000.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -162002.609375 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -162002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -162004.437500 Penalty: 2473.527100
	Iteration 22Q: 3 clusters Score -162004.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -162004.437500 Penalty: 2473.527100
	Iteration 23F: 3 clusters Score -162004.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -330046.250000 Penalty: 1345.656738
	Iteration 0F: 2 clusters Score -330046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -326706.531250 Penalty: 2691.313477
	Iteration 0F: 3 clusters Score -326706.5 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -327679.593750 Penalty: 2691.313477
	Iteration 1F: 3 clusters Score -327679.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -327913.531250 Penalty: 2691.313477
	Iteration 2F: 3 clusters Score -327913.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -328075.062500 Penalty: 2691.313477
	Iteration 3F: 3 clusters Score -328075.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -328199.562500 Penalty: 2691.313477
	Iteration 4F: 3 clusters Score -328199.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -328302.375000 Penalty: 2691.313477
	Iteration 5Q: 3 clusters Score -328302.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -328381.125000 Penalty: 2691.313477
	Iteration 6Q: 3 clusters Score -328381.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -328467.750000 Penalty: 2691.313477
	Iteration 7Q: 3 clusters Score -328467.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -328564.250000 Penalty: 2691.313477
	Iteration 8Q: 3 clusters Score -328564.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -328710.375000 Penalty: 2691.313477
	Iteration 9Q: 3 clusters Score -328710.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -328853.687500 Penalty: 2691.313477
	Iteration 10Q: 3 clusters Score -328853.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -328971.718750 Penalty: 2691.313477
	Iteration 11Q: 3 clusters Score -328971.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -329056.781250 Penalty: 2691.313477
	Iteration 12Q: 3 clusters Score -329056.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -329144.062500 Penalty: 2691.313477
	Iteration 13Q: 3 clusters Score -329144.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -329217.125000 Penalty: 2691.313477
	Iteration 14Q: 3 clusters Score -329217.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -329276.281250 Penalty: 2691.313477
	Iteration 15Q: 3 clusters Score -329276.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -329327.906250 Penalty: 2691.313477
	Iteration 16Q: 3 clusters Score -329327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -329346.718750 Penalty: 2691.313477
	Iteration 17Q: 3 clusters Score -329346.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -329360.031250 Penalty: 2691.313477
	Iteration 18Q: 3 clusters Score -329360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -329370.500000 Penalty: 2691.313477
	Iteration 19Q: 3 clusters Score -329370.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -329380.218750 Penalty: 2691.313477
	Iteration 20F: 3 clusters Score -329380.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -329390.125000 Penalty: 2691.313477
	Iteration 21Q: 3 clusters Score -329390.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -329398.062500 Penalty: 2691.313477
	Iteration 22Q: 3 clusters Score -329398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -329408.156250 Penalty: 2691.313477
	Iteration 23Q: 3 clusters Score -329408.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -329413.343750 Penalty: 2691.313477
	Iteration 24Q: 3 clusters Score -329413.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -329415.625000 Penalty: 2691.313477
	Iteration 25Q: 3 clusters Score -329415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -329415.937500 Penalty: 2691.313477
	Iteration 26Q: 3 clusters Score -329415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -329416.718750 Penalty: 2691.313477
	Iteration 27Q: 3 clusters Score -329416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -329418.625000 Penalty: 2691.313477
	Iteration 28Q: 3 clusters Score -329418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -329419.812500 Penalty: 2691.313477
	Iteration 29Q: 3 clusters Score -329419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -329419.812500 Penalty: 2691.313477
	Iteration 30F: 3 clusters Score -329419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12677 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19027 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29294 members 
Mstep: Class 25 contains 67666 members 
Mstep: Class 26 contains 3998 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421360.000000 Penalty: 67481.570312
Iteration 119Q: 32 clusters Score -5.442136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 158963 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11824 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 16905 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 12677 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19024 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 29295 members 
Mstep: Class 25 contains 67656 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 4273 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421376.000000 Penalty: 67481.570312
Iteration 120F: 32 clusters Score -5.442138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 158964 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12673 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19021 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29296 members 
Mstep: Class 25 contains 67647 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21578 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421384.000000 Penalty: 67481.570312
Iteration 121Q: 32 clusters Score -5.442138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 158966 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 16909 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12670 members 
Mstep: Class 15 contains 5923 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19016 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29297 members 
Mstep: Class 25 contains 67636 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21578 members 
Mstep: Class 29 contains 4267 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421380.000000 Penalty: 67481.570312
Iteration 122Q: 32 clusters Score -5.442138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16911 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29299 members 
Mstep: Class 25 contains 67632 members 
Mstep: Class 26 contains 4005 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21578 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421340.000000 Penalty: 67481.570312
Iteration 123Q: 32 clusters Score -5.442134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 16916 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19006 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4512 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29303 members 
Mstep: Class 25 contains 67628 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21577 members 
Mstep: Class 29 contains 4259 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421332.000000 Penalty: 67481.570312
Iteration 124Q: 32 clusters Score -5.442133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11839 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19004 members 
Mstep: Class 18 contains 7874 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29305 members 
Mstep: Class 25 contains 67621 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21576 members 
Mstep: Class 29 contains 4257 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421348.000000 Penalty: 67481.570312
Iteration 125Q: 32 clusters Score -5.442135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16918 members 
Mstep: Class 10 contains 11841 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206315 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 19001 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4516 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29304 members 
Mstep: Class 25 contains 67615 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21575 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421328.000000 Penalty: 67481.570312
Iteration 126Q: 32 clusters Score -5.442133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5271 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 9998 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11845 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18994 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29306 members 
Mstep: Class 25 contains 67606 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21573 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421356.000000 Penalty: 67481.570312
Iteration 127Q: 32 clusters Score -5.442136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9993 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16915 members 
Mstep: Class 10 contains 11845 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 206320 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18990 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4519 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29308 members 
Mstep: Class 25 contains 67600 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21573 members 
Mstep: Class 29 contains 4252 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421352.000000 Penalty: 67481.570312
Iteration 128Q: 32 clusters Score -5.442135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 158967 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16919 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18983 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 1931 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 29309 members 
Mstep: Class 25 contains 67596 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 4250 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421384.000000 Penalty: 67481.570312
Iteration 129Q: 32 clusters Score -5.442138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 158964 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9985 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11844 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 5926 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18980 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 1931 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29315 members 
Mstep: Class 25 contains 67591 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 4249 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421416.000000 Penalty: 67481.570312
Iteration 130Q: 32 clusters Score -5.442142e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 158961 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9982 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16917 members 
Mstep: Class 10 contains 11847 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206313 members 
Mstep: Class 14 contains 12668 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18978 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29320 members 
Mstep: Class 25 contains 67584 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 4248 members 
Mstep: Class 30 contains 2020 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421336.000000 Penalty: 67481.570312
Iteration 131Q: 32 clusters Score -5.442134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 158958 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11821 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 11848 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206312 members 
Mstep: Class 14 contains 12666 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29321 members 
Mstep: Class 25 contains 67580 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421312.000000 Penalty: 67481.570312
Iteration 132Q: 32 clusters Score -5.442131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5291 members 
Mstep: Class 3 contains 158958 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11821 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9972 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 16926 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18977 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29324 members 
Mstep: Class 25 contains 67568 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421292.000000 Penalty: 67481.570312
Iteration 133Q: 32 clusters Score -5.442129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 158959 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11820 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9966 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 11851 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12663 members 
Mstep: Class 15 contains 5927 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18972 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 7081 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29324 members 
Mstep: Class 25 contains 67557 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21570 members 
Mstep: Class 29 contains 4246 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421316.000000 Penalty: 67481.570312
Iteration 134Q: 32 clusters Score -5.442132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 158959 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11817 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 16940 members 
Mstep: Class 10 contains 11852 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 5928 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18969 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29327 members 
Mstep: Class 25 contains 67545 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21569 members 
Mstep: Class 29 contains 4245 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421280.000000 Penalty: 67481.570312
Iteration 135Q: 32 clusters Score -5.442128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5306 members 
Mstep: Class 3 contains 158959 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 11817 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9955 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16947 members 
Mstep: Class 10 contains 11853 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206302 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 15 contains 5928 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18964 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29331 members 
Mstep: Class 25 contains 67533 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21568 members 
Mstep: Class 29 contains 4244 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421276.000000 Penalty: 67481.570312
Iteration 136Q: 32 clusters Score -5.442128e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 158959 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16954 members 
Mstep: Class 10 contains 11855 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206293 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 18963 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29333 members 
Mstep: Class 25 contains 67525 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21565 members 
Mstep: Class 29 contains 4242 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421320.000000 Penalty: 67481.570312
Iteration 137Q: 32 clusters Score -5.442132e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 158963 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 11813 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9945 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 16958 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206292 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18962 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29334 members 
Mstep: Class 25 contains 67518 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21563 members 
Mstep: Class 29 contains 4240 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421312.000000 Penalty: 67481.570312
Iteration 138Q: 32 clusters Score -5.442131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 158965 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 11813 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9933 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16962 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206291 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 5929 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 18962 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 29336 members 
Mstep: Class 25 contains 67506 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 4012 members 
Mstep: Class 28 contains 21561 members 
Mstep: Class 29 contains 4237 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421392.000000 Penalty: 67481.570312
Iteration 139Q: 32 clusters Score -5.442139e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 158968 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9926 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16966 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206287 members 
Mstep: Class 14 contains 12657 members 
Mstep: Class 15 contains 5931 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 18960 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 29336 members 
Mstep: Class 25 contains 67501 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21561 members 
Mstep: Class 29 contains 4232 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421412.000000 Penalty: 67481.570312
Iteration 140F: 32 clusters Score -5.442141e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 158974 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 11813 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 16970 members 
Mstep: Class 10 contains 11859 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206292 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 18955 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 29339 members 
Mstep: Class 25 contains 67494 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21562 members 
Mstep: Class 29 contains 4227 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421380.000000 Penalty: 67481.570312
Iteration 141Q: 32 clusters Score -5.442138e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5314 members 
Mstep: Class 3 contains 158980 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 16968 members 
Mstep: Class 10 contains 11859 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206294 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 18951 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7090 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 29344 members 
Mstep: Class 25 contains 67486 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21560 members 
Mstep: Class 29 contains 4225 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 3996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421372.000000 Penalty: 67481.570312
Iteration 142Q: 32 clusters Score -5.442137e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9898 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 16976 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206297 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18946 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29348 members 
Mstep: Class 25 contains 67476 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21556 members 
Mstep: Class 29 contains 4220 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421384.000000 Penalty: 67481.570312
Iteration 143Q: 32 clusters Score -5.442138e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 8005 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 206298 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18945 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29349 members 
Mstep: Class 25 contains 67473 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21555 members 
Mstep: Class 29 contains 4218 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421388.000000 Penalty: 67481.570312
Iteration 144Q: 32 clusters Score -5.442139e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 158988 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 9876 members 
Mstep: Class 8 contains 8004 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 206304 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18945 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29347 members 
Mstep: Class 25 contains 67467 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 21554 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421368.000000 Penalty: 67481.570312
Iteration 145Q: 32 clusters Score -5.442137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 9868 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16981 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18945 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29349 members 
Mstep: Class 25 contains 67458 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4010 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421352.000000 Penalty: 67481.570312
Iteration 146Q: 32 clusters Score -5.442135e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 158991 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 7 contains 9864 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16986 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18945 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29347 members 
Mstep: Class 25 contains 67448 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21549 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421344.000000 Penalty: 67481.570312
Iteration 147Q: 32 clusters Score -5.442134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5325 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9862 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 16990 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206309 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 5938 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18940 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29347 members 
Mstep: Class 25 contains 67442 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21548 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421276.000000 Penalty: 67481.570312
Iteration 148Q: 32 clusters Score -5.442128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 11812 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 16986 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206312 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18942 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29345 members 
Mstep: Class 25 contains 67440 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421264.000000 Penalty: 67481.570312
Iteration 149Q: 32 clusters Score -5.442126e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 158988 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 11811 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 16980 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206314 members 
Mstep: Class 14 contains 12651 members 
Mstep: Class 15 contains 5938 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18942 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29346 members 
Mstep: Class 25 contains 67436 members 
Mstep: Class 26 contains 4009 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421264.000000 Penalty: 67481.570312
Iteration 150Q: 32 clusters Score -5.442126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 11807 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5939 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18939 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29348 members 
Mstep: Class 25 contains 67436 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421216.000000 Penalty: 67481.570312
Iteration 151Q: 32 clusters Score -5.442122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 158984 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206319 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29352 members 
Mstep: Class 25 contains 67433 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421220.000000 Penalty: 67481.570312
Iteration 152Q: 32 clusters Score -5.442122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 11803 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16975 members 
Mstep: Class 10 contains 11859 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206321 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 29354 members 
Mstep: Class 25 contains 67429 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4217 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421192.000000 Penalty: 67481.570312
Iteration 153Q: 32 clusters Score -5.442119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 158989 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 11804 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16974 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206319 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 29357 members 
Mstep: Class 25 contains 67423 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21545 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421200.000000 Penalty: 67481.570312
Iteration 154Q: 32 clusters Score -5.44212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 158988 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 11803 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6423 members 
Mstep: Class 24 contains 29361 members 
Mstep: Class 25 contains 67420 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421248.000000 Penalty: 67481.570312
Iteration 155Q: 32 clusters Score -5.442125e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 11796 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 16971 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 12650 members 
Mstep: Class 15 contains 5942 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29364 members 
Mstep: Class 25 contains 67419 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421276.000000 Penalty: 67481.570312
Iteration 156Q: 32 clusters Score -5.442128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158986 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 16974 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5943 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18934 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29370 members 
Mstep: Class 25 contains 67416 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421260.000000 Penalty: 67481.570312
Iteration 157Q: 32 clusters Score -5.442126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 206317 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29372 members 
Mstep: Class 25 contains 67415 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4214 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421228.000000 Penalty: 67481.570312
Iteration 158Q: 32 clusters Score -5.442123e+07 nChanged 24
Entering ConstructFrom: 
Score: -54421228.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (7448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Entering Unmasked Estep 
Score: -643080.750000 Penalty: 1448.801392
	Iteration 0F: 2 clusters Score -643080.8 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 3780 members 
Entering Unmasked Estep 
Score: -637566.187500 Penalty: 2897.602783
	Iteration 0F: 3 clusters Score -637566.2 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -639152.187500 Penalty: 2897.602783
	Iteration 1F: 3 clusters Score -639152.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -639386.937500 Penalty: 2897.602783
	Iteration 2F: 3 clusters Score -639386.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -639577.937500 Penalty: 2897.602783
	Iteration 3F: 3 clusters Score -639577.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -639733.375000 Penalty: 2897.602783
	Iteration 4Q: 3 clusters Score -639733.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -639892.625000 Penalty: 2897.602783
	Iteration 5Q: 3 clusters Score -639892.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -640080.187500 Penalty: 2897.602783
	Iteration 6Q: 3 clusters Score -640080.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -640282.937500 Penalty: 2897.602783
	Iteration 7Q: 3 clusters Score -640282.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -640520.812500 Penalty: 2897.602783
	Iteration 8Q: 3 clusters Score -640520.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -640770.562500 Penalty: 2897.602783
	Iteration 9Q: 3 clusters Score -640770.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -641034.687500 Penalty: 2897.602783
	Iteration 10Q: 3 clusters Score -641034.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -641264.312500 Penalty: 2897.602783
	Iteration 11Q: 3 clusters Score -641264.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -641421.812500 Penalty: 2897.602783
	Iteration 12Q: 3 clusters Score -641421.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -641542.250000 Penalty: 2897.602783
	Iteration 13Q: 3 clusters Score -641542.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -641622.312500 Penalty: 2897.602783
	Iteration 14Q: 3 clusters Score -641622.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -641681.937500 Penalty: 2897.602783
	Iteration 15Q: 3 clusters Score -641681.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -641717.687500 Penalty: 2897.602783
	Iteration 16Q: 3 clusters Score -641717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -641740.687500 Penalty: 2897.602783
	Iteration 17Q: 3 clusters Score -641740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -641758.187500 Penalty: 2897.602783
	Iteration 18Q: 3 clusters Score -641758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -641766.125000 Penalty: 2897.602783
	Iteration 19Q: 3 clusters Score -641766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -641773.750000 Penalty: 2897.602783
	Iteration 20F: 3 clusters Score -641773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -641775.812500 Penalty: 2897.602783
	Iteration 21Q: 3 clusters Score -641775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -641775.812500 Penalty: 2897.602783
	Iteration 22F: 3 clusters Score -641775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -426466.281250 Penalty: 1394.643188
	Iteration 0F: 2 clusters Score -426466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -422290.312500 Penalty: 2789.286377
	Iteration 0F: 3 clusters Score -422290.3 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -423450.250000 Penalty: 2789.286377
	Iteration 1F: 3 clusters Score -423450.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -423613.968750 Penalty: 2789.286377
	Iteration 2F: 3 clusters Score -423614 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -423736.187500 Penalty: 2789.286377
	Iteration 3F: 3 clusters Score -423736.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -423819.531250 Penalty: 2789.286377
	Iteration 4Q: 3 clusters Score -423819.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -423891.656250 Penalty: 2789.286377
	Iteration 5Q: 3 clusters Score -423891.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -423940.968750 Penalty: 2789.286377
	Iteration 6Q: 3 clusters Score -423941 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -423984.687500 Penalty: 2789.286377
	Iteration 7Q: 3 clusters Score -423984.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -424024.031250 Penalty: 2789.286377
	Iteration 8Q: 3 clusters Score -424024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -424063.093750 Penalty: 2789.286377
	Iteration 9Q: 3 clusters Score -424063.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -424089.156250 Penalty: 2789.286377
	Iteration 10Q: 3 clusters Score -424089.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -424114.937500 Penalty: 2789.286377
	Iteration 11Q: 3 clusters Score -424114.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -424140.312500 Penalty: 2789.286377
	Iteration 12Q: 3 clusters Score -424140.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -424161.593750 Penalty: 2789.286377
	Iteration 13Q: 3 clusters Score -424161.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -424184.125000 Penalty: 2789.286377
	Iteration 14Q: 3 clusters Score -424184.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -424211.625000 Penalty: 2789.286377
	Iteration 15Q: 3 clusters Score -424211.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -424240.843750 Penalty: 2789.286377
	Iteration 16Q: 3 clusters Score -424240.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -424276.343750 Penalty: 2789.286377
	Iteration 17Q: 3 clusters Score -424276.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -424311.125000 Penalty: 2789.286377
	Iteration 18Q: 3 clusters Score -424311.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -424355.468750 Penalty: 2789.286377
	Iteration 19Q: 3 clusters Score -424355.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -424396.750000 Penalty: 2789.286377
	Iteration 20F: 3 clusters Score -424396.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -424436.500000 Penalty: 2789.286377
	Iteration 21Q: 3 clusters Score -424436.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -424486.281250 Penalty: 2789.286377
	Iteration 22Q: 3 clusters Score -424486.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -424528.875000 Penalty: 2789.286377
	Iteration 23Q: 3 clusters Score -424528.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -424570.031250 Penalty: 2789.286377
	Iteration 24Q: 3 clusters Score -424570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -424624.937500 Penalty: 2789.286377
	Iteration 25Q: 3 clusters Score -424624.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -424701.875000 Penalty: 2789.286377
	Iteration 26Q: 3 clusters Score -424701.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -424779.187500 Penalty: 2789.286377
	Iteration 27Q: 3 clusters Score -424779.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -424853.687500 Penalty: 2789.286377
	Iteration 28Q: 3 clusters Score -424853.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -424925.968750 Penalty: 2789.286377
	Iteration 29Q: 3 clusters Score -424926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -425015.875000 Penalty: 2789.286377
	Iteration 30Q: 3 clusters Score -425015.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -425090.593750 Penalty: 2789.286377
	Iteration 31Q: 3 clusters Score -425090.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -425159.218750 Penalty: 2789.286377
	Iteration 32Q: 3 clusters Score -425159.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -425213.281250 Penalty: 2789.286377
	Iteration 33Q: 3 clusters Score -425213.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -425258.250000 Penalty: 2789.286377
	Iteration 34Q: 3 clusters Score -425258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -425298.687500 Penalty: 2789.286377
	Iteration 35Q: 3 clusters Score -425298.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -425352.562500 Penalty: 2789.286377
	Iteration 36Q: 3 clusters Score -425352.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -425397.937500 Penalty: 2789.286377
	Iteration 37Q: 3 clusters Score -425397.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -425438.125000 Penalty: 2789.286377
	Iteration 38Q: 3 clusters Score -425438.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -425461.250000 Penalty: 2789.286377
	Iteration 39Q: 3 clusters Score -425461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -425473.125000 Penalty: 2789.286377
	Iteration 40F: 3 clusters Score -425473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -425484.125000 Penalty: 2789.286377
	Iteration 41Q: 3 clusters Score -425484.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -425491.125000 Penalty: 2789.286377
	Iteration 42Q: 3 clusters Score -425491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -425495.218750 Penalty: 2789.286377
	Iteration 43Q: 3 clusters Score -425495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -425501.156250 Penalty: 2789.286377
	Iteration 44Q: 3 clusters Score -425501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -425506.781250 Penalty: 2789.286377
	Iteration 45Q: 3 clusters Score -425506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -425510.156250 Penalty: 2789.286377
	Iteration 46Q: 3 clusters Score -425510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -425512.062500 Penalty: 2789.286377
	Iteration 47Q: 3 clusters Score -425512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -425512.187500 Penalty: 2789.286377
	Iteration 48Q: 3 clusters Score -425512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -425512.468750 Penalty: 2789.286377
	Iteration 49Q: 3 clusters Score -425512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -425512.468750 Penalty: 2789.286377
	Iteration 50F: 3 clusters Score -425512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158990 members 
Entering Unmasked Estep 
Score: -13739765.000000 Penalty: 1946.197021
	Iteration 0F: 2 clusters Score -1.373976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -13632933.000000 Penalty: 3892.394043
	Iteration 0F: 3 clusters Score -1.363293e+07 nChanged 76904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -13678916.000000 Penalty: 3892.394043
	Iteration 1F: 3 clusters Score -1.367892e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -13680355.000000 Penalty: 3892.394043
	Iteration 2Q: 3 clusters Score -1.368036e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -13682343.000000 Penalty: 3892.394043
	Iteration 3Q: 3 clusters Score -1.368234e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -13685098.000000 Penalty: 3892.394043
	Iteration 4Q: 3 clusters Score -1.36851e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -13688704.000000 Penalty: 3892.394043
	Iteration 5F: 3 clusters Score -1.36887e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -13692794.000000 Penalty: 3892.394043
	Iteration 6F: 3 clusters Score -1.369279e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -13697020.000000 Penalty: 3892.394043
	Iteration 7F: 3 clusters Score -1.369702e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -13701079.000000 Penalty: 3892.394043
	Iteration 8F: 3 clusters Score -1.370108e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -13704768.000000 Penalty: 3892.394043
	Iteration 9Q: 3 clusters Score -1.370477e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -13708624.000000 Penalty: 3892.394043
	Iteration 10Q: 3 clusters Score -1.370862e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -13712902.000000 Penalty: 3892.394043
	Iteration 11Q: 3 clusters Score -1.37129e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -13717719.000000 Penalty: 3892.394043
	Iteration 12Q: 3 clusters Score -1.371772e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -13722478.000000 Penalty: 3892.394043
	Iteration 13Q: 3 clusters Score -1.372248e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -13726028.000000 Penalty: 3892.394043
	Iteration 14Q: 3 clusters Score -1.372603e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -13728415.000000 Penalty: 3892.394043
	Iteration 15Q: 3 clusters Score -1.372842e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141203 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -13729998.000000 Penalty: 3892.394043
	Iteration 16Q: 3 clusters Score -1.373e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -13731052.000000 Penalty: 3892.394043
	Iteration 17Q: 3 clusters Score -1.373105e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -13731775.000000 Penalty: 3892.394043
	Iteration 18Q: 3 clusters Score -1.373178e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -13732584.000000 Penalty: 3892.394043
	Iteration 19Q: 3 clusters Score -1.373258e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148262 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -13733367.000000 Penalty: 3892.394043
	Iteration 20F: 3 clusters Score -1.373337e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -13733973.000000 Penalty: 3892.394043
	Iteration 21Q: 3 clusters Score -1.373397e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -13734579.000000 Penalty: 3892.394043
	Iteration 22Q: 3 clusters Score -1.373458e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -13735075.000000 Penalty: 3892.394043
	Iteration 23Q: 3 clusters Score -1.373508e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -13735547.000000 Penalty: 3892.394043
	Iteration 24Q: 3 clusters Score -1.373555e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154098 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -13736054.000000 Penalty: 3892.394043
	Iteration 25Q: 3 clusters Score -1.373605e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -13736383.000000 Penalty: 3892.394043
	Iteration 26Q: 3 clusters Score -1.373638e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -13736781.000000 Penalty: 3892.394043
	Iteration 27Q: 3 clusters Score -1.373678e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156137 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13737010.000000 Penalty: 3892.394043
	Iteration 28Q: 3 clusters Score -1.373701e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13737159.000000 Penalty: 3892.394043
	Iteration 29Q: 3 clusters Score -1.373716e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -13737348.000000 Penalty: 3892.394043
	Iteration 30Q: 3 clusters Score -1.373735e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13737523.000000 Penalty: 3892.394043
	Iteration 31Q: 3 clusters Score -1.373752e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157555 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13737638.000000 Penalty: 3892.394043
	Iteration 32Q: 3 clusters Score -1.373764e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13737714.000000 Penalty: 3892.394043
	Iteration 33Q: 3 clusters Score -1.373771e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13737835.000000 Penalty: 3892.394043
	Iteration 34Q: 3 clusters Score -1.373784e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13737890.000000 Penalty: 3892.394043
	Iteration 35Q: 3 clusters Score -1.373789e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13737916.000000 Penalty: 3892.394043
	Iteration 36Q: 3 clusters Score -1.373792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13737948.000000 Penalty: 3892.394043
	Iteration 37Q: 3 clusters Score -1.373795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13737989.000000 Penalty: 3892.394043
	Iteration 38Q: 3 clusters Score -1.373799e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13738034.000000 Penalty: 3892.394043
	Iteration 39Q: 3 clusters Score -1.373803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13738080.000000 Penalty: 3892.394043
	Iteration 40F: 3 clusters Score -1.373808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13738094.000000 Penalty: 3892.394043
	Iteration 41Q: 3 clusters Score -1.373809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158405 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13738089.000000 Penalty: 3892.394043
	Iteration 42Q: 3 clusters Score -1.373809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13738105.000000 Penalty: 3892.394043
	Iteration 43Q: 3 clusters Score -1.37381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158433 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13738113.000000 Penalty: 3892.394043
	Iteration 44Q: 3 clusters Score -1.373811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13738118.000000 Penalty: 3892.394043
	Iteration 45Q: 3 clusters Score -1.373812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158453 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13738127.000000 Penalty: 3892.394043
	Iteration 46Q: 3 clusters Score -1.373813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13738132.000000 Penalty: 3892.394043
	Iteration 47Q: 3 clusters Score -1.373813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158470 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13738126.000000 Penalty: 3892.394043
	Iteration 48Q: 3 clusters Score -1.373813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13738122.000000 Penalty: 3892.394043
	Iteration 49Q: 3 clusters Score -1.373812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158479 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13738122.000000 Penalty: 3892.394043
	Iteration 50Q: 3 clusters Score -1.373812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13738123.000000 Penalty: 3892.394043
	Iteration 51Q: 3 clusters Score -1.373812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13738121.000000 Penalty: 3892.394043
	Iteration 52Q: 3 clusters Score -1.373812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13738121.000000 Penalty: 3892.394043
	Iteration 53F: 3 clusters Score -1.373812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -242866.484375 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -242866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -240108.765625 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -240108.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240811.656250 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -240811.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -241007.468750 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -241007.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -241201.781250 Penalty: 2606.480957
	Iteration 3F: 3 clusters Score -241201.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -241365.640625 Penalty: 2606.480957
	Iteration 4F: 3 clusters Score -241365.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -241510.906250 Penalty: 2606.480957
	Iteration 5F: 3 clusters Score -241510.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -241638.906250 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -241638.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -241795.031250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -241795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241938.078125 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -241938.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -242073.625000 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -242073.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -242187.546875 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -242187.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242256.218750 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -242256.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -242288.625000 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -242288.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -242301.656250 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -242301.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242309.546875 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -242309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242316.625000 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -242316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242319.015625 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -242319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242320.640625 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -242320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242321.000000 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -242321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242321.796875 Penalty: 2606.480957
	Iteration 19F: 3 clusters Score -242321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -242323.921875 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -242323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -242326.781250 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -242326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242328.296875 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -242328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242328.796875 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -242328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242328.734375 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -242328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242328.734375 Penalty: 2606.480957
	Iteration 25F: 3 clusters Score -242328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Entering Unmasked Estep 
Score: -1003682.000000 Penalty: 1523.466187
	Iteration 0F: 2 clusters Score -1003682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -995395.250000 Penalty: 3046.932373
	Iteration 0F: 3 clusters Score -995395.2 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -998065.312500 Penalty: 3046.932373
	Iteration 1F: 3 clusters Score -998065.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -998373.750000 Penalty: 3046.932373
	Iteration 2F: 3 clusters Score -998373.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -998699.437500 Penalty: 3046.932373
	Iteration 3F: 3 clusters Score -998699.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -999099.187500 Penalty: 3046.932373
	Iteration 4F: 3 clusters Score -999099.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -999567.812500 Penalty: 3046.932373
	Iteration 5F: 3 clusters Score -999567.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1000142.687500 Penalty: 3046.932373
	Iteration 6F: 3 clusters Score -1000143 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1000753.437500 Penalty: 3046.932373
	Iteration 7F: 3 clusters Score -1000753 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1001317.437500 Penalty: 3046.932373
	Iteration 8F: 3 clusters Score -1001317 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1001711.500000 Penalty: 3046.932373
	Iteration 9Q: 3 clusters Score -1001712 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1001958.937500 Penalty: 3046.932373
	Iteration 10Q: 3 clusters Score -1001959 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1002120.625000 Penalty: 3046.932373
	Iteration 11Q: 3 clusters Score -1002121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1002210.625000 Penalty: 3046.932373
	Iteration 12Q: 3 clusters Score -1002211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1002260.812500 Penalty: 3046.932373
	Iteration 13Q: 3 clusters Score -1002261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1002289.437500 Penalty: 3046.932373
	Iteration 14Q: 3 clusters Score -1002289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1002308.000000 Penalty: 3046.932373
	Iteration 15Q: 3 clusters Score -1002308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1002322.687500 Penalty: 3046.932373
	Iteration 16Q: 3 clusters Score -1002323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1002336.500000 Penalty: 3046.932373
	Iteration 17Q: 3 clusters Score -1002336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1002345.375000 Penalty: 3046.932373
	Iteration 18Q: 3 clusters Score -1002345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1002354.187500 Penalty: 3046.932373
	Iteration 19Q: 3 clusters Score -1002354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1002356.187500 Penalty: 3046.932373
	Iteration 20F: 3 clusters Score -1002356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1002358.000000 Penalty: 3046.932373
	Iteration 21Q: 3 clusters Score -1002358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1002362.875000 Penalty: 3046.932373
	Iteration 22Q: 3 clusters Score -1002363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1002366.437500 Penalty: 3046.932373
	Iteration 23Q: 3 clusters Score -1002366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1002368.625000 Penalty: 3046.932373
	Iteration 24Q: 3 clusters Score -1002369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1002373.437500 Penalty: 3046.932373
	Iteration 25Q: 3 clusters Score -1002373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1002377.312500 Penalty: 3046.932373
	Iteration 26Q: 3 clusters Score -1002377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1002379.812500 Penalty: 3046.932373
	Iteration 27Q: 3 clusters Score -1002380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1002382.000000 Penalty: 3046.932373
	Iteration 28Q: 3 clusters Score -1002382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1002382.000000 Penalty: 3046.932373
	Iteration 29F: 3 clusters Score -1002382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -527471.000000 Penalty: 1419.025635
	Iteration 0F: 2 clusters Score -527471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -522748.500000 Penalty: 2838.051270
	Iteration 0F: 3 clusters Score -522748.5 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -524129.875000 Penalty: 2838.051270
	Iteration 1F: 3 clusters Score -524129.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -524314.687500 Penalty: 2838.051270
	Iteration 2F: 3 clusters Score -524314.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -524451.312500 Penalty: 2838.051270
	Iteration 3Q: 3 clusters Score -524451.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -524551.500000 Penalty: 2838.051270
	Iteration 4Q: 3 clusters Score -524551.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -524622.250000 Penalty: 2838.051270
	Iteration 5Q: 3 clusters Score -524622.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -524676.437500 Penalty: 2838.051270
	Iteration 6Q: 3 clusters Score -524676.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -524728.125000 Penalty: 2838.051270
	Iteration 7Q: 3 clusters Score -524728.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -524781.937500 Penalty: 2838.051270
	Iteration 8Q: 3 clusters Score -524781.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -524850.250000 Penalty: 2838.051270
	Iteration 9Q: 3 clusters Score -524850.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -524932.875000 Penalty: 2838.051270
	Iteration 10Q: 3 clusters Score -524932.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -525030.375000 Penalty: 2838.051270
	Iteration 11Q: 3 clusters Score -525030.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -525144.937500 Penalty: 2838.051270
	Iteration 12Q: 3 clusters Score -525144.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -525297.750000 Penalty: 2838.051270
	Iteration 13Q: 3 clusters Score -525297.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -525446.062500 Penalty: 2838.051270
	Iteration 14Q: 3 clusters Score -525446.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -525574.937500 Penalty: 2838.051270
	Iteration 15Q: 3 clusters Score -525574.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -525708.875000 Penalty: 2838.051270
	Iteration 16Q: 3 clusters Score -525708.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -525825.250000 Penalty: 2838.051270
	Iteration 17Q: 3 clusters Score -525825.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -525930.437500 Penalty: 2838.051270
	Iteration 18Q: 3 clusters Score -525930.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -526012.937500 Penalty: 2838.051270
	Iteration 19Q: 3 clusters Score -526012.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -526076.437500 Penalty: 2838.051270
	Iteration 20F: 3 clusters Score -526076.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -526122.062500 Penalty: 2838.051270
	Iteration 21Q: 3 clusters Score -526122.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -526150.250000 Penalty: 2838.051270
	Iteration 22Q: 3 clusters Score -526150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -526173.812500 Penalty: 2838.051270
	Iteration 23Q: 3 clusters Score -526173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -526186.500000 Penalty: 2838.051270
	Iteration 24Q: 3 clusters Score -526186.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -526200.187500 Penalty: 2838.051270
	Iteration 25Q: 3 clusters Score -526200.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -526207.062500 Penalty: 2838.051270
	Iteration 26Q: 3 clusters Score -526207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -526211.812500 Penalty: 2838.051270
	Iteration 27Q: 3 clusters Score -526211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -526218.062500 Penalty: 2838.051270
	Iteration 28Q: 3 clusters Score -526218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -526223.562500 Penalty: 2838.051270
	Iteration 29Q: 3 clusters Score -526223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -526228.562500 Penalty: 2838.051270
	Iteration 30Q: 3 clusters Score -526228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -526232.750000 Penalty: 2838.051270
	Iteration 31Q: 3 clusters Score -526232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -526233.437500 Penalty: 2838.051270
	Iteration 32Q: 3 clusters Score -526233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -526239.750000 Penalty: 2838.051270
	Iteration 33Q: 3 clusters Score -526239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -526242.375000 Penalty: 2838.051270
	Iteration 34Q: 3 clusters Score -526242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -526243.437500 Penalty: 2838.051270
	Iteration 35Q: 3 clusters Score -526243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -526248.187500 Penalty: 2838.051270
	Iteration 36Q: 3 clusters Score -526248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -526250.750000 Penalty: 2838.051270
	Iteration 37Q: 3 clusters Score -526250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -526254.000000 Penalty: 2838.051270
	Iteration 38Q: 3 clusters Score -526254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -526254.812500 Penalty: 2838.051270
	Iteration 39Q: 3 clusters Score -526254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -526256.000000 Penalty: 2838.051270
	Iteration 40F: 3 clusters Score -526256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -526258.437500 Penalty: 2838.051270
	Iteration 41Q: 3 clusters Score -526258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -526259.937500 Penalty: 2838.051270
	Iteration 42Q: 3 clusters Score -526259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -526262.000000 Penalty: 2838.051270
	Iteration 43Q: 3 clusters Score -526262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -526263.687500 Penalty: 2838.051270
	Iteration 44Q: 3 clusters Score -526263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -526266.000000 Penalty: 2838.051270
	Iteration 45Q: 3 clusters Score -526266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -526266.687500 Penalty: 2838.051270
	Iteration 46Q: 3 clusters Score -526266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -526266.687500 Penalty: 2838.051270
	Iteration 47F: 3 clusters Score -526266.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Entering Unmasked Estep 
Score: -791842.375000 Penalty: 1494.257324
	Iteration 0F: 2 clusters Score -791842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -784798.500000 Penalty: 2988.514648
	Iteration 0F: 3 clusters Score -784798.5 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -787228.500000 Penalty: 2988.514648
	Iteration 1F: 3 clusters Score -787228.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -787571.500000 Penalty: 2988.514648
	Iteration 2F: 3 clusters Score -787571.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -787875.687500 Penalty: 2988.514648
	Iteration 3F: 3 clusters Score -787875.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -788240.875000 Penalty: 2988.514648
	Iteration 4F: 3 clusters Score -788240.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -788654.125000 Penalty: 2988.514648
	Iteration 5F: 3 clusters Score -788654.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -789094.312500 Penalty: 2988.514648
	Iteration 6Q: 3 clusters Score -789094.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -789509.250000 Penalty: 2988.514648
	Iteration 7Q: 3 clusters Score -789509.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -789871.875000 Penalty: 2988.514648
	Iteration 8Q: 3 clusters Score -789871.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -790089.250000 Penalty: 2988.514648
	Iteration 9Q: 3 clusters Score -790089.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -790228.500000 Penalty: 2988.514648
	Iteration 10Q: 3 clusters Score -790228.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -790342.250000 Penalty: 2988.514648
	Iteration 11Q: 3 clusters Score -790342.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -790427.937500 Penalty: 2988.514648
	Iteration 12Q: 3 clusters Score -790427.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -790502.937500 Penalty: 2988.514648
	Iteration 13Q: 3 clusters Score -790502.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -790598.375000 Penalty: 2988.514648
	Iteration 14Q: 3 clusters Score -790598.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -790683.312500 Penalty: 2988.514648
	Iteration 15Q: 3 clusters Score -790683.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -790741.875000 Penalty: 2988.514648
	Iteration 16Q: 3 clusters Score -790741.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -790789.187500 Penalty: 2988.514648
	Iteration 17Q: 3 clusters Score -790789.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -790831.812500 Penalty: 2988.514648
	Iteration 18Q: 3 clusters Score -790831.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -790862.250000 Penalty: 2988.514648
	Iteration 19Q: 3 clusters Score -790862.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -790882.312500 Penalty: 2988.514648
	Iteration 20F: 3 clusters Score -790882.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -790902.437500 Penalty: 2988.514648
	Iteration 21Q: 3 clusters Score -790902.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -790919.000000 Penalty: 2988.514648
	Iteration 22Q: 3 clusters Score -790919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -790933.312500 Penalty: 2988.514648
	Iteration 23Q: 3 clusters Score -790933.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -790943.687500 Penalty: 2988.514648
	Iteration 24Q: 3 clusters Score -790943.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -790951.187500 Penalty: 2988.514648
	Iteration 25Q: 3 clusters Score -790951.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -790962.625000 Penalty: 2988.514648
	Iteration 26Q: 3 clusters Score -790962.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -790964.687500 Penalty: 2988.514648
	Iteration 27Q: 3 clusters Score -790964.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -790967.937500 Penalty: 2988.514648
	Iteration 28Q: 3 clusters Score -790967.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -790969.187500 Penalty: 2988.514648
	Iteration 29Q: 3 clusters Score -790969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -790970.500000 Penalty: 2988.514648
	Iteration 30Q: 3 clusters Score -790970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -790970.812500 Penalty: 2988.514648
	Iteration 31Q: 3 clusters Score -790970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -790970.875000 Penalty: 2988.514648
	Iteration 32Q: 3 clusters Score -790970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -790970.375000 Penalty: 2988.514648
	Iteration 33Q: 3 clusters Score -790970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -790974.250000 Penalty: 2988.514648
	Iteration 34Q: 3 clusters Score -790974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -790972.750000 Penalty: 2988.514648
	Iteration 35Q: 3 clusters Score -790972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -790972.625000 Penalty: 2988.514648
	Iteration 36Q: 3 clusters Score -790972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -790975.187500 Penalty: 2988.514648
	Iteration 37Q: 3 clusters Score -790975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -790976.250000 Penalty: 2988.514648
	Iteration 38Q: 3 clusters Score -790976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -790975.125000 Penalty: 2988.514648
	Iteration 39Q: 3 clusters Score -790975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -790976.875000 Penalty: 2988.514648
	Iteration 40F: 3 clusters Score -790976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -790978.250000 Penalty: 2988.514648
	Iteration 41Q: 3 clusters Score -790978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -790978.562500 Penalty: 2988.514648
	Iteration 42Q: 3 clusters Score -790978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -790978.500000 Penalty: 2988.514648
	Iteration 43Q: 3 clusters Score -790978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -790978.375000 Penalty: 2988.514648
	Iteration 44Q: 3 clusters Score -790978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -790978.750000 Penalty: 2988.514648
	Iteration 45Q: 3 clusters Score -790978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -790977.062500 Penalty: 2988.514648
	Iteration 46Q: 3 clusters Score -790977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -790977.375000 Penalty: 2988.514648
	Iteration 47Q: 3 clusters Score -790977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -790977.437500 Penalty: 2988.514648
	Iteration 48Q: 3 clusters Score -790977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -790977.500000 Penalty: 2988.514648
	Iteration 49Q: 3 clusters Score -790977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -790978.812500 Penalty: 2988.514648
	Iteration 50Q: 3 clusters Score -790978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -790979.437500 Penalty: 2988.514648
	Iteration 51Q: 3 clusters Score -790979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -790979.437500 Penalty: 2988.514648
	Iteration 52F: 3 clusters Score -790979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -659709.375000 Penalty: 1460.642822
	Iteration 0F: 2 clusters Score -659709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -653827.500000 Penalty: 2921.285645
	Iteration 0F: 3 clusters Score -653827.5 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -655692.062500 Penalty: 2921.285645
	Iteration 1F: 3 clusters Score -655692.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -655942.250000 Penalty: 2921.285645
	Iteration 2F: 3 clusters Score -655942.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -656142.562500 Penalty: 2921.285645
	Iteration 3F: 3 clusters Score -656142.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -656304.812500 Penalty: 2921.285645
	Iteration 4Q: 3 clusters Score -656304.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -656458.437500 Penalty: 2921.285645
	Iteration 5Q: 3 clusters Score -656458.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -656610.625000 Penalty: 2921.285645
	Iteration 6Q: 3 clusters Score -656610.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -656764.625000 Penalty: 2921.285645
	Iteration 7Q: 3 clusters Score -656764.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -656923.625000 Penalty: 2921.285645
	Iteration 8Q: 3 clusters Score -656923.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -657093.875000 Penalty: 2921.285645
	Iteration 9Q: 3 clusters Score -657093.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -657270.187500 Penalty: 2921.285645
	Iteration 10Q: 3 clusters Score -657270.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -657433.437500 Penalty: 2921.285645
	Iteration 11Q: 3 clusters Score -657433.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -657604.625000 Penalty: 2921.285645
	Iteration 12Q: 3 clusters Score -657604.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -657752.125000 Penalty: 2921.285645
	Iteration 13Q: 3 clusters Score -657752.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -657871.000000 Penalty: 2921.285645
	Iteration 14Q: 3 clusters Score -657871 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -657964.125000 Penalty: 2921.285645
	Iteration 15Q: 3 clusters Score -657964.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -658037.375000 Penalty: 2921.285645
	Iteration 16Q: 3 clusters Score -658037.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -658094.875000 Penalty: 2921.285645
	Iteration 17Q: 3 clusters Score -658094.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -658161.312500 Penalty: 2921.285645
	Iteration 18Q: 3 clusters Score -658161.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -658218.062500 Penalty: 2921.285645
	Iteration 19Q: 3 clusters Score -658218.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -658269.375000 Penalty: 2921.285645
	Iteration 20F: 3 clusters Score -658269.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -658305.500000 Penalty: 2921.285645
	Iteration 21Q: 3 clusters Score -658305.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -658349.187500 Penalty: 2921.285645
	Iteration 22Q: 3 clusters Score -658349.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -658390.250000 Penalty: 2921.285645
	Iteration 23Q: 3 clusters Score -658390.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -658421.562500 Penalty: 2921.285645
	Iteration 24Q: 3 clusters Score -658421.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -658443.437500 Penalty: 2921.285645
	Iteration 25Q: 3 clusters Score -658443.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -658473.000000 Penalty: 2921.285645
	Iteration 26Q: 3 clusters Score -658473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -658506.750000 Penalty: 2921.285645
	Iteration 27Q: 3 clusters Score -658506.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -658547.687500 Penalty: 2921.285645
	Iteration 28Q: 3 clusters Score -658547.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -658575.000000 Penalty: 2921.285645
	Iteration 29Q: 3 clusters Score -658575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -658603.125000 Penalty: 2921.285645
	Iteration 30Q: 3 clusters Score -658603.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -658619.875000 Penalty: 2921.285645
	Iteration 31Q: 3 clusters Score -658619.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -658633.562500 Penalty: 2921.285645
	Iteration 32Q: 3 clusters Score -658633.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -658644.937500 Penalty: 2921.285645
	Iteration 33Q: 3 clusters Score -658644.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -658654.312500 Penalty: 2921.285645
	Iteration 34Q: 3 clusters Score -658654.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -658661.687500 Penalty: 2921.285645
	Iteration 35Q: 3 clusters Score -658661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -658666.562500 Penalty: 2921.285645
	Iteration 36Q: 3 clusters Score -658666.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -658672.812500 Penalty: 2921.285645
	Iteration 37Q: 3 clusters Score -658672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -658679.000000 Penalty: 2921.285645
	Iteration 38Q: 3 clusters Score -658679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -658682.312500 Penalty: 2921.285645
	Iteration 39Q: 3 clusters Score -658682.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -658686.312500 Penalty: 2921.285645
	Iteration 40F: 3 clusters Score -658686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -658688.625000 Penalty: 2921.285645
	Iteration 41Q: 3 clusters Score -658688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -658694.500000 Penalty: 2921.285645
	Iteration 42Q: 3 clusters Score -658694.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -658698.062500 Penalty: 2921.285645
	Iteration 43Q: 3 clusters Score -658698.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -658703.187500 Penalty: 2921.285645
	Iteration 44Q: 3 clusters Score -658703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -658705.125000 Penalty: 2921.285645
	Iteration 45Q: 3 clusters Score -658705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -658709.875000 Penalty: 2921.285645
	Iteration 46Q: 3 clusters Score -658709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -658712.437500 Penalty: 2921.285645
	Iteration 47Q: 3 clusters Score -658712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -658714.375000 Penalty: 2921.285645
	Iteration 48Q: 3 clusters Score -658714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -658716.000000 Penalty: 2921.285645
	Iteration 49Q: 3 clusters Score -658716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -658716.812500 Penalty: 2921.285645
	Iteration 50Q: 3 clusters Score -658716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -658718.000000 Penalty: 2921.285645
	Iteration 51Q: 3 clusters Score -658718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -658718.250000 Penalty: 2921.285645
	Iteration 52Q: 3 clusters Score -658718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -658718.250000 Penalty: 2921.285645
	Iteration 53F: 3 clusters Score -658718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -1353134.875000 Penalty: 1582.620361
	Iteration 0F: 2 clusters Score -1353135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1341579.875000 Penalty: 3165.240723
	Iteration 0F: 3 clusters Score -1341580 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1346004.625000 Penalty: 3165.240723
	Iteration 1F: 3 clusters Score -1346005 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1346501.375000 Penalty: 3165.240723
	Iteration 2F: 3 clusters Score -1346501 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1346904.500000 Penalty: 3165.240723
	Iteration 3F: 3 clusters Score -1346904 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1347286.625000 Penalty: 3165.240723
	Iteration 4Q: 3 clusters Score -1347287 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1347644.375000 Penalty: 3165.240723
	Iteration 5Q: 3 clusters Score -1347644 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1347940.875000 Penalty: 3165.240723
	Iteration 6Q: 3 clusters Score -1347941 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1348219.250000 Penalty: 3165.240723
	Iteration 7Q: 3 clusters Score -1348219 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1348456.000000 Penalty: 3165.240723
	Iteration 8Q: 3 clusters Score -1348456 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1348689.625000 Penalty: 3165.240723
	Iteration 9Q: 3 clusters Score -1348690 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1348926.750000 Penalty: 3165.240723
	Iteration 10Q: 3 clusters Score -1348927 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1349149.500000 Penalty: 3165.240723
	Iteration 11Q: 3 clusters Score -1349150 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1349319.125000 Penalty: 3165.240723
	Iteration 12Q: 3 clusters Score -1349319 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1349464.750000 Penalty: 3165.240723
	Iteration 13Q: 3 clusters Score -1349465 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1349608.000000 Penalty: 3165.240723
	Iteration 14Q: 3 clusters Score -1349608 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1349721.000000 Penalty: 3165.240723
	Iteration 15Q: 3 clusters Score -1349721 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1349813.875000 Penalty: 3165.240723
	Iteration 16Q: 3 clusters Score -1349814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1349912.500000 Penalty: 3165.240723
	Iteration 17Q: 3 clusters Score -1349912 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1350000.125000 Penalty: 3165.240723
	Iteration 18Q: 3 clusters Score -1350000 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1350096.750000 Penalty: 3165.240723
	Iteration 19Q: 3 clusters Score -1350097 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1350208.625000 Penalty: 3165.240723
	Iteration 20F: 3 clusters Score -1350209 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1350332.375000 Penalty: 3165.240723
	Iteration 21Q: 3 clusters Score -1350332 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1350468.375000 Penalty: 3165.240723
	Iteration 22Q: 3 clusters Score -1350468 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1350642.000000 Penalty: 3165.240723
	Iteration 23Q: 3 clusters Score -1350642 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1350813.125000 Penalty: 3165.240723
	Iteration 24Q: 3 clusters Score -1350813 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1351002.625000 Penalty: 3165.240723
	Iteration 25Q: 3 clusters Score -1351003 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1351186.375000 Penalty: 3165.240723
	Iteration 26Q: 3 clusters Score -1351186 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1351350.500000 Penalty: 3165.240723
	Iteration 27Q: 3 clusters Score -1351350 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1351481.500000 Penalty: 3165.240723
	Iteration 28Q: 3 clusters Score -1351482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1351607.125000 Penalty: 3165.240723
	Iteration 29Q: 3 clusters Score -1351607 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1351687.875000 Penalty: 3165.240723
	Iteration 30Q: 3 clusters Score -1351688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1351757.000000 Penalty: 3165.240723
	Iteration 31Q: 3 clusters Score -1351757 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1351828.250000 Penalty: 3165.240723
	Iteration 32Q: 3 clusters Score -1351828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1351870.875000 Penalty: 3165.240723
	Iteration 33Q: 3 clusters Score -1351871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1351901.875000 Penalty: 3165.240723
	Iteration 34Q: 3 clusters Score -1351902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1351935.125000 Penalty: 3165.240723
	Iteration 35Q: 3 clusters Score -1351935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1351961.125000 Penalty: 3165.240723
	Iteration 36Q: 3 clusters Score -1351961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1351984.125000 Penalty: 3165.240723
	Iteration 37Q: 3 clusters Score -1351984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1351998.000000 Penalty: 3165.240723
	Iteration 38Q: 3 clusters Score -1351998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1352015.125000 Penalty: 3165.240723
	Iteration 39Q: 3 clusters Score -1352015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1352034.250000 Penalty: 3165.240723
	Iteration 40F: 3 clusters Score -1352034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1352051.250000 Penalty: 3165.240723
	Iteration 41Q: 3 clusters Score -1352051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1352067.125000 Penalty: 3165.240723
	Iteration 42Q: 3 clusters Score -1352067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1352089.250000 Penalty: 3165.240723
	Iteration 43Q: 3 clusters Score -1352089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1352112.875000 Penalty: 3165.240723
	Iteration 44Q: 3 clusters Score -1352113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1352144.875000 Penalty: 3165.240723
	Iteration 45Q: 3 clusters Score -1352145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1352165.500000 Penalty: 3165.240723
	Iteration 46Q: 3 clusters Score -1352166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1352178.625000 Penalty: 3165.240723
	Iteration 47Q: 3 clusters Score -1352179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1352187.250000 Penalty: 3165.240723
	Iteration 48Q: 3 clusters Score -1352187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1352200.750000 Penalty: 3165.240723
	Iteration 49Q: 3 clusters Score -1352201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1352210.125000 Penalty: 3165.240723
	Iteration 50Q: 3 clusters Score -1352210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1352225.750000 Penalty: 3165.240723
	Iteration 51Q: 3 clusters Score -1352226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1352241.750000 Penalty: 3165.240723
	Iteration 52Q: 3 clusters Score -1352242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1352247.875000 Penalty: 3165.240723
	Iteration 53Q: 3 clusters Score -1352248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1352257.125000 Penalty: 3165.240723
	Iteration 54Q: 3 clusters Score -1352257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1352264.750000 Penalty: 3165.240723
	Iteration 55Q: 3 clusters Score -1352265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1352270.625000 Penalty: 3165.240723
	Iteration 56Q: 3 clusters Score -1352271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1352275.625000 Penalty: 3165.240723
	Iteration 57Q: 3 clusters Score -1352276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1352279.500000 Penalty: 3165.240723
	Iteration 58Q: 3 clusters Score -1352280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1352284.500000 Penalty: 3165.240723
	Iteration 59Q: 3 clusters Score -1352284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1352288.125000 Penalty: 3165.240723
	Iteration 60F: 3 clusters Score -1352288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1352291.750000 Penalty: 3165.240723
	Iteration 61Q: 3 clusters Score -1352292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1352292.250000 Penalty: 3165.240723
	Iteration 62Q: 3 clusters Score -1352292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1352298.000000 Penalty: 3165.240723
	Iteration 63Q: 3 clusters Score -1352298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1352306.500000 Penalty: 3165.240723
	Iteration 64Q: 3 clusters Score -1352306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1352312.500000 Penalty: 3165.240723
	Iteration 65Q: 3 clusters Score -1352312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1352317.375000 Penalty: 3165.240723
	Iteration 66Q: 3 clusters Score -1352317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1352320.625000 Penalty: 3165.240723
	Iteration 67Q: 3 clusters Score -1352321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1352318.000000 Penalty: 3165.240723
	Iteration 68Q: 3 clusters Score -1352318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1352320.500000 Penalty: 3165.240723
	Iteration 69Q: 3 clusters Score -1352320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1352322.125000 Penalty: 3165.240723
	Iteration 70Q: 3 clusters Score -1352322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1352324.625000 Penalty: 3165.240723
	Iteration 71Q: 3 clusters Score -1352325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1352322.875000 Penalty: 3165.240723
	Iteration 72Q: 3 clusters Score -1352323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1352321.500000 Penalty: 3165.240723
	Iteration 73Q: 3 clusters Score -1352322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1352321.500000 Penalty: 3165.240723
	Iteration 74F: 3 clusters Score -1352322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Entering Unmasked Estep 
Score: -993922.375000 Penalty: 1524.373169
	Iteration 0F: 2 clusters Score -993922.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -985589.937500 Penalty: 3048.746338
	Iteration 0F: 3 clusters Score -985589.9 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -988784.500000 Penalty: 3048.746338
	Iteration 1F: 3 clusters Score -988784.5 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -989357.000000 Penalty: 3048.746338
	Iteration 2F: 3 clusters Score -989357 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -989815.062500 Penalty: 3048.746338
	Iteration 3F: 3 clusters Score -989815.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -990278.437500 Penalty: 3048.746338
	Iteration 4F: 3 clusters Score -990278.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -990705.125000 Penalty: 3048.746338
	Iteration 5F: 3 clusters Score -990705.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -991091.500000 Penalty: 3048.746338
	Iteration 6F: 3 clusters Score -991091.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -991456.187500 Penalty: 3048.746338
	Iteration 7Q: 3 clusters Score -991456.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -991790.937500 Penalty: 3048.746338
	Iteration 8Q: 3 clusters Score -991790.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -992009.937500 Penalty: 3048.746338
	Iteration 9Q: 3 clusters Score -992009.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -992133.500000 Penalty: 3048.746338
	Iteration 10Q: 3 clusters Score -992133.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -992206.125000 Penalty: 3048.746338
	Iteration 11Q: 3 clusters Score -992206.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -992247.562500 Penalty: 3048.746338
	Iteration 12Q: 3 clusters Score -992247.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -992273.437500 Penalty: 3048.746338
	Iteration 13Q: 3 clusters Score -992273.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -992291.500000 Penalty: 3048.746338
	Iteration 14Q: 3 clusters Score -992291.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -992304.500000 Penalty: 3048.746338
	Iteration 15Q: 3 clusters Score -992304.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -992317.500000 Penalty: 3048.746338
	Iteration 16Q: 3 clusters Score -992317.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -992324.562500 Penalty: 3048.746338
	Iteration 17Q: 3 clusters Score -992324.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -992336.562500 Penalty: 3048.746338
	Iteration 18Q: 3 clusters Score -992336.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -992342.812500 Penalty: 3048.746338
	Iteration 19Q: 3 clusters Score -992342.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -992346.187500 Penalty: 3048.746338
	Iteration 20F: 3 clusters Score -992346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -992347.062500 Penalty: 3048.746338
	Iteration 21Q: 3 clusters Score -992347.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -992353.187500 Penalty: 3048.746338
	Iteration 22Q: 3 clusters Score -992353.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -992356.187500 Penalty: 3048.746338
	Iteration 23Q: 3 clusters Score -992356.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -992359.375000 Penalty: 3048.746338
	Iteration 24Q: 3 clusters Score -992359.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -992362.250000 Penalty: 3048.746338
	Iteration 25Q: 3 clusters Score -992362.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -992363.625000 Penalty: 3048.746338
	Iteration 26Q: 3 clusters Score -992363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -992366.062500 Penalty: 3048.746338
	Iteration 27Q: 3 clusters Score -992366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -992365.187500 Penalty: 3048.746338
	Iteration 28Q: 3 clusters Score -992365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -992364.562500 Penalty: 3048.746338
	Iteration 29Q: 3 clusters Score -992364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -992370.062500 Penalty: 3048.746338
	Iteration 30Q: 3 clusters Score -992370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -992367.125000 Penalty: 3048.746338
	Iteration 31Q: 3 clusters Score -992367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -992367.562500 Penalty: 3048.746338
	Iteration 32Q: 3 clusters Score -992367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -992367.250000 Penalty: 3048.746338
	Iteration 33Q: 3 clusters Score -992367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -992367.250000 Penalty: 3048.746338
	Iteration 34F: 3 clusters Score -992367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -197695.468750 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -197695.5 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 1231 members 
Entering Unmasked Estep 
Score: -195324.312500 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -195324.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -195928.968750 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -195929 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -196178.687500 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -196178.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -196511.156250 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -196511.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -196882.828125 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -196882.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197139.468750 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -197139.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -197298.765625 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -197298.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197401.421875 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -197401.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197439.578125 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -197439.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197451.453125 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -197451.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197457.906250 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -197457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197460.796875 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -197460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197464.531250 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -197464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -197467.671875 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -197467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197468.468750 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -197468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197469.000000 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -197469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197470.375000 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -197470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197470.125000 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -197470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197470.125000 Penalty: 2540.335449
	Iteration 18F: 3 clusters Score -197470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -322161.781250 Penalty: 1343.877075
	Iteration 0F: 2 clusters Score -322161.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -318902.437500 Penalty: 2687.754150
	Iteration 0F: 3 clusters Score -318902.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -319847.343750 Penalty: 2687.754150
	Iteration 1F: 3 clusters Score -319847.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -320117.937500 Penalty: 2687.754150
	Iteration 2F: 3 clusters Score -320117.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -320361.531250 Penalty: 2687.754150
	Iteration 3F: 3 clusters Score -320361.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -320610.218750 Penalty: 2687.754150
	Iteration 4F: 3 clusters Score -320610.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -320949.187500 Penalty: 2687.754150
	Iteration 5F: 3 clusters Score -320949.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321328.750000 Penalty: 2687.754150
	Iteration 6F: 3 clusters Score -321328.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -321631.312500 Penalty: 2687.754150
	Iteration 7F: 3 clusters Score -321631.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321809.937500 Penalty: 2687.754150
	Iteration 8Q: 3 clusters Score -321809.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -321909.406250 Penalty: 2687.754150
	Iteration 9Q: 3 clusters Score -321909.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -321994.562500 Penalty: 2687.754150
	Iteration 10Q: 3 clusters Score -321994.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -322050.343750 Penalty: 2687.754150
	Iteration 11Q: 3 clusters Score -322050.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -322095.781250 Penalty: 2687.754150
	Iteration 12Q: 3 clusters Score -322095.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -322115.875000 Penalty: 2687.754150
	Iteration 13Q: 3 clusters Score -322115.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -322125.125000 Penalty: 2687.754150
	Iteration 14Q: 3 clusters Score -322125.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -322133.000000 Penalty: 2687.754150
	Iteration 15Q: 3 clusters Score -322133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322138.750000 Penalty: 2687.754150
	Iteration 16Q: 3 clusters Score -322138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -322140.312500 Penalty: 2687.754150
	Iteration 17Q: 3 clusters Score -322140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -322141.218750 Penalty: 2687.754150
	Iteration 18Q: 3 clusters Score -322141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -322140.968750 Penalty: 2687.754150
	Iteration 19Q: 3 clusters Score -322141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -322141.781250 Penalty: 2687.754150
	Iteration 20F: 3 clusters Score -322141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -322141.875000 Penalty: 2687.754150
	Iteration 21Q: 3 clusters Score -322141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322141.937500 Penalty: 2687.754150
	Iteration 22Q: 3 clusters Score -322141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -322142.625000 Penalty: 2687.754150
	Iteration 23Q: 3 clusters Score -322142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -322143.437500 Penalty: 2687.754150
	Iteration 24Q: 3 clusters Score -322143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322143.187500 Penalty: 2687.754150
	Iteration 25Q: 3 clusters Score -322143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -322143.593750 Penalty: 2687.754150
	Iteration 26Q: 3 clusters Score -322143.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -322143.593750 Penalty: 2687.754150
	Iteration 27F: 3 clusters Score -322143.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206314 members 
Entering Unmasked Estep 
Score: -17784386.000000 Penalty: 1988.537720
	Iteration 0F: 2 clusters Score -1.778439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -17645738.000000 Penalty: 3977.075439
	Iteration 0F: 3 clusters Score -1.764574e+07 nChanged 99949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -17705232.000000 Penalty: 3977.075439
	Iteration 1F: 3 clusters Score -1.770523e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -17706538.000000 Penalty: 3977.075439
	Iteration 2Q: 3 clusters Score -1.770654e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -17708670.000000 Penalty: 3977.075439
	Iteration 3Q: 3 clusters Score -1.770867e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -17711760.000000 Penalty: 3977.075439
	Iteration 4Q: 3 clusters Score -1.771176e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120834 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -17716480.000000 Penalty: 3977.075439
	Iteration 5Q: 3 clusters Score -1.771648e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -17723632.000000 Penalty: 3977.075439
	Iteration 6F: 3 clusters Score -1.772363e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138915 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -17732798.000000 Penalty: 3977.075439
	Iteration 7F: 3 clusters Score -1.77328e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -17743318.000000 Penalty: 3977.075439
	Iteration 8F: 3 clusters Score -1.774332e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163962 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -17754100.000000 Penalty: 3977.075439
	Iteration 9F: 3 clusters Score -1.77541e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -17763534.000000 Penalty: 3977.075439
	Iteration 10F: 3 clusters Score -1.776353e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185829 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -17770612.000000 Penalty: 3977.075439
	Iteration 11Q: 3 clusters Score -1.777061e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192994 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -17775440.000000 Penalty: 3977.075439
	Iteration 12Q: 3 clusters Score -1.777544e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197840 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -17778574.000000 Penalty: 3977.075439
	Iteration 13Q: 3 clusters Score -1.777857e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200814 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -17780344.000000 Penalty: 3977.075439
	Iteration 14Q: 3 clusters Score -1.778034e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202569 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -17781380.000000 Penalty: 3977.075439
	Iteration 15Q: 3 clusters Score -1.778138e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17781930.000000 Penalty: 3977.075439
	Iteration 16Q: 3 clusters Score -1.778193e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204187 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -17782246.000000 Penalty: 3977.075439
	Iteration 17Q: 3 clusters Score -1.778225e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204559 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17782448.000000 Penalty: 3977.075439
	Iteration 18Q: 3 clusters Score -1.778245e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204783 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17782588.000000 Penalty: 3977.075439
	Iteration 19Q: 3 clusters Score -1.778259e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204937 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17782656.000000 Penalty: 3977.075439
	Iteration 20F: 3 clusters Score -1.778266e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205044 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -17782732.000000 Penalty: 3977.075439
	Iteration 21Q: 3 clusters Score -1.778273e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17782782.000000 Penalty: 3977.075439
	Iteration 22Q: 3 clusters Score -1.778278e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205188 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -17782800.000000 Penalty: 3977.075439
	Iteration 23Q: 3 clusters Score -1.77828e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205236 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17782838.000000 Penalty: 3977.075439
	Iteration 24Q: 3 clusters Score -1.778284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205268 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17782862.000000 Penalty: 3977.075439
	Iteration 25Q: 3 clusters Score -1.778286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205295 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -17782874.000000 Penalty: 3977.075439
	Iteration 26Q: 3 clusters Score -1.778287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205323 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -17782898.000000 Penalty: 3977.075439
	Iteration 27Q: 3 clusters Score -1.77829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205349 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -17782896.000000 Penalty: 3977.075439
	Iteration 28Q: 3 clusters Score -1.77829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205366 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17782910.000000 Penalty: 3977.075439
	Iteration 29Q: 3 clusters Score -1.778291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205383 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -17782922.000000 Penalty: 3977.075439
	Iteration 30Q: 3 clusters Score -1.778292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205386 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17782914.000000 Penalty: 3977.075439
	Iteration 31Q: 3 clusters Score -1.778291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205400 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17782930.000000 Penalty: 3977.075439
	Iteration 32Q: 3 clusters Score -1.778293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205412 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17782948.000000 Penalty: 3977.075439
	Iteration 33Q: 3 clusters Score -1.778295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205416 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17782950.000000 Penalty: 3977.075439
	Iteration 34Q: 3 clusters Score -1.778295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205417 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17782938.000000 Penalty: 3977.075439
	Iteration 35Q: 3 clusters Score -1.778294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205424 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -17782946.000000 Penalty: 3977.075439
	Iteration 36Q: 3 clusters Score -1.778295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205430 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17782954.000000 Penalty: 3977.075439
	Iteration 37Q: 3 clusters Score -1.778295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205435 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17782950.000000 Penalty: 3977.075439
	Iteration 38Q: 3 clusters Score -1.778295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205438 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -17782956.000000 Penalty: 3977.075439
	Iteration 39Q: 3 clusters Score -1.778296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205444 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17782958.000000 Penalty: 3977.075439
	Iteration 40F: 3 clusters Score -1.778296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205450 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17782972.000000 Penalty: 3977.075439
	Iteration 41Q: 3 clusters Score -1.778297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17782968.000000 Penalty: 3977.075439
	Iteration 42Q: 3 clusters Score -1.778297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17782974.000000 Penalty: 3977.075439
	Iteration 43Q: 3 clusters Score -1.778297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205464 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -17782982.000000 Penalty: 3977.075439
	Iteration 44Q: 3 clusters Score -1.778298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17782980.000000 Penalty: 3977.075439
	Iteration 45Q: 3 clusters Score -1.778298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17782982.000000 Penalty: 3977.075439
	Iteration 46Q: 3 clusters Score -1.778298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205477 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -17782982.000000 Penalty: 3977.075439
	Iteration 47Q: 3 clusters Score -1.778298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17782976.000000 Penalty: 3977.075439
	Iteration 48Q: 3 clusters Score -1.778298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17782978.000000 Penalty: 3977.075439
	Iteration 49Q: 3 clusters Score -1.778298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17782970.000000 Penalty: 3977.075439
	Iteration 50Q: 3 clusters Score -1.778297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205483 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17782976.000000 Penalty: 3977.075439
	Iteration 51Q: 3 clusters Score -1.778298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205485 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17782982.000000 Penalty: 3977.075439
	Iteration 52Q: 3 clusters Score -1.778298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205490 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17782986.000000 Penalty: 3977.075439
	Iteration 53Q: 3 clusters Score -1.778299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17782984.000000 Penalty: 3977.075439
	Iteration 54Q: 3 clusters Score -1.778298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17782982.000000 Penalty: 3977.075439
	Iteration 55Q: 3 clusters Score -1.778298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205493 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -17782980.000000 Penalty: 3977.075439
	Iteration 56Q: 3 clusters Score -1.778298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205496 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17782986.000000 Penalty: 3977.075439
	Iteration 57Q: 3 clusters Score -1.778299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205499 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -17782986.000000 Penalty: 3977.075439
	Iteration 58Q: 3 clusters Score -1.778299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205504 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17782996.000000 Penalty: 3977.075439
	Iteration 59Q: 3 clusters Score -1.7783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205505 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17783002.000000 Penalty: 3977.075439
	Iteration 60F: 3 clusters Score -1.7783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205507 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17783000.000000 Penalty: 3977.075439
	Iteration 61Q: 3 clusters Score -1.7783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205509 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17783000.000000 Penalty: 3977.075439
	Iteration 62Q: 3 clusters Score -1.7783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17782998.000000 Penalty: 3977.075439
	Iteration 63Q: 3 clusters Score -1.7783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205510 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17783000.000000 Penalty: 3977.075439
	Iteration 64Q: 3 clusters Score -1.7783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205511 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17783004.000000 Penalty: 3977.075439
	Iteration 65Q: 3 clusters Score -1.7783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205511 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17783004.000000 Penalty: 3977.075439
	Iteration 66F: 3 clusters Score -1.7783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Entering Unmasked Estep 
Score: -1079017.750000 Penalty: 1534.866699
	Iteration 0F: 2 clusters Score -1079018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1070119.250000 Penalty: 3069.733398
	Iteration 0F: 3 clusters Score -1070119 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1073184.375000 Penalty: 3069.733398
	Iteration 1F: 3 clusters Score -1073184 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1073468.625000 Penalty: 3069.733398
	Iteration 2F: 3 clusters Score -1073469 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1073752.875000 Penalty: 3069.733398
	Iteration 3Q: 3 clusters Score -1073753 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1074077.500000 Penalty: 3069.733398
	Iteration 4Q: 3 clusters Score -1074078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1074502.750000 Penalty: 3069.733398
	Iteration 5F: 3 clusters Score -1074503 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1074983.625000 Penalty: 3069.733398
	Iteration 6F: 3 clusters Score -1074984 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1075517.500000 Penalty: 3069.733398
	Iteration 7F: 3 clusters Score -1075518 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1076059.750000 Penalty: 3069.733398
	Iteration 8F: 3 clusters Score -1076060 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1076594.000000 Penalty: 3069.733398
	Iteration 9Q: 3 clusters Score -1076594 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1077013.250000 Penalty: 3069.733398
	Iteration 10Q: 3 clusters Score -1077013 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1077290.000000 Penalty: 3069.733398
	Iteration 11Q: 3 clusters Score -1077290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1077436.250000 Penalty: 3069.733398
	Iteration 12Q: 3 clusters Score -1077436 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1077535.250000 Penalty: 3069.733398
	Iteration 13Q: 3 clusters Score -1077535 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1077611.250000 Penalty: 3069.733398
	Iteration 14Q: 3 clusters Score -1077611 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1077671.000000 Penalty: 3069.733398
	Iteration 15Q: 3 clusters Score -1077671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1077721.250000 Penalty: 3069.733398
	Iteration 16Q: 3 clusters Score -1077721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1077770.125000 Penalty: 3069.733398
	Iteration 17Q: 3 clusters Score -1077770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1077818.375000 Penalty: 3069.733398
	Iteration 18Q: 3 clusters Score -1077818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1077869.625000 Penalty: 3069.733398
	Iteration 19Q: 3 clusters Score -1077870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1077924.125000 Penalty: 3069.733398
	Iteration 20F: 3 clusters Score -1077924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1077978.500000 Penalty: 3069.733398
	Iteration 21Q: 3 clusters Score -1077978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1078039.250000 Penalty: 3069.733398
	Iteration 22Q: 3 clusters Score -1078039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1078094.000000 Penalty: 3069.733398
	Iteration 23Q: 3 clusters Score -1078094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1078138.750000 Penalty: 3069.733398
	Iteration 24Q: 3 clusters Score -1078139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1078174.125000 Penalty: 3069.733398
	Iteration 25Q: 3 clusters Score -1078174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1078194.000000 Penalty: 3069.733398
	Iteration 26Q: 3 clusters Score -1078194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1078209.250000 Penalty: 3069.733398
	Iteration 27Q: 3 clusters Score -1078209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1078218.625000 Penalty: 3069.733398
	Iteration 28Q: 3 clusters Score -1078219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1078227.875000 Penalty: 3069.733398
	Iteration 29Q: 3 clusters Score -1078228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1078241.250000 Penalty: 3069.733398
	Iteration 30Q: 3 clusters Score -1078241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1078252.000000 Penalty: 3069.733398
	Iteration 31Q: 3 clusters Score -1078252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1078278.500000 Penalty: 3069.733398
	Iteration 32Q: 3 clusters Score -1078278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1078293.750000 Penalty: 3069.733398
	Iteration 33Q: 3 clusters Score -1078294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1078303.875000 Penalty: 3069.733398
	Iteration 34Q: 3 clusters Score -1078304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1078313.875000 Penalty: 3069.733398
	Iteration 35Q: 3 clusters Score -1078314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1078320.250000 Penalty: 3069.733398
	Iteration 36Q: 3 clusters Score -1078320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1078328.000000 Penalty: 3069.733398
	Iteration 37Q: 3 clusters Score -1078328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1078332.000000 Penalty: 3069.733398
	Iteration 38Q: 3 clusters Score -1078332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1078334.750000 Penalty: 3069.733398
	Iteration 39Q: 3 clusters Score -1078335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1078339.500000 Penalty: 3069.733398
	Iteration 40F: 3 clusters Score -1078340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1078346.750000 Penalty: 3069.733398
	Iteration 41Q: 3 clusters Score -1078347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1078350.875000 Penalty: 3069.733398
	Iteration 42Q: 3 clusters Score -1078351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1078350.375000 Penalty: 3069.733398
	Iteration 43Q: 3 clusters Score -1078350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1078351.500000 Penalty: 3069.733398
	Iteration 44Q: 3 clusters Score -1078352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1078351.375000 Penalty: 3069.733398
	Iteration 45Q: 3 clusters Score -1078351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1078351.625000 Penalty: 3069.733398
	Iteration 46Q: 3 clusters Score -1078352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1078354.750000 Penalty: 3069.733398
	Iteration 47Q: 3 clusters Score -1078355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1078353.750000 Penalty: 3069.733398
	Iteration 48Q: 3 clusters Score -1078354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1078353.750000 Penalty: 3069.733398
	Iteration 49F: 3 clusters Score -1078354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -506025.375000 Penalty: 1412.201904
	Iteration 0F: 2 clusters Score -506025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -501457.875000 Penalty: 2824.403809
	Iteration 0F: 3 clusters Score -501457.9 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -502855.093750 Penalty: 2824.403809
	Iteration 1F: 3 clusters Score -502855.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -503047.812500 Penalty: 2824.403809
	Iteration 2F: 3 clusters Score -503047.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -503173.968750 Penalty: 2824.403809
	Iteration 3Q: 3 clusters Score -503174 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -503301.312500 Penalty: 2824.403809
	Iteration 4Q: 3 clusters Score -503301.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -503444.812500 Penalty: 2824.403809
	Iteration 5Q: 3 clusters Score -503444.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -503612.937500 Penalty: 2824.403809
	Iteration 6Q: 3 clusters Score -503612.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -503785.281250 Penalty: 2824.403809
	Iteration 7Q: 3 clusters Score -503785.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -503992.843750 Penalty: 2824.403809
	Iteration 8Q: 3 clusters Score -503992.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -504186.812500 Penalty: 2824.403809
	Iteration 9Q: 3 clusters Score -504186.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -504374.687500 Penalty: 2824.403809
	Iteration 10Q: 3 clusters Score -504374.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -504539.093750 Penalty: 2824.403809
	Iteration 11Q: 3 clusters Score -504539.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -504698.812500 Penalty: 2824.403809
	Iteration 12Q: 3 clusters Score -504698.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504843.812500 Penalty: 2824.403809
	Iteration 13Q: 3 clusters Score -504843.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -504970.531250 Penalty: 2824.403809
	Iteration 14Q: 3 clusters Score -504970.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -505059.593750 Penalty: 2824.403809
	Iteration 15Q: 3 clusters Score -505059.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -505116.906250 Penalty: 2824.403809
	Iteration 16Q: 3 clusters Score -505116.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -505146.906250 Penalty: 2824.403809
	Iteration 17Q: 3 clusters Score -505146.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -505172.718750 Penalty: 2824.403809
	Iteration 18Q: 3 clusters Score -505172.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -505184.718750 Penalty: 2824.403809
	Iteration 19Q: 3 clusters Score -505184.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -505194.781250 Penalty: 2824.403809
	Iteration 20F: 3 clusters Score -505194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -505198.250000 Penalty: 2824.403809
	Iteration 21Q: 3 clusters Score -505198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -505199.281250 Penalty: 2824.403809
	Iteration 22Q: 3 clusters Score -505199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -505201.562500 Penalty: 2824.403809
	Iteration 23Q: 3 clusters Score -505201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -505201.312500 Penalty: 2824.403809
	Iteration 24Q: 3 clusters Score -505201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -505202.406250 Penalty: 2824.403809
	Iteration 25Q: 3 clusters Score -505202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -505202.968750 Penalty: 2824.403809
	Iteration 26Q: 3 clusters Score -505203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -505203.093750 Penalty: 2824.403809
	Iteration 27Q: 3 clusters Score -505203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -505203.187500 Penalty: 2824.403809
	Iteration 28Q: 3 clusters Score -505203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -505203.187500 Penalty: 2824.403809
	Iteration 29F: 3 clusters Score -505203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -76916.000000 Penalty: 1108.075195
	Iteration 0F: 2 clusters Score -76916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75500.984375 Penalty: 2216.150391
	Iteration 0F: 3 clusters Score -75500.98 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75743.757812 Penalty: 2216.150391
	Iteration 1F: 3 clusters Score -75743.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75823.234375 Penalty: 2216.150391
	Iteration 2F: 3 clusters Score -75823.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75859.578125 Penalty: 2216.150391
	Iteration 3Q: 3 clusters Score -75859.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75878.062500 Penalty: 2216.150391
	Iteration 4Q: 3 clusters Score -75878.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75885.781250 Penalty: 2216.150391
	Iteration 5Q: 3 clusters Score -75885.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75891.625000 Penalty: 2216.150391
	Iteration 6Q: 3 clusters Score -75891.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75894.679688 Penalty: 2216.150391
	Iteration 7Q: 3 clusters Score -75894.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75895.617188 Penalty: 2216.150391
	Iteration 8Q: 3 clusters Score -75895.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75897.609375 Penalty: 2216.150391
	Iteration 9Q: 3 clusters Score -75897.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75898.609375 Penalty: 2216.150391
	Iteration 10Q: 3 clusters Score -75898.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75899.500000 Penalty: 2216.150391
	Iteration 11Q: 3 clusters Score -75899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75900.171875 Penalty: 2216.150391
	Iteration 12Q: 3 clusters Score -75900.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75900.851562 Penalty: 2216.150391
	Iteration 13Q: 3 clusters Score -75900.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75900.851562 Penalty: 2216.150391
	Iteration 14F: 3 clusters Score -75900.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Entering Unmasked Estep 
Score: -1599161.500000 Penalty: 1600.424683
	Iteration 0F: 2 clusters Score -1599162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1586181.500000 Penalty: 3200.849365
	Iteration 0F: 3 clusters Score -1586182 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1591074.000000 Penalty: 3200.849365
	Iteration 1F: 3 clusters Score -1591074 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1591567.000000 Penalty: 3200.849365
	Iteration 2F: 3 clusters Score -1591567 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1592046.750000 Penalty: 3200.849365
	Iteration 3F: 3 clusters Score -1592047 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1592552.000000 Penalty: 3200.849365
	Iteration 4F: 3 clusters Score -1592552 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1593164.125000 Penalty: 3200.849365
	Iteration 5F: 3 clusters Score -1593164 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1593840.375000 Penalty: 3200.849365
	Iteration 6F: 3 clusters Score -1593840 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1594621.625000 Penalty: 3200.849365
	Iteration 7F: 3 clusters Score -1594622 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1595430.625000 Penalty: 3200.849365
	Iteration 8F: 3 clusters Score -1595431 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1596140.625000 Penalty: 3200.849365
	Iteration 9Q: 3 clusters Score -1596141 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1596642.000000 Penalty: 3200.849365
	Iteration 10Q: 3 clusters Score -1596642 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1596976.375000 Penalty: 3200.849365
	Iteration 11Q: 3 clusters Score -1596976 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1597175.000000 Penalty: 3200.849365
	Iteration 12Q: 3 clusters Score -1597175 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1597338.625000 Penalty: 3200.849365
	Iteration 13Q: 3 clusters Score -1597339 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1597457.375000 Penalty: 3200.849365
	Iteration 14Q: 3 clusters Score -1597457 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1597562.750000 Penalty: 3200.849365
	Iteration 15Q: 3 clusters Score -1597563 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1597667.375000 Penalty: 3200.849365
	Iteration 16Q: 3 clusters Score -1597667 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1597748.125000 Penalty: 3200.849365
	Iteration 17Q: 3 clusters Score -1597748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1597802.625000 Penalty: 3200.849365
	Iteration 18Q: 3 clusters Score -1597803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1597839.625000 Penalty: 3200.849365
	Iteration 19Q: 3 clusters Score -1597840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1597870.375000 Penalty: 3200.849365
	Iteration 20F: 3 clusters Score -1597870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1597893.750000 Penalty: 3200.849365
	Iteration 21Q: 3 clusters Score -1597894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1597918.625000 Penalty: 3200.849365
	Iteration 22Q: 3 clusters Score -1597919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1597943.625000 Penalty: 3200.849365
	Iteration 23Q: 3 clusters Score -1597944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1597962.750000 Penalty: 3200.849365
	Iteration 24Q: 3 clusters Score -1597963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1597989.500000 Penalty: 3200.849365
	Iteration 25Q: 3 clusters Score -1597990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1598007.750000 Penalty: 3200.849365
	Iteration 26Q: 3 clusters Score -1598008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1598022.750000 Penalty: 3200.849365
	Iteration 27Q: 3 clusters Score -1598023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1598041.250000 Penalty: 3200.849365
	Iteration 28Q: 3 clusters Score -1598041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1598049.875000 Penalty: 3200.849365
	Iteration 29Q: 3 clusters Score -1598050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1598061.500000 Penalty: 3200.849365
	Iteration 30Q: 3 clusters Score -1598062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1598060.750000 Penalty: 3200.849365
	Iteration 31Q: 3 clusters Score -1598061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1598059.000000 Penalty: 3200.849365
	Iteration 32Q: 3 clusters Score -1598059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1598062.875000 Penalty: 3200.849365
	Iteration 33Q: 3 clusters Score -1598063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1598062.250000 Penalty: 3200.849365
	Iteration 34Q: 3 clusters Score -1598062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1598060.625000 Penalty: 3200.849365
	Iteration 35Q: 3 clusters Score -1598061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1598061.375000 Penalty: 3200.849365
	Iteration 36Q: 3 clusters Score -1598061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1598060.875000 Penalty: 3200.849365
	Iteration 37Q: 3 clusters Score -1598061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1598062.250000 Penalty: 3200.849365
	Iteration 38Q: 3 clusters Score -1598062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1598061.375000 Penalty: 3200.849365
	Iteration 39Q: 3 clusters Score -1598061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1598063.375000 Penalty: 3200.849365
	Iteration 40F: 3 clusters Score -1598063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1598063.250000 Penalty: 3200.849365
	Iteration 41Q: 3 clusters Score -1598063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1598061.125000 Penalty: 3200.849365
	Iteration 42Q: 3 clusters Score -1598061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1598060.375000 Penalty: 3200.849365
	Iteration 43Q: 3 clusters Score -1598060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1598062.000000 Penalty: 3200.849365
	Iteration 44Q: 3 clusters Score -1598062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1598063.500000 Penalty: 3200.849365
	Iteration 45Q: 3 clusters Score -1598064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1598066.250000 Penalty: 3200.849365
	Iteration 46Q: 3 clusters Score -1598066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1598064.750000 Penalty: 3200.849365
	Iteration 47Q: 3 clusters Score -1598065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1598064.250000 Penalty: 3200.849365
	Iteration 48Q: 3 clusters Score -1598064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1598067.125000 Penalty: 3200.849365
	Iteration 49Q: 3 clusters Score -1598067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1598068.125000 Penalty: 3200.849365
	Iteration 50Q: 3 clusters Score -1598068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1598068.500000 Penalty: 3200.849365
	Iteration 51Q: 3 clusters Score -1598068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1598068.500000 Penalty: 3200.849365
	Iteration 52Q: 3 clusters Score -1598068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1598068.500000 Penalty: 3200.849365
	Iteration 53F: 3 clusters Score -1598068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -660212.312500 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -660212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -654401.437500 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -654401.4 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -656199.187500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -656199.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -656551.625000 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -656551.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -656951.062500 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -656951.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -657352.125000 Penalty: 2916.050781
	Iteration 4F: 3 clusters Score -657352.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -657755.750000 Penalty: 2916.050781
	Iteration 5F: 3 clusters Score -657755.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -658067.812500 Penalty: 2916.050781
	Iteration 6F: 3 clusters Score -658067.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -658280.437500 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -658280.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -658435.750000 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -658435.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -658529.312500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -658529.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -658577.937500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -658577.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -658604.500000 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -658604.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -658623.687500 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -658623.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -658639.687500 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -658639.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -658652.750000 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -658652.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -658665.687500 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -658665.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -658682.500000 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -658682.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -658692.250000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -658692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -658700.500000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -658700.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -658710.062500 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -658710.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -658719.187500 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -658719.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -658730.437500 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -658730.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -658739.187500 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -658739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -658747.312500 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -658747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -658752.500000 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -658752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -658755.312500 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -658755.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -658759.187500 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -658759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -658761.375000 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -658761.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -658768.125000 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -658768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -658773.625000 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -658773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -658777.875000 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -658777.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -658782.375000 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -658782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -658783.812500 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -658783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -658786.625000 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -658786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -658788.000000 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -658788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -658787.375000 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -658787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -658790.062500 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -658790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -658791.187500 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -658791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -658792.937500 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -658792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -658795.375000 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -658795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -658798.875000 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -658798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -658803.062500 Penalty: 2916.050781
	Iteration 41Q: 3 clusters Score -658803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -658803.500000 Penalty: 2916.050781
	Iteration 42Q: 3 clusters Score -658803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -658805.812500 Penalty: 2916.050781
	Iteration 43Q: 3 clusters Score -658805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -658807.875000 Penalty: 2916.050781
	Iteration 44Q: 3 clusters Score -658807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -658808.750000 Penalty: 2916.050781
	Iteration 45Q: 3 clusters Score -658808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -658809.625000 Penalty: 2916.050781
	Iteration 46Q: 3 clusters Score -658809.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -658811.375000 Penalty: 2916.050781
	Iteration 47Q: 3 clusters Score -658811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -658813.312500 Penalty: 2916.050781
	Iteration 48Q: 3 clusters Score -658813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -658815.687500 Penalty: 2916.050781
	Iteration 49Q: 3 clusters Score -658815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -658818.125000 Penalty: 2916.050781
	Iteration 50Q: 3 clusters Score -658818.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -658821.875000 Penalty: 2916.050781
	Iteration 51Q: 3 clusters Score -658821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -658822.125000 Penalty: 2916.050781
	Iteration 52Q: 3 clusters Score -658822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -658824.125000 Penalty: 2916.050781
	Iteration 53Q: 3 clusters Score -658824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -658825.937500 Penalty: 2916.050781
	Iteration 54Q: 3 clusters Score -658825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -658826.375000 Penalty: 2916.050781
	Iteration 55Q: 3 clusters Score -658826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -658827.250000 Penalty: 2916.050781
	Iteration 56Q: 3 clusters Score -658827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -658829.437500 Penalty: 2916.050781
	Iteration 57Q: 3 clusters Score -658829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -658832.687500 Penalty: 2916.050781
	Iteration 58Q: 3 clusters Score -658832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -658834.687500 Penalty: 2916.050781
	Iteration 59Q: 3 clusters Score -658834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -658837.062500 Penalty: 2916.050781
	Iteration 60F: 3 clusters Score -658837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -658841.437500 Penalty: 2916.050781
	Iteration 61Q: 3 clusters Score -658841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -658842.562500 Penalty: 2916.050781
	Iteration 62Q: 3 clusters Score -658842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -658844.562500 Penalty: 2916.050781
	Iteration 63Q: 3 clusters Score -658844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -658846.500000 Penalty: 2916.050781
	Iteration 64Q: 3 clusters Score -658846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -658847.937500 Penalty: 2916.050781
	Iteration 65Q: 3 clusters Score -658847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -658847.937500 Penalty: 2916.050781
	Iteration 66F: 3 clusters Score -658847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Entering Unmasked Estep 
Score: -600368.375000 Penalty: 1440.888184
	Iteration 0F: 2 clusters Score -600368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -595067.687500 Penalty: 2881.776367
	Iteration 0F: 3 clusters Score -595067.7 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -596762.812500 Penalty: 2881.776367
	Iteration 1F: 3 clusters Score -596762.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -597019.812500 Penalty: 2881.776367
	Iteration 2F: 3 clusters Score -597019.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -597230.625000 Penalty: 2881.776367
	Iteration 3F: 3 clusters Score -597230.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -597414.125000 Penalty: 2881.776367
	Iteration 4Q: 3 clusters Score -597414.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -597605.125000 Penalty: 2881.776367
	Iteration 5Q: 3 clusters Score -597605.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -597791.250000 Penalty: 2881.776367
	Iteration 6Q: 3 clusters Score -597791.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -597961.187500 Penalty: 2881.776367
	Iteration 7Q: 3 clusters Score -597961.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -598101.062500 Penalty: 2881.776367
	Iteration 8Q: 3 clusters Score -598101.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -598228.375000 Penalty: 2881.776367
	Iteration 9Q: 3 clusters Score -598228.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -598344.125000 Penalty: 2881.776367
	Iteration 10Q: 3 clusters Score -598344.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -598463.562500 Penalty: 2881.776367
	Iteration 11Q: 3 clusters Score -598463.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -598567.062500 Penalty: 2881.776367
	Iteration 12Q: 3 clusters Score -598567.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -598651.875000 Penalty: 2881.776367
	Iteration 13Q: 3 clusters Score -598651.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -598715.375000 Penalty: 2881.776367
	Iteration 14Q: 3 clusters Score -598715.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -598762.500000 Penalty: 2881.776367
	Iteration 15Q: 3 clusters Score -598762.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -598787.125000 Penalty: 2881.776367
	Iteration 16Q: 3 clusters Score -598787.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -598810.500000 Penalty: 2881.776367
	Iteration 17Q: 3 clusters Score -598810.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -598827.000000 Penalty: 2881.776367
	Iteration 18Q: 3 clusters Score -598827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -598839.187500 Penalty: 2881.776367
	Iteration 19Q: 3 clusters Score -598839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -598848.500000 Penalty: 2881.776367
	Iteration 20F: 3 clusters Score -598848.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -598853.937500 Penalty: 2881.776367
	Iteration 21Q: 3 clusters Score -598853.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -598859.625000 Penalty: 2881.776367
	Iteration 22Q: 3 clusters Score -598859.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -598864.562500 Penalty: 2881.776367
	Iteration 23Q: 3 clusters Score -598864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -598867.312500 Penalty: 2881.776367
	Iteration 24Q: 3 clusters Score -598867.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -598870.062500 Penalty: 2881.776367
	Iteration 25Q: 3 clusters Score -598870.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -598875.562500 Penalty: 2881.776367
	Iteration 26Q: 3 clusters Score -598875.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -598882.125000 Penalty: 2881.776367
	Iteration 27Q: 3 clusters Score -598882.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -598885.562500 Penalty: 2881.776367
	Iteration 28Q: 3 clusters Score -598885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -598891.187500 Penalty: 2881.776367
	Iteration 29Q: 3 clusters Score -598891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -598899.062500 Penalty: 2881.776367
	Iteration 30Q: 3 clusters Score -598899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -598903.812500 Penalty: 2881.776367
	Iteration 31Q: 3 clusters Score -598903.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -598908.000000 Penalty: 2881.776367
	Iteration 32Q: 3 clusters Score -598908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -598912.625000 Penalty: 2881.776367
	Iteration 33Q: 3 clusters Score -598912.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -598918.375000 Penalty: 2881.776367
	Iteration 34Q: 3 clusters Score -598918.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -598924.062500 Penalty: 2881.776367
	Iteration 35Q: 3 clusters Score -598924.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -598927.750000 Penalty: 2881.776367
	Iteration 36Q: 3 clusters Score -598927.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -598932.375000 Penalty: 2881.776367
	Iteration 37Q: 3 clusters Score -598932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -598936.750000 Penalty: 2881.776367
	Iteration 38Q: 3 clusters Score -598936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -598941.562500 Penalty: 2881.776367
	Iteration 39Q: 3 clusters Score -598941.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -598946.000000 Penalty: 2881.776367
	Iteration 40F: 3 clusters Score -598946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -598950.500000 Penalty: 2881.776367
	Iteration 41Q: 3 clusters Score -598950.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -598952.500000 Penalty: 2881.776367
	Iteration 42Q: 3 clusters Score -598952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -598956.875000 Penalty: 2881.776367
	Iteration 43Q: 3 clusters Score -598956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -598961.937500 Penalty: 2881.776367
	Iteration 44Q: 3 clusters Score -598961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -598966.625000 Penalty: 2881.776367
	Iteration 45Q: 3 clusters Score -598966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -598969.562500 Penalty: 2881.776367
	Iteration 46Q: 3 clusters Score -598969.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -598972.750000 Penalty: 2881.776367
	Iteration 47Q: 3 clusters Score -598972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -598975.187500 Penalty: 2881.776367
	Iteration 48Q: 3 clusters Score -598975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -598977.062500 Penalty: 2881.776367
	Iteration 49Q: 3 clusters Score -598977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -598980.312500 Penalty: 2881.776367
	Iteration 50Q: 3 clusters Score -598980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -598980.187500 Penalty: 2881.776367
	Iteration 51Q: 3 clusters Score -598980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -598981.687500 Penalty: 2881.776367
	Iteration 52Q: 3 clusters Score -598981.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -598984.187500 Penalty: 2881.776367
	Iteration 53Q: 3 clusters Score -598984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -598984.812500 Penalty: 2881.776367
	Iteration 54Q: 3 clusters Score -598984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -598985.562500 Penalty: 2881.776367
	Iteration 55Q: 3 clusters Score -598985.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -598987.500000 Penalty: 2881.776367
	Iteration 56Q: 3 clusters Score -598987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -598988.562500 Penalty: 2881.776367
	Iteration 57Q: 3 clusters Score -598988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -598990.062500 Penalty: 2881.776367
	Iteration 58Q: 3 clusters Score -598990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -598993.187500 Penalty: 2881.776367
	Iteration 59Q: 3 clusters Score -598993.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -598992.750000 Penalty: 2881.776367
	Iteration 60F: 3 clusters Score -598992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -598997.250000 Penalty: 2881.776367
	Iteration 61Q: 3 clusters Score -598997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -599000.062500 Penalty: 2881.776367
	Iteration 62Q: 3 clusters Score -599000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -599000.625000 Penalty: 2881.776367
	Iteration 63Q: 3 clusters Score -599000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -599003.750000 Penalty: 2881.776367
	Iteration 64Q: 3 clusters Score -599003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -599004.687500 Penalty: 2881.776367
	Iteration 65Q: 3 clusters Score -599004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -599005.250000 Penalty: 2881.776367
	Iteration 66Q: 3 clusters Score -599005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -599005.250000 Penalty: 2881.776367
	Iteration 67F: 3 clusters Score -599005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -173732.375000 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -173732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171577.546875 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -171577.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -172175.468750 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -172175.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -172372.359375 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -172372.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -172568.250000 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -172568.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -172689.500000 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -172689.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -172778.484375 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -172778.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -172855.078125 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -172855.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172939.859375 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -172939.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -173010.906250 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -173010.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -173103.593750 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -173103.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173162.515625 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -173162.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -173209.937500 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -173209.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173233.968750 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -173234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173253.250000 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -173253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -173266.140625 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -173266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173280.890625 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -173280.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173295.156250 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -173295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -173303.453125 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -173303.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173312.828125 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -173312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -173320.390625 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -173320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173324.687500 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -173324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173333.640625 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -173333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -173346.062500 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -173346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -173363.203125 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -173363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173379.046875 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -173379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -173390.203125 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -173390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -173407.187500 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -173407.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -173420.593750 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -173420.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -173436.328125 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -173436.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -173446.312500 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -173446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -173452.421875 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -173452.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -173458.890625 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -173458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -173465.046875 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -173465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -173470.671875 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -173470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -173475.281250 Penalty: 2493.797363
	Iteration 34Q: 3 clusters Score -173475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -173478.937500 Penalty: 2493.797363
	Iteration 35Q: 3 clusters Score -173478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -173481.640625 Penalty: 2493.797363
	Iteration 36Q: 3 clusters Score -173481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -173485.203125 Penalty: 2493.797363
	Iteration 37Q: 3 clusters Score -173485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -173485.515625 Penalty: 2493.797363
	Iteration 38Q: 3 clusters Score -173485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173485.984375 Penalty: 2493.797363
	Iteration 39Q: 3 clusters Score -173486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173485.984375 Penalty: 2493.797363
	Iteration 40F: 3 clusters Score -173486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -330123.906250 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -330123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -326460.500000 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -326460.5 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -327425.593750 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -327425.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -327868.750000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -327868.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -328412.187500 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -328412.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -328928.656250 Penalty: 2736.435303
	Iteration 4F: 3 clusters Score -328928.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -329232.812500 Penalty: 2736.435303
	Iteration 5F: 3 clusters Score -329232.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -329425.031250 Penalty: 2736.435303
	Iteration 6F: 3 clusters Score -329425 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -329532.718750 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -329532.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -329583.843750 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -329583.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -329626.250000 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -329626.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -329659.125000 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -329659.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -329678.562500 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -329678.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -329690.437500 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -329690.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -329700.437500 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -329700.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -329713.968750 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -329714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -329727.125000 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -329727.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -329737.062500 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -329737.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -329746.437500 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -329746.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -329752.656250 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -329752.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -329757.375000 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -329757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -329759.156250 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -329759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -329761.187500 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -329761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -329762.875000 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -329762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -329765.500000 Penalty: 2736.435303
	Iteration 23Q: 3 clusters Score -329765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -329767.343750 Penalty: 2736.435303
	Iteration 24Q: 3 clusters Score -329767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -329769.656250 Penalty: 2736.435303
	Iteration 25Q: 3 clusters Score -329769.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -329772.812500 Penalty: 2736.435303
	Iteration 26Q: 3 clusters Score -329772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -329778.375000 Penalty: 2736.435303
	Iteration 27Q: 3 clusters Score -329778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -329782.906250 Penalty: 2736.435303
	Iteration 28Q: 3 clusters Score -329782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -329785.375000 Penalty: 2736.435303
	Iteration 29Q: 3 clusters Score -329785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -329786.875000 Penalty: 2736.435303
	Iteration 30Q: 3 clusters Score -329786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -329787.687500 Penalty: 2736.435303
	Iteration 31Q: 3 clusters Score -329787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -329787.593750 Penalty: 2736.435303
	Iteration 32Q: 3 clusters Score -329787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -329787.843750 Penalty: 2736.435303
	Iteration 33Q: 3 clusters Score -329787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -329789.218750 Penalty: 2736.435303
	Iteration 34Q: 3 clusters Score -329789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -329790.187500 Penalty: 2736.435303
	Iteration 35Q: 3 clusters Score -329790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -329789.500000 Penalty: 2736.435303
	Iteration 36Q: 3 clusters Score -329789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -329791.875000 Penalty: 2736.435303
	Iteration 37Q: 3 clusters Score -329791.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -329794.468750 Penalty: 2736.435303
	Iteration 38Q: 3 clusters Score -329794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -329796.625000 Penalty: 2736.435303
	Iteration 39Q: 3 clusters Score -329796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -329797.656250 Penalty: 2736.435303
	Iteration 40F: 3 clusters Score -329797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -329797.250000 Penalty: 2736.435303
	Iteration 41Q: 3 clusters Score -329797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -329798.718750 Penalty: 2736.435303
	Iteration 42Q: 3 clusters Score -329798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -329799.312500 Penalty: 2736.435303
	Iteration 43Q: 3 clusters Score -329799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -329800.593750 Penalty: 2736.435303
	Iteration 44Q: 3 clusters Score -329800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -329800.781250 Penalty: 2736.435303
	Iteration 45Q: 3 clusters Score -329800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -329801.093750 Penalty: 2736.435303
	Iteration 46Q: 3 clusters Score -329801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -329801.062500 Penalty: 2736.435303
	Iteration 47Q: 3 clusters Score -329801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -329803.125000 Penalty: 2736.435303
	Iteration 48Q: 3 clusters Score -329803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -329805.250000 Penalty: 2736.435303
	Iteration 49Q: 3 clusters Score -329805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -329807.250000 Penalty: 2736.435303
	Iteration 50Q: 3 clusters Score -329807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -329808.406250 Penalty: 2736.435303
	Iteration 51Q: 3 clusters Score -329808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -329809.812500 Penalty: 2736.435303
	Iteration 52Q: 3 clusters Score -329809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -329811.000000 Penalty: 2736.435303
	Iteration 53Q: 3 clusters Score -329811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -329811.000000 Penalty: 2736.435303
	Iteration 54Q: 3 clusters Score -329811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -329814.312500 Penalty: 2736.435303
	Iteration 55Q: 3 clusters Score -329814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -329814.156250 Penalty: 2736.435303
	Iteration 56Q: 3 clusters Score -329814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329815.031250 Penalty: 2736.435303
	Iteration 57Q: 3 clusters Score -329815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -329814.875000 Penalty: 2736.435303
	Iteration 58Q: 3 clusters Score -329814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329815.093750 Penalty: 2736.435303
	Iteration 59Q: 3 clusters Score -329815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -329815.093750 Penalty: 2736.435303
	Iteration 60F: 3 clusters Score -329815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -153723.531250 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -153723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -151684.890625 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -151684.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152161.875000 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -152161.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152281.406250 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -152281.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152353.625000 Penalty: 2458.208984
	Iteration 3F: 3 clusters Score -152353.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152379.906250 Penalty: 2458.208984
	Iteration 4Q: 3 clusters Score -152379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152398.656250 Penalty: 2458.208984
	Iteration 5Q: 3 clusters Score -152398.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152408.937500 Penalty: 2458.208984
	Iteration 6Q: 3 clusters Score -152408.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152419.359375 Penalty: 2458.208984
	Iteration 7Q: 3 clusters Score -152419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152425.843750 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -152425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152428.984375 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -152429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152430.921875 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -152430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -152432.156250 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -152432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -152433.156250 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -152433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -152434.609375 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -152434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -152434.953125 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -152435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152435.312500 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -152435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152435.312500 Penalty: 2458.208984
	Iteration 16F: 3 clusters Score -152435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -539464.562500 Penalty: 1424.766968
	Iteration 0F: 2 clusters Score -539464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -534591.187500 Penalty: 2849.533936
	Iteration 0F: 3 clusters Score -534591.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -535972.000000 Penalty: 2849.533936
	Iteration 1F: 3 clusters Score -535972 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -536242.625000 Penalty: 2849.533936
	Iteration 2F: 3 clusters Score -536242.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -536477.375000 Penalty: 2849.533936
	Iteration 3F: 3 clusters Score -536477.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -536761.500000 Penalty: 2849.533936
	Iteration 4F: 3 clusters Score -536761.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -537072.875000 Penalty: 2849.533936
	Iteration 5F: 3 clusters Score -537072.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -537447.750000 Penalty: 2849.533936
	Iteration 6F: 3 clusters Score -537447.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -537825.812500 Penalty: 2849.533936
	Iteration 7F: 3 clusters Score -537825.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -538061.687500 Penalty: 2849.533936
	Iteration 8F: 3 clusters Score -538061.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -538193.875000 Penalty: 2849.533936
	Iteration 9Q: 3 clusters Score -538193.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -538278.312500 Penalty: 2849.533936
	Iteration 10Q: 3 clusters Score -538278.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -538361.125000 Penalty: 2849.533936
	Iteration 11Q: 3 clusters Score -538361.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -538425.437500 Penalty: 2849.533936
	Iteration 12Q: 3 clusters Score -538425.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -538466.250000 Penalty: 2849.533936
	Iteration 13Q: 3 clusters Score -538466.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -538508.125000 Penalty: 2849.533936
	Iteration 14Q: 3 clusters Score -538508.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -538548.625000 Penalty: 2849.533936
	Iteration 15Q: 3 clusters Score -538548.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -538570.500000 Penalty: 2849.533936
	Iteration 16Q: 3 clusters Score -538570.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -538584.750000 Penalty: 2849.533936
	Iteration 17Q: 3 clusters Score -538584.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -538592.500000 Penalty: 2849.533936
	Iteration 18Q: 3 clusters Score -538592.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -538600.000000 Penalty: 2849.533936
	Iteration 19Q: 3 clusters Score -538600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -538606.437500 Penalty: 2849.533936
	Iteration 20F: 3 clusters Score -538606.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -538612.937500 Penalty: 2849.533936
	Iteration 21Q: 3 clusters Score -538612.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -538615.125000 Penalty: 2849.533936
	Iteration 22Q: 3 clusters Score -538615.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -538617.187500 Penalty: 2849.533936
	Iteration 23Q: 3 clusters Score -538617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -538621.875000 Penalty: 2849.533936
	Iteration 24Q: 3 clusters Score -538621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -538627.687500 Penalty: 2849.533936
	Iteration 25Q: 3 clusters Score -538627.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -538633.500000 Penalty: 2849.533936
	Iteration 26Q: 3 clusters Score -538633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -538639.250000 Penalty: 2849.533936
	Iteration 27Q: 3 clusters Score -538639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -538639.375000 Penalty: 2849.533936
	Iteration 28Q: 3 clusters Score -538639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -538643.000000 Penalty: 2849.533936
	Iteration 29Q: 3 clusters Score -538643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -538644.625000 Penalty: 2849.533936
	Iteration 30Q: 3 clusters Score -538644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -538645.000000 Penalty: 2849.533936
	Iteration 31Q: 3 clusters Score -538645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -538645.812500 Penalty: 2849.533936
	Iteration 32Q: 3 clusters Score -538645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -538648.187500 Penalty: 2849.533936
	Iteration 33Q: 3 clusters Score -538648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -538647.562500 Penalty: 2849.533936
	Iteration 34Q: 3 clusters Score -538647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -538649.562500 Penalty: 2849.533936
	Iteration 35Q: 3 clusters Score -538649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -538651.937500 Penalty: 2849.533936
	Iteration 36Q: 3 clusters Score -538651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -538653.312500 Penalty: 2849.533936
	Iteration 37Q: 3 clusters Score -538653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -538654.625000 Penalty: 2849.533936
	Iteration 38Q: 3 clusters Score -538654.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -538657.562500 Penalty: 2849.533936
	Iteration 39Q: 3 clusters Score -538657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -538657.687500 Penalty: 2849.533936
	Iteration 40F: 3 clusters Score -538657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -538660.062500 Penalty: 2849.533936
	Iteration 41Q: 3 clusters Score -538660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -538661.750000 Penalty: 2849.533936
	Iteration 42Q: 3 clusters Score -538661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -538665.937500 Penalty: 2849.533936
	Iteration 43Q: 3 clusters Score -538665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -538668.125000 Penalty: 2849.533936
	Iteration 44Q: 3 clusters Score -538668.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -538670.312500 Penalty: 2849.533936
	Iteration 45Q: 3 clusters Score -538670.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -538674.125000 Penalty: 2849.533936
	Iteration 46Q: 3 clusters Score -538674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -538677.312500 Penalty: 2849.533936
	Iteration 47Q: 3 clusters Score -538677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -538679.125000 Penalty: 2849.533936
	Iteration 48Q: 3 clusters Score -538679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -538682.375000 Penalty: 2849.533936
	Iteration 49Q: 3 clusters Score -538682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -538684.250000 Penalty: 2849.533936
	Iteration 50Q: 3 clusters Score -538684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -538684.750000 Penalty: 2849.533936
	Iteration 51Q: 3 clusters Score -538684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -538684.500000 Penalty: 2849.533936
	Iteration 52Q: 3 clusters Score -538684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -538685.187500 Penalty: 2849.533936
	Iteration 53Q: 3 clusters Score -538685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -538685.937500 Penalty: 2849.533936
	Iteration 54Q: 3 clusters Score -538685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -538686.125000 Penalty: 2849.533936
	Iteration 55Q: 3 clusters Score -538686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -538686.125000 Penalty: 2849.533936
	Iteration 56F: 3 clusters Score -538686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Entering Unmasked Estep 
Score: -2500892.500000 Penalty: 1671.778198
	Iteration 0F: 2 clusters Score -2500892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2481137.250000 Penalty: 3343.556396
	Iteration 0F: 3 clusters Score -2481137 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2488376.250000 Penalty: 3343.556396
	Iteration 1F: 3 clusters Score -2488376 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2488714.750000 Penalty: 3343.556396
	Iteration 2Q: 3 clusters Score -2488715 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2489019.750000 Penalty: 3343.556396
	Iteration 3Q: 3 clusters Score -2489020 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2489316.500000 Penalty: 3343.556396
	Iteration 4Q: 3 clusters Score -2489316 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2489613.250000 Penalty: 3343.556396
	Iteration 5Q: 3 clusters Score -2489613 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2489921.500000 Penalty: 3343.556396
	Iteration 6Q: 3 clusters Score -2489922 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2490220.250000 Penalty: 3343.556396
	Iteration 7Q: 3 clusters Score -2490220 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2490565.750000 Penalty: 3343.556396
	Iteration 8Q: 3 clusters Score -2490566 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2490986.000000 Penalty: 3343.556396
	Iteration 9Q: 3 clusters Score -2490986 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2491449.500000 Penalty: 3343.556396
	Iteration 10Q: 3 clusters Score -2491450 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2491955.500000 Penalty: 3343.556396
	Iteration 11Q: 3 clusters Score -2491956 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2492507.500000 Penalty: 3343.556396
	Iteration 12Q: 3 clusters Score -2492508 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2493048.000000 Penalty: 3343.556396
	Iteration 13Q: 3 clusters Score -2493048 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2493614.000000 Penalty: 3343.556396
	Iteration 14Q: 3 clusters Score -2493614 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2494280.000000 Penalty: 3343.556396
	Iteration 15Q: 3 clusters Score -2494280 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2494970.250000 Penalty: 3343.556396
	Iteration 16Q: 3 clusters Score -2494970 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2495570.000000 Penalty: 3343.556396
	Iteration 17Q: 3 clusters Score -2495570 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2496148.250000 Penalty: 3343.556396
	Iteration 18Q: 3 clusters Score -2496148 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2496682.500000 Penalty: 3343.556396
	Iteration 19Q: 3 clusters Score -2496682 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2497198.250000 Penalty: 3343.556396
	Iteration 20F: 3 clusters Score -2497198 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2497665.500000 Penalty: 3343.556396
	Iteration 21Q: 3 clusters Score -2497666 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2498078.000000 Penalty: 3343.556396
	Iteration 22Q: 3 clusters Score -2498078 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2498414.750000 Penalty: 3343.556396
	Iteration 23Q: 3 clusters Score -2498415 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2498666.250000 Penalty: 3343.556396
	Iteration 24Q: 3 clusters Score -2498666 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2498855.500000 Penalty: 3343.556396
	Iteration 25Q: 3 clusters Score -2498856 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2499006.250000 Penalty: 3343.556396
	Iteration 26Q: 3 clusters Score -2499006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2499114.750000 Penalty: 3343.556396
	Iteration 27Q: 3 clusters Score -2499115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2499193.750000 Penalty: 3343.556396
	Iteration 28Q: 3 clusters Score -2499194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2499274.250000 Penalty: 3343.556396
	Iteration 29Q: 3 clusters Score -2499274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2499344.000000 Penalty: 3343.556396
	Iteration 30Q: 3 clusters Score -2499344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2499394.250000 Penalty: 3343.556396
	Iteration 31Q: 3 clusters Score -2499394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2499439.000000 Penalty: 3343.556396
	Iteration 32Q: 3 clusters Score -2499439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2499486.250000 Penalty: 3343.556396
	Iteration 33Q: 3 clusters Score -2499486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2499524.500000 Penalty: 3343.556396
	Iteration 34Q: 3 clusters Score -2499524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2499549.250000 Penalty: 3343.556396
	Iteration 35Q: 3 clusters Score -2499549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2499579.750000 Penalty: 3343.556396
	Iteration 36Q: 3 clusters Score -2499580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2499594.000000 Penalty: 3343.556396
	Iteration 37Q: 3 clusters Score -2499594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2499608.250000 Penalty: 3343.556396
	Iteration 38Q: 3 clusters Score -2499608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2499619.250000 Penalty: 3343.556396
	Iteration 39Q: 3 clusters Score -2499619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2499625.000000 Penalty: 3343.556396
	Iteration 40F: 3 clusters Score -2499625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2499627.500000 Penalty: 3343.556396
	Iteration 41Q: 3 clusters Score -2499628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2499630.750000 Penalty: 3343.556396
	Iteration 42Q: 3 clusters Score -2499631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2499633.000000 Penalty: 3343.556396
	Iteration 43Q: 3 clusters Score -2499633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2499634.750000 Penalty: 3343.556396
	Iteration 44Q: 3 clusters Score -2499635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2499636.750000 Penalty: 3343.556396
	Iteration 45Q: 3 clusters Score -2499637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2499638.750000 Penalty: 3343.556396
	Iteration 46Q: 3 clusters Score -2499639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2499636.500000 Penalty: 3343.556396
	Iteration 47Q: 3 clusters Score -2499636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2499635.500000 Penalty: 3343.556396
	Iteration 48Q: 3 clusters Score -2499636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2499641.500000 Penalty: 3343.556396
	Iteration 49Q: 3 clusters Score -2499642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2499643.000000 Penalty: 3343.556396
	Iteration 50Q: 3 clusters Score -2499643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2499642.500000 Penalty: 3343.556396
	Iteration 51Q: 3 clusters Score -2499642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2499640.750000 Penalty: 3343.556396
	Iteration 52Q: 3 clusters Score -2499641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2499641.750000 Penalty: 3343.556396
	Iteration 53Q: 3 clusters Score -2499642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2499641.750000 Penalty: 3343.556396
	Iteration 54F: 3 clusters Score -2499642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (67413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Entering Unmasked Estep 
Score: -5778122.000000 Penalty: 1806.771362
	Iteration 0F: 2 clusters Score -5778122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5733137.000000 Penalty: 3613.542725
	Iteration 0F: 3 clusters Score -5733137 nChanged 31827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5751248.500000 Penalty: 3613.542725
	Iteration 1F: 3 clusters Score -5751248 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5751832.000000 Penalty: 3613.542725
	Iteration 2Q: 3 clusters Score -5751832 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5752496.000000 Penalty: 3613.542725
	Iteration 3Q: 3 clusters Score -5752496 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -5753352.000000 Penalty: 3613.542725
	Iteration 4Q: 3 clusters Score -5753352 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -5754615.500000 Penalty: 3613.542725
	Iteration 5Q: 3 clusters Score -5754616 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5756552.500000 Penalty: 3613.542725
	Iteration 6F: 3 clusters Score -5756552 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5759481.000000 Penalty: 3613.542725
	Iteration 7F: 3 clusters Score -5759481 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -5763688.000000 Penalty: 3613.542725
	Iteration 8F: 3 clusters Score -5763688 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5768530.000000 Penalty: 3613.542725
	Iteration 9F: 3 clusters Score -5768530 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5772838.500000 Penalty: 3613.542725
	Iteration 10F: 3 clusters Score -5772838 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5775185.500000 Penalty: 3613.542725
	Iteration 11Q: 3 clusters Score -5775186 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5776100.500000 Penalty: 3613.542725
	Iteration 12Q: 3 clusters Score -5776100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5776421.500000 Penalty: 3613.542725
	Iteration 13Q: 3 clusters Score -5776422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5776540.500000 Penalty: 3613.542725
	Iteration 14Q: 3 clusters Score -5776540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5776586.000000 Penalty: 3613.542725
	Iteration 15Q: 3 clusters Score -5776586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5776627.500000 Penalty: 3613.542725
	Iteration 16Q: 3 clusters Score -5776628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5776664.500000 Penalty: 3613.542725
	Iteration 17Q: 3 clusters Score -5776664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5776678.000000 Penalty: 3613.542725
	Iteration 18Q: 3 clusters Score -5776678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5776693.000000 Penalty: 3613.542725
	Iteration 19Q: 3 clusters Score -5776693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5776706.500000 Penalty: 3613.542725
	Iteration 20F: 3 clusters Score -5776706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5776712.500000 Penalty: 3613.542725
	Iteration 21Q: 3 clusters Score -5776712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5776721.500000 Penalty: 3613.542725
	Iteration 22Q: 3 clusters Score -5776722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5776729.500000 Penalty: 3613.542725
	Iteration 23Q: 3 clusters Score -5776730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5776731.500000 Penalty: 3613.542725
	Iteration 24Q: 3 clusters Score -5776732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5776733.000000 Penalty: 3613.542725
	Iteration 25Q: 3 clusters Score -5776733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5776740.500000 Penalty: 3613.542725
	Iteration 26Q: 3 clusters Score -5776740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5776744.500000 Penalty: 3613.542725
	Iteration 27Q: 3 clusters Score -5776744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5776743.000000 Penalty: 3613.542725
	Iteration 28Q: 3 clusters Score -5776743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5776746.500000 Penalty: 3613.542725
	Iteration 29Q: 3 clusters Score -5776746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5776748.500000 Penalty: 3613.542725
	Iteration 30Q: 3 clusters Score -5776748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5776748.500000 Penalty: 3613.542725
	Iteration 31F: 3 clusters Score -5776748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -331869.000000 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -331869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -328540.906250 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -328540.9 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -329461.781250 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -329461.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -329744.062500 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -329744.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -330040.125000 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -330040.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -330338.500000 Penalty: 2696.539551
	Iteration 4F: 3 clusters Score -330338.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -330568.375000 Penalty: 2696.539551
	Iteration 5F: 3 clusters Score -330568.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -330721.218750 Penalty: 2696.539551
	Iteration 6F: 3 clusters Score -330721.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -330802.343750 Penalty: 2696.539551
	Iteration 7Q: 3 clusters Score -330802.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -330849.906250 Penalty: 2696.539551
	Iteration 8Q: 3 clusters Score -330849.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -330880.093750 Penalty: 2696.539551
	Iteration 9Q: 3 clusters Score -330880.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -330894.656250 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -330894.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -330901.500000 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -330901.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -330908.406250 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -330908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -330912.250000 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -330912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -330916.656250 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -330916.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -330918.468750 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -330918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -330919.968750 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -330920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -330921.500000 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -330921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -330923.531250 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -330923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -330924.843750 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -330924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -330925.031250 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -330925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -330925.218750 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -330925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -330925.218750 Penalty: 2696.539551
	Iteration 22F: 3 clusters Score -330925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -336268.500000 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -336268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -332954.093750 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -332954.1 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -333838.593750 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -333838.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -334007.218750 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -334007.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -334100.062500 Penalty: 2696.296631
	Iteration 3Q: 3 clusters Score -334100.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -334176.031250 Penalty: 2696.296631
	Iteration 4Q: 3 clusters Score -334176 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -334236.281250 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -334236.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -334285.593750 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -334285.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334332.937500 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -334332.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -334382.437500 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -334382.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -334432.750000 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -334432.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -334482.125000 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -334482.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -334535.843750 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -334535.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -334603.875000 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -334603.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -334677.468750 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -334677.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -334744.375000 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -334744.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -334799.562500 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -334799.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -334837.156250 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -334837.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -334872.093750 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -334872.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -334898.187500 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -334898.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -334919.843750 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -334919.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -334931.531250 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -334931.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -334940.343750 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -334940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -334950.437500 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -334950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -334959.593750 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -334959.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -334966.937500 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -334966.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -334973.093750 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -334973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -334976.781250 Penalty: 2696.296631
	Iteration 26Q: 3 clusters Score -334976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -334979.843750 Penalty: 2696.296631
	Iteration 27Q: 3 clusters Score -334979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -334981.750000 Penalty: 2696.296631
	Iteration 28Q: 3 clusters Score -334981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -334984.406250 Penalty: 2696.296631
	Iteration 29Q: 3 clusters Score -334984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -334985.125000 Penalty: 2696.296631
	Iteration 30Q: 3 clusters Score -334985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -334987.406250 Penalty: 2696.296631
	Iteration 31Q: 3 clusters Score -334987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -334987.906250 Penalty: 2696.296631
	Iteration 32Q: 3 clusters Score -334987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -334989.343750 Penalty: 2696.296631
	Iteration 33Q: 3 clusters Score -334989.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -334990.406250 Penalty: 2696.296631
	Iteration 34Q: 3 clusters Score -334990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -334990.406250 Penalty: 2696.296631
	Iteration 35Q: 3 clusters Score -334990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -334990.406250 Penalty: 2696.296631
	Iteration 36F: 3 clusters Score -334990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1836744.125000 Penalty: 1621.416138
	Iteration 0F: 2 clusters Score -1836744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1821933.375000 Penalty: 3242.832275
	Iteration 0F: 3 clusters Score -1821933 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1827346.000000 Penalty: 3242.832275
	Iteration 1F: 3 clusters Score -1827346 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1827870.125000 Penalty: 3242.832275
	Iteration 2F: 3 clusters Score -1827870 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1828518.250000 Penalty: 3242.832275
	Iteration 3F: 3 clusters Score -1828518 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1829300.000000 Penalty: 3242.832275
	Iteration 4F: 3 clusters Score -1829300 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1830126.875000 Penalty: 3242.832275
	Iteration 5F: 3 clusters Score -1830127 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1830934.500000 Penalty: 3242.832275
	Iteration 6F: 3 clusters Score -1830934 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1831643.375000 Penalty: 3242.832275
	Iteration 7F: 3 clusters Score -1831643 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1832246.500000 Penalty: 3242.832275
	Iteration 8Q: 3 clusters Score -1832246 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1832727.125000 Penalty: 3242.832275
	Iteration 9Q: 3 clusters Score -1832727 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1833182.000000 Penalty: 3242.832275
	Iteration 10Q: 3 clusters Score -1833182 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1833623.875000 Penalty: 3242.832275
	Iteration 11Q: 3 clusters Score -1833624 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1834038.250000 Penalty: 3242.832275
	Iteration 12Q: 3 clusters Score -1834038 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1834373.375000 Penalty: 3242.832275
	Iteration 13Q: 3 clusters Score -1834373 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1834687.125000 Penalty: 3242.832275
	Iteration 14Q: 3 clusters Score -1834687 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -1834891.750000 Penalty: 3242.832275
	Iteration 15Q: 3 clusters Score -1834892 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1835037.875000 Penalty: 3242.832275
	Iteration 16Q: 3 clusters Score -1835038 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1835170.625000 Penalty: 3242.832275
	Iteration 17Q: 3 clusters Score -1835171 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1835311.625000 Penalty: 3242.832275
	Iteration 18Q: 3 clusters Score -1835312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1835433.250000 Penalty: 3242.832275
	Iteration 19Q: 3 clusters Score -1835433 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -1835519.000000 Penalty: 3242.832275
	Iteration 20F: 3 clusters Score -1835519 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1835581.625000 Penalty: 3242.832275
	Iteration 21Q: 3 clusters Score -1835582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1835651.750000 Penalty: 3242.832275
	Iteration 22Q: 3 clusters Score -1835652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1835697.000000 Penalty: 3242.832275
	Iteration 23Q: 3 clusters Score -1835697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1835745.500000 Penalty: 3242.832275
	Iteration 24Q: 3 clusters Score -1835746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1835785.625000 Penalty: 3242.832275
	Iteration 25Q: 3 clusters Score -1835786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1835821.000000 Penalty: 3242.832275
	Iteration 26Q: 3 clusters Score -1835821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -1835845.125000 Penalty: 3242.832275
	Iteration 27Q: 3 clusters Score -1835845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -1835860.500000 Penalty: 3242.832275
	Iteration 28Q: 3 clusters Score -1835860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1835878.750000 Penalty: 3242.832275
	Iteration 29Q: 3 clusters Score -1835879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1835895.875000 Penalty: 3242.832275
	Iteration 30Q: 3 clusters Score -1835896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1835908.250000 Penalty: 3242.832275
	Iteration 31Q: 3 clusters Score -1835908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1835919.750000 Penalty: 3242.832275
	Iteration 32Q: 3 clusters Score -1835920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1835930.000000 Penalty: 3242.832275
	Iteration 33Q: 3 clusters Score -1835930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1835931.875000 Penalty: 3242.832275
	Iteration 34Q: 3 clusters Score -1835932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1835938.875000 Penalty: 3242.832275
	Iteration 35Q: 3 clusters Score -1835939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1835941.625000 Penalty: 3242.832275
	Iteration 36Q: 3 clusters Score -1835942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1835945.000000 Penalty: 3242.832275
	Iteration 37Q: 3 clusters Score -1835945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1835952.000000 Penalty: 3242.832275
	Iteration 38Q: 3 clusters Score -1835952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1835951.875000 Penalty: 3242.832275
	Iteration 39Q: 3 clusters Score -1835952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1835953.250000 Penalty: 3242.832275
	Iteration 40F: 3 clusters Score -1835953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1835954.500000 Penalty: 3242.832275
	Iteration 41Q: 3 clusters Score -1835954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1835958.500000 Penalty: 3242.832275
	Iteration 42Q: 3 clusters Score -1835958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1835958.750000 Penalty: 3242.832275
	Iteration 43Q: 3 clusters Score -1835959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1835959.500000 Penalty: 3242.832275
	Iteration 44Q: 3 clusters Score -1835960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1835959.250000 Penalty: 3242.832275
	Iteration 45Q: 3 clusters Score -1835959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1835959.250000 Penalty: 3242.832275
	Iteration 46F: 3 clusters Score -1835959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -300547.656250 Penalty: 1356.252197
	Iteration 0F: 2 clusters Score -300547.7 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 2095 members 
Entering Unmasked Estep 
Score: -297139.468750 Penalty: 2712.504395
	Iteration 0F: 3 clusters Score -297139.5 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -298473.125000 Penalty: 2712.504395
	Iteration 1F: 3 clusters Score -298473.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -298927.656250 Penalty: 2712.504395
	Iteration 2F: 3 clusters Score -298927.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -299265.906250 Penalty: 2712.504395
	Iteration 3F: 3 clusters Score -299265.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -299524.625000 Penalty: 2712.504395
	Iteration 4F: 3 clusters Score -299524.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -299716.187500 Penalty: 2712.504395
	Iteration 5Q: 3 clusters Score -299716.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -299852.218750 Penalty: 2712.504395
	Iteration 6Q: 3 clusters Score -299852.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -299929.187500 Penalty: 2712.504395
	Iteration 7Q: 3 clusters Score -299929.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -299965.437500 Penalty: 2712.504395
	Iteration 8Q: 3 clusters Score -299965.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -299990.875000 Penalty: 2712.504395
	Iteration 9Q: 3 clusters Score -299990.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -300014.437500 Penalty: 2712.504395
	Iteration 10Q: 3 clusters Score -300014.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -300027.375000 Penalty: 2712.504395
	Iteration 11Q: 3 clusters Score -300027.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -300035.625000 Penalty: 2712.504395
	Iteration 12Q: 3 clusters Score -300035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -300041.531250 Penalty: 2712.504395
	Iteration 13Q: 3 clusters Score -300041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -300044.218750 Penalty: 2712.504395
	Iteration 14Q: 3 clusters Score -300044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -300045.406250 Penalty: 2712.504395
	Iteration 15Q: 3 clusters Score -300045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -300046.562500 Penalty: 2712.504395
	Iteration 16Q: 3 clusters Score -300046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -300046.250000 Penalty: 2712.504395
	Iteration 17Q: 3 clusters Score -300046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -300046.250000 Penalty: 2712.504395
	Iteration 18F: 3 clusters Score -300046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -162795.671875 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -162795.7 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 1070 members 
Entering Unmasked Estep 
Score: -160740.781250 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -160740.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -161199.296875 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -161199.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -161332.343750 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -161332.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -161443.781250 Penalty: 2473.687988
	Iteration 3F: 3 clusters Score -161443.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -161561.781250 Penalty: 2473.687988
	Iteration 4F: 3 clusters Score -161561.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -161692.234375 Penalty: 2473.687988
	Iteration 5F: 3 clusters Score -161692.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -161824.546875 Penalty: 2473.687988
	Iteration 6F: 3 clusters Score -161824.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -161911.781250 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -161911.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -161986.500000 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -161986.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -162040.343750 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -162040.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -162062.062500 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -162062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -162079.984375 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -162080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -162088.000000 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -162088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -162092.125000 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -162092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -162094.890625 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -162094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -162097.484375 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -162097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -162099.968750 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -162100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -162102.328125 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -162102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -162103.171875 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -162103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -162104.406250 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -162104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -162104.984375 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -162105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -162106.031250 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -162106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -162106.515625 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -162106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -162106.515625 Penalty: 2473.687988
	Iteration 23F: 3 clusters Score -162106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -335309.156250 Penalty: 1348.229370
	Iteration 0F: 2 clusters Score -335309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -332012.406250 Penalty: 2696.458740
	Iteration 0F: 3 clusters Score -332012.4 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -332874.281250 Penalty: 2696.458740
	Iteration 1F: 3 clusters Score -332874.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -333047.656250 Penalty: 2696.458740
	Iteration 2F: 3 clusters Score -333047.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -333130.562500 Penalty: 2696.458740
	Iteration 3Q: 3 clusters Score -333130.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -333185.812500 Penalty: 2696.458740
	Iteration 4Q: 3 clusters Score -333185.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -333241.187500 Penalty: 2696.458740
	Iteration 5Q: 3 clusters Score -333241.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -333291.593750 Penalty: 2696.458740
	Iteration 6Q: 3 clusters Score -333291.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -333324.781250 Penalty: 2696.458740
	Iteration 7Q: 3 clusters Score -333324.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -333355.812500 Penalty: 2696.458740
	Iteration 8Q: 3 clusters Score -333355.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -333386.500000 Penalty: 2696.458740
	Iteration 9Q: 3 clusters Score -333386.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -333408.281250 Penalty: 2696.458740
	Iteration 10Q: 3 clusters Score -333408.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -333430.906250 Penalty: 2696.458740
	Iteration 11Q: 3 clusters Score -333430.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -333457.656250 Penalty: 2696.458740
	Iteration 12Q: 3 clusters Score -333457.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -333477.875000 Penalty: 2696.458740
	Iteration 13Q: 3 clusters Score -333477.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -333496.843750 Penalty: 2696.458740
	Iteration 14Q: 3 clusters Score -333496.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -333535.593750 Penalty: 2696.458740
	Iteration 15Q: 3 clusters Score -333535.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -333604.156250 Penalty: 2696.458740
	Iteration 16Q: 3 clusters Score -333604.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -333685.875000 Penalty: 2696.458740
	Iteration 17Q: 3 clusters Score -333685.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -333754.687500 Penalty: 2696.458740
	Iteration 18Q: 3 clusters Score -333754.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -333808.687500 Penalty: 2696.458740
	Iteration 19Q: 3 clusters Score -333808.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -333853.281250 Penalty: 2696.458740
	Iteration 20F: 3 clusters Score -333853.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -333878.406250 Penalty: 2696.458740
	Iteration 21Q: 3 clusters Score -333878.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -333903.156250 Penalty: 2696.458740
	Iteration 22Q: 3 clusters Score -333903.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -333924.531250 Penalty: 2696.458740
	Iteration 23Q: 3 clusters Score -333924.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -333942.281250 Penalty: 2696.458740
	Iteration 24Q: 3 clusters Score -333942.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -333960.437500 Penalty: 2696.458740
	Iteration 25Q: 3 clusters Score -333960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -333973.125000 Penalty: 2696.458740
	Iteration 26Q: 3 clusters Score -333973.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -333981.218750 Penalty: 2696.458740
	Iteration 27Q: 3 clusters Score -333981.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -333989.750000 Penalty: 2696.458740
	Iteration 28Q: 3 clusters Score -333989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -333998.937500 Penalty: 2696.458740
	Iteration 29Q: 3 clusters Score -333998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -334006.375000 Penalty: 2696.458740
	Iteration 30Q: 3 clusters Score -334006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -334015.125000 Penalty: 2696.458740
	Iteration 31Q: 3 clusters Score -334015.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -334021.218750 Penalty: 2696.458740
	Iteration 32Q: 3 clusters Score -334021.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -334028.312500 Penalty: 2696.458740
	Iteration 33Q: 3 clusters Score -334028.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -334032.156250 Penalty: 2696.458740
	Iteration 34Q: 3 clusters Score -334032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -334037.062500 Penalty: 2696.458740
	Iteration 35Q: 3 clusters Score -334037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -334042.062500 Penalty: 2696.458740
	Iteration 36Q: 3 clusters Score -334042.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -334043.375000 Penalty: 2696.458740
	Iteration 37Q: 3 clusters Score -334043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -334045.156250 Penalty: 2696.458740
	Iteration 38Q: 3 clusters Score -334045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -334047.031250 Penalty: 2696.458740
	Iteration 39Q: 3 clusters Score -334047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -334048.812500 Penalty: 2696.458740
	Iteration 40F: 3 clusters Score -334048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -334050.000000 Penalty: 2696.458740
	Iteration 41Q: 3 clusters Score -334050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -334052.093750 Penalty: 2696.458740
	Iteration 42Q: 3 clusters Score -334052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -334054.125000 Penalty: 2696.458740
	Iteration 43Q: 3 clusters Score -334054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -334054.937500 Penalty: 2696.458740
	Iteration 44Q: 3 clusters Score -334054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -334055.687500 Penalty: 2696.458740
	Iteration 45Q: 3 clusters Score -334055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -334056.281250 Penalty: 2696.458740
	Iteration 46Q: 3 clusters Score -334056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -334056.312500 Penalty: 2696.458740
	Iteration 47Q: 3 clusters Score -334056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -334056.312500 Penalty: 2696.458740
	Iteration 48F: 3 clusters Score -334056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158990 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16970 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 206314 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 67413 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4214 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421204.000000 Penalty: 67481.570312
Iteration 159Q: 32 clusters Score -5.44212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158987 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9853 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16971 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 206313 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 4536 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 67412 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4214 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421192.000000 Penalty: 67481.570312
Iteration 160F: 32 clusters Score -5.442119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 158984 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11795 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16977 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206311 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1929 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 67411 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21546 members 
Mstep: Class 29 contains 4214 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421240.000000 Penalty: 67481.570312
Iteration 161Q: 32 clusters Score -5.442124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11796 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16981 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206312 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 67410 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4213 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421224.000000 Penalty: 67481.570312
Iteration 162Q: 32 clusters Score -5.442122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11795 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 9848 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16985 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206313 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1931 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 67411 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4213 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421248.000000 Penalty: 67481.570312
Iteration 163Q: 32 clusters Score -5.442125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 158983 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16984 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206316 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29377 members 
Mstep: Class 25 contains 67411 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4213 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421276.000000 Penalty: 67481.570312
Iteration 164Q: 32 clusters Score -5.442128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5337 members 
Mstep: Class 3 contains 158985 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 9839 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16980 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206319 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29379 members 
Mstep: Class 25 contains 67415 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 4213 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421264.000000 Penalty: 67481.570312
Iteration 165Q: 32 clusters Score -5.442126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158984 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206323 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29377 members 
Mstep: Class 25 contains 67419 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21548 members 
Mstep: Class 29 contains 4211 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421268.000000 Penalty: 67481.570312
Iteration 166Q: 32 clusters Score -5.442127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 16981 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4539 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29378 members 
Mstep: Class 25 contains 67420 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21549 members 
Mstep: Class 29 contains 4211 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421280.000000 Penalty: 67481.570312
Iteration 167Q: 32 clusters Score -5.442128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158979 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 16981 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29380 members 
Mstep: Class 25 contains 67420 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421256.000000 Penalty: 67481.570312
Iteration 168Q: 32 clusters Score -5.442126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158979 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16980 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206323 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29380 members 
Mstep: Class 25 contains 67418 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421252.000000 Penalty: 67481.570312
Iteration 169Q: 32 clusters Score -5.442125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158979 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206324 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29381 members 
Mstep: Class 25 contains 67417 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421264.000000 Penalty: 67481.570312
Iteration 170Q: 32 clusters Score -5.442126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158980 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 10 contains 11858 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206323 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 67414 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421240.000000 Penalty: 67481.570312
Iteration 171Q: 32 clusters Score -5.442124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158981 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206323 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 67408 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421264.000000 Penalty: 67481.570312
Iteration 172Q: 32 clusters Score -5.442126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29384 members 
Mstep: Class 25 contains 67406 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421244.000000 Penalty: 67481.570312
Iteration 173Q: 32 clusters Score -5.442124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29384 members 
Mstep: Class 25 contains 67406 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421244.000000 Penalty: 67481.570312
Iteration 174F: 32 clusters Score -5.442124e+07 nChanged 0
Entering ConstructFrom: 
Score: -54421244.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (7451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Entering Unmasked Estep 
Score: -643337.125000 Penalty: 1448.866821
	Iteration 0F: 2 clusters Score -643337.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -637828.500000 Penalty: 2897.733643
	Iteration 0F: 3 clusters Score -637828.5 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -639508.312500 Penalty: 2897.733643
	Iteration 1F: 3 clusters Score -639508.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -639719.687500 Penalty: 2897.733643
	Iteration 2F: 3 clusters Score -639719.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -639880.500000 Penalty: 2897.733643
	Iteration 3F: 3 clusters Score -639880.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -639988.062500 Penalty: 2897.733643
	Iteration 4Q: 3 clusters Score -639988.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -640085.500000 Penalty: 2897.733643
	Iteration 5Q: 3 clusters Score -640085.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -640180.875000 Penalty: 2897.733643
	Iteration 6Q: 3 clusters Score -640180.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -640276.250000 Penalty: 2897.733643
	Iteration 7Q: 3 clusters Score -640276.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -640364.500000 Penalty: 2897.733643
	Iteration 8Q: 3 clusters Score -640364.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -640454.687500 Penalty: 2897.733643
	Iteration 9Q: 3 clusters Score -640454.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -640550.750000 Penalty: 2897.733643
	Iteration 10Q: 3 clusters Score -640550.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -640654.500000 Penalty: 2897.733643
	Iteration 11Q: 3 clusters Score -640654.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -640766.125000 Penalty: 2897.733643
	Iteration 12Q: 3 clusters Score -640766.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -640894.250000 Penalty: 2897.733643
	Iteration 13Q: 3 clusters Score -640894.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -641021.250000 Penalty: 2897.733643
	Iteration 14Q: 3 clusters Score -641021.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -641122.437500 Penalty: 2897.733643
	Iteration 15Q: 3 clusters Score -641122.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -641203.250000 Penalty: 2897.733643
	Iteration 16Q: 3 clusters Score -641203.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -641269.562500 Penalty: 2897.733643
	Iteration 17Q: 3 clusters Score -641269.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -641315.312500 Penalty: 2897.733643
	Iteration 18Q: 3 clusters Score -641315.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -641359.500000 Penalty: 2897.733643
	Iteration 19Q: 3 clusters Score -641359.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -641408.625000 Penalty: 2897.733643
	Iteration 20F: 3 clusters Score -641408.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -641454.875000 Penalty: 2897.733643
	Iteration 21Q: 3 clusters Score -641454.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -641491.062500 Penalty: 2897.733643
	Iteration 22Q: 3 clusters Score -641491.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -641529.812500 Penalty: 2897.733643
	Iteration 23Q: 3 clusters Score -641529.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -641556.125000 Penalty: 2897.733643
	Iteration 24Q: 3 clusters Score -641556.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -641576.375000 Penalty: 2897.733643
	Iteration 25Q: 3 clusters Score -641576.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -641592.000000 Penalty: 2897.733643
	Iteration 26Q: 3 clusters Score -641592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -641611.937500 Penalty: 2897.733643
	Iteration 27Q: 3 clusters Score -641611.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -641623.937500 Penalty: 2897.733643
	Iteration 28Q: 3 clusters Score -641623.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -641637.625000 Penalty: 2897.733643
	Iteration 29Q: 3 clusters Score -641637.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -641645.312500 Penalty: 2897.733643
	Iteration 30Q: 3 clusters Score -641645.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -641656.437500 Penalty: 2897.733643
	Iteration 31Q: 3 clusters Score -641656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -641666.625000 Penalty: 2897.733643
	Iteration 32Q: 3 clusters Score -641666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -641674.062500 Penalty: 2897.733643
	Iteration 33Q: 3 clusters Score -641674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -641674.312500 Penalty: 2897.733643
	Iteration 34Q: 3 clusters Score -641674.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -641678.312500 Penalty: 2897.733643
	Iteration 35Q: 3 clusters Score -641678.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -641682.375000 Penalty: 2897.733643
	Iteration 36Q: 3 clusters Score -641682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -641684.187500 Penalty: 2897.733643
	Iteration 37Q: 3 clusters Score -641684.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -641690.375000 Penalty: 2897.733643
	Iteration 38Q: 3 clusters Score -641690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -641694.000000 Penalty: 2897.733643
	Iteration 39Q: 3 clusters Score -641694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -641698.250000 Penalty: 2897.733643
	Iteration 40F: 3 clusters Score -641698.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -641700.500000 Penalty: 2897.733643
	Iteration 41Q: 3 clusters Score -641700.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -641707.500000 Penalty: 2897.733643
	Iteration 42Q: 3 clusters Score -641707.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -641714.375000 Penalty: 2897.733643
	Iteration 43Q: 3 clusters Score -641714.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -641726.062500 Penalty: 2897.733643
	Iteration 44Q: 3 clusters Score -641726.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -641735.875000 Penalty: 2897.733643
	Iteration 45Q: 3 clusters Score -641735.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -641741.125000 Penalty: 2897.733643
	Iteration 46Q: 3 clusters Score -641741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -641747.937500 Penalty: 2897.733643
	Iteration 47Q: 3 clusters Score -641747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -641753.000000 Penalty: 2897.733643
	Iteration 48Q: 3 clusters Score -641753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -641757.750000 Penalty: 2897.733643
	Iteration 49Q: 3 clusters Score -641757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -641760.437500 Penalty: 2897.733643
	Iteration 50Q: 3 clusters Score -641760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -641763.000000 Penalty: 2897.733643
	Iteration 51Q: 3 clusters Score -641763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -641768.062500 Penalty: 2897.733643
	Iteration 52Q: 3 clusters Score -641768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -641775.437500 Penalty: 2897.733643
	Iteration 53Q: 3 clusters Score -641775.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -641779.375000 Penalty: 2897.733643
	Iteration 54Q: 3 clusters Score -641779.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -641783.250000 Penalty: 2897.733643
	Iteration 55Q: 3 clusters Score -641783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -641783.937500 Penalty: 2897.733643
	Iteration 56Q: 3 clusters Score -641783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -641784.937500 Penalty: 2897.733643
	Iteration 57Q: 3 clusters Score -641784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -641788.062500 Penalty: 2897.733643
	Iteration 58Q: 3 clusters Score -641788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -641790.500000 Penalty: 2897.733643
	Iteration 59Q: 3 clusters Score -641790.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -641794.687500 Penalty: 2897.733643
	Iteration 60F: 3 clusters Score -641794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -641798.437500 Penalty: 2897.733643
	Iteration 61Q: 3 clusters Score -641798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -641803.375000 Penalty: 2897.733643
	Iteration 62Q: 3 clusters Score -641803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -641806.375000 Penalty: 2897.733643
	Iteration 63Q: 3 clusters Score -641806.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -641812.562500 Penalty: 2897.733643
	Iteration 64Q: 3 clusters Score -641812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -641815.500000 Penalty: 2897.733643
	Iteration 65Q: 3 clusters Score -641815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -641818.562500 Penalty: 2897.733643
	Iteration 66Q: 3 clusters Score -641818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -641824.687500 Penalty: 2897.733643
	Iteration 67Q: 3 clusters Score -641824.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -641829.187500 Penalty: 2897.733643
	Iteration 68Q: 3 clusters Score -641829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -641836.187500 Penalty: 2897.733643
	Iteration 69Q: 3 clusters Score -641836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -641840.750000 Penalty: 2897.733643
	Iteration 70Q: 3 clusters Score -641840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -641843.125000 Penalty: 2897.733643
	Iteration 71Q: 3 clusters Score -641843.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -641848.812500 Penalty: 2897.733643
	Iteration 72Q: 3 clusters Score -641848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -641851.000000 Penalty: 2897.733643
	Iteration 73Q: 3 clusters Score -641851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -641855.687500 Penalty: 2897.733643
	Iteration 74Q: 3 clusters Score -641855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -641860.687500 Penalty: 2897.733643
	Iteration 75Q: 3 clusters Score -641860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -641864.687500 Penalty: 2897.733643
	Iteration 76Q: 3 clusters Score -641864.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -641867.875000 Penalty: 2897.733643
	Iteration 77Q: 3 clusters Score -641867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -641868.000000 Penalty: 2897.733643
	Iteration 78Q: 3 clusters Score -641868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -641871.312500 Penalty: 2897.733643
	Iteration 79Q: 3 clusters Score -641871.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -641877.750000 Penalty: 2897.733643
	Iteration 80F: 3 clusters Score -641877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -641882.937500 Penalty: 2897.733643
	Iteration 81Q: 3 clusters Score -641882.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -641890.687500 Penalty: 2897.733643
	Iteration 82Q: 3 clusters Score -641890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -641892.187500 Penalty: 2897.733643
	Iteration 83Q: 3 clusters Score -641892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -641897.687500 Penalty: 2897.733643
	Iteration 84Q: 3 clusters Score -641897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -641904.000000 Penalty: 2897.733643
	Iteration 85Q: 3 clusters Score -641904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -641911.312500 Penalty: 2897.733643
	Iteration 86Q: 3 clusters Score -641911.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -641915.312500 Penalty: 2897.733643
	Iteration 87Q: 3 clusters Score -641915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -641920.625000 Penalty: 2897.733643
	Iteration 88Q: 3 clusters Score -641920.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -641926.375000 Penalty: 2897.733643
	Iteration 89Q: 3 clusters Score -641926.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -641936.125000 Penalty: 2897.733643
	Iteration 90Q: 3 clusters Score -641936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -641939.437500 Penalty: 2897.733643
	Iteration 91Q: 3 clusters Score -641939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -641943.312500 Penalty: 2897.733643
	Iteration 92Q: 3 clusters Score -641943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -641943.500000 Penalty: 2897.733643
	Iteration 93Q: 3 clusters Score -641943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -641944.625000 Penalty: 2897.733643
	Iteration 94Q: 3 clusters Score -641944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -641945.625000 Penalty: 2897.733643
	Iteration 95Q: 3 clusters Score -641945.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -641946.375000 Penalty: 2897.733643
	Iteration 96Q: 3 clusters Score -641946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -641948.062500 Penalty: 2897.733643
	Iteration 97Q: 3 clusters Score -641948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -641947.562500 Penalty: 2897.733643
	Iteration 98Q: 3 clusters Score -641947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -641947.562500 Penalty: 2897.733643
	Iteration 99Q: 3 clusters Score -641947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -641947.562500 Penalty: 2897.733643
	Iteration 100F: 3 clusters Score -641947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -426532.625000 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -426532.6 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 2662 members 
Entering Unmasked Estep 
Score: -422336.156250 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -422336.2 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -423501.812500 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -423501.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -423709.750000 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -423709.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -423872.125000 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -423872.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -424005.000000 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -424005 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -424110.906250 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -424110.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -424195.781250 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -424195.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -424268.812500 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -424268.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -424329.968750 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -424330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -424370.562500 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -424370.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -424407.156250 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -424407.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -424442.343750 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -424442.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -424476.156250 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -424476.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424514.843750 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -424514.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424548.250000 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -424548.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -424584.406250 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -424584.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -424616.250000 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -424616.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -424652.812500 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -424652.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -424682.281250 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -424682.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -424704.156250 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -424704.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -424731.031250 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -424731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424763.406250 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -424763.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -424793.812500 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -424793.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -424836.062500 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -424836.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -424875.468750 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -424875.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -424915.250000 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -424915.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -424947.093750 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -424947.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -424974.187500 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -424974.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -425000.281250 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -425000.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -425027.218750 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -425027.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -425067.843750 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -425067.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -425107.687500 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -425107.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -425144.343750 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -425144.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -425186.500000 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -425186.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -425222.562500 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -425222.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -425258.312500 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -425258.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -425282.437500 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -425282.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -425305.437500 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -425305.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -425328.656250 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -425328.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -425354.000000 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -425354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -425385.156250 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -425385.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -425424.375000 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -425424.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -425462.625000 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -425462.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -425507.406250 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -425507.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -425548.062500 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -425548.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -425571.375000 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -425571.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -425592.156250 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -425592.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -425606.343750 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -425606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -425618.562500 Penalty: 2789.347168
	Iteration 48Q: 3 clusters Score -425618.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -425625.656250 Penalty: 2789.347168
	Iteration 49Q: 3 clusters Score -425625.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -425630.375000 Penalty: 2789.347168
	Iteration 50Q: 3 clusters Score -425630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -425635.687500 Penalty: 2789.347168
	Iteration 51Q: 3 clusters Score -425635.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -425643.250000 Penalty: 2789.347168
	Iteration 52Q: 3 clusters Score -425643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -425652.406250 Penalty: 2789.347168
	Iteration 53Q: 3 clusters Score -425652.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -425660.531250 Penalty: 2789.347168
	Iteration 54Q: 3 clusters Score -425660.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -425664.781250 Penalty: 2789.347168
	Iteration 55Q: 3 clusters Score -425664.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -425668.812500 Penalty: 2789.347168
	Iteration 56Q: 3 clusters Score -425668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -425674.531250 Penalty: 2789.347168
	Iteration 57Q: 3 clusters Score -425674.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -425683.781250 Penalty: 2789.347168
	Iteration 58Q: 3 clusters Score -425683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -425690.593750 Penalty: 2789.347168
	Iteration 59Q: 3 clusters Score -425690.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -425696.812500 Penalty: 2789.347168
	Iteration 60F: 3 clusters Score -425696.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -425705.062500 Penalty: 2789.347168
	Iteration 61Q: 3 clusters Score -425705.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -425713.000000 Penalty: 2789.347168
	Iteration 62Q: 3 clusters Score -425713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -425715.812500 Penalty: 2789.347168
	Iteration 63Q: 3 clusters Score -425715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -425717.031250 Penalty: 2789.347168
	Iteration 64Q: 3 clusters Score -425717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425717.406250 Penalty: 2789.347168
	Iteration 65Q: 3 clusters Score -425717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -425719.093750 Penalty: 2789.347168
	Iteration 66Q: 3 clusters Score -425719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425718.468750 Penalty: 2789.347168
	Iteration 67Q: 3 clusters Score -425718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -425718.906250 Penalty: 2789.347168
	Iteration 68Q: 3 clusters Score -425718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -425720.093750 Penalty: 2789.347168
	Iteration 69Q: 3 clusters Score -425720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -425720.656250 Penalty: 2789.347168
	Iteration 70Q: 3 clusters Score -425720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -425719.781250 Penalty: 2789.347168
	Iteration 71Q: 3 clusters Score -425719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -425720.718750 Penalty: 2789.347168
	Iteration 72Q: 3 clusters Score -425720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -425720.718750 Penalty: 2789.347168
	Iteration 73F: 3 clusters Score -425720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Entering Unmasked Estep 
Score: -13739135.000000 Penalty: 1946.188721
	Iteration 0F: 2 clusters Score -1.373914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -13632579.000000 Penalty: 3892.377441
	Iteration 0F: 3 clusters Score -1.363258e+07 nChanged 76600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -13678312.000000 Penalty: 3892.377441
	Iteration 1F: 3 clusters Score -1.367831e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -13679636.000000 Penalty: 3892.377441
	Iteration 2Q: 3 clusters Score -1.367964e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -13681585.000000 Penalty: 3892.377441
	Iteration 3Q: 3 clusters Score -1.368158e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -13684445.000000 Penalty: 3892.377441
	Iteration 4Q: 3 clusters Score -1.368444e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -13689437.000000 Penalty: 3892.377441
	Iteration 5F: 3 clusters Score -1.368944e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -13697178.000000 Penalty: 3892.377441
	Iteration 6F: 3 clusters Score -1.369718e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124234 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -13707443.000000 Penalty: 3892.377441
	Iteration 7F: 3 clusters Score -1.370744e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -13718320.000000 Penalty: 3892.377441
	Iteration 8F: 3 clusters Score -1.371832e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -13726923.000000 Penalty: 3892.377441
	Iteration 9F: 3 clusters Score -1.372692e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152291 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -13732470.000000 Penalty: 3892.377441
	Iteration 10Q: 3 clusters Score -1.373247e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13735245.000000 Penalty: 3892.377441
	Iteration 11Q: 3 clusters Score -1.373524e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157220 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13736477.000000 Penalty: 3892.377441
	Iteration 12Q: 3 clusters Score -1.373648e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13737125.000000 Penalty: 3892.377441
	Iteration 13Q: 3 clusters Score -1.373712e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158138 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13737442.000000 Penalty: 3892.377441
	Iteration 14Q: 3 clusters Score -1.373744e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13737588.000000 Penalty: 3892.377441
	Iteration 15Q: 3 clusters Score -1.373759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13737682.000000 Penalty: 3892.377441
	Iteration 16Q: 3 clusters Score -1.373768e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158277 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13737751.000000 Penalty: 3892.377441
	Iteration 17Q: 3 clusters Score -1.373775e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158289 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13737811.000000 Penalty: 3892.377441
	Iteration 18Q: 3 clusters Score -1.373781e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13737821.000000 Penalty: 3892.377441
	Iteration 19Q: 3 clusters Score -1.373782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158293 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13737828.000000 Penalty: 3892.377441
	Iteration 20F: 3 clusters Score -1.373783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158294 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13737852.000000 Penalty: 3892.377441
	Iteration 21Q: 3 clusters Score -1.373785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13737863.000000 Penalty: 3892.377441
	Iteration 22Q: 3 clusters Score -1.373786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13737876.000000 Penalty: 3892.377441
	Iteration 23Q: 3 clusters Score -1.373788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13737890.000000 Penalty: 3892.377441
	Iteration 24Q: 3 clusters Score -1.373789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13737892.000000 Penalty: 3892.377441
	Iteration 25Q: 3 clusters Score -1.373789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158275 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13737885.000000 Penalty: 3892.377441
	Iteration 26Q: 3 clusters Score -1.373788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13737916.000000 Penalty: 3892.377441
	Iteration 27Q: 3 clusters Score -1.373792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13737918.000000 Penalty: 3892.377441
	Iteration 28Q: 3 clusters Score -1.373792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13737908.000000 Penalty: 3892.377441
	Iteration 29Q: 3 clusters Score -1.373791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158256 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13737921.000000 Penalty: 3892.377441
	Iteration 30Q: 3 clusters Score -1.373792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13737919.000000 Penalty: 3892.377441
	Iteration 31Q: 3 clusters Score -1.373792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13737925.000000 Penalty: 3892.377441
	Iteration 32Q: 3 clusters Score -1.373792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13737923.000000 Penalty: 3892.377441
	Iteration 33Q: 3 clusters Score -1.373792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13737935.000000 Penalty: 3892.377441
	Iteration 34Q: 3 clusters Score -1.373794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13737940.000000 Penalty: 3892.377441
	Iteration 35Q: 3 clusters Score -1.373794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13737933.000000 Penalty: 3892.377441
	Iteration 36Q: 3 clusters Score -1.373793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13737949.000000 Penalty: 3892.377441
	Iteration 37Q: 3 clusters Score -1.373795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13737950.000000 Penalty: 3892.377441
	Iteration 38Q: 3 clusters Score -1.373795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13737953.000000 Penalty: 3892.377441
	Iteration 39Q: 3 clusters Score -1.373795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13737969.000000 Penalty: 3892.377441
	Iteration 40F: 3 clusters Score -1.373797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13737974.000000 Penalty: 3892.377441
	Iteration 41Q: 3 clusters Score -1.373797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -13737964.000000 Penalty: 3892.377441
	Iteration 42Q: 3 clusters Score -1.373796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158231 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -13737975.000000 Penalty: 3892.377441
	Iteration 43Q: 3 clusters Score -1.373798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13737976.000000 Penalty: 3892.377441
	Iteration 44Q: 3 clusters Score -1.373798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13737981.000000 Penalty: 3892.377441
	Iteration 45Q: 3 clusters Score -1.373798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -13737982.000000 Penalty: 3892.377441
	Iteration 46Q: 3 clusters Score -1.373798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13737993.000000 Penalty: 3892.377441
	Iteration 47Q: 3 clusters Score -1.373799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13737995.000000 Penalty: 3892.377441
	Iteration 48Q: 3 clusters Score -1.3738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13738003.000000 Penalty: 3892.377441
	Iteration 49Q: 3 clusters Score -1.3738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158208 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13737992.000000 Penalty: 3892.377441
	Iteration 50Q: 3 clusters Score -1.373799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13737999.000000 Penalty: 3892.377441
	Iteration 51Q: 3 clusters Score -1.3738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13737996.000000 Penalty: 3892.377441
	Iteration 52Q: 3 clusters Score -1.3738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13737985.000000 Penalty: 3892.377441
	Iteration 53Q: 3 clusters Score -1.373798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158190 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13737984.000000 Penalty: 3892.377441
	Iteration 54Q: 3 clusters Score -1.373798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13737984.000000 Penalty: 3892.377441
	Iteration 55Q: 3 clusters Score -1.373798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13737986.000000 Penalty: 3892.377441
	Iteration 56Q: 3 clusters Score -1.373799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13737986.000000 Penalty: 3892.377441
	Iteration 57F: 3 clusters Score -1.373799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -242866.484375 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -242866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -240120.281250 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -240120.3 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -240915.125000 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -240915.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241103.312500 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -241103.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -241270.281250 Penalty: 2606.480957
	Iteration 3F: 3 clusters Score -241270.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -241420.250000 Penalty: 2606.480957
	Iteration 4F: 3 clusters Score -241420.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -241555.203125 Penalty: 2606.480957
	Iteration 5Q: 3 clusters Score -241555.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -241651.921875 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -241651.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -241750.906250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -241750.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -241844.812500 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -241844.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -241917.000000 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -241917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -241983.343750 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -241983.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -242035.703125 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -242035.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242059.593750 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -242059.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -242077.625000 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -242077.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -242095.265625 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -242095.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -242114.015625 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -242114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -242131.812500 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -242131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -242145.859375 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -242145.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -242158.984375 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -242159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242170.328125 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -242170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242183.734375 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -242183.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -242194.125000 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -242194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -242197.984375 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -242198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -242198.937500 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -242198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -242201.281250 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -242201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -242201.703125 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -242201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -242201.906250 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -242201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -242202.968750 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -242203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -242205.343750 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -242205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -242206.765625 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -242206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -242207.890625 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -242207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -242207.890625 Penalty: 2606.480957
	Iteration 31F: 3 clusters Score -242207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1003746.375000 Penalty: 1523.479980
	Iteration 0F: 2 clusters Score -1003746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -995382.500000 Penalty: 3046.959961
	Iteration 0F: 3 clusters Score -995382.5 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -998196.750000 Penalty: 3046.959961
	Iteration 1F: 3 clusters Score -998196.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -998422.500000 Penalty: 3046.959961
	Iteration 2F: 3 clusters Score -998422.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -998596.375000 Penalty: 3046.959961
	Iteration 3Q: 3 clusters Score -998596.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -998743.562500 Penalty: 3046.959961
	Iteration 4Q: 3 clusters Score -998743.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -998861.750000 Penalty: 3046.959961
	Iteration 5Q: 3 clusters Score -998861.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -998964.750000 Penalty: 3046.959961
	Iteration 6Q: 3 clusters Score -998964.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -999067.187500 Penalty: 3046.959961
	Iteration 7Q: 3 clusters Score -999067.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -999191.062500 Penalty: 3046.959961
	Iteration 8Q: 3 clusters Score -999191.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -999316.875000 Penalty: 3046.959961
	Iteration 9Q: 3 clusters Score -999316.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -999454.937500 Penalty: 3046.959961
	Iteration 10Q: 3 clusters Score -999454.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -999603.875000 Penalty: 3046.959961
	Iteration 11Q: 3 clusters Score -999603.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -999777.937500 Penalty: 3046.959961
	Iteration 12Q: 3 clusters Score -999777.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1000007.875000 Penalty: 3046.959961
	Iteration 13Q: 3 clusters Score -1000008 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1000301.562500 Penalty: 3046.959961
	Iteration 14Q: 3 clusters Score -1000302 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1000650.500000 Penalty: 3046.959961
	Iteration 15Q: 3 clusters Score -1000650 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1000932.062500 Penalty: 3046.959961
	Iteration 16Q: 3 clusters Score -1000932 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1001144.812500 Penalty: 3046.959961
	Iteration 17Q: 3 clusters Score -1001145 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1001272.937500 Penalty: 3046.959961
	Iteration 18Q: 3 clusters Score -1001273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1001390.937500 Penalty: 3046.959961
	Iteration 19Q: 3 clusters Score -1001391 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1001477.687500 Penalty: 3046.959961
	Iteration 20F: 3 clusters Score -1001478 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1001550.562500 Penalty: 3046.959961
	Iteration 21Q: 3 clusters Score -1001551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1001618.125000 Penalty: 3046.959961
	Iteration 22Q: 3 clusters Score -1001618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1001691.562500 Penalty: 3046.959961
	Iteration 23Q: 3 clusters Score -1001692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1001751.125000 Penalty: 3046.959961
	Iteration 24Q: 3 clusters Score -1001751 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1001802.875000 Penalty: 3046.959961
	Iteration 25Q: 3 clusters Score -1001803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1001844.875000 Penalty: 3046.959961
	Iteration 26Q: 3 clusters Score -1001845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1001886.562500 Penalty: 3046.959961
	Iteration 27Q: 3 clusters Score -1001887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1001934.250000 Penalty: 3046.959961
	Iteration 28Q: 3 clusters Score -1001934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1001973.562500 Penalty: 3046.959961
	Iteration 29Q: 3 clusters Score -1001974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1002010.750000 Penalty: 3046.959961
	Iteration 30Q: 3 clusters Score -1002011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1002044.125000 Penalty: 3046.959961
	Iteration 31Q: 3 clusters Score -1002044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1002073.937500 Penalty: 3046.959961
	Iteration 32Q: 3 clusters Score -1002074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1002107.000000 Penalty: 3046.959961
	Iteration 33Q: 3 clusters Score -1002107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1002147.562500 Penalty: 3046.959961
	Iteration 34Q: 3 clusters Score -1002148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1002185.875000 Penalty: 3046.959961
	Iteration 35Q: 3 clusters Score -1002186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1002219.500000 Penalty: 3046.959961
	Iteration 36Q: 3 clusters Score -1002220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1002254.312500 Penalty: 3046.959961
	Iteration 37Q: 3 clusters Score -1002254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1002283.500000 Penalty: 3046.959961
	Iteration 38Q: 3 clusters Score -1002284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1002307.437500 Penalty: 3046.959961
	Iteration 39Q: 3 clusters Score -1002307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1002324.000000 Penalty: 3046.959961
	Iteration 40F: 3 clusters Score -1002324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1002339.000000 Penalty: 3046.959961
	Iteration 41Q: 3 clusters Score -1002339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1002345.062500 Penalty: 3046.959961
	Iteration 42Q: 3 clusters Score -1002345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1002352.062500 Penalty: 3046.959961
	Iteration 43Q: 3 clusters Score -1002352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1002357.062500 Penalty: 3046.959961
	Iteration 44Q: 3 clusters Score -1002357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1002359.812500 Penalty: 3046.959961
	Iteration 45Q: 3 clusters Score -1002360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1002362.500000 Penalty: 3046.959961
	Iteration 46Q: 3 clusters Score -1002362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1002366.375000 Penalty: 3046.959961
	Iteration 47Q: 3 clusters Score -1002366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1002370.625000 Penalty: 3046.959961
	Iteration 48Q: 3 clusters Score -1002371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1002373.125000 Penalty: 3046.959961
	Iteration 49Q: 3 clusters Score -1002373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1002374.875000 Penalty: 3046.959961
	Iteration 50Q: 3 clusters Score -1002375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1002378.375000 Penalty: 3046.959961
	Iteration 51Q: 3 clusters Score -1002378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1002381.375000 Penalty: 3046.959961
	Iteration 52Q: 3 clusters Score -1002381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1002386.000000 Penalty: 3046.959961
	Iteration 53Q: 3 clusters Score -1002386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1002386.625000 Penalty: 3046.959961
	Iteration 54Q: 3 clusters Score -1002387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1002387.375000 Penalty: 3046.959961
	Iteration 55Q: 3 clusters Score -1002387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1002392.500000 Penalty: 3046.959961
	Iteration 56Q: 3 clusters Score -1002392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1002401.250000 Penalty: 3046.959961
	Iteration 57Q: 3 clusters Score -1002401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1002409.062500 Penalty: 3046.959961
	Iteration 58Q: 3 clusters Score -1002409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1002418.437500 Penalty: 3046.959961
	Iteration 59Q: 3 clusters Score -1002418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1002435.000000 Penalty: 3046.959961
	Iteration 60F: 3 clusters Score -1002435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1002443.812500 Penalty: 3046.959961
	Iteration 61Q: 3 clusters Score -1002444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1002454.937500 Penalty: 3046.959961
	Iteration 62Q: 3 clusters Score -1002455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1002459.875000 Penalty: 3046.959961
	Iteration 63Q: 3 clusters Score -1002460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1002466.062500 Penalty: 3046.959961
	Iteration 64Q: 3 clusters Score -1002466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1002468.750000 Penalty: 3046.959961
	Iteration 65Q: 3 clusters Score -1002469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1002475.375000 Penalty: 3046.959961
	Iteration 66Q: 3 clusters Score -1002475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1002475.937500 Penalty: 3046.959961
	Iteration 67Q: 3 clusters Score -1002476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1002484.937500 Penalty: 3046.959961
	Iteration 68Q: 3 clusters Score -1002485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1002491.562500 Penalty: 3046.959961
	Iteration 69Q: 3 clusters Score -1002492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1002496.250000 Penalty: 3046.959961
	Iteration 70Q: 3 clusters Score -1002496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1002506.187500 Penalty: 3046.959961
	Iteration 71Q: 3 clusters Score -1002506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1002514.812500 Penalty: 3046.959961
	Iteration 72Q: 3 clusters Score -1002515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1002523.875000 Penalty: 3046.959961
	Iteration 73Q: 3 clusters Score -1002524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1002530.625000 Penalty: 3046.959961
	Iteration 74Q: 3 clusters Score -1002531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1002535.687500 Penalty: 3046.959961
	Iteration 75Q: 3 clusters Score -1002536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1002536.875000 Penalty: 3046.959961
	Iteration 76Q: 3 clusters Score -1002537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1002540.687500 Penalty: 3046.959961
	Iteration 77Q: 3 clusters Score -1002541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1002544.125000 Penalty: 3046.959961
	Iteration 78Q: 3 clusters Score -1002544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1002545.125000 Penalty: 3046.959961
	Iteration 79Q: 3 clusters Score -1002545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1002549.312500 Penalty: 3046.959961
	Iteration 80F: 3 clusters Score -1002549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1002549.562500 Penalty: 3046.959961
	Iteration 81Q: 3 clusters Score -1002550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1002550.750000 Penalty: 3046.959961
	Iteration 82Q: 3 clusters Score -1002551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1002554.500000 Penalty: 3046.959961
	Iteration 83Q: 3 clusters Score -1002554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1002556.062500 Penalty: 3046.959961
	Iteration 84Q: 3 clusters Score -1002556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1002556.000000 Penalty: 3046.959961
	Iteration 85Q: 3 clusters Score -1002556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1002556.000000 Penalty: 3046.959961
	Iteration 86F: 3 clusters Score -1002556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Entering Unmasked Estep 
Score: -525749.625000 Penalty: 1418.500732
	Iteration 0F: 2 clusters Score -525749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -521043.718750 Penalty: 2837.001465
	Iteration 0F: 3 clusters Score -521043.7 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -522392.750000 Penalty: 2837.001465
	Iteration 1F: 3 clusters Score -522392.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -522556.312500 Penalty: 2837.001465
	Iteration 2F: 3 clusters Score -522556.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -522665.250000 Penalty: 2837.001465
	Iteration 3Q: 3 clusters Score -522665.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -522770.843750 Penalty: 2837.001465
	Iteration 4Q: 3 clusters Score -522770.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -522888.593750 Penalty: 2837.001465
	Iteration 5Q: 3 clusters Score -522888.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -523017.500000 Penalty: 2837.001465
	Iteration 6Q: 3 clusters Score -523017.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -523127.781250 Penalty: 2837.001465
	Iteration 7Q: 3 clusters Score -523127.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -523243.031250 Penalty: 2837.001465
	Iteration 8Q: 3 clusters Score -523243 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -523385.156250 Penalty: 2837.001465
	Iteration 9Q: 3 clusters Score -523385.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -523519.875000 Penalty: 2837.001465
	Iteration 10Q: 3 clusters Score -523519.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -523607.875000 Penalty: 2837.001465
	Iteration 11Q: 3 clusters Score -523607.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -523690.531250 Penalty: 2837.001465
	Iteration 12Q: 3 clusters Score -523690.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -523768.937500 Penalty: 2837.001465
	Iteration 13Q: 3 clusters Score -523768.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -523831.000000 Penalty: 2837.001465
	Iteration 14Q: 3 clusters Score -523831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -523888.625000 Penalty: 2837.001465
	Iteration 15Q: 3 clusters Score -523888.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -523936.218750 Penalty: 2837.001465
	Iteration 16Q: 3 clusters Score -523936.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -523970.718750 Penalty: 2837.001465
	Iteration 17Q: 3 clusters Score -523970.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -523999.718750 Penalty: 2837.001465
	Iteration 18Q: 3 clusters Score -523999.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -524023.062500 Penalty: 2837.001465
	Iteration 19Q: 3 clusters Score -524023.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -524044.093750 Penalty: 2837.001465
	Iteration 20F: 3 clusters Score -524044.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -524066.812500 Penalty: 2837.001465
	Iteration 21Q: 3 clusters Score -524066.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -524094.000000 Penalty: 2837.001465
	Iteration 22Q: 3 clusters Score -524094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -524115.843750 Penalty: 2837.001465
	Iteration 23Q: 3 clusters Score -524115.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -524135.093750 Penalty: 2837.001465
	Iteration 24Q: 3 clusters Score -524135.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -524158.375000 Penalty: 2837.001465
	Iteration 25Q: 3 clusters Score -524158.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -524175.125000 Penalty: 2837.001465
	Iteration 26Q: 3 clusters Score -524175.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -524194.468750 Penalty: 2837.001465
	Iteration 27Q: 3 clusters Score -524194.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -524206.500000 Penalty: 2837.001465
	Iteration 28Q: 3 clusters Score -524206.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -524217.812500 Penalty: 2837.001465
	Iteration 29Q: 3 clusters Score -524217.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -524229.875000 Penalty: 2837.001465
	Iteration 30Q: 3 clusters Score -524229.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -524242.593750 Penalty: 2837.001465
	Iteration 31Q: 3 clusters Score -524242.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -524256.687500 Penalty: 2837.001465
	Iteration 32Q: 3 clusters Score -524256.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -524267.843750 Penalty: 2837.001465
	Iteration 33Q: 3 clusters Score -524267.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -524275.906250 Penalty: 2837.001465
	Iteration 34Q: 3 clusters Score -524275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -524284.718750 Penalty: 2837.001465
	Iteration 35Q: 3 clusters Score -524284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -524292.812500 Penalty: 2837.001465
	Iteration 36Q: 3 clusters Score -524292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -524302.500000 Penalty: 2837.001465
	Iteration 37Q: 3 clusters Score -524302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -524310.562500 Penalty: 2837.001465
	Iteration 38Q: 3 clusters Score -524310.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -524316.687500 Penalty: 2837.001465
	Iteration 39Q: 3 clusters Score -524316.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -524328.000000 Penalty: 2837.001465
	Iteration 40F: 3 clusters Score -524328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -524340.687500 Penalty: 2837.001465
	Iteration 41Q: 3 clusters Score -524340.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -524352.312500 Penalty: 2837.001465
	Iteration 42Q: 3 clusters Score -524352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -524362.687500 Penalty: 2837.001465
	Iteration 43Q: 3 clusters Score -524362.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -524371.875000 Penalty: 2837.001465
	Iteration 44Q: 3 clusters Score -524371.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -524382.187500 Penalty: 2837.001465
	Iteration 45Q: 3 clusters Score -524382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -524387.250000 Penalty: 2837.001465
	Iteration 46Q: 3 clusters Score -524387.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -524393.187500 Penalty: 2837.001465
	Iteration 47Q: 3 clusters Score -524393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -524399.937500 Penalty: 2837.001465
	Iteration 48Q: 3 clusters Score -524399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -524412.125000 Penalty: 2837.001465
	Iteration 49Q: 3 clusters Score -524412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -524422.562500 Penalty: 2837.001465
	Iteration 50Q: 3 clusters Score -524422.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -524434.437500 Penalty: 2837.001465
	Iteration 51Q: 3 clusters Score -524434.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -524444.375000 Penalty: 2837.001465
	Iteration 52Q: 3 clusters Score -524444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -524450.375000 Penalty: 2837.001465
	Iteration 53Q: 3 clusters Score -524450.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -524459.687500 Penalty: 2837.001465
	Iteration 54Q: 3 clusters Score -524459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -524465.812500 Penalty: 2837.001465
	Iteration 55Q: 3 clusters Score -524465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -524474.250000 Penalty: 2837.001465
	Iteration 56Q: 3 clusters Score -524474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -524487.937500 Penalty: 2837.001465
	Iteration 57Q: 3 clusters Score -524487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -524495.125000 Penalty: 2837.001465
	Iteration 58Q: 3 clusters Score -524495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -524498.250000 Penalty: 2837.001465
	Iteration 59Q: 3 clusters Score -524498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -524504.312500 Penalty: 2837.001465
	Iteration 60F: 3 clusters Score -524504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -524512.937500 Penalty: 2837.001465
	Iteration 61Q: 3 clusters Score -524512.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -524519.250000 Penalty: 2837.001465
	Iteration 62Q: 3 clusters Score -524519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -524524.062500 Penalty: 2837.001465
	Iteration 63Q: 3 clusters Score -524524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -524530.937500 Penalty: 2837.001465
	Iteration 64Q: 3 clusters Score -524530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -524535.125000 Penalty: 2837.001465
	Iteration 65Q: 3 clusters Score -524535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -524538.750000 Penalty: 2837.001465
	Iteration 66Q: 3 clusters Score -524538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -524541.375000 Penalty: 2837.001465
	Iteration 67Q: 3 clusters Score -524541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -524546.562500 Penalty: 2837.001465
	Iteration 68Q: 3 clusters Score -524546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -524547.687500 Penalty: 2837.001465
	Iteration 69Q: 3 clusters Score -524547.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -524553.062500 Penalty: 2837.001465
	Iteration 70Q: 3 clusters Score -524553.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -524553.875000 Penalty: 2837.001465
	Iteration 71Q: 3 clusters Score -524553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -524555.250000 Penalty: 2837.001465
	Iteration 72Q: 3 clusters Score -524555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -524557.937500 Penalty: 2837.001465
	Iteration 73Q: 3 clusters Score -524557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -524558.562500 Penalty: 2837.001465
	Iteration 74Q: 3 clusters Score -524558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -524561.250000 Penalty: 2837.001465
	Iteration 75Q: 3 clusters Score -524561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -524562.312500 Penalty: 2837.001465
	Iteration 76Q: 3 clusters Score -524562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -524564.437500 Penalty: 2837.001465
	Iteration 77Q: 3 clusters Score -524564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -524567.000000 Penalty: 2837.001465
	Iteration 78Q: 3 clusters Score -524567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -524567.437500 Penalty: 2837.001465
	Iteration 79Q: 3 clusters Score -524567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -524567.937500 Penalty: 2837.001465
	Iteration 80F: 3 clusters Score -524567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -790750.500000 Penalty: 1494.026245
	Iteration 0F: 2 clusters Score -790750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -783671.875000 Penalty: 2988.052490
	Iteration 0F: 3 clusters Score -783671.9 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -786097.750000 Penalty: 2988.052490
	Iteration 1F: 3 clusters Score -786097.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -786470.187500 Penalty: 2988.052490
	Iteration 2F: 3 clusters Score -786470.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -786786.687500 Penalty: 2988.052490
	Iteration 3F: 3 clusters Score -786786.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -787081.312500 Penalty: 2988.052490
	Iteration 4F: 3 clusters Score -787081.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -787382.500000 Penalty: 2988.052490
	Iteration 5F: 3 clusters Score -787382.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -787677.687500 Penalty: 2988.052490
	Iteration 6Q: 3 clusters Score -787677.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -787998.625000 Penalty: 2988.052490
	Iteration 7Q: 3 clusters Score -787998.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -788321.937500 Penalty: 2988.052490
	Iteration 8Q: 3 clusters Score -788321.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -788637.625000 Penalty: 2988.052490
	Iteration 9Q: 3 clusters Score -788637.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -788852.000000 Penalty: 2988.052490
	Iteration 10Q: 3 clusters Score -788852 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -789026.312500 Penalty: 2988.052490
	Iteration 11Q: 3 clusters Score -789026.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -789221.625000 Penalty: 2988.052490
	Iteration 12Q: 3 clusters Score -789221.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -789396.500000 Penalty: 2988.052490
	Iteration 13Q: 3 clusters Score -789396.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -789566.250000 Penalty: 2988.052490
	Iteration 14Q: 3 clusters Score -789566.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -789676.937500 Penalty: 2988.052490
	Iteration 15Q: 3 clusters Score -789676.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -789758.625000 Penalty: 2988.052490
	Iteration 16Q: 3 clusters Score -789758.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -789813.250000 Penalty: 2988.052490
	Iteration 17Q: 3 clusters Score -789813.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -789842.187500 Penalty: 2988.052490
	Iteration 18Q: 3 clusters Score -789842.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -789859.687500 Penalty: 2988.052490
	Iteration 19Q: 3 clusters Score -789859.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -789871.125000 Penalty: 2988.052490
	Iteration 20F: 3 clusters Score -789871.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -789883.500000 Penalty: 2988.052490
	Iteration 21Q: 3 clusters Score -789883.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -789891.437500 Penalty: 2988.052490
	Iteration 22Q: 3 clusters Score -789891.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -789897.312500 Penalty: 2988.052490
	Iteration 23Q: 3 clusters Score -789897.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -789904.312500 Penalty: 2988.052490
	Iteration 24Q: 3 clusters Score -789904.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -789907.375000 Penalty: 2988.052490
	Iteration 25Q: 3 clusters Score -789907.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -789912.812500 Penalty: 2988.052490
	Iteration 26Q: 3 clusters Score -789912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -789916.312500 Penalty: 2988.052490
	Iteration 27Q: 3 clusters Score -789916.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -789920.875000 Penalty: 2988.052490
	Iteration 28Q: 3 clusters Score -789920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -789924.562500 Penalty: 2988.052490
	Iteration 29Q: 3 clusters Score -789924.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -789928.437500 Penalty: 2988.052490
	Iteration 30Q: 3 clusters Score -789928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -789928.062500 Penalty: 2988.052490
	Iteration 31Q: 3 clusters Score -789928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -789930.125000 Penalty: 2988.052490
	Iteration 32Q: 3 clusters Score -789930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -789934.062500 Penalty: 2988.052490
	Iteration 33Q: 3 clusters Score -789934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -789931.625000 Penalty: 2988.052490
	Iteration 34Q: 3 clusters Score -789931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -789931.937500 Penalty: 2988.052490
	Iteration 35Q: 3 clusters Score -789931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -789931.875000 Penalty: 2988.052490
	Iteration 36Q: 3 clusters Score -789931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -789932.812500 Penalty: 2988.052490
	Iteration 37Q: 3 clusters Score -789932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -789933.750000 Penalty: 2988.052490
	Iteration 38Q: 3 clusters Score -789933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -789934.312500 Penalty: 2988.052490
	Iteration 39Q: 3 clusters Score -789934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -789937.000000 Penalty: 2988.052490
	Iteration 40F: 3 clusters Score -789937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -789937.312500 Penalty: 2988.052490
	Iteration 41Q: 3 clusters Score -789937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -789937.125000 Penalty: 2988.052490
	Iteration 42Q: 3 clusters Score -789937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -789938.812500 Penalty: 2988.052490
	Iteration 43Q: 3 clusters Score -789938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -789939.750000 Penalty: 2988.052490
	Iteration 44Q: 3 clusters Score -789939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -789942.000000 Penalty: 2988.052490
	Iteration 45Q: 3 clusters Score -789942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -789941.812500 Penalty: 2988.052490
	Iteration 46Q: 3 clusters Score -789941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -789943.625000 Penalty: 2988.052490
	Iteration 47Q: 3 clusters Score -789943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -789945.312500 Penalty: 2988.052490
	Iteration 48Q: 3 clusters Score -789945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -789942.937500 Penalty: 2988.052490
	Iteration 49Q: 3 clusters Score -789942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -789943.937500 Penalty: 2988.052490
	Iteration 50Q: 3 clusters Score -789943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -789944.625000 Penalty: 2988.052490
	Iteration 51Q: 3 clusters Score -789944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -789944.437500 Penalty: 2988.052490
	Iteration 52Q: 3 clusters Score -789944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -789943.812500 Penalty: 2988.052490
	Iteration 53Q: 3 clusters Score -789943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -789946.187500 Penalty: 2988.052490
	Iteration 54Q: 3 clusters Score -789946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -789944.812500 Penalty: 2988.052490
	Iteration 55Q: 3 clusters Score -789944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -789944.812500 Penalty: 2988.052490
	Iteration 56F: 3 clusters Score -789944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -659874.062500 Penalty: 1460.683228
	Iteration 0F: 2 clusters Score -659874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -654044.875000 Penalty: 2921.366455
	Iteration 0F: 3 clusters Score -654044.9 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -655856.000000 Penalty: 2921.366455
	Iteration 1F: 3 clusters Score -655856 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -656051.687500 Penalty: 2921.366455
	Iteration 2F: 3 clusters Score -656051.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -656198.625000 Penalty: 2921.366455
	Iteration 3Q: 3 clusters Score -656198.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -656341.562500 Penalty: 2921.366455
	Iteration 4Q: 3 clusters Score -656341.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -656541.750000 Penalty: 2921.366455
	Iteration 5Q: 3 clusters Score -656541.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -656773.187500 Penalty: 2921.366455
	Iteration 6Q: 3 clusters Score -656773.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -657032.437500 Penalty: 2921.366455
	Iteration 7Q: 3 clusters Score -657032.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -657292.562500 Penalty: 2921.366455
	Iteration 8Q: 3 clusters Score -657292.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -657566.500000 Penalty: 2921.366455
	Iteration 9Q: 3 clusters Score -657566.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -657827.375000 Penalty: 2921.366455
	Iteration 10Q: 3 clusters Score -657827.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -658077.312500 Penalty: 2921.366455
	Iteration 11Q: 3 clusters Score -658077.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -658269.312500 Penalty: 2921.366455
	Iteration 12Q: 3 clusters Score -658269.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -658400.125000 Penalty: 2921.366455
	Iteration 13Q: 3 clusters Score -658400.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -658504.500000 Penalty: 2921.366455
	Iteration 14Q: 3 clusters Score -658504.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -658571.250000 Penalty: 2921.366455
	Iteration 15Q: 3 clusters Score -658571.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -658596.750000 Penalty: 2921.366455
	Iteration 16Q: 3 clusters Score -658596.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -658616.187500 Penalty: 2921.366455
	Iteration 17Q: 3 clusters Score -658616.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -658628.687500 Penalty: 2921.366455
	Iteration 18Q: 3 clusters Score -658628.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -658642.875000 Penalty: 2921.366455
	Iteration 19Q: 3 clusters Score -658642.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -658657.625000 Penalty: 2921.366455
	Iteration 20F: 3 clusters Score -658657.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -658667.750000 Penalty: 2921.366455
	Iteration 21Q: 3 clusters Score -658667.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -658681.312500 Penalty: 2921.366455
	Iteration 22Q: 3 clusters Score -658681.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -658694.062500 Penalty: 2921.366455
	Iteration 23Q: 3 clusters Score -658694.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -658708.250000 Penalty: 2921.366455
	Iteration 24Q: 3 clusters Score -658708.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -658718.750000 Penalty: 2921.366455
	Iteration 25Q: 3 clusters Score -658718.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -658730.812500 Penalty: 2921.366455
	Iteration 26Q: 3 clusters Score -658730.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -658743.250000 Penalty: 2921.366455
	Iteration 27Q: 3 clusters Score -658743.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -658757.437500 Penalty: 2921.366455
	Iteration 28Q: 3 clusters Score -658757.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -658770.437500 Penalty: 2921.366455
	Iteration 29Q: 3 clusters Score -658770.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -658790.250000 Penalty: 2921.366455
	Iteration 30Q: 3 clusters Score -658790.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -658823.000000 Penalty: 2921.366455
	Iteration 31Q: 3 clusters Score -658823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -658853.000000 Penalty: 2921.366455
	Iteration 32Q: 3 clusters Score -658853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -658885.937500 Penalty: 2921.366455
	Iteration 33Q: 3 clusters Score -658885.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -658916.687500 Penalty: 2921.366455
	Iteration 34Q: 3 clusters Score -658916.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -658955.687500 Penalty: 2921.366455
	Iteration 35Q: 3 clusters Score -658955.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -659002.312500 Penalty: 2921.366455
	Iteration 36Q: 3 clusters Score -659002.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -659053.750000 Penalty: 2921.366455
	Iteration 37Q: 3 clusters Score -659053.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -659114.187500 Penalty: 2921.366455
	Iteration 38Q: 3 clusters Score -659114.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -659174.687500 Penalty: 2921.366455
	Iteration 39Q: 3 clusters Score -659174.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -659231.500000 Penalty: 2921.366455
	Iteration 40F: 3 clusters Score -659231.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -659290.062500 Penalty: 2921.366455
	Iteration 41Q: 3 clusters Score -659290.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -659336.250000 Penalty: 2921.366455
	Iteration 42Q: 3 clusters Score -659336.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -659363.312500 Penalty: 2921.366455
	Iteration 43Q: 3 clusters Score -659363.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -659379.875000 Penalty: 2921.366455
	Iteration 44Q: 3 clusters Score -659379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -659390.250000 Penalty: 2921.366455
	Iteration 45Q: 3 clusters Score -659390.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -659396.625000 Penalty: 2921.366455
	Iteration 46Q: 3 clusters Score -659396.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -659403.375000 Penalty: 2921.366455
	Iteration 47Q: 3 clusters Score -659403.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -659407.375000 Penalty: 2921.366455
	Iteration 48Q: 3 clusters Score -659407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -659411.187500 Penalty: 2921.366455
	Iteration 49Q: 3 clusters Score -659411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -659414.625000 Penalty: 2921.366455
	Iteration 50Q: 3 clusters Score -659414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -659418.500000 Penalty: 2921.366455
	Iteration 51Q: 3 clusters Score -659418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -659418.312500 Penalty: 2921.366455
	Iteration 52Q: 3 clusters Score -659418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -659419.312500 Penalty: 2921.366455
	Iteration 53Q: 3 clusters Score -659419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -659420.687500 Penalty: 2921.366455
	Iteration 54Q: 3 clusters Score -659420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -659422.625000 Penalty: 2921.366455
	Iteration 55Q: 3 clusters Score -659422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -659422.625000 Penalty: 2921.366455
	Iteration 56Q: 3 clusters Score -659422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -659423.562500 Penalty: 2921.366455
	Iteration 57Q: 3 clusters Score -659423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -659423.187500 Penalty: 2921.366455
	Iteration 58Q: 3 clusters Score -659423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -659422.500000 Penalty: 2921.366455
	Iteration 59Q: 3 clusters Score -659422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -659422.500000 Penalty: 2921.366455
	Iteration 60F: 3 clusters Score -659422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Entering Unmasked Estep 
Score: -1353776.375000 Penalty: 1582.706543
	Iteration 0F: 2 clusters Score -1353776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1342082.750000 Penalty: 3165.413086
	Iteration 0F: 3 clusters Score -1342083 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1346314.000000 Penalty: 3165.413086
	Iteration 1F: 3 clusters Score -1346314 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1346764.000000 Penalty: 3165.413086
	Iteration 2F: 3 clusters Score -1346764 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1347228.625000 Penalty: 3165.413086
	Iteration 3F: 3 clusters Score -1347229 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1347730.000000 Penalty: 3165.413086
	Iteration 4F: 3 clusters Score -1347730 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1348270.500000 Penalty: 3165.413086
	Iteration 5F: 3 clusters Score -1348270 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1348804.500000 Penalty: 3165.413086
	Iteration 6F: 3 clusters Score -1348804 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1349291.375000 Penalty: 3165.413086
	Iteration 7F: 3 clusters Score -1349291 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1349696.125000 Penalty: 3165.413086
	Iteration 8Q: 3 clusters Score -1349696 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1349994.375000 Penalty: 3165.413086
	Iteration 9Q: 3 clusters Score -1349994 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1350160.875000 Penalty: 3165.413086
	Iteration 10Q: 3 clusters Score -1350161 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1350260.375000 Penalty: 3165.413086
	Iteration 11Q: 3 clusters Score -1350260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1350320.625000 Penalty: 3165.413086
	Iteration 12Q: 3 clusters Score -1350321 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1350379.250000 Penalty: 3165.413086
	Iteration 13Q: 3 clusters Score -1350379 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1350434.875000 Penalty: 3165.413086
	Iteration 14Q: 3 clusters Score -1350435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1350475.500000 Penalty: 3165.413086
	Iteration 15Q: 3 clusters Score -1350476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1350511.250000 Penalty: 3165.413086
	Iteration 16Q: 3 clusters Score -1350511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1350548.375000 Penalty: 3165.413086
	Iteration 17Q: 3 clusters Score -1350548 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1350588.125000 Penalty: 3165.413086
	Iteration 18Q: 3 clusters Score -1350588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1350613.750000 Penalty: 3165.413086
	Iteration 19Q: 3 clusters Score -1350614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1350643.750000 Penalty: 3165.413086
	Iteration 20F: 3 clusters Score -1350644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1350666.750000 Penalty: 3165.413086
	Iteration 21Q: 3 clusters Score -1350667 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1350695.000000 Penalty: 3165.413086
	Iteration 22Q: 3 clusters Score -1350695 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1350717.750000 Penalty: 3165.413086
	Iteration 23Q: 3 clusters Score -1350718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1350738.500000 Penalty: 3165.413086
	Iteration 24Q: 3 clusters Score -1350738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1350766.250000 Penalty: 3165.413086
	Iteration 25Q: 3 clusters Score -1350766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1350803.000000 Penalty: 3165.413086
	Iteration 26Q: 3 clusters Score -1350803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1350826.875000 Penalty: 3165.413086
	Iteration 27Q: 3 clusters Score -1350827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1350854.125000 Penalty: 3165.413086
	Iteration 28Q: 3 clusters Score -1350854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1350881.000000 Penalty: 3165.413086
	Iteration 29Q: 3 clusters Score -1350881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1350905.125000 Penalty: 3165.413086
	Iteration 30Q: 3 clusters Score -1350905 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1350943.875000 Penalty: 3165.413086
	Iteration 31Q: 3 clusters Score -1350944 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1350975.375000 Penalty: 3165.413086
	Iteration 32Q: 3 clusters Score -1350975 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1351015.375000 Penalty: 3165.413086
	Iteration 33Q: 3 clusters Score -1351015 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1351060.875000 Penalty: 3165.413086
	Iteration 34Q: 3 clusters Score -1351061 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1351100.875000 Penalty: 3165.413086
	Iteration 35Q: 3 clusters Score -1351101 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1351140.500000 Penalty: 3165.413086
	Iteration 36Q: 3 clusters Score -1351140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1351187.500000 Penalty: 3165.413086
	Iteration 37Q: 3 clusters Score -1351188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1351238.125000 Penalty: 3165.413086
	Iteration 38Q: 3 clusters Score -1351238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1351281.000000 Penalty: 3165.413086
	Iteration 39Q: 3 clusters Score -1351281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1351321.000000 Penalty: 3165.413086
	Iteration 40F: 3 clusters Score -1351321 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1351373.375000 Penalty: 3165.413086
	Iteration 41Q: 3 clusters Score -1351373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1351424.250000 Penalty: 3165.413086
	Iteration 42Q: 3 clusters Score -1351424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1351485.875000 Penalty: 3165.413086
	Iteration 43Q: 3 clusters Score -1351486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1351548.250000 Penalty: 3165.413086
	Iteration 44Q: 3 clusters Score -1351548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1351597.750000 Penalty: 3165.413086
	Iteration 45Q: 3 clusters Score -1351598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1351648.125000 Penalty: 3165.413086
	Iteration 46Q: 3 clusters Score -1351648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1351689.625000 Penalty: 3165.413086
	Iteration 47Q: 3 clusters Score -1351690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1351733.750000 Penalty: 3165.413086
	Iteration 48Q: 3 clusters Score -1351734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1351772.875000 Penalty: 3165.413086
	Iteration 49Q: 3 clusters Score -1351773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1351803.000000 Penalty: 3165.413086
	Iteration 50Q: 3 clusters Score -1351803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1351833.250000 Penalty: 3165.413086
	Iteration 51Q: 3 clusters Score -1351833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1351870.500000 Penalty: 3165.413086
	Iteration 52Q: 3 clusters Score -1351870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1351905.875000 Penalty: 3165.413086
	Iteration 53Q: 3 clusters Score -1351906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1351937.375000 Penalty: 3165.413086
	Iteration 54Q: 3 clusters Score -1351937 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1351971.750000 Penalty: 3165.413086
	Iteration 55Q: 3 clusters Score -1351972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1351997.250000 Penalty: 3165.413086
	Iteration 56Q: 3 clusters Score -1351997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1352031.500000 Penalty: 3165.413086
	Iteration 57Q: 3 clusters Score -1352032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1352065.375000 Penalty: 3165.413086
	Iteration 58Q: 3 clusters Score -1352065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1352089.375000 Penalty: 3165.413086
	Iteration 59Q: 3 clusters Score -1352089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1352124.125000 Penalty: 3165.413086
	Iteration 60F: 3 clusters Score -1352124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1352152.500000 Penalty: 3165.413086
	Iteration 61Q: 3 clusters Score -1352152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1352179.250000 Penalty: 3165.413086
	Iteration 62Q: 3 clusters Score -1352179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1352211.500000 Penalty: 3165.413086
	Iteration 63Q: 3 clusters Score -1352212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1352236.250000 Penalty: 3165.413086
	Iteration 64Q: 3 clusters Score -1352236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1352261.250000 Penalty: 3165.413086
	Iteration 65Q: 3 clusters Score -1352261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1352285.250000 Penalty: 3165.413086
	Iteration 66Q: 3 clusters Score -1352285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1352300.625000 Penalty: 3165.413086
	Iteration 67Q: 3 clusters Score -1352301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1352320.375000 Penalty: 3165.413086
	Iteration 68Q: 3 clusters Score -1352320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1352336.625000 Penalty: 3165.413086
	Iteration 69Q: 3 clusters Score -1352337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1352353.625000 Penalty: 3165.413086
	Iteration 70Q: 3 clusters Score -1352354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1352369.500000 Penalty: 3165.413086
	Iteration 71Q: 3 clusters Score -1352370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1352382.000000 Penalty: 3165.413086
	Iteration 72Q: 3 clusters Score -1352382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1352397.125000 Penalty: 3165.413086
	Iteration 73Q: 3 clusters Score -1352397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1352406.250000 Penalty: 3165.413086
	Iteration 74Q: 3 clusters Score -1352406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1352418.125000 Penalty: 3165.413086
	Iteration 75Q: 3 clusters Score -1352418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1352430.750000 Penalty: 3165.413086
	Iteration 76Q: 3 clusters Score -1352431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1352441.875000 Penalty: 3165.413086
	Iteration 77Q: 3 clusters Score -1352442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1352443.500000 Penalty: 3165.413086
	Iteration 78Q: 3 clusters Score -1352444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1352449.250000 Penalty: 3165.413086
	Iteration 79Q: 3 clusters Score -1352449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1352452.750000 Penalty: 3165.413086
	Iteration 80F: 3 clusters Score -1352453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1352449.625000 Penalty: 3165.413086
	Iteration 81Q: 3 clusters Score -1352450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1352451.500000 Penalty: 3165.413086
	Iteration 82Q: 3 clusters Score -1352452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1352454.500000 Penalty: 3165.413086
	Iteration 83Q: 3 clusters Score -1352454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1352455.000000 Penalty: 3165.413086
	Iteration 84Q: 3 clusters Score -1352455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1352456.625000 Penalty: 3165.413086
	Iteration 85Q: 3 clusters Score -1352457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1352458.500000 Penalty: 3165.413086
	Iteration 86Q: 3 clusters Score -1352458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1352461.500000 Penalty: 3165.413086
	Iteration 87Q: 3 clusters Score -1352462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1352462.125000 Penalty: 3165.413086
	Iteration 88Q: 3 clusters Score -1352462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1352466.000000 Penalty: 3165.413086
	Iteration 89Q: 3 clusters Score -1352466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1352467.375000 Penalty: 3165.413086
	Iteration 90Q: 3 clusters Score -1352467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1352469.250000 Penalty: 3165.413086
	Iteration 91Q: 3 clusters Score -1352469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1352473.500000 Penalty: 3165.413086
	Iteration 92Q: 3 clusters Score -1352474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1352475.375000 Penalty: 3165.413086
	Iteration 93Q: 3 clusters Score -1352475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1352477.250000 Penalty: 3165.413086
	Iteration 94Q: 3 clusters Score -1352477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1352480.875000 Penalty: 3165.413086
	Iteration 95Q: 3 clusters Score -1352481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1352484.125000 Penalty: 3165.413086
	Iteration 96Q: 3 clusters Score -1352484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1352491.375000 Penalty: 3165.413086
	Iteration 97Q: 3 clusters Score -1352491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1352503.625000 Penalty: 3165.413086
	Iteration 98Q: 3 clusters Score -1352504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1352510.375000 Penalty: 3165.413086
	Iteration 99Q: 3 clusters Score -1352510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1352510.750000 Penalty: 3165.413086
	Iteration 100F: 3 clusters Score -1352511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1352521.000000 Penalty: 3165.413086
	Iteration 101Q: 3 clusters Score -1352521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1352524.000000 Penalty: 3165.413086
	Iteration 102Q: 3 clusters Score -1352524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1352532.500000 Penalty: 3165.413086
	Iteration 103Q: 3 clusters Score -1352532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1352534.375000 Penalty: 3165.413086
	Iteration 104Q: 3 clusters Score -1352534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1352536.750000 Penalty: 3165.413086
	Iteration 105Q: 3 clusters Score -1352537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1352543.875000 Penalty: 3165.413086
	Iteration 106Q: 3 clusters Score -1352544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1352546.500000 Penalty: 3165.413086
	Iteration 107Q: 3 clusters Score -1352546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1352548.250000 Penalty: 3165.413086
	Iteration 108Q: 3 clusters Score -1352548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1352546.000000 Penalty: 3165.413086
	Iteration 109Q: 3 clusters Score -1352546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1352546.000000 Penalty: 3165.413086
	Iteration 110F: 3 clusters Score -1352546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -994085.875000 Penalty: 1524.400635
	Iteration 0F: 2 clusters Score -994085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -985741.937500 Penalty: 3048.801270
	Iteration 0F: 3 clusters Score -985741.9 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -988596.125000 Penalty: 3048.801270
	Iteration 1F: 3 clusters Score -988596.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -988924.562500 Penalty: 3048.801270
	Iteration 2F: 3 clusters Score -988924.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -989243.000000 Penalty: 3048.801270
	Iteration 3F: 3 clusters Score -989243 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -989599.437500 Penalty: 3048.801270
	Iteration 4F: 3 clusters Score -989599.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -990004.437500 Penalty: 3048.801270
	Iteration 5F: 3 clusters Score -990004.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -990512.812500 Penalty: 3048.801270
	Iteration 6F: 3 clusters Score -990512.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -991030.437500 Penalty: 3048.801270
	Iteration 7F: 3 clusters Score -991030.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -991530.312500 Penalty: 3048.801270
	Iteration 8F: 3 clusters Score -991530.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -992060.937500 Penalty: 3048.801270
	Iteration 9F: 3 clusters Score -992060.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -992451.625000 Penalty: 3048.801270
	Iteration 10Q: 3 clusters Score -992451.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -992727.875000 Penalty: 3048.801270
	Iteration 11Q: 3 clusters Score -992727.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -992889.250000 Penalty: 3048.801270
	Iteration 12Q: 3 clusters Score -992889.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -992988.500000 Penalty: 3048.801270
	Iteration 13Q: 3 clusters Score -992988.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -993065.000000 Penalty: 3048.801270
	Iteration 14Q: 3 clusters Score -993065 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -993116.562500 Penalty: 3048.801270
	Iteration 15Q: 3 clusters Score -993116.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -993158.187500 Penalty: 3048.801270
	Iteration 16Q: 3 clusters Score -993158.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -993190.750000 Penalty: 3048.801270
	Iteration 17Q: 3 clusters Score -993190.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -993215.375000 Penalty: 3048.801270
	Iteration 18Q: 3 clusters Score -993215.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -993225.625000 Penalty: 3048.801270
	Iteration 19Q: 3 clusters Score -993225.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -993235.000000 Penalty: 3048.801270
	Iteration 20F: 3 clusters Score -993235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -993240.937500 Penalty: 3048.801270
	Iteration 21Q: 3 clusters Score -993240.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -993247.562500 Penalty: 3048.801270
	Iteration 22Q: 3 clusters Score -993247.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -993255.625000 Penalty: 3048.801270
	Iteration 23Q: 3 clusters Score -993255.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -993262.562500 Penalty: 3048.801270
	Iteration 24Q: 3 clusters Score -993262.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -993264.187500 Penalty: 3048.801270
	Iteration 25Q: 3 clusters Score -993264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -993273.562500 Penalty: 3048.801270
	Iteration 26Q: 3 clusters Score -993273.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -993273.187500 Penalty: 3048.801270
	Iteration 27Q: 3 clusters Score -993273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -993273.750000 Penalty: 3048.801270
	Iteration 28Q: 3 clusters Score -993273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -993275.437500 Penalty: 3048.801270
	Iteration 29Q: 3 clusters Score -993275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -993277.000000 Penalty: 3048.801270
	Iteration 30Q: 3 clusters Score -993277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -993278.875000 Penalty: 3048.801270
	Iteration 31Q: 3 clusters Score -993278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -993281.812500 Penalty: 3048.801270
	Iteration 32Q: 3 clusters Score -993281.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -993283.500000 Penalty: 3048.801270
	Iteration 33Q: 3 clusters Score -993283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -993286.062500 Penalty: 3048.801270
	Iteration 34Q: 3 clusters Score -993286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -993287.312500 Penalty: 3048.801270
	Iteration 35Q: 3 clusters Score -993287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -993289.250000 Penalty: 3048.801270
	Iteration 36Q: 3 clusters Score -993289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -993287.062500 Penalty: 3048.801270
	Iteration 37Q: 3 clusters Score -993287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -993290.562500 Penalty: 3048.801270
	Iteration 38Q: 3 clusters Score -993290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -993291.375000 Penalty: 3048.801270
	Iteration 39Q: 3 clusters Score -993291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -993293.500000 Penalty: 3048.801270
	Iteration 40F: 3 clusters Score -993293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -993297.312500 Penalty: 3048.801270
	Iteration 41Q: 3 clusters Score -993297.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -993299.312500 Penalty: 3048.801270
	Iteration 42Q: 3 clusters Score -993299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -993298.687500 Penalty: 3048.801270
	Iteration 43Q: 3 clusters Score -993298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -993298.875000 Penalty: 3048.801270
	Iteration 44Q: 3 clusters Score -993298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -993298.875000 Penalty: 3048.801270
	Iteration 45F: 3 clusters Score -993298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -197695.468750 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -197695.5 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 1253 members 
Entering Unmasked Estep 
Score: -195296.265625 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -195296.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196016.703125 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -196016.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -196409.937500 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -196409.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -196746.296875 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -196746.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197026.187500 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -197026.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -197223.453125 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -197223.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -197335.109375 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -197335.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -197404.968750 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -197405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -197430.875000 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -197430.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -197447.031250 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -197447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -197458.312500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -197458.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -197464.765625 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -197464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -197470.515625 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -197470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -197473.015625 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -197473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -197475.875000 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -197475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -197477.984375 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -197478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -197480.453125 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -197480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -197482.000000 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -197482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -197482.125000 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -197482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -197482.250000 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -197482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -197482.250000 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -197482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -322084.187500 Penalty: 1343.835571
	Iteration 0F: 2 clusters Score -322084.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -318796.593750 Penalty: 2687.671143
	Iteration 0F: 3 clusters Score -318796.6 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -319705.468750 Penalty: 2687.671143
	Iteration 1F: 3 clusters Score -319705.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -319929.406250 Penalty: 2687.671143
	Iteration 2F: 3 clusters Score -319929.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -320134.031250 Penalty: 2687.671143
	Iteration 3F: 3 clusters Score -320134 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -320316.187500 Penalty: 2687.671143
	Iteration 4F: 3 clusters Score -320316.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -320523.062500 Penalty: 2687.671143
	Iteration 5F: 3 clusters Score -320523.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -320774.156250 Penalty: 2687.671143
	Iteration 6F: 3 clusters Score -320774.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -321071.750000 Penalty: 2687.671143
	Iteration 7F: 3 clusters Score -321071.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -321272.656250 Penalty: 2687.671143
	Iteration 8Q: 3 clusters Score -321272.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -321435.937500 Penalty: 2687.671143
	Iteration 9Q: 3 clusters Score -321435.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -321565.531250 Penalty: 2687.671143
	Iteration 10Q: 3 clusters Score -321565.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321652.500000 Penalty: 2687.671143
	Iteration 11Q: 3 clusters Score -321652.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321738.906250 Penalty: 2687.671143
	Iteration 12Q: 3 clusters Score -321738.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -321819.406250 Penalty: 2687.671143
	Iteration 13Q: 3 clusters Score -321819.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -321893.968750 Penalty: 2687.671143
	Iteration 14Q: 3 clusters Score -321894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -321974.250000 Penalty: 2687.671143
	Iteration 15Q: 3 clusters Score -321974.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -322047.187500 Penalty: 2687.671143
	Iteration 16Q: 3 clusters Score -322047.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -322099.218750 Penalty: 2687.671143
	Iteration 17Q: 3 clusters Score -322099.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -322119.000000 Penalty: 2687.671143
	Iteration 18Q: 3 clusters Score -322119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -322129.812500 Penalty: 2687.671143
	Iteration 19Q: 3 clusters Score -322129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -322137.031250 Penalty: 2687.671143
	Iteration 20F: 3 clusters Score -322137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -322138.656250 Penalty: 2687.671143
	Iteration 21Q: 3 clusters Score -322138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -322141.468750 Penalty: 2687.671143
	Iteration 22Q: 3 clusters Score -322141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -322141.718750 Penalty: 2687.671143
	Iteration 23Q: 3 clusters Score -322141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -322142.250000 Penalty: 2687.671143
	Iteration 24Q: 3 clusters Score -322142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -322142.250000 Penalty: 2687.671143
	Iteration 25F: 3 clusters Score -322142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 29384 members 
Mstep: Class 25 contains 67406 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Mstep: Class 32 contains 1885 members 
Entering Unmasked Estep 
Score: -54420560.000000 Penalty: 69658.390625
Splitting cluster 12 changes total score from -54421244.000000 to -54420560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (206322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206322 members 
Entering Unmasked Estep 
Score: -17785032.000000 Penalty: 1988.543823
	Iteration 0F: 2 clusters Score -1.778503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -17646384.000000 Penalty: 3977.087646
	Iteration 0F: 3 clusters Score -1.764638e+07 nChanged 100060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -17707786.000000 Penalty: 3977.087646
	Iteration 1F: 3 clusters Score -1.770779e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -17711298.000000 Penalty: 3977.087646
	Iteration 2Q: 3 clusters Score -1.77113e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -17717610.000000 Penalty: 3977.087646
	Iteration 3F: 3 clusters Score -1.771761e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 138734 members 
Entering Unmasked Estep 
Score: -17727038.000000 Penalty: 3977.087646
	Iteration 4F: 3 clusters Score -1.772704e+07 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -17738902.000000 Penalty: 3977.087646
	Iteration 5F: 3 clusters Score -1.77389e+07 nChanged 15583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 167761 members 
Entering Unmasked Estep 
Score: -17750840.000000 Penalty: 3977.087646
	Iteration 6F: 3 clusters Score -1.775084e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -17761186.000000 Penalty: 3977.087646
	Iteration 7F: 3 clusters Score -1.776119e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 190445 members 
Entering Unmasked Estep 
Score: -17769654.000000 Penalty: 3977.087646
	Iteration 8Q: 3 clusters Score -1.776965e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -17776300.000000 Penalty: 3977.087646
	Iteration 9Q: 3 clusters Score -1.77763e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 202346 members 
Entering Unmasked Estep 
Score: -17780174.000000 Penalty: 3977.087646
	Iteration 10Q: 3 clusters Score -1.778017e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 204513 members 
Entering Unmasked Estep 
Score: -17781934.000000 Penalty: 3977.087646
	Iteration 11Q: 3 clusters Score -1.778193e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 205391 members 
Entering Unmasked Estep 
Score: -17782596.000000 Penalty: 3977.087646
	Iteration 12Q: 3 clusters Score -1.77826e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 205712 members 
Entering Unmasked Estep 
Score: -17782926.000000 Penalty: 3977.087646
	Iteration 13Q: 3 clusters Score -1.778293e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 205858 members 
Entering Unmasked Estep 
Score: -17783070.000000 Penalty: 3977.087646
	Iteration 14Q: 3 clusters Score -1.778307e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -17783142.000000 Penalty: 3977.087646
	Iteration 15Q: 3 clusters Score -1.778314e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -17783206.000000 Penalty: 3977.087646
	Iteration 16Q: 3 clusters Score -1.778321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 205997 members 
Entering Unmasked Estep 
Score: -17783234.000000 Penalty: 3977.087646
	Iteration 17Q: 3 clusters Score -1.778323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206017 members 
Entering Unmasked Estep 
Score: -17783238.000000 Penalty: 3977.087646
	Iteration 18Q: 3 clusters Score -1.778324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206032 members 
Entering Unmasked Estep 
Score: -17783290.000000 Penalty: 3977.087646
	Iteration 19Q: 3 clusters Score -1.778329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 206035 members 
Entering Unmasked Estep 
Score: -17783304.000000 Penalty: 3977.087646
	Iteration 20F: 3 clusters Score -1.77833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -17783310.000000 Penalty: 3977.087646
	Iteration 21Q: 3 clusters Score -1.778331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -17783322.000000 Penalty: 3977.087646
	Iteration 22Q: 3 clusters Score -1.778332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206046 members 
Entering Unmasked Estep 
Score: -17783330.000000 Penalty: 3977.087646
	Iteration 23Q: 3 clusters Score -1.778333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206048 members 
Entering Unmasked Estep 
Score: -17783330.000000 Penalty: 3977.087646
	Iteration 24Q: 3 clusters Score -1.778333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 206051 members 
Entering Unmasked Estep 
Score: -17783334.000000 Penalty: 3977.087646
	Iteration 25Q: 3 clusters Score -1.778333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 206051 members 
Entering Unmasked Estep 
Score: -17783340.000000 Penalty: 3977.087646
	Iteration 26Q: 3 clusters Score -1.778334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206050 members 
Entering Unmasked Estep 
Score: -17783326.000000 Penalty: 3977.087646
	Iteration 27Q: 3 clusters Score -1.778333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 206049 members 
Entering Unmasked Estep 
Score: -17783338.000000 Penalty: 3977.087646
	Iteration 28Q: 3 clusters Score -1.778334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206044 members 
Entering Unmasked Estep 
Score: -17783346.000000 Penalty: 3977.087646
	Iteration 29Q: 3 clusters Score -1.778335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -17783346.000000 Penalty: 3977.087646
	Iteration 30Q: 3 clusters Score -1.778335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206047 members 
Entering Unmasked Estep 
Score: -17783366.000000 Penalty: 3977.087646
	Iteration 31Q: 3 clusters Score -1.778337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206047 members 
Entering Unmasked Estep 
Score: -17783362.000000 Penalty: 3977.087646
	Iteration 32Q: 3 clusters Score -1.778336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206046 members 
Entering Unmasked Estep 
Score: -17783360.000000 Penalty: 3977.087646
	Iteration 33Q: 3 clusters Score -1.778336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -17783354.000000 Penalty: 3977.087646
	Iteration 34Q: 3 clusters Score -1.778335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -17783354.000000 Penalty: 3977.087646
	Iteration 35F: 3 clusters Score -1.778335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Entering Unmasked Estep 
Score: -1079017.750000 Penalty: 1534.866699
	Iteration 0F: 2 clusters Score -1079018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1070093.500000 Penalty: 3069.733398
	Iteration 0F: 3 clusters Score -1070094 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1073134.750000 Penalty: 3069.733398
	Iteration 1F: 3 clusters Score -1073135 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1073497.000000 Penalty: 3069.733398
	Iteration 2F: 3 clusters Score -1073497 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1073843.125000 Penalty: 3069.733398
	Iteration 3F: 3 clusters Score -1073843 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1074291.000000 Penalty: 3069.733398
	Iteration 4F: 3 clusters Score -1074291 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1074935.125000 Penalty: 3069.733398
	Iteration 5F: 3 clusters Score -1074935 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1075688.625000 Penalty: 3069.733398
	Iteration 6F: 3 clusters Score -1075689 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1076469.375000 Penalty: 3069.733398
	Iteration 7F: 3 clusters Score -1076469 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1077093.500000 Penalty: 3069.733398
	Iteration 8F: 3 clusters Score -1077094 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1077609.500000 Penalty: 3069.733398
	Iteration 9Q: 3 clusters Score -1077610 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1077926.750000 Penalty: 3069.733398
	Iteration 10Q: 3 clusters Score -1077927 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1078078.875000 Penalty: 3069.733398
	Iteration 11Q: 3 clusters Score -1078079 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1078176.750000 Penalty: 3069.733398
	Iteration 12Q: 3 clusters Score -1078177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1078229.500000 Penalty: 3069.733398
	Iteration 13Q: 3 clusters Score -1078230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1078256.500000 Penalty: 3069.733398
	Iteration 14Q: 3 clusters Score -1078256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1078276.375000 Penalty: 3069.733398
	Iteration 15Q: 3 clusters Score -1078276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1078286.625000 Penalty: 3069.733398
	Iteration 16Q: 3 clusters Score -1078287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1078293.625000 Penalty: 3069.733398
	Iteration 17Q: 3 clusters Score -1078294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1078295.250000 Penalty: 3069.733398
	Iteration 18Q: 3 clusters Score -1078295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1078299.000000 Penalty: 3069.733398
	Iteration 19Q: 3 clusters Score -1078299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1078303.750000 Penalty: 3069.733398
	Iteration 20F: 3 clusters Score -1078304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1078303.250000 Penalty: 3069.733398
	Iteration 21Q: 3 clusters Score -1078303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1078308.000000 Penalty: 3069.733398
	Iteration 22Q: 3 clusters Score -1078308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1078314.500000 Penalty: 3069.733398
	Iteration 23Q: 3 clusters Score -1078314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1078314.625000 Penalty: 3069.733398
	Iteration 24Q: 3 clusters Score -1078315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1078315.750000 Penalty: 3069.733398
	Iteration 25Q: 3 clusters Score -1078316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1078315.625000 Penalty: 3069.733398
	Iteration 26Q: 3 clusters Score -1078316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1078318.375000 Penalty: 3069.733398
	Iteration 27Q: 3 clusters Score -1078318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1078321.000000 Penalty: 3069.733398
	Iteration 28Q: 3 clusters Score -1078321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1078319.875000 Penalty: 3069.733398
	Iteration 29Q: 3 clusters Score -1078320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1078323.375000 Penalty: 3069.733398
	Iteration 30Q: 3 clusters Score -1078323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1078322.125000 Penalty: 3069.733398
	Iteration 31Q: 3 clusters Score -1078322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1078321.750000 Penalty: 3069.733398
	Iteration 32Q: 3 clusters Score -1078322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1078321.750000 Penalty: 3069.733398
	Iteration 33F: 3 clusters Score -1078322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -506111.531250 Penalty: 1412.229370
	Iteration 0F: 2 clusters Score -506111.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -501518.843750 Penalty: 2824.458740
	Iteration 0F: 3 clusters Score -501518.8 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -502880.156250 Penalty: 2824.458740
	Iteration 1F: 3 clusters Score -502880.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -503073.437500 Penalty: 2824.458740
	Iteration 2F: 3 clusters Score -503073.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -503231.093750 Penalty: 2824.458740
	Iteration 3F: 3 clusters Score -503231.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -503377.343750 Penalty: 2824.458740
	Iteration 4Q: 3 clusters Score -503377.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -503528.312500 Penalty: 2824.458740
	Iteration 5Q: 3 clusters Score -503528.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -503665.437500 Penalty: 2824.458740
	Iteration 6Q: 3 clusters Score -503665.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -503790.687500 Penalty: 2824.458740
	Iteration 7Q: 3 clusters Score -503790.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -503933.875000 Penalty: 2824.458740
	Iteration 8Q: 3 clusters Score -503933.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -504063.843750 Penalty: 2824.458740
	Iteration 9Q: 3 clusters Score -504063.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -504175.593750 Penalty: 2824.458740
	Iteration 10Q: 3 clusters Score -504175.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -504271.000000 Penalty: 2824.458740
	Iteration 11Q: 3 clusters Score -504271 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -504371.125000 Penalty: 2824.458740
	Iteration 12Q: 3 clusters Score -504371.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -504484.781250 Penalty: 2824.458740
	Iteration 13Q: 3 clusters Score -504484.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -504560.937500 Penalty: 2824.458740
	Iteration 14Q: 3 clusters Score -504560.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -504649.906250 Penalty: 2824.458740
	Iteration 15Q: 3 clusters Score -504649.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -504754.500000 Penalty: 2824.458740
	Iteration 16Q: 3 clusters Score -504754.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -504843.812500 Penalty: 2824.458740
	Iteration 17Q: 3 clusters Score -504843.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -504920.093750 Penalty: 2824.458740
	Iteration 18Q: 3 clusters Score -504920.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -504985.281250 Penalty: 2824.458740
	Iteration 19Q: 3 clusters Score -504985.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -505024.906250 Penalty: 2824.458740
	Iteration 20F: 3 clusters Score -505024.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -505058.343750 Penalty: 2824.458740
	Iteration 21Q: 3 clusters Score -505058.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -505080.156250 Penalty: 2824.458740
	Iteration 22Q: 3 clusters Score -505080.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -505097.843750 Penalty: 2824.458740
	Iteration 23Q: 3 clusters Score -505097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -505115.843750 Penalty: 2824.458740
	Iteration 24Q: 3 clusters Score -505115.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -505125.281250 Penalty: 2824.458740
	Iteration 25Q: 3 clusters Score -505125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -505135.531250 Penalty: 2824.458740
	Iteration 26Q: 3 clusters Score -505135.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -505148.906250 Penalty: 2824.458740
	Iteration 27Q: 3 clusters Score -505148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -505160.593750 Penalty: 2824.458740
	Iteration 28Q: 3 clusters Score -505160.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -505172.906250 Penalty: 2824.458740
	Iteration 29Q: 3 clusters Score -505172.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -505193.593750 Penalty: 2824.458740
	Iteration 30Q: 3 clusters Score -505193.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -505217.156250 Penalty: 2824.458740
	Iteration 31Q: 3 clusters Score -505217.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -505244.468750 Penalty: 2824.458740
	Iteration 32Q: 3 clusters Score -505244.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -505274.468750 Penalty: 2824.458740
	Iteration 33Q: 3 clusters Score -505274.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -505291.593750 Penalty: 2824.458740
	Iteration 34Q: 3 clusters Score -505291.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -505302.843750 Penalty: 2824.458740
	Iteration 35Q: 3 clusters Score -505302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -505309.406250 Penalty: 2824.458740
	Iteration 36Q: 3 clusters Score -505309.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -505316.125000 Penalty: 2824.458740
	Iteration 37Q: 3 clusters Score -505316.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -505319.718750 Penalty: 2824.458740
	Iteration 38Q: 3 clusters Score -505319.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -505323.500000 Penalty: 2824.458740
	Iteration 39Q: 3 clusters Score -505323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -505327.218750 Penalty: 2824.458740
	Iteration 40F: 3 clusters Score -505327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -505328.687500 Penalty: 2824.458740
	Iteration 41Q: 3 clusters Score -505328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -505330.687500 Penalty: 2824.458740
	Iteration 42Q: 3 clusters Score -505330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -505332.062500 Penalty: 2824.458740
	Iteration 43Q: 3 clusters Score -505332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -505332.906250 Penalty: 2824.458740
	Iteration 44Q: 3 clusters Score -505332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -505334.906250 Penalty: 2824.458740
	Iteration 45Q: 3 clusters Score -505334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -505336.437500 Penalty: 2824.458740
	Iteration 46Q: 3 clusters Score -505336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -505339.031250 Penalty: 2824.458740
	Iteration 47Q: 3 clusters Score -505339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -505339.437500 Penalty: 2824.458740
	Iteration 48Q: 3 clusters Score -505339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -505341.343750 Penalty: 2824.458740
	Iteration 49Q: 3 clusters Score -505341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -505341.562500 Penalty: 2824.458740
	Iteration 50Q: 3 clusters Score -505341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -505341.562500 Penalty: 2824.458740
	Iteration 51F: 3 clusters Score -505341.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -76916.000000 Penalty: 1108.075195
	Iteration 0F: 2 clusters Score -76916 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 443 members 
Entering Unmasked Estep 
Score: -75513.460938 Penalty: 2216.150391
	Iteration 0F: 3 clusters Score -75513.46 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75763.882812 Penalty: 2216.150391
	Iteration 1F: 3 clusters Score -75763.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75833.937500 Penalty: 2216.150391
	Iteration 2F: 3 clusters Score -75833.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75865.093750 Penalty: 2216.150391
	Iteration 3Q: 3 clusters Score -75865.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75878.093750 Penalty: 2216.150391
	Iteration 4Q: 3 clusters Score -75878.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75888.117188 Penalty: 2216.150391
	Iteration 5Q: 3 clusters Score -75888.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75891.757812 Penalty: 2216.150391
	Iteration 6Q: 3 clusters Score -75891.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75896.171875 Penalty: 2216.150391
	Iteration 7Q: 3 clusters Score -75896.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75900.531250 Penalty: 2216.150391
	Iteration 8Q: 3 clusters Score -75900.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75903.820312 Penalty: 2216.150391
	Iteration 9Q: 3 clusters Score -75903.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75904.429688 Penalty: 2216.150391
	Iteration 10Q: 3 clusters Score -75904.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75905.171875 Penalty: 2216.150391
	Iteration 11Q: 3 clusters Score -75905.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75905.171875 Penalty: 2216.150391
	Iteration 12F: 3 clusters Score -75905.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Entering Unmasked Estep 
Score: -1599161.500000 Penalty: 1600.424683
	Iteration 0F: 2 clusters Score -1599162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1586281.875000 Penalty: 3200.849365
	Iteration 0F: 3 clusters Score -1586282 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1590839.375000 Penalty: 3200.849365
	Iteration 1F: 3 clusters Score -1590839 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1591214.625000 Penalty: 3200.849365
	Iteration 2F: 3 clusters Score -1591215 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1591626.000000 Penalty: 3200.849365
	Iteration 3F: 3 clusters Score -1591626 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1592083.875000 Penalty: 3200.849365
	Iteration 4F: 3 clusters Score -1592084 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1592647.750000 Penalty: 3200.849365
	Iteration 5F: 3 clusters Score -1592648 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1593311.000000 Penalty: 3200.849365
	Iteration 6F: 3 clusters Score -1593311 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1593951.750000 Penalty: 3200.849365
	Iteration 7F: 3 clusters Score -1593952 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1594612.375000 Penalty: 3200.849365
	Iteration 8F: 3 clusters Score -1594612 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1595256.250000 Penalty: 3200.849365
	Iteration 9F: 3 clusters Score -1595256 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1595857.250000 Penalty: 3200.849365
	Iteration 10Q: 3 clusters Score -1595857 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1596458.625000 Penalty: 3200.849365
	Iteration 11Q: 3 clusters Score -1596459 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1597033.000000 Penalty: 3200.849365
	Iteration 12Q: 3 clusters Score -1597033 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1597417.375000 Penalty: 3200.849365
	Iteration 13Q: 3 clusters Score -1597417 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1597636.625000 Penalty: 3200.849365
	Iteration 14Q: 3 clusters Score -1597637 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1597750.375000 Penalty: 3200.849365
	Iteration 15Q: 3 clusters Score -1597750 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1597820.625000 Penalty: 3200.849365
	Iteration 16Q: 3 clusters Score -1597821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1597865.250000 Penalty: 3200.849365
	Iteration 17Q: 3 clusters Score -1597865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1597898.500000 Penalty: 3200.849365
	Iteration 18Q: 3 clusters Score -1597898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1597926.375000 Penalty: 3200.849365
	Iteration 19Q: 3 clusters Score -1597926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1597947.875000 Penalty: 3200.849365
	Iteration 20F: 3 clusters Score -1597948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1597954.000000 Penalty: 3200.849365
	Iteration 21Q: 3 clusters Score -1597954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1597965.875000 Penalty: 3200.849365
	Iteration 22Q: 3 clusters Score -1597966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1597975.875000 Penalty: 3200.849365
	Iteration 23Q: 3 clusters Score -1597976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1597984.375000 Penalty: 3200.849365
	Iteration 24Q: 3 clusters Score -1597984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1597992.625000 Penalty: 3200.849365
	Iteration 25Q: 3 clusters Score -1597993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1598002.625000 Penalty: 3200.849365
	Iteration 26Q: 3 clusters Score -1598003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1598012.875000 Penalty: 3200.849365
	Iteration 27Q: 3 clusters Score -1598013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1598018.875000 Penalty: 3200.849365
	Iteration 28Q: 3 clusters Score -1598019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1598028.375000 Penalty: 3200.849365
	Iteration 29Q: 3 clusters Score -1598028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1598031.375000 Penalty: 3200.849365
	Iteration 30Q: 3 clusters Score -1598031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1598035.750000 Penalty: 3200.849365
	Iteration 31Q: 3 clusters Score -1598036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1598038.875000 Penalty: 3200.849365
	Iteration 32Q: 3 clusters Score -1598039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1598038.375000 Penalty: 3200.849365
	Iteration 33Q: 3 clusters Score -1598038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1598041.875000 Penalty: 3200.849365
	Iteration 34Q: 3 clusters Score -1598042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1598043.250000 Penalty: 3200.849365
	Iteration 35Q: 3 clusters Score -1598043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1598048.375000 Penalty: 3200.849365
	Iteration 36Q: 3 clusters Score -1598048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1598046.250000 Penalty: 3200.849365
	Iteration 37Q: 3 clusters Score -1598046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1598048.125000 Penalty: 3200.849365
	Iteration 38Q: 3 clusters Score -1598048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1598048.375000 Penalty: 3200.849365
	Iteration 39Q: 3 clusters Score -1598048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1598048.750000 Penalty: 3200.849365
	Iteration 40F: 3 clusters Score -1598049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1598050.250000 Penalty: 3200.849365
	Iteration 41Q: 3 clusters Score -1598050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1598050.500000 Penalty: 3200.849365
	Iteration 42Q: 3 clusters Score -1598050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1598049.375000 Penalty: 3200.849365
	Iteration 43Q: 3 clusters Score -1598049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1598053.125000 Penalty: 3200.849365
	Iteration 44Q: 3 clusters Score -1598053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1598052.625000 Penalty: 3200.849365
	Iteration 45Q: 3 clusters Score -1598053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1598052.625000 Penalty: 3200.849365
	Iteration 46F: 3 clusters Score -1598053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -660212.312500 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -660212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -654399.312500 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -654399.3 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -656155.625000 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -656155.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -656486.312500 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -656486.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -656840.062500 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -656840.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -657240.937500 Penalty: 2916.050781
	Iteration 4F: 3 clusters Score -657240.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -657597.687500 Penalty: 2916.050781
	Iteration 5F: 3 clusters Score -657597.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -657893.750000 Penalty: 2916.050781
	Iteration 6F: 3 clusters Score -657893.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -658085.625000 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -658085.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -658206.750000 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -658206.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -658292.062500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -658292.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -658354.562500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -658354.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -658385.125000 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -658385.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -658409.375000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -658409.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -658427.500000 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -658427.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -658443.500000 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -658443.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -658452.937500 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -658452.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -658462.312500 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -658462.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -658465.875000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -658465.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -658473.250000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -658473.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -658477.312500 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -658477.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -658479.125000 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -658479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -658483.937500 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -658483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -658486.375000 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -658486.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -658494.437500 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -658494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -658499.750000 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -658499.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -658503.375000 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -658503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -658506.875000 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -658506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -658509.500000 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -658509.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -658512.312500 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -658512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -658517.312500 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -658517.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -658521.750000 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -658521.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -658528.500000 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -658528.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -658533.250000 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -658533.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -658537.812500 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -658537.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -658542.437500 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -658542.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -658551.250000 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -658551.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -658559.125000 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -658559.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -658560.562500 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -658560.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -658566.187500 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -658566.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -658572.312500 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -658572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -658577.875000 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -658577.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -658583.750000 Penalty: 2916.050781
	Iteration 41Q: 3 clusters Score -658583.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -658592.875000 Penalty: 2916.050781
	Iteration 42Q: 3 clusters Score -658592.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -658601.562500 Penalty: 2916.050781
	Iteration 43Q: 3 clusters Score -658601.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -658604.562500 Penalty: 2916.050781
	Iteration 44Q: 3 clusters Score -658604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -658611.437500 Penalty: 2916.050781
	Iteration 45Q: 3 clusters Score -658611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -658614.312500 Penalty: 2916.050781
	Iteration 46Q: 3 clusters Score -658614.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -658618.500000 Penalty: 2916.050781
	Iteration 47Q: 3 clusters Score -658618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -658624.687500 Penalty: 2916.050781
	Iteration 48Q: 3 clusters Score -658624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -658627.812500 Penalty: 2916.050781
	Iteration 49Q: 3 clusters Score -658627.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -658632.500000 Penalty: 2916.050781
	Iteration 50Q: 3 clusters Score -658632.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -658638.125000 Penalty: 2916.050781
	Iteration 51Q: 3 clusters Score -658638.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -658644.750000 Penalty: 2916.050781
	Iteration 52Q: 3 clusters Score -658644.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -658653.312500 Penalty: 2916.050781
	Iteration 53Q: 3 clusters Score -658653.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -658661.750000 Penalty: 2916.050781
	Iteration 54Q: 3 clusters Score -658661.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -658666.500000 Penalty: 2916.050781
	Iteration 55Q: 3 clusters Score -658666.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -658671.812500 Penalty: 2916.050781
	Iteration 56Q: 3 clusters Score -658671.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -658676.937500 Penalty: 2916.050781
	Iteration 57Q: 3 clusters Score -658676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -658681.187500 Penalty: 2916.050781
	Iteration 58Q: 3 clusters Score -658681.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -658685.375000 Penalty: 2916.050781
	Iteration 59Q: 3 clusters Score -658685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -658689.250000 Penalty: 2916.050781
	Iteration 60F: 3 clusters Score -658689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -658693.875000 Penalty: 2916.050781
	Iteration 61Q: 3 clusters Score -658693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -658696.187500 Penalty: 2916.050781
	Iteration 62Q: 3 clusters Score -658696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -658699.250000 Penalty: 2916.050781
	Iteration 63Q: 3 clusters Score -658699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -658702.812500 Penalty: 2916.050781
	Iteration 64Q: 3 clusters Score -658702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -658709.625000 Penalty: 2916.050781
	Iteration 65Q: 3 clusters Score -658709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -658715.625000 Penalty: 2916.050781
	Iteration 66Q: 3 clusters Score -658715.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -658722.000000 Penalty: 2916.050781
	Iteration 67Q: 3 clusters Score -658722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -658727.625000 Penalty: 2916.050781
	Iteration 68Q: 3 clusters Score -658727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -658734.062500 Penalty: 2916.050781
	Iteration 69Q: 3 clusters Score -658734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -658737.750000 Penalty: 2916.050781
	Iteration 70Q: 3 clusters Score -658737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -658740.562500 Penalty: 2916.050781
	Iteration 71Q: 3 clusters Score -658740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -658743.250000 Penalty: 2916.050781
	Iteration 72Q: 3 clusters Score -658743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -658743.500000 Penalty: 2916.050781
	Iteration 73Q: 3 clusters Score -658743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -658746.687500 Penalty: 2916.050781
	Iteration 74Q: 3 clusters Score -658746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -658750.437500 Penalty: 2916.050781
	Iteration 75Q: 3 clusters Score -658750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -658751.562500 Penalty: 2916.050781
	Iteration 76Q: 3 clusters Score -658751.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -658756.500000 Penalty: 2916.050781
	Iteration 77Q: 3 clusters Score -658756.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -658762.750000 Penalty: 2916.050781
	Iteration 78Q: 3 clusters Score -658762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -658765.312500 Penalty: 2916.050781
	Iteration 79Q: 3 clusters Score -658765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -658766.062500 Penalty: 2916.050781
	Iteration 80F: 3 clusters Score -658766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -658770.562500 Penalty: 2916.050781
	Iteration 81Q: 3 clusters Score -658770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -658770.062500 Penalty: 2916.050781
	Iteration 82Q: 3 clusters Score -658770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -658770.812500 Penalty: 2916.050781
	Iteration 83Q: 3 clusters Score -658770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -658772.375000 Penalty: 2916.050781
	Iteration 84Q: 3 clusters Score -658772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -658774.937500 Penalty: 2916.050781
	Iteration 85Q: 3 clusters Score -658774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -658777.750000 Penalty: 2916.050781
	Iteration 86Q: 3 clusters Score -658777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -658779.437500 Penalty: 2916.050781
	Iteration 87Q: 3 clusters Score -658779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -658781.687500 Penalty: 2916.050781
	Iteration 88Q: 3 clusters Score -658781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -658785.500000 Penalty: 2916.050781
	Iteration 89Q: 3 clusters Score -658785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -658788.312500 Penalty: 2916.050781
	Iteration 90Q: 3 clusters Score -658788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -658790.125000 Penalty: 2916.050781
	Iteration 91Q: 3 clusters Score -658790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -658794.125000 Penalty: 2916.050781
	Iteration 92Q: 3 clusters Score -658794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -658794.500000 Penalty: 2916.050781
	Iteration 93Q: 3 clusters Score -658794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -658796.812500 Penalty: 2916.050781
	Iteration 94Q: 3 clusters Score -658796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -658801.000000 Penalty: 2916.050781
	Iteration 95Q: 3 clusters Score -658801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -658801.500000 Penalty: 2916.050781
	Iteration 96Q: 3 clusters Score -658801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -658805.812500 Penalty: 2916.050781
	Iteration 97Q: 3 clusters Score -658805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -658805.687500 Penalty: 2916.050781
	Iteration 98Q: 3 clusters Score -658805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -658808.812500 Penalty: 2916.050781
	Iteration 99Q: 3 clusters Score -658808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -658811.437500 Penalty: 2916.050781
	Iteration 100F: 3 clusters Score -658811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -658813.125000 Penalty: 2916.050781
	Iteration 101Q: 3 clusters Score -658813.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -658816.562500 Penalty: 2916.050781
	Iteration 102Q: 3 clusters Score -658816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -658818.187500 Penalty: 2916.050781
	Iteration 103Q: 3 clusters Score -658818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -658819.125000 Penalty: 2916.050781
	Iteration 104Q: 3 clusters Score -658819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -658819.062500 Penalty: 2916.050781
	Iteration 105Q: 3 clusters Score -658819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -658819.875000 Penalty: 2916.050781
	Iteration 106Q: 3 clusters Score -658819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -658819.875000 Penalty: 2916.050781
	Iteration 107Q: 3 clusters Score -658819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -658823.500000 Penalty: 2916.050781
	Iteration 108Q: 3 clusters Score -658823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -658824.562500 Penalty: 2916.050781
	Iteration 109Q: 3 clusters Score -658824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -658825.625000 Penalty: 2916.050781
	Iteration 110Q: 3 clusters Score -658825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -658826.125000 Penalty: 2916.050781
	Iteration 111Q: 3 clusters Score -658826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -658826.562500 Penalty: 2916.050781
	Iteration 112Q: 3 clusters Score -658826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -658825.937500 Penalty: 2916.050781
	Iteration 113Q: 3 clusters Score -658825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -658826.562500 Penalty: 2916.050781
	Iteration 114Q: 3 clusters Score -658826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -658826.562500 Penalty: 2916.050781
	Iteration 115F: 3 clusters Score -658826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Entering Unmasked Estep 
Score: -600368.375000 Penalty: 1440.888184
	Iteration 0F: 2 clusters Score -600368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -595073.500000 Penalty: 2881.776367
	Iteration 0F: 3 clusters Score -595073.5 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -596712.437500 Penalty: 2881.776367
	Iteration 1F: 3 clusters Score -596712.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -596935.250000 Penalty: 2881.776367
	Iteration 2F: 3 clusters Score -596935.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -597112.000000 Penalty: 2881.776367
	Iteration 3F: 3 clusters Score -597112 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -597311.625000 Penalty: 2881.776367
	Iteration 4F: 3 clusters Score -597311.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -597494.625000 Penalty: 2881.776367
	Iteration 5Q: 3 clusters Score -597494.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -597696.437500 Penalty: 2881.776367
	Iteration 6Q: 3 clusters Score -597696.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -597884.625000 Penalty: 2881.776367
	Iteration 7Q: 3 clusters Score -597884.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -598073.687500 Penalty: 2881.776367
	Iteration 8Q: 3 clusters Score -598073.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -598259.250000 Penalty: 2881.776367
	Iteration 9Q: 3 clusters Score -598259.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -598426.062500 Penalty: 2881.776367
	Iteration 10Q: 3 clusters Score -598426.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -598585.937500 Penalty: 2881.776367
	Iteration 11Q: 3 clusters Score -598585.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -598723.812500 Penalty: 2881.776367
	Iteration 12Q: 3 clusters Score -598723.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -598834.937500 Penalty: 2881.776367
	Iteration 13Q: 3 clusters Score -598834.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -598928.125000 Penalty: 2881.776367
	Iteration 14Q: 3 clusters Score -598928.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -598998.562500 Penalty: 2881.776367
	Iteration 15Q: 3 clusters Score -598998.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -599044.000000 Penalty: 2881.776367
	Iteration 16Q: 3 clusters Score -599044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -599084.437500 Penalty: 2881.776367
	Iteration 17Q: 3 clusters Score -599084.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -599120.000000 Penalty: 2881.776367
	Iteration 18Q: 3 clusters Score -599120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -599144.625000 Penalty: 2881.776367
	Iteration 19Q: 3 clusters Score -599144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -599163.250000 Penalty: 2881.776367
	Iteration 20F: 3 clusters Score -599163.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -599179.937500 Penalty: 2881.776367
	Iteration 21Q: 3 clusters Score -599179.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -599196.375000 Penalty: 2881.776367
	Iteration 22Q: 3 clusters Score -599196.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -599207.937500 Penalty: 2881.776367
	Iteration 23Q: 3 clusters Score -599207.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -599217.687500 Penalty: 2881.776367
	Iteration 24Q: 3 clusters Score -599217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -599221.500000 Penalty: 2881.776367
	Iteration 25Q: 3 clusters Score -599221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -599225.437500 Penalty: 2881.776367
	Iteration 26Q: 3 clusters Score -599225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -599229.125000 Penalty: 2881.776367
	Iteration 27Q: 3 clusters Score -599229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -599235.187500 Penalty: 2881.776367
	Iteration 28Q: 3 clusters Score -599235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -599239.812500 Penalty: 2881.776367
	Iteration 29Q: 3 clusters Score -599239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -599241.812500 Penalty: 2881.776367
	Iteration 30Q: 3 clusters Score -599241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -599244.687500 Penalty: 2881.776367
	Iteration 31Q: 3 clusters Score -599244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -599249.437500 Penalty: 2881.776367
	Iteration 32Q: 3 clusters Score -599249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -599253.125000 Penalty: 2881.776367
	Iteration 33Q: 3 clusters Score -599253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -599255.187500 Penalty: 2881.776367
	Iteration 34Q: 3 clusters Score -599255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -599257.187500 Penalty: 2881.776367
	Iteration 35Q: 3 clusters Score -599257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -599260.250000 Penalty: 2881.776367
	Iteration 36Q: 3 clusters Score -599260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -599261.250000 Penalty: 2881.776367
	Iteration 37Q: 3 clusters Score -599261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -599261.937500 Penalty: 2881.776367
	Iteration 38Q: 3 clusters Score -599261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -599261.937500 Penalty: 2881.776367
	Iteration 39F: 3 clusters Score -599261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -173735.453125 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -173735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171583.765625 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -171583.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -172125.312500 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -172125.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -172351.890625 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -172351.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -172536.156250 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -172536.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -172713.906250 Penalty: 2493.797363
	Iteration 4F: 3 clusters Score -172713.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -172865.859375 Penalty: 2493.797363
	Iteration 5F: 3 clusters Score -172865.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -173001.125000 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -173001.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -173123.703125 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -173123.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -173199.515625 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -173199.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -173243.984375 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -173244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -173264.781250 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -173264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -173283.843750 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -173283.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -173307.968750 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -173308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -173327.531250 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -173327.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -173351.140625 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -173351.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -173393.109375 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -173393.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -173463.843750 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -173463.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -173540.953125 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -173541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -173614.078125 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -173614.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -173660.781250 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -173660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -173682.031250 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -173682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -173692.000000 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -173692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -173695.296875 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -173695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -173699.203125 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -173699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -173701.859375 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -173701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -173704.390625 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -173704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -173706.890625 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -173706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173709.281250 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -173709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173710.296875 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -173710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -173711.218750 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -173711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -173712.390625 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -173712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -173713.875000 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -173713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -173715.062500 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -173715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -173715.453125 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -173715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -173715.453125 Penalty: 2493.797363
	Iteration 34F: 3 clusters Score -173715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -330423.156250 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -330423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -326819.468750 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -326819.5 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -328165.843750 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -328165.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -328702.906250 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -328702.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -329177.000000 Penalty: 2736.721680
	Iteration 3F: 3 clusters Score -329177 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -329522.875000 Penalty: 2736.721680
	Iteration 4F: 3 clusters Score -329522.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -329742.937500 Penalty: 2736.721680
	Iteration 5F: 3 clusters Score -329742.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -329869.375000 Penalty: 2736.721680
	Iteration 6Q: 3 clusters Score -329869.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -329952.937500 Penalty: 2736.721680
	Iteration 7Q: 3 clusters Score -329952.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -329991.062500 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -329991.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -330023.500000 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -330023.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -330051.281250 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -330051.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330076.187500 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -330076.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -330095.812500 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -330095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -330103.937500 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -330103.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -330111.750000 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -330111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -330114.656250 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -330114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -330117.406250 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -330117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -330120.031250 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -330120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -330122.812500 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -330122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -330125.125000 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -330125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -330125.687500 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -330125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -330127.312500 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -330127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -330128.093750 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -330128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -330128.218750 Penalty: 2736.721680
	Iteration 23Q: 3 clusters Score -330128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -330129.031250 Penalty: 2736.721680
	Iteration 24Q: 3 clusters Score -330129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -330129.906250 Penalty: 2736.721680
	Iteration 25Q: 3 clusters Score -330129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330130.812500 Penalty: 2736.721680
	Iteration 26Q: 3 clusters Score -330130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -330131.218750 Penalty: 2736.721680
	Iteration 27Q: 3 clusters Score -330131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -330131.531250 Penalty: 2736.721680
	Iteration 28Q: 3 clusters Score -330131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330133.156250 Penalty: 2736.721680
	Iteration 29Q: 3 clusters Score -330133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330133.531250 Penalty: 2736.721680
	Iteration 30Q: 3 clusters Score -330133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -330133.593750 Penalty: 2736.721680
	Iteration 31Q: 3 clusters Score -330133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -330134.468750 Penalty: 2736.721680
	Iteration 32Q: 3 clusters Score -330134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -330134.468750 Penalty: 2736.721680
	Iteration 33F: 3 clusters Score -330134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -154378.906250 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -154378.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -152374.140625 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -152374.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152787.453125 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -152787.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152888.312500 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -152888.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152961.390625 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -152961.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153011.109375 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -153011.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -153043.250000 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -153043.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -153064.312500 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -153064.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -153076.593750 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -153076.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -153089.437500 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -153089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -153100.140625 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -153100.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153106.125000 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -153106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153111.156250 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -153111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153116.625000 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -153116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153121.953125 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -153122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -153128.015625 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -153128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153131.078125 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -153131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -153133.687500 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -153133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -153135.296875 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -153135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -153139.156250 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -153139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153144.093750 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -153144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -153146.703125 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -153146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153149.562500 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -153149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153152.093750 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -153152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153153.937500 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -153153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -153157.296875 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -153157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153160.421875 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -153160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153162.890625 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -153162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153164.453125 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -153164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -153167.281250 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -153167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153171.515625 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -153171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153175.828125 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -153175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153177.828125 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -153177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -153179.125000 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -153179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153179.750000 Penalty: 2459.555420
	Iteration 33Q: 3 clusters Score -153179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -153182.250000 Penalty: 2459.555420
	Iteration 34Q: 3 clusters Score -153182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153185.359375 Penalty: 2459.555420
	Iteration 35Q: 3 clusters Score -153185.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153188.312500 Penalty: 2459.555420
	Iteration 36Q: 3 clusters Score -153188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -153190.125000 Penalty: 2459.555420
	Iteration 37Q: 3 clusters Score -153190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153190.687500 Penalty: 2459.555420
	Iteration 38Q: 3 clusters Score -153190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -153191.078125 Penalty: 2459.555420
	Iteration 39Q: 3 clusters Score -153191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153191.625000 Penalty: 2459.555420
	Iteration 40F: 3 clusters Score -153191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153193.203125 Penalty: 2459.555420
	Iteration 41Q: 3 clusters Score -153193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153193.875000 Penalty: 2459.555420
	Iteration 42Q: 3 clusters Score -153193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -153194.093750 Penalty: 2459.555420
	Iteration 43Q: 3 clusters Score -153194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153194.593750 Penalty: 2459.555420
	Iteration 44Q: 3 clusters Score -153194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153194.750000 Penalty: 2459.555420
	Iteration 45Q: 3 clusters Score -153194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153194.750000 Penalty: 2459.555420
	Iteration 46F: 3 clusters Score -153194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -539464.562500 Penalty: 1424.766968
	Iteration 0F: 2 clusters Score -539464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -534563.937500 Penalty: 2849.533936
	Iteration 0F: 3 clusters Score -534563.9 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -536044.812500 Penalty: 2849.533936
	Iteration 1F: 3 clusters Score -536044.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -536306.500000 Penalty: 2849.533936
	Iteration 2F: 3 clusters Score -536306.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -536501.625000 Penalty: 2849.533936
	Iteration 3F: 3 clusters Score -536501.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -536668.250000 Penalty: 2849.533936
	Iteration 4Q: 3 clusters Score -536668.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -536866.250000 Penalty: 2849.533936
	Iteration 5Q: 3 clusters Score -536866.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -537081.562500 Penalty: 2849.533936
	Iteration 6Q: 3 clusters Score -537081.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -537335.562500 Penalty: 2849.533936
	Iteration 7F: 3 clusters Score -537335.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -537588.125000 Penalty: 2849.533936
	Iteration 8F: 3 clusters Score -537588.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -537816.937500 Penalty: 2849.533936
	Iteration 9Q: 3 clusters Score -537816.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -538013.000000 Penalty: 2849.533936
	Iteration 10Q: 3 clusters Score -538013 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -538157.687500 Penalty: 2849.533936
	Iteration 11Q: 3 clusters Score -538157.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -538253.250000 Penalty: 2849.533936
	Iteration 12Q: 3 clusters Score -538253.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -538299.875000 Penalty: 2849.533936
	Iteration 13Q: 3 clusters Score -538299.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -538330.625000 Penalty: 2849.533936
	Iteration 14Q: 3 clusters Score -538330.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -538347.750000 Penalty: 2849.533936
	Iteration 15Q: 3 clusters Score -538347.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -538355.437500 Penalty: 2849.533936
	Iteration 16Q: 3 clusters Score -538355.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -538362.312500 Penalty: 2849.533936
	Iteration 17Q: 3 clusters Score -538362.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -538364.875000 Penalty: 2849.533936
	Iteration 18Q: 3 clusters Score -538364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -538367.375000 Penalty: 2849.533936
	Iteration 19Q: 3 clusters Score -538367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -538370.000000 Penalty: 2849.533936
	Iteration 20F: 3 clusters Score -538370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -538371.250000 Penalty: 2849.533936
	Iteration 21Q: 3 clusters Score -538371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -538374.187500 Penalty: 2849.533936
	Iteration 22Q: 3 clusters Score -538374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -538375.687500 Penalty: 2849.533936
	Iteration 23Q: 3 clusters Score -538375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -538378.250000 Penalty: 2849.533936
	Iteration 24Q: 3 clusters Score -538378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -538381.125000 Penalty: 2849.533936
	Iteration 25Q: 3 clusters Score -538381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -538382.125000 Penalty: 2849.533936
	Iteration 26Q: 3 clusters Score -538382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -538383.500000 Penalty: 2849.533936
	Iteration 27Q: 3 clusters Score -538383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -538385.687500 Penalty: 2849.533936
	Iteration 28Q: 3 clusters Score -538385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -538386.437500 Penalty: 2849.533936
	Iteration 29Q: 3 clusters Score -538386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -538387.437500 Penalty: 2849.533936
	Iteration 30Q: 3 clusters Score -538387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -538388.937500 Penalty: 2849.533936
	Iteration 31Q: 3 clusters Score -538388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -538390.562500 Penalty: 2849.533936
	Iteration 32Q: 3 clusters Score -538390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -538392.000000 Penalty: 2849.533936
	Iteration 33Q: 3 clusters Score -538392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -538391.750000 Penalty: 2849.533936
	Iteration 34Q: 3 clusters Score -538391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -538392.875000 Penalty: 2849.533936
	Iteration 35Q: 3 clusters Score -538392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -538393.812500 Penalty: 2849.533936
	Iteration 36Q: 3 clusters Score -538393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -538396.062500 Penalty: 2849.533936
	Iteration 37Q: 3 clusters Score -538396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -538397.437500 Penalty: 2849.533936
	Iteration 38Q: 3 clusters Score -538397.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -538399.250000 Penalty: 2849.533936
	Iteration 39Q: 3 clusters Score -538399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -538399.312500 Penalty: 2849.533936
	Iteration 40F: 3 clusters Score -538399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Entering Unmasked Estep 
Score: -2501775.250000 Penalty: 1671.833374
	Iteration 0F: 2 clusters Score -2501775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2481905.000000 Penalty: 3343.666748
	Iteration 0F: 3 clusters Score -2481905 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2489894.250000 Penalty: 3343.666748
	Iteration 1F: 3 clusters Score -2489894 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2490532.000000 Penalty: 3343.666748
	Iteration 2Q: 3 clusters Score -2490532 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2491369.250000 Penalty: 3343.666748
	Iteration 3F: 3 clusters Score -2491369 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2492435.750000 Penalty: 3343.666748
	Iteration 4F: 3 clusters Score -2492436 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2493976.000000 Penalty: 3343.666748
	Iteration 5F: 3 clusters Score -2493976 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2495899.500000 Penalty: 3343.666748
	Iteration 6F: 3 clusters Score -2495900 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2497734.250000 Penalty: 3343.666748
	Iteration 7F: 3 clusters Score -2497734 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2499192.750000 Penalty: 3343.666748
	Iteration 8F: 3 clusters Score -2499193 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2500331.250000 Penalty: 3343.666748
	Iteration 9Q: 3 clusters Score -2500331 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2500923.000000 Penalty: 3343.666748
	Iteration 10Q: 3 clusters Score -2500923 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2501203.000000 Penalty: 3343.666748
	Iteration 11Q: 3 clusters Score -2501203 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2501347.000000 Penalty: 3343.666748
	Iteration 12Q: 3 clusters Score -2501347 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2501442.750000 Penalty: 3343.666748
	Iteration 13Q: 3 clusters Score -2501443 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2501505.500000 Penalty: 3343.666748
	Iteration 14Q: 3 clusters Score -2501506 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2501545.750000 Penalty: 3343.666748
	Iteration 15Q: 3 clusters Score -2501546 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2501572.500000 Penalty: 3343.666748
	Iteration 16Q: 3 clusters Score -2501572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2501596.250000 Penalty: 3343.666748
	Iteration 17Q: 3 clusters Score -2501596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2501614.250000 Penalty: 3343.666748
	Iteration 18Q: 3 clusters Score -2501614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2501633.500000 Penalty: 3343.666748
	Iteration 19Q: 3 clusters Score -2501634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2501653.250000 Penalty: 3343.666748
	Iteration 20F: 3 clusters Score -2501653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2501671.000000 Penalty: 3343.666748
	Iteration 21Q: 3 clusters Score -2501671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2501700.250000 Penalty: 3343.666748
	Iteration 22Q: 3 clusters Score -2501700 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2501714.500000 Penalty: 3343.666748
	Iteration 23Q: 3 clusters Score -2501714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2501722.250000 Penalty: 3343.666748
	Iteration 24Q: 3 clusters Score -2501722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2501730.250000 Penalty: 3343.666748
	Iteration 25Q: 3 clusters Score -2501730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2501747.000000 Penalty: 3343.666748
	Iteration 26Q: 3 clusters Score -2501747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2501751.500000 Penalty: 3343.666748
	Iteration 27Q: 3 clusters Score -2501752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -2501758.500000 Penalty: 3343.666748
	Iteration 28Q: 3 clusters Score -2501758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2501761.000000 Penalty: 3343.666748
	Iteration 29Q: 3 clusters Score -2501761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2501761.000000 Penalty: 3343.666748
	Iteration 30Q: 3 clusters Score -2501761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2501759.750000 Penalty: 3343.666748
	Iteration 31Q: 3 clusters Score -2501760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -2501766.500000 Penalty: 3343.666748
	Iteration 32Q: 3 clusters Score -2501766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2501771.500000 Penalty: 3343.666748
	Iteration 33Q: 3 clusters Score -2501772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2501773.750000 Penalty: 3343.666748
	Iteration 34Q: 3 clusters Score -2501774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2501776.000000 Penalty: 3343.666748
	Iteration 35Q: 3 clusters Score -2501776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2501780.750000 Penalty: 3343.666748
	Iteration 36Q: 3 clusters Score -2501781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2501777.750000 Penalty: 3343.666748
	Iteration 37Q: 3 clusters Score -2501778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2501782.500000 Penalty: 3343.666748
	Iteration 38Q: 3 clusters Score -2501782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2501778.750000 Penalty: 3343.666748
	Iteration 39Q: 3 clusters Score -2501779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2501780.000000 Penalty: 3343.666748
	Iteration 40F: 3 clusters Score -2501780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -2501779.250000 Penalty: 3343.666748
	Iteration 41Q: 3 clusters Score -2501779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2501780.500000 Penalty: 3343.666748
	Iteration 42Q: 3 clusters Score -2501780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2501780.500000 Penalty: 3343.666748
	Iteration 43F: 3 clusters Score -2501780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 158982 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 11793 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 206322 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 5947 members 
Mstep: Class 16 contains 915 members 
Mstep: Class 17 contains 18935 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 67406 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 4009 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 2021 members 
Mstep: Class 31 contains 4011 members 
Mstep: Class 32 contains 25314 members 
Entering Unmasked Estep 
Score: -54420744.000000 Penalty: 69658.390625
Splitting cluster 24 changes total score from -54421244.000000 to -54420744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (67406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Entering Unmasked Estep 
Score: -5777550.000000 Penalty: 1806.754517
	Iteration 0F: 2 clusters Score -5777550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5732547.000000 Penalty: 3613.509033
	Iteration 0F: 3 clusters Score -5732547 nChanged 31891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5750466.000000 Penalty: 3613.509033
	Iteration 1F: 3 clusters Score -5750466 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5751276.000000 Penalty: 3613.509033
	Iteration 2Q: 3 clusters Score -5751276 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -5752695.000000 Penalty: 3613.509033
	Iteration 3Q: 3 clusters Score -5752695 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5754870.000000 Penalty: 3613.509033
	Iteration 4F: 3 clusters Score -5754870 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -5758054.000000 Penalty: 3613.509033
	Iteration 5F: 3 clusters Score -5758054 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -5762494.000000 Penalty: 3613.509033
	Iteration 6F: 3 clusters Score -5762494 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -5767438.000000 Penalty: 3613.509033
	Iteration 7F: 3 clusters Score -5767438 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -5771345.500000 Penalty: 3613.509033
	Iteration 8F: 3 clusters Score -5771346 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -5773781.000000 Penalty: 3613.509033
	Iteration 9Q: 3 clusters Score -5773781 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -5775004.000000 Penalty: 3613.509033
	Iteration 10Q: 3 clusters Score -5775004 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -5775623.500000 Penalty: 3613.509033
	Iteration 11Q: 3 clusters Score -5775624 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -5775961.500000 Penalty: 3613.509033
	Iteration 12Q: 3 clusters Score -5775962 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -5776168.000000 Penalty: 3613.509033
	Iteration 13Q: 3 clusters Score -5776168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -5776277.000000 Penalty: 3613.509033
	Iteration 14Q: 3 clusters Score -5776277 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -5776384.000000 Penalty: 3613.509033
	Iteration 15Q: 3 clusters Score -5776384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -5776472.500000 Penalty: 3613.509033
	Iteration 16Q: 3 clusters Score -5776472 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -5776542.000000 Penalty: 3613.509033
	Iteration 17Q: 3 clusters Score -5776542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -5776591.000000 Penalty: 3613.509033
	Iteration 18Q: 3 clusters Score -5776591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -5776607.000000 Penalty: 3613.509033
	Iteration 19Q: 3 clusters Score -5776607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -5776640.500000 Penalty: 3613.509033
	Iteration 20F: 3 clusters Score -5776640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -5776645.500000 Penalty: 3613.509033
	Iteration 21Q: 3 clusters Score -5776646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -5776668.000000 Penalty: 3613.509033
	Iteration 22Q: 3 clusters Score -5776668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -5776687.500000 Penalty: 3613.509033
	Iteration 23Q: 3 clusters Score -5776688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -5776700.500000 Penalty: 3613.509033
	Iteration 24Q: 3 clusters Score -5776700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -5776714.000000 Penalty: 3613.509033
	Iteration 25Q: 3 clusters Score -5776714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -5776721.500000 Penalty: 3613.509033
	Iteration 26Q: 3 clusters Score -5776722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -5776724.500000 Penalty: 3613.509033
	Iteration 27Q: 3 clusters Score -5776724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -5776738.500000 Penalty: 3613.509033
	Iteration 28Q: 3 clusters Score -5776738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -5776744.500000 Penalty: 3613.509033
	Iteration 29Q: 3 clusters Score -5776744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -5776754.000000 Penalty: 3613.509033
	Iteration 30Q: 3 clusters Score -5776754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -5776757.500000 Penalty: 3613.509033
	Iteration 31Q: 3 clusters Score -5776758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -5776750.000000 Penalty: 3613.509033
	Iteration 32Q: 3 clusters Score -5776750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -5776750.000000 Penalty: 3613.509033
	Iteration 33Q: 3 clusters Score -5776750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -5776751.000000 Penalty: 3613.509033
	Iteration 34Q: 3 clusters Score -5776751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -5776750.000000 Penalty: 3613.509033
	Iteration 35Q: 3 clusters Score -5776750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -5776748.000000 Penalty: 3613.509033
	Iteration 36Q: 3 clusters Score -5776748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -5776748.000000 Penalty: 3613.509033
	Iteration 37F: 3 clusters Score -5776748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -331869.000000 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -331869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -328537.562500 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -328537.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329489.531250 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -329489.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -329792.437500 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -329792.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -330085.531250 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -330085.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -330367.062500 Penalty: 2696.539551
	Iteration 4F: 3 clusters Score -330367.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330568.562500 Penalty: 2696.539551
	Iteration 5F: 3 clusters Score -330568.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -330716.781250 Penalty: 2696.539551
	Iteration 6F: 3 clusters Score -330716.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -330800.625000 Penalty: 2696.539551
	Iteration 7Q: 3 clusters Score -330800.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -330851.062500 Penalty: 2696.539551
	Iteration 8Q: 3 clusters Score -330851.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -330878.093750 Penalty: 2696.539551
	Iteration 9Q: 3 clusters Score -330878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -330891.437500 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -330891.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -330900.718750 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -330900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -330904.625000 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -330904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330906.500000 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -330906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -330908.968750 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -330909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -330910.000000 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -330910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -330911.812500 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -330911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -330913.468750 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -330913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330915.750000 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -330915.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330917.156250 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -330917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -330918.156250 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -330918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330919.906250 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -330919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330920.875000 Penalty: 2696.539551
	Iteration 22Q: 3 clusters Score -330920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330921.343750 Penalty: 2696.539551
	Iteration 23Q: 3 clusters Score -330921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330921.343750 Penalty: 2696.539551
	Iteration 24F: 3 clusters Score -330921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -336268.500000 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -336268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -332842.937500 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -332842.9 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -333759.250000 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -333759.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -333956.093750 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -333956.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -334116.843750 Penalty: 2696.296631
	Iteration 3F: 3 clusters Score -334116.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -334257.593750 Penalty: 2696.296631
	Iteration 4F: 3 clusters Score -334257.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -334385.781250 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -334385.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -334505.937500 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -334505.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -334628.687500 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -334628.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334755.437500 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -334755.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -334853.593750 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -334853.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -334929.156250 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -334929.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -334982.531250 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -334982.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -335030.562500 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -335030.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -335069.968750 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -335070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -335090.750000 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -335090.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -335108.187500 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -335108.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -335121.375000 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -335121.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -335139.437500 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -335139.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -335153.031250 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -335153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -335165.625000 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -335165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -335172.156250 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -335172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -335176.281250 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -335176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -335177.656250 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -335177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -335177.781250 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -335177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -335177.781250 Penalty: 2696.296631
	Iteration 24F: 3 clusters Score -335177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Entering Unmasked Estep 
Score: -1837180.625000 Penalty: 1621.453735
	Iteration 0F: 2 clusters Score -1837181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1822483.625000 Penalty: 3242.907471
	Iteration 0F: 3 clusters Score -1822484 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1827780.375000 Penalty: 3242.907471
	Iteration 1F: 3 clusters Score -1827780 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1828165.750000 Penalty: 3242.907471
	Iteration 2Q: 3 clusters Score -1828166 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1828569.250000 Penalty: 3242.907471
	Iteration 3Q: 3 clusters Score -1828569 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1829079.875000 Penalty: 3242.907471
	Iteration 4Q: 3 clusters Score -1829080 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1829766.750000 Penalty: 3242.907471
	Iteration 5Q: 3 clusters Score -1829767 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1830616.625000 Penalty: 3242.907471
	Iteration 6F: 3 clusters Score -1830617 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1831384.750000 Penalty: 3242.907471
	Iteration 7F: 3 clusters Score -1831385 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1832065.875000 Penalty: 3242.907471
	Iteration 8F: 3 clusters Score -1832066 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1832606.500000 Penalty: 3242.907471
	Iteration 9Q: 3 clusters Score -1832606 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1833040.500000 Penalty: 3242.907471
	Iteration 10Q: 3 clusters Score -1833040 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1833399.625000 Penalty: 3242.907471
	Iteration 11Q: 3 clusters Score -1833400 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1833714.375000 Penalty: 3242.907471
	Iteration 12Q: 3 clusters Score -1833714 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1833969.875000 Penalty: 3242.907471
	Iteration 13Q: 3 clusters Score -1833970 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1834156.625000 Penalty: 3242.907471
	Iteration 14Q: 3 clusters Score -1834157 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1834331.250000 Penalty: 3242.907471
	Iteration 15Q: 3 clusters Score -1834331 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1834501.375000 Penalty: 3242.907471
	Iteration 16Q: 3 clusters Score -1834501 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1834659.875000 Penalty: 3242.907471
	Iteration 17Q: 3 clusters Score -1834660 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1834814.125000 Penalty: 3242.907471
	Iteration 18Q: 3 clusters Score -1834814 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1834946.625000 Penalty: 3242.907471
	Iteration 19Q: 3 clusters Score -1834947 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1835056.500000 Penalty: 3242.907471
	Iteration 20F: 3 clusters Score -1835056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1835148.250000 Penalty: 3242.907471
	Iteration 21Q: 3 clusters Score -1835148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1835238.625000 Penalty: 3242.907471
	Iteration 22Q: 3 clusters Score -1835239 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1835316.625000 Penalty: 3242.907471
	Iteration 23Q: 3 clusters Score -1835317 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1835383.875000 Penalty: 3242.907471
	Iteration 24Q: 3 clusters Score -1835384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1835450.875000 Penalty: 3242.907471
	Iteration 25Q: 3 clusters Score -1835451 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1835514.875000 Penalty: 3242.907471
	Iteration 26Q: 3 clusters Score -1835515 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1835561.500000 Penalty: 3242.907471
	Iteration 27Q: 3 clusters Score -1835562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -1835606.750000 Penalty: 3242.907471
	Iteration 28Q: 3 clusters Score -1835607 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1835658.250000 Penalty: 3242.907471
	Iteration 29Q: 3 clusters Score -1835658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1835687.000000 Penalty: 3242.907471
	Iteration 30Q: 3 clusters Score -1835687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1835716.125000 Penalty: 3242.907471
	Iteration 31Q: 3 clusters Score -1835716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1835741.125000 Penalty: 3242.907471
	Iteration 32Q: 3 clusters Score -1835741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1835762.125000 Penalty: 3242.907471
	Iteration 33Q: 3 clusters Score -1835762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -1835783.125000 Penalty: 3242.907471
	Iteration 34Q: 3 clusters Score -1835783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -1835797.500000 Penalty: 3242.907471
	Iteration 35Q: 3 clusters Score -1835798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1835810.625000 Penalty: 3242.907471
	Iteration 36Q: 3 clusters Score -1835811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1835826.625000 Penalty: 3242.907471
	Iteration 37Q: 3 clusters Score -1835827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1835836.375000 Penalty: 3242.907471
	Iteration 38Q: 3 clusters Score -1835836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -1835845.000000 Penalty: 3242.907471
	Iteration 39Q: 3 clusters Score -1835845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1835852.625000 Penalty: 3242.907471
	Iteration 40F: 3 clusters Score -1835853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1835863.000000 Penalty: 3242.907471
	Iteration 41Q: 3 clusters Score -1835863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1835870.875000 Penalty: 3242.907471
	Iteration 42Q: 3 clusters Score -1835871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1835879.125000 Penalty: 3242.907471
	Iteration 43Q: 3 clusters Score -1835879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -1835884.375000 Penalty: 3242.907471
	Iteration 44Q: 3 clusters Score -1835884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1835888.500000 Penalty: 3242.907471
	Iteration 45Q: 3 clusters Score -1835888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -1835893.125000 Penalty: 3242.907471
	Iteration 46Q: 3 clusters Score -1835893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -1835895.500000 Penalty: 3242.907471
	Iteration 47Q: 3 clusters Score -1835896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1835896.000000 Penalty: 3242.907471
	Iteration 48Q: 3 clusters Score -1835896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1835895.750000 Penalty: 3242.907471
	Iteration 49Q: 3 clusters Score -1835896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1835895.375000 Penalty: 3242.907471
	Iteration 50Q: 3 clusters Score -1835895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1835896.000000 Penalty: 3242.907471
	Iteration 51Q: 3 clusters Score -1835896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1835895.625000 Penalty: 3242.907471
	Iteration 52Q: 3 clusters Score -1835896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1835895.875000 Penalty: 3242.907471
	Iteration 53Q: 3 clusters Score -1835896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1835897.875000 Penalty: 3242.907471
	Iteration 54Q: 3 clusters Score -1835898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1835897.000000 Penalty: 3242.907471
	Iteration 55Q: 3 clusters Score -1835897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1835897.000000 Penalty: 3242.907471
	Iteration 56F: 3 clusters Score -1835897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -300256.218750 Penalty: 1356.097900
	Iteration 0F: 2 clusters Score -300256.2 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 2049 members 
Entering Unmasked Estep 
Score: -296849.750000 Penalty: 2712.195801
	Iteration 0F: 3 clusters Score -296849.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -297983.250000 Penalty: 2712.195801
	Iteration 1F: 3 clusters Score -297983.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -298396.406250 Penalty: 2712.195801
	Iteration 2F: 3 clusters Score -298396.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -298757.062500 Penalty: 2712.195801
	Iteration 3F: 3 clusters Score -298757.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -298996.062500 Penalty: 2712.195801
	Iteration 4F: 3 clusters Score -298996.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -299164.031250 Penalty: 2712.195801
	Iteration 5Q: 3 clusters Score -299164 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -299291.937500 Penalty: 2712.195801
	Iteration 6Q: 3 clusters Score -299291.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -299408.187500 Penalty: 2712.195801
	Iteration 7Q: 3 clusters Score -299408.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -299495.500000 Penalty: 2712.195801
	Iteration 8Q: 3 clusters Score -299495.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -299585.343750 Penalty: 2712.195801
	Iteration 9Q: 3 clusters Score -299585.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -299663.312500 Penalty: 2712.195801
	Iteration 10Q: 3 clusters Score -299663.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -299754.343750 Penalty: 2712.195801
	Iteration 11Q: 3 clusters Score -299754.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -299833.187500 Penalty: 2712.195801
	Iteration 12Q: 3 clusters Score -299833.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -299892.718750 Penalty: 2712.195801
	Iteration 13Q: 3 clusters Score -299892.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -299925.062500 Penalty: 2712.195801
	Iteration 14Q: 3 clusters Score -299925.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -299943.781250 Penalty: 2712.195801
	Iteration 15Q: 3 clusters Score -299943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -299954.375000 Penalty: 2712.195801
	Iteration 16Q: 3 clusters Score -299954.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -299962.750000 Penalty: 2712.195801
	Iteration 17Q: 3 clusters Score -299962.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -299975.187500 Penalty: 2712.195801
	Iteration 18Q: 3 clusters Score -299975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -299982.437500 Penalty: 2712.195801
	Iteration 19Q: 3 clusters Score -299982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -299989.531250 Penalty: 2712.195801
	Iteration 20F: 3 clusters Score -299989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -299994.656250 Penalty: 2712.195801
	Iteration 21Q: 3 clusters Score -299994.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -299998.718750 Penalty: 2712.195801
	Iteration 22Q: 3 clusters Score -299998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -300001.375000 Penalty: 2712.195801
	Iteration 23Q: 3 clusters Score -300001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -300001.906250 Penalty: 2712.195801
	Iteration 24Q: 3 clusters Score -300001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -300003.625000 Penalty: 2712.195801
	Iteration 25Q: 3 clusters Score -300003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -300004.875000 Penalty: 2712.195801
	Iteration 26Q: 3 clusters Score -300004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -300005.968750 Penalty: 2712.195801
	Iteration 27Q: 3 clusters Score -300006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -300006.750000 Penalty: 2712.195801
	Iteration 28Q: 3 clusters Score -300006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -300006.562500 Penalty: 2712.195801
	Iteration 29Q: 3 clusters Score -300006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -300007.062500 Penalty: 2712.195801
	Iteration 30Q: 3 clusters Score -300007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -300007.562500 Penalty: 2712.195801
	Iteration 31Q: 3 clusters Score -300007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -300007.125000 Penalty: 2712.195801
	Iteration 32Q: 3 clusters Score -300007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -300007.468750 Penalty: 2712.195801
	Iteration 33Q: 3 clusters Score -300007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -300007.781250 Penalty: 2712.195801
	Iteration 34Q: 3 clusters Score -300007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -300007.781250 Penalty: 2712.195801
	Iteration 35F: 3 clusters Score -300007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -162795.671875 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -162795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -160740.125000 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -160740.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -161302.500000 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -161302.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -161527.531250 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -161527.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -161677.281250 Penalty: 2473.687988
	Iteration 3F: 3 clusters Score -161677.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -161775.859375 Penalty: 2473.687988
	Iteration 4F: 3 clusters Score -161775.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -161856.093750 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -161856.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -161939.875000 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -161939.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -161999.437500 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -161999.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -162030.906250 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -162030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -162053.296875 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -162053.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -162065.250000 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -162065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -162075.093750 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -162075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -162083.859375 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -162083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -162089.593750 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -162089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -162093.093750 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -162093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -162093.578125 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -162093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -162094.000000 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -162094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -162094.625000 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -162094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -162095.031250 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -162095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -162095.812500 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -162095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -162096.250000 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -162096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -335309.156250 Penalty: 1348.229370
	Iteration 0F: 2 clusters Score -335309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -331967.562500 Penalty: 2696.458740
	Iteration 0F: 3 clusters Score -331967.6 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -332885.375000 Penalty: 2696.458740
	Iteration 1F: 3 clusters Score -332885.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -333153.250000 Penalty: 2696.458740
	Iteration 2F: 3 clusters Score -333153.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -333369.000000 Penalty: 2696.458740
	Iteration 3F: 3 clusters Score -333369 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -333538.312500 Penalty: 2696.458740
	Iteration 4F: 3 clusters Score -333538.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -333692.343750 Penalty: 2696.458740
	Iteration 5F: 3 clusters Score -333692.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -333814.437500 Penalty: 2696.458740
	Iteration 6Q: 3 clusters Score -333814.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -333907.687500 Penalty: 2696.458740
	Iteration 7Q: 3 clusters Score -333907.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -333965.218750 Penalty: 2696.458740
	Iteration 8Q: 3 clusters Score -333965.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -334020.781250 Penalty: 2696.458740
	Iteration 9Q: 3 clusters Score -334020.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -334072.593750 Penalty: 2696.458740
	Iteration 10Q: 3 clusters Score -334072.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -334120.593750 Penalty: 2696.458740
	Iteration 11Q: 3 clusters Score -334120.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -334177.406250 Penalty: 2696.458740
	Iteration 12Q: 3 clusters Score -334177.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -334246.968750 Penalty: 2696.458740
	Iteration 13Q: 3 clusters Score -334247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -334302.875000 Penalty: 2696.458740
	Iteration 14Q: 3 clusters Score -334302.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -334352.625000 Penalty: 2696.458740
	Iteration 15Q: 3 clusters Score -334352.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -334401.281250 Penalty: 2696.458740
	Iteration 16Q: 3 clusters Score -334401.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -334454.000000 Penalty: 2696.458740
	Iteration 17Q: 3 clusters Score -334454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -334508.531250 Penalty: 2696.458740
	Iteration 18Q: 3 clusters Score -334508.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -334558.250000 Penalty: 2696.458740
	Iteration 19Q: 3 clusters Score -334558.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -334603.437500 Penalty: 2696.458740
	Iteration 20F: 3 clusters Score -334603.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -334631.875000 Penalty: 2696.458740
	Iteration 21Q: 3 clusters Score -334631.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -334645.656250 Penalty: 2696.458740
	Iteration 22Q: 3 clusters Score -334645.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -334651.593750 Penalty: 2696.458740
	Iteration 23Q: 3 clusters Score -334651.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -334658.093750 Penalty: 2696.458740
	Iteration 24Q: 3 clusters Score -334658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -334663.125000 Penalty: 2696.458740
	Iteration 25Q: 3 clusters Score -334663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -334666.281250 Penalty: 2696.458740
	Iteration 26Q: 3 clusters Score -334666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -334669.000000 Penalty: 2696.458740
	Iteration 27Q: 3 clusters Score -334669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -334671.750000 Penalty: 2696.458740
	Iteration 28Q: 3 clusters Score -334671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -334672.218750 Penalty: 2696.458740
	Iteration 29Q: 3 clusters Score -334672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -334673.000000 Penalty: 2696.458740
	Iteration 30Q: 3 clusters Score -334673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -334673.937500 Penalty: 2696.458740
	Iteration 31Q: 3 clusters Score -334673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -334674.437500 Penalty: 2696.458740
	Iteration 32Q: 3 clusters Score -334674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -334674.437500 Penalty: 2696.458740
	Iteration 33F: 3 clusters Score -334674.4 nChanged 0
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -163011600.000000 Penalty: 73015.828125
22->32 Clusters: Score -163011600.000000, best is -163038816.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 29968 members 
Mstep: Class 3 contains 29966 members 
Mstep: Class 4 contains 30114 members 
Mstep: Class 5 contains 29735 members 
Mstep: Class 6 contains 29934 members 
Mstep: Class 7 contains 29835 members 
Mstep: Class 8 contains 29867 members 
Mstep: Class 9 contains 29900 members 
Mstep: Class 10 contains 29645 members 
Mstep: Class 11 contains 29625 members 
Mstep: Class 12 contains 29783 members 
Mstep: Class 13 contains 29936 members 
Mstep: Class 14 contains 29976 members 
Mstep: Class 15 contains 29662 members 
Mstep: Class 16 contains 30351 members 
Mstep: Class 17 contains 29631 members 
Mstep: Class 18 contains 29765 members 
Mstep: Class 19 contains 29991 members 
Mstep: Class 20 contains 29645 members 
Mstep: Class 21 contains 29751 members 
Mstep: Class 22 contains 30183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 691.842285 but Gain 2176.824219
Score: -50968920.000000 Penalty: 45713.320312
Iteration 0F: 22 clusters Score -5.096892e+07 nChanged 622667
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 19642 members 
Mstep: Class 3 contains 20126 members 
Mstep: Class 4 contains 18443 members 
Mstep: Class 5 contains 21236 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 28661 members 
Mstep: Class 8 contains 17521 members 
Mstep: Class 9 contains 25361 members 
Mstep: Class 10 contains 21192 members 
Mstep: Class 11 contains 42323 members 
Mstep: Class 12 contains 65263 members 
Mstep: Class 13 contains 54746 members 
Mstep: Class 14 contains 64807 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 28063 members 
Mstep: Class 18 contains 26965 members 
Mstep: Class 19 contains 30816 members 
Mstep: Class 20 contains 30779 members 
Mstep: Class 21 contains 37766 members 
Mstep: Class 22 contains 14632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53114628.000000 Penalty: 45713.320312
Iteration 1F: 22 clusters Score -5.311463e+07 nChanged 237884
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 15873 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 12440 members 
Mstep: Class 6 contains 27720 members 
Mstep: Class 7 contains 27762 members 
Mstep: Class 8 contains 10341 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 40406 members 
Mstep: Class 12 contains 102289 members 
Mstep: Class 13 contains 62856 members 
Mstep: Class 14 contains 85682 members 
Mstep: Class 15 contains 32823 members 
Mstep: Class 16 contains 20653 members 
Mstep: Class 18 contains 21846 members 
Mstep: Class 19 contains 21881 members 
Mstep: Class 20 contains 27984 members 
Mstep: Class 21 contains 48683 members 
Mstep: Class 22 contains 12872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53499064.000000 Penalty: 45713.320312
Iteration 2F: 22 clusters Score -5.349906e+07 nChanged 157637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 8726 members 
Mstep: Class 6 contains 28134 members 
Mstep: Class 7 contains 31155 members 
Mstep: Class 8 contains 7764 members 
Mstep: Class 9 contains 24467 members 
Mstep: Class 10 contains 12716 members 
Mstep: Class 11 contains 39469 members 
Mstep: Class 12 contains 130966 members 
Mstep: Class 13 contains 64147 members 
Mstep: Class 14 contains 91455 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 17894 members 
Mstep: Class 18 contains 17948 members 
Mstep: Class 19 contains 15745 members 
Mstep: Class 20 contains 22705 members 
Mstep: Class 21 contains 50097 members 
Mstep: Class 22 contains 12740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53699072.000000 Penalty: 45713.320312
Iteration 3F: 22 clusters Score -5.369907e+07 nChanged 124039
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 25999 members 
Mstep: Class 7 contains 37804 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 28821 members 
Mstep: Class 10 contains 11968 members 
Mstep: Class 11 contains 39847 members 
Mstep: Class 12 contains 155798 members 
Mstep: Class 13 contains 58645 members 
Mstep: Class 14 contains 91379 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 16800 members 
Mstep: Class 18 contains 13841 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 19505 members 
Mstep: Class 21 contains 48313 members 
Mstep: Class 22 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53857624.000000 Penalty: 45713.320312
Iteration 4F: 22 clusters Score -5.385762e+07 nChanged 105618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 22084 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 6901 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 44128 members 
Mstep: Class 8 contains 6751 members 
Mstep: Class 9 contains 31773 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 41385 members 
Mstep: Class 12 contains 174907 members 
Mstep: Class 13 contains 47715 members 
Mstep: Class 14 contains 93518 members 
Mstep: Class 15 contains 15532 members 
Mstep: Class 16 contains 16133 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 17929 members 
Mstep: Class 21 contains 46756 members 
Mstep: Class 22 contains 8422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53989824.000000 Penalty: 45713.320312
Iteration 5F: 22 clusters Score -5.398982e+07 nChanged 88289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 23305 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 20353 members 
Mstep: Class 7 contains 49040 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 32862 members 
Mstep: Class 10 contains 10658 members 
Mstep: Class 11 contains 43204 members 
Mstep: Class 12 contains 182467 members 
Mstep: Class 13 contains 34419 members 
Mstep: Class 14 contains 104171 members 
Mstep: Class 15 contains 11850 members 
Mstep: Class 16 contains 16210 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 10131 members 
Mstep: Class 20 contains 17270 members 
Mstep: Class 21 contains 45184 members 
Mstep: Class 22 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54087116.000000 Penalty: 45713.320312
Iteration 6F: 22 clusters Score -5.408712e+07 nChanged 73578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 6992 members 
Mstep: Class 3 contains 24153 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 18152 members 
Mstep: Class 7 contains 53664 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 33309 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 44014 members 
Mstep: Class 12 contains 180369 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 118979 members 
Mstep: Class 15 contains 10244 members 
Mstep: Class 16 contains 17377 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 19 contains 10169 members 
Mstep: Class 20 contains 16365 members 
Mstep: Class 21 contains 43805 members 
Mstep: Class 22 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54157748.000000 Penalty: 45713.320312
Iteration 7F: 22 clusters Score -5.415775e+07 nChanged 60344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 24727 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 4290 members 
Mstep: Class 6 contains 16533 members 
Mstep: Class 7 contains 58009 members 
Mstep: Class 8 contains 9067 members 
Mstep: Class 9 contains 33625 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 43693 members 
Mstep: Class 12 contains 174261 members 
Mstep: Class 13 contains 15028 members 
Mstep: Class 14 contains 134415 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 18950 members 
Mstep: Class 18 contains 9227 members 
Mstep: Class 19 contains 10310 members 
Mstep: Class 20 contains 15048 members 
Mstep: Class 21 contains 42191 members 
Mstep: Class 22 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54216964.000000 Penalty: 45713.320312
Iteration 8F: 22 clusters Score -5.421696e+07 nChanged 48299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 25092 members 
Mstep: Class 4 contains 2451 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 15291 members 
Mstep: Class 7 contains 61657 members 
Mstep: Class 8 contains 9599 members 
Mstep: Class 9 contains 34022 members 
Mstep: Class 10 contains 6801 members 
Mstep: Class 11 contains 42044 members 
Mstep: Class 12 contains 169987 members 
Mstep: Class 13 contains 10097 members 
Mstep: Class 14 contains 147682 members 
Mstep: Class 15 contains 8035 members 
Mstep: Class 16 contains 20133 members 
Mstep: Class 18 contains 9250 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 13513 members 
Mstep: Class 21 contains 39219 members 
Mstep: Class 22 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54265972.000000 Penalty: 45713.320312
Iteration 9F: 22 clusters Score -5.426597e+07 nChanged 38969
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 25257 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 14298 members 
Mstep: Class 7 contains 64484 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 34413 members 
Mstep: Class 10 contains 5984 members 
Mstep: Class 11 contains 39418 members 
Mstep: Class 12 contains 169573 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 157814 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 18 contains 9265 members 
Mstep: Class 19 contains 10500 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 34443 members 
Mstep: Class 22 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54305380.000000 Penalty: 45713.320312
Iteration 10F: 22 clusters Score -5.430538e+07 nChanged 31066
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 25305 members 
Mstep: Class 4 contains 2439 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 13429 members 
Mstep: Class 7 contains 66636 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 34686 members 
Mstep: Class 10 contains 5463 members 
Mstep: Class 11 contains 36641 members 
Mstep: Class 12 contains 172567 members 
Mstep: Class 13 contains 5956 members 
Mstep: Class 14 contains 164240 members 
Mstep: Class 15 contains 6045 members 
Mstep: Class 16 contains 21171 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 20 contains 11251 members 
Mstep: Class 21 contains 28903 members 
Mstep: Class 22 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54331284.000000 Penalty: 45713.320312
Iteration 11Q: 22 clusters Score -5.433128e+07 nChanged 23773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 25138 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 68091 members 
Mstep: Class 8 contains 10569 members 
Mstep: Class 9 contains 34868 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 34347 members 
Mstep: Class 12 contains 177007 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 167565 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 21539 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 10823 members 
Mstep: Class 20 contains 10367 members 
Mstep: Class 21 contains 23835 members 
Mstep: Class 22 contains 4942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54347288.000000 Penalty: 45713.320312
Iteration 12Q: 22 clusters Score -5.434729e+07 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 11977 members 
Mstep: Class 7 contains 68753 members 
Mstep: Class 8 contains 10706 members 
Mstep: Class 9 contains 34845 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 32518 members 
Mstep: Class 12 contains 181601 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 169168 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 21842 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 11050 members 
Mstep: Class 20 contains 9593 members 
Mstep: Class 21 contains 20007 members 
Mstep: Class 22 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54356964.000000 Penalty: 45713.320312
Iteration 13Q: 22 clusters Score -5.435696e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 8501 members 
Mstep: Class 3 contains 24652 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 11490 members 
Mstep: Class 7 contains 68955 members 
Mstep: Class 8 contains 10822 members 
Mstep: Class 9 contains 34683 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 31085 members 
Mstep: Class 12 contains 185677 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 169903 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 22065 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 20 contains 8949 members 
Mstep: Class 21 contains 17247 members 
Mstep: Class 22 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54363516.000000 Penalty: 45713.320312
Iteration 14Q: 22 clusters Score -5.436352e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 24312 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 11079 members 
Mstep: Class 7 contains 68916 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 34483 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 29959 members 
Mstep: Class 12 contains 189230 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 170119 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 18 contains 8729 members 
Mstep: Class 19 contains 11667 members 
Mstep: Class 20 contains 8435 members 
Mstep: Class 21 contains 15162 members 
Mstep: Class 22 contains 5774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54367968.000000 Penalty: 45713.320312
Iteration 15Q: 22 clusters Score -5.436797e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 8712 members 
Mstep: Class 3 contains 24018 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 10770 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 10976 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 29061 members 
Mstep: Class 12 contains 192096 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 170026 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 8055 members 
Mstep: Class 21 contains 13760 members 
Mstep: Class 22 contains 5995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54371416.000000 Penalty: 45713.320312
Iteration 16Q: 22 clusters Score -5.437142e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 23696 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 10535 members 
Mstep: Class 7 contains 68514 members 
Mstep: Class 8 contains 11020 members 
Mstep: Class 9 contains 33966 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 28387 members 
Mstep: Class 12 contains 194424 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 169823 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 22401 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 12312 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54373776.000000 Penalty: 45713.320312
Iteration 17Q: 22 clusters Score -5.437378e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 9030 members 
Mstep: Class 3 contains 23400 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 10353 members 
Mstep: Class 7 contains 68239 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 33733 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 27891 members 
Mstep: Class 12 contains 196398 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 169526 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 12587 members 
Mstep: Class 20 contains 7543 members 
Mstep: Class 21 contains 11866 members 
Mstep: Class 22 contains 6263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54375764.000000 Penalty: 45713.320312
Iteration 18Q: 22 clusters Score -5.437576e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 23102 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 67987 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 33509 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 27445 members 
Mstep: Class 12 contains 198076 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 169135 members 
Mstep: Class 15 contains 4667 members 
Mstep: Class 16 contains 22309 members 
Mstep: Class 18 contains 8361 members 
Mstep: Class 19 contains 12923 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 11156 members 
Mstep: Class 22 contains 6346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54377668.000000 Penalty: 45713.320312
Iteration 19Q: 22 clusters Score -5.437767e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 22848 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 67795 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 33298 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 27108 members 
Mstep: Class 12 contains 199490 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 168738 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 22213 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 10562 members 
Mstep: Class 22 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54380420.000000 Penalty: 45713.320312
Iteration 20F: 22 clusters Score -5.438042e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 9568 members 
Mstep: Class 3 contains 22601 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 9527 members 
Mstep: Class 7 contains 67617 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 33076 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 26784 members 
Mstep: Class 12 contains 200627 members 
Mstep: Class 13 contains 5143 members 
Mstep: Class 14 contains 168370 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 22086 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 13418 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 6421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54383828.000000 Penalty: 45713.320312
Iteration 21Q: 22 clusters Score -5.438383e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 22336 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 67433 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 32826 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 26608 members 
Mstep: Class 12 contains 201561 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 168030 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 21946 members 
Mstep: Class 18 contains 7960 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54386040.000000 Penalty: 45713.320312
Iteration 22Q: 22 clusters Score -5.438604e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 9849 members 
Mstep: Class 3 contains 22052 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 67273 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 32503 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 26433 members 
Mstep: Class 12 contains 202391 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 167646 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 13884 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 9402 members 
Mstep: Class 22 contains 6491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54387720.000000 Penalty: 45713.320312
Iteration 23Q: 22 clusters Score -5.438772e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 9997 members 
Mstep: Class 3 contains 21775 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 3663 members 
Mstep: Class 6 contains 8608 members 
Mstep: Class 7 contains 67126 members 
Mstep: Class 8 contains 11195 members 
Mstep: Class 9 contains 32136 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 26278 members 
Mstep: Class 12 contains 203077 members 
Mstep: Class 13 contains 5815 members 
Mstep: Class 14 contains 167296 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 21767 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 14057 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 9147 members 
Mstep: Class 22 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54389636.000000 Penalty: 45713.320312
Iteration 24Q: 22 clusters Score -5.438964e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 21532 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 8438 members 
Mstep: Class 7 contains 66946 members 
Mstep: Class 8 contains 11221 members 
Mstep: Class 9 contains 31741 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 26077 members 
Mstep: Class 12 contains 203700 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 166921 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 21672 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 6701 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 6513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54391372.000000 Penalty: 45713.320312
Iteration 25Q: 22 clusters Score -5.439137e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 10247 members 
Mstep: Class 3 contains 21311 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 8319 members 
Mstep: Class 7 contains 66766 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 31239 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 25880 members 
Mstep: Class 12 contains 204204 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 166531 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 21619 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 8845 members 
Mstep: Class 22 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54392480.000000 Penalty: 45713.320312
Iteration 26Q: 22 clusters Score -5.439248e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 10351 members 
Mstep: Class 3 contains 21126 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 7 contains 66600 members 
Mstep: Class 8 contains 11280 members 
Mstep: Class 9 contains 30688 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 25713 members 
Mstep: Class 12 contains 204596 members 
Mstep: Class 13 contains 7404 members 
Mstep: Class 14 contains 166114 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 14437 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 22 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54393316.000000 Penalty: 45713.320312
Iteration 27Q: 22 clusters Score -5.439332e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 10459 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 8179 members 
Mstep: Class 7 contains 66448 members 
Mstep: Class 8 contains 11335 members 
Mstep: Class 9 contains 30158 members 
Mstep: Class 10 contains 7092 members 
Mstep: Class 11 contains 25576 members 
Mstep: Class 12 contains 204994 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 165680 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 14520 members 
Mstep: Class 20 contains 6512 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 6477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54394316.000000 Penalty: 45713.320312
Iteration 28Q: 22 clusters Score -5.439432e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 20752 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 66306 members 
Mstep: Class 8 contains 11393 members 
Mstep: Class 9 contains 29684 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 25457 members 
Mstep: Class 12 contains 205365 members 
Mstep: Class 13 contains 8687 members 
Mstep: Class 14 contains 165280 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 21496 members 
Mstep: Class 18 contains 7214 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 20 contains 6458 members 
Mstep: Class 21 contains 8653 members 
Mstep: Class 22 contains 6465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54394932.000000 Penalty: 45713.320312
Iteration 29Q: 22 clusters Score -5.439493e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 20613 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 66165 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 29205 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 25370 members 
Mstep: Class 12 contains 205683 members 
Mstep: Class 13 contains 9287 members 
Mstep: Class 14 contains 164912 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 21443 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 14635 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54395536.000000 Penalty: 45713.320312
Iteration 30Q: 22 clusters Score -5.439554e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 20495 members 
Mstep: Class 4 contains 4084 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 8100 members 
Mstep: Class 7 contains 66023 members 
Mstep: Class 8 contains 11478 members 
Mstep: Class 9 contains 28723 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 25280 members 
Mstep: Class 12 contains 206004 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 164529 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 21447 members 
Mstep: Class 18 contains 6958 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 6356 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 6459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54396204.000000 Penalty: 45713.320312
Iteration 31Q: 22 clusters Score -5.43962e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 20379 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 8082 members 
Mstep: Class 7 contains 65917 members 
Mstep: Class 8 contains 11522 members 
Mstep: Class 9 contains 28254 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 25247 members 
Mstep: Class 12 contains 206279 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 164179 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 21444 members 
Mstep: Class 18 contains 6838 members 
Mstep: Class 19 contains 14703 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 8492 members 
Mstep: Class 22 contains 6450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54396944.000000 Penalty: 45713.320312
Iteration 32Q: 22 clusters Score -5.439694e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 8075 members 
Mstep: Class 7 contains 65802 members 
Mstep: Class 8 contains 11561 members 
Mstep: Class 9 contains 27772 members 
Mstep: Class 10 contains 7967 members 
Mstep: Class 11 contains 25228 members 
Mstep: Class 12 contains 206553 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 163937 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 21422 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 14727 members 
Mstep: Class 20 contains 6270 members 
Mstep: Class 21 contains 8447 members 
Mstep: Class 22 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54397328.000000 Penalty: 45713.320312
Iteration 33Q: 22 clusters Score -5.439733e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 10812 members 
Mstep: Class 3 contains 20153 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 8071 members 
Mstep: Class 7 contains 65717 members 
Mstep: Class 8 contains 11602 members 
Mstep: Class 9 contains 27319 members 
Mstep: Class 10 contains 8101 members 
Mstep: Class 11 contains 25220 members 
Mstep: Class 12 contains 206801 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 163742 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 16 contains 21397 members 
Mstep: Class 18 contains 6596 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 6232 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54398132.000000 Penalty: 45713.320312
Iteration 34Q: 22 clusters Score -5.439813e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 10835 members 
Mstep: Class 3 contains 20057 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 4273 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 65629 members 
Mstep: Class 8 contains 11621 members 
Mstep: Class 9 contains 26885 members 
Mstep: Class 10 contains 8212 members 
Mstep: Class 11 contains 25226 members 
Mstep: Class 12 contains 207026 members 
Mstep: Class 13 contains 11742 members 
Mstep: Class 14 contains 163577 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 21383 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 8397 members 
Mstep: Class 22 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54398596.000000 Penalty: 45713.320312
Iteration 35Q: 22 clusters Score -5.43986e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 65555 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 26497 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 25237 members 
Mstep: Class 12 contains 207251 members 
Mstep: Class 13 contains 12057 members 
Mstep: Class 14 contains 163437 members 
Mstep: Class 15 contains 5974 members 
Mstep: Class 16 contains 21358 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 8382 members 
Mstep: Class 22 contains 6431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54398832.000000 Penalty: 45713.320312
Iteration 36Q: 22 clusters Score -5.439883e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 10867 members 
Mstep: Class 3 contains 19904 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 7 contains 65501 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 26116 members 
Mstep: Class 10 contains 8424 members 
Mstep: Class 11 contains 25263 members 
Mstep: Class 12 contains 207472 members 
Mstep: Class 13 contains 12364 members 
Mstep: Class 14 contains 163299 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 21322 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 6427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54399144.000000 Penalty: 45713.320312
Iteration 37Q: 22 clusters Score -5.439914e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 19819 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 65440 members 
Mstep: Class 8 contains 11663 members 
Mstep: Class 9 contains 25789 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 25299 members 
Mstep: Class 12 contains 207651 members 
Mstep: Class 13 contains 12619 members 
Mstep: Class 14 contains 163150 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 21292 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 14892 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 8424 members 
Mstep: Class 22 contains 6424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54399552.000000 Penalty: 45713.320312
Iteration 38Q: 22 clusters Score -5.439955e+07 nChanged 1562
Entering ConstructFrom: 
Score: -54399552.000000 Penalty: 45713.320312
Entering ConstructFrom: 
Trying to split cluster 1 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -1722878.750000 Penalty: 1613.709351
	Iteration 0F: 2 clusters Score -1722879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1708893.500000 Penalty: 3227.418701
	Iteration 0F: 3 clusters Score -1708894 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1714284.250000 Penalty: 3227.418701
	Iteration 1F: 3 clusters Score -1714284 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1714961.750000 Penalty: 3227.418701
	Iteration 2F: 3 clusters Score -1714962 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1715673.875000 Penalty: 3227.418701
	Iteration 3F: 3 clusters Score -1715674 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1716489.625000 Penalty: 3227.418701
	Iteration 4F: 3 clusters Score -1716490 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1717320.875000 Penalty: 3227.418701
	Iteration 5F: 3 clusters Score -1717321 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1718060.125000 Penalty: 3227.418701
	Iteration 6F: 3 clusters Score -1718060 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1718692.500000 Penalty: 3227.418701
	Iteration 7F: 3 clusters Score -1718692 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1719145.375000 Penalty: 3227.418701
	Iteration 8Q: 3 clusters Score -1719145 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1719454.875000 Penalty: 3227.418701
	Iteration 9Q: 3 clusters Score -1719455 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1719638.625000 Penalty: 3227.418701
	Iteration 10Q: 3 clusters Score -1719639 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1719753.125000 Penalty: 3227.418701
	Iteration 11Q: 3 clusters Score -1719753 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1719832.875000 Penalty: 3227.418701
	Iteration 12Q: 3 clusters Score -1719833 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1719887.250000 Penalty: 3227.418701
	Iteration 13Q: 3 clusters Score -1719887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1719925.375000 Penalty: 3227.418701
	Iteration 14Q: 3 clusters Score -1719925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1719947.500000 Penalty: 3227.418701
	Iteration 15Q: 3 clusters Score -1719948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1719957.875000 Penalty: 3227.418701
	Iteration 16Q: 3 clusters Score -1719958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1719966.750000 Penalty: 3227.418701
	Iteration 17Q: 3 clusters Score -1719967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1719982.250000 Penalty: 3227.418701
	Iteration 18Q: 3 clusters Score -1719982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1719992.625000 Penalty: 3227.418701
	Iteration 19Q: 3 clusters Score -1719993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1720000.000000 Penalty: 3227.418701
	Iteration 20F: 3 clusters Score -1720000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1720013.875000 Penalty: 3227.418701
	Iteration 21Q: 3 clusters Score -1720014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1720025.875000 Penalty: 3227.418701
	Iteration 22Q: 3 clusters Score -1720026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1720039.500000 Penalty: 3227.418701
	Iteration 23Q: 3 clusters Score -1720040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1720046.375000 Penalty: 3227.418701
	Iteration 24Q: 3 clusters Score -1720046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1720056.625000 Penalty: 3227.418701
	Iteration 25Q: 3 clusters Score -1720057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1720064.375000 Penalty: 3227.418701
	Iteration 26Q: 3 clusters Score -1720064 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1720080.000000 Penalty: 3227.418701
	Iteration 27Q: 3 clusters Score -1720080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1720092.875000 Penalty: 3227.418701
	Iteration 28Q: 3 clusters Score -1720093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1720101.750000 Penalty: 3227.418701
	Iteration 29Q: 3 clusters Score -1720102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1720105.000000 Penalty: 3227.418701
	Iteration 30Q: 3 clusters Score -1720105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1720112.625000 Penalty: 3227.418701
	Iteration 31Q: 3 clusters Score -1720113 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1720120.625000 Penalty: 3227.418701
	Iteration 32Q: 3 clusters Score -1720121 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1720137.375000 Penalty: 3227.418701
	Iteration 33Q: 3 clusters Score -1720137 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1720160.250000 Penalty: 3227.418701
	Iteration 34Q: 3 clusters Score -1720160 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1720188.125000 Penalty: 3227.418701
	Iteration 35Q: 3 clusters Score -1720188 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 11227 members 
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 11104 members 
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Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10964 members 
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Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10208 members 
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Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9112 members 
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Mstep: Class 1 contains 11588 members 
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Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1721773 nChanged 137
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Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1721825 nChanged 116
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Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1721834 nChanged 97
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Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1721860 nChanged 99
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Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1721878 nChanged 96
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Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1721922 nChanged 116
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1721941 nChanged 112
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1721974 nChanged 122
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Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1722011 nChanged 124
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Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8420 members 
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Mstep: Class 1 contains 11936 members 
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Mstep: Class 1 contains 11800 members 
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Mstep: Class 1 contains 11315 members 
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	Iteration 68Q: 3 clusters Score -1723264 nChanged 381
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Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 9490 members 
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Mstep: Class 1 contains 10855 members 
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Mstep: Class 1 contains 10689 members 
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Mstep: Class 1 contains 10542 members 
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Mstep: Class 1 contains 10432 members 
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	Iteration 73Q: 3 clusters Score -1723904 nChanged 113
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Mstep: Class 1 contains 10329 members 
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Mstep: Class 1 contains 10249 members 
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	Iteration 75Q: 3 clusters Score -1723941 nChanged 78
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Mstep: Class 1 contains 10175 members 
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	Iteration 76Q: 3 clusters Score -1723953 nChanged 69
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Mstep: Class 1 contains 10110 members 
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	Iteration 77Q: 3 clusters Score -1723964 nChanged 59
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Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1723977 nChanged 63
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Mstep: Class 1 contains 9990 members 
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	Iteration 79Q: 3 clusters Score -1723990 nChanged 38
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Mstep: Class 1 contains 9954 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1724000 nChanged 39
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Mstep: Class 1 contains 9915 members 
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Mstep: Class 1 contains 9881 members 
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	Iteration 82Q: 3 clusters Score -1724005 nChanged 35
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Mstep: Class 1 contains 9848 members 
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Mstep: Class 1 contains 9812 members 
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	Iteration 84Q: 3 clusters Score -1724014 nChanged 33
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Mstep: Class 1 contains 9781 members 
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	Iteration 85Q: 3 clusters Score -1724016 nChanged 34
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Mstep: Class 1 contains 9751 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1724023 nChanged 23
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Mstep: Class 1 contains 9728 members 
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Mstep: Class 1 contains 9709 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1724031 nChanged 35
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1724039 nChanged 39
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Mstep: Class 1 contains 9613 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1724049 nChanged 36
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Mstep: Class 1 contains 9577 members 
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	Iteration 92Q: 3 clusters Score -1724052 nChanged 43
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Mstep: Class 1 contains 9534 members 
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Mstep: Class 1 contains 9488 members 
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Mstep: Class 1 contains 9446 members 
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Mstep: Class 1 contains 9406 members 
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Mstep: Class 1 contains 9370 members 
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	Iteration 97Q: 3 clusters Score -1724073 nChanged 32
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Mstep: Class 1 contains 9340 members 
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	Iteration 98Q: 3 clusters Score -1724075 nChanged 32
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Mstep: Class 1 contains 9308 members 
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Mstep: Class 1 contains 9286 members 
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	Iteration 100F: 3 clusters Score -1724084 nChanged 26
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Mstep: Class 1 contains 9260 members 
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	Iteration 101Q: 3 clusters Score -1724088 nChanged 24
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Mstep: Class 1 contains 9236 members 
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	Iteration 102Q: 3 clusters Score -1724085 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9221 members 
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Mstep: Class 1 contains 9207 members 
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	Iteration 104Q: 3 clusters Score -1724083 nChanged 6
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Mstep: Class 1 contains 9201 members 
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	Iteration 105Q: 3 clusters Score -1724083 nChanged 6
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Mstep: Class 1 contains 9195 members 
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	Iteration 106Q: 3 clusters Score -1724084 nChanged 8
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Mstep: Class 1 contains 9187 members 
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	Iteration 107Q: 3 clusters Score -1724083 nChanged 8
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Mstep: Class 1 contains 9179 members 
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	Iteration 108Q: 3 clusters Score -1724089 nChanged 9
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Mstep: Class 1 contains 9170 members 
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	Iteration 109Q: 3 clusters Score -1724091 nChanged 9
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Mstep: Class 1 contains 9161 members 
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	Iteration 110Q: 3 clusters Score -1724092 nChanged 11
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Mstep: Class 1 contains 9150 members 
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	Iteration 111Q: 3 clusters Score -1724096 nChanged 8
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Mstep: Class 1 contains 9142 members 
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	Iteration 112Q: 3 clusters Score -1724092 nChanged 4
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	Iteration 113Q: 3 clusters Score -1724090 nChanged 3
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	Iteration 114Q: 3 clusters Score -1724092 nChanged 2
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	Iteration 115Q: 3 clusters Score -1724090 nChanged 1
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	Iteration 116Q: 3 clusters Score -1724091 nChanged 2
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	Iteration 117Q: 3 clusters Score -1724090 nChanged 3
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	Iteration 118Q: 3 clusters Score -1724089 nChanged 4
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	Iteration 119Q: 3 clusters Score -1724090 nChanged 4
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Mstep: Class 1 contains 9119 members 
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	Iteration 120F: 3 clusters Score -1724094 nChanged 2
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	Iteration 121Q: 3 clusters Score -1724094 nChanged 5
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	Iteration 122Q: 3 clusters Score -1724094 nChanged 9
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	Iteration 123Q: 3 clusters Score -1724093 nChanged 9
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	Iteration 124Q: 3 clusters Score -1724092 nChanged 11
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	Iteration 125Q: 3 clusters Score -1724094 nChanged 9
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	Iteration 126Q: 3 clusters Score -1724097 nChanged 5
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	Iteration 127Q: 3 clusters Score -1724096 nChanged 5
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	Iteration 128Q: 3 clusters Score -1724096 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1724097.125000 Penalty: 3227.418701
	Iteration 129Q: 3 clusters Score -1724097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1724096.375000 Penalty: 3227.418701
	Iteration 130Q: 3 clusters Score -1724096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1724096.375000 Penalty: 3227.418701
	Iteration 131F: 3 clusters Score -1724096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 19733 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Entering Unmasked Estep 
Score: -54400160.000000 Penalty: 47890.144531
Splitting cluster 1 changes total score from -54399552.000000 to -54400160.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (10920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Entering Unmasked Estep 
Score: -914702.375000 Penalty: 1510.982056
	Iteration 0F: 2 clusters Score -914702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -906936.875000 Penalty: 3021.964111
	Iteration 0F: 3 clusters Score -906936.9 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -909586.000000 Penalty: 3021.964111
	Iteration 1F: 3 clusters Score -909586 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -909977.000000 Penalty: 3021.964111
	Iteration 2F: 3 clusters Score -909977 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -910432.625000 Penalty: 3021.964111
	Iteration 3F: 3 clusters Score -910432.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -910937.000000 Penalty: 3021.964111
	Iteration 4F: 3 clusters Score -910937 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -911522.375000 Penalty: 3021.964111
	Iteration 5F: 3 clusters Score -911522.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -912089.437500 Penalty: 3021.964111
	Iteration 6F: 3 clusters Score -912089.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -912621.812500 Penalty: 3021.964111
	Iteration 7F: 3 clusters Score -912621.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -913049.187500 Penalty: 3021.964111
	Iteration 8Q: 3 clusters Score -913049.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -913350.437500 Penalty: 3021.964111
	Iteration 9Q: 3 clusters Score -913350.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -913549.500000 Penalty: 3021.964111
	Iteration 10Q: 3 clusters Score -913549.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -913717.062500 Penalty: 3021.964111
	Iteration 11Q: 3 clusters Score -913717.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -913855.687500 Penalty: 3021.964111
	Iteration 12Q: 3 clusters Score -913855.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -913951.062500 Penalty: 3021.964111
	Iteration 13Q: 3 clusters Score -913951.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -913996.562500 Penalty: 3021.964111
	Iteration 14Q: 3 clusters Score -913996.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -914022.750000 Penalty: 3021.964111
	Iteration 15Q: 3 clusters Score -914022.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -914041.937500 Penalty: 3021.964111
	Iteration 16Q: 3 clusters Score -914041.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -914049.250000 Penalty: 3021.964111
	Iteration 17Q: 3 clusters Score -914049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -914052.562500 Penalty: 3021.964111
	Iteration 18Q: 3 clusters Score -914052.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -914055.187500 Penalty: 3021.964111
	Iteration 19Q: 3 clusters Score -914055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -914057.062500 Penalty: 3021.964111
	Iteration 20F: 3 clusters Score -914057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -914057.687500 Penalty: 3021.964111
	Iteration 21Q: 3 clusters Score -914057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -914057.625000 Penalty: 3021.964111
	Iteration 22Q: 3 clusters Score -914057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -914058.187500 Penalty: 3021.964111
	Iteration 23Q: 3 clusters Score -914058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -914057.437500 Penalty: 3021.964111
	Iteration 24Q: 3 clusters Score -914057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -914059.937500 Penalty: 3021.964111
	Iteration 25Q: 3 clusters Score -914059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -914059.937500 Penalty: 3021.964111
	Iteration 26F: 3 clusters Score -914059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Entering Unmasked Estep 
Score: -1660361.500000 Penalty: 1607.132812
	Iteration 0F: 2 clusters Score -1660362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1646931.750000 Penalty: 3214.265625
	Iteration 0F: 3 clusters Score -1646932 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1652620.125000 Penalty: 3214.265625
	Iteration 1F: 3 clusters Score -1652620 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1653791.750000 Penalty: 3214.265625
	Iteration 2F: 3 clusters Score -1653792 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1655117.000000 Penalty: 3214.265625
	Iteration 3F: 3 clusters Score -1655117 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1656399.375000 Penalty: 3214.265625
	Iteration 4F: 3 clusters Score -1656399 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1657484.750000 Penalty: 3214.265625
	Iteration 5F: 3 clusters Score -1657485 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1658301.625000 Penalty: 3214.265625
	Iteration 6F: 3 clusters Score -1658302 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1658836.000000 Penalty: 3214.265625
	Iteration 7Q: 3 clusters Score -1658836 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1659207.500000 Penalty: 3214.265625
	Iteration 8Q: 3 clusters Score -1659208 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1659463.125000 Penalty: 3214.265625
	Iteration 9Q: 3 clusters Score -1659463 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1659661.375000 Penalty: 3214.265625
	Iteration 10Q: 3 clusters Score -1659661 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1659836.125000 Penalty: 3214.265625
	Iteration 11Q: 3 clusters Score -1659836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1659964.500000 Penalty: 3214.265625
	Iteration 12Q: 3 clusters Score -1659964 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1660075.875000 Penalty: 3214.265625
	Iteration 13Q: 3 clusters Score -1660076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1660167.250000 Penalty: 3214.265625
	Iteration 14Q: 3 clusters Score -1660167 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1660232.125000 Penalty: 3214.265625
	Iteration 15Q: 3 clusters Score -1660232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1660283.500000 Penalty: 3214.265625
	Iteration 16Q: 3 clusters Score -1660284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1660321.250000 Penalty: 3214.265625
	Iteration 17Q: 3 clusters Score -1660321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1660342.125000 Penalty: 3214.265625
	Iteration 18Q: 3 clusters Score -1660342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1660354.125000 Penalty: 3214.265625
	Iteration 19Q: 3 clusters Score -1660354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1660356.000000 Penalty: 3214.265625
	Iteration 20F: 3 clusters Score -1660356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1660368.500000 Penalty: 3214.265625
	Iteration 21Q: 3 clusters Score -1660368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1660366.500000 Penalty: 3214.265625
	Iteration 22Q: 3 clusters Score -1660366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1660369.250000 Penalty: 3214.265625
	Iteration 23Q: 3 clusters Score -1660369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1660374.000000 Penalty: 3214.265625
	Iteration 24Q: 3 clusters Score -1660374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1660372.625000 Penalty: 3214.265625
	Iteration 25Q: 3 clusters Score -1660373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1660373.500000 Penalty: 3214.265625
	Iteration 26Q: 3 clusters Score -1660374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1660372.625000 Penalty: 3214.265625
	Iteration 27Q: 3 clusters Score -1660373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1660372.625000 Penalty: 3214.265625
	Iteration 28F: 3 clusters Score -1660373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Entering Unmasked Estep 
Score: -54399604.000000 Penalty: 50066.968750
Splitting cluster 3 changes total score from -54399552.000000 to -54399604.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -328569.531250 Penalty: 1356.675903
	Iteration 0F: 2 clusters Score -328569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -325110.218750 Penalty: 2713.351807
	Iteration 0F: 3 clusters Score -325110.2 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -326155.281250 Penalty: 2713.351807
	Iteration 1F: 3 clusters Score -326155.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -326446.218750 Penalty: 2713.351807
	Iteration 2F: 3 clusters Score -326446.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -326689.968750 Penalty: 2713.351807
	Iteration 3F: 3 clusters Score -326690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -326943.750000 Penalty: 2713.351807
	Iteration 4F: 3 clusters Score -326943.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -327135.312500 Penalty: 2713.351807
	Iteration 5F: 3 clusters Score -327135.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -327285.062500 Penalty: 2713.351807
	Iteration 6Q: 3 clusters Score -327285.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -327422.750000 Penalty: 2713.351807
	Iteration 7Q: 3 clusters Score -327422.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -327564.875000 Penalty: 2713.351807
	Iteration 8Q: 3 clusters Score -327564.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -327676.156250 Penalty: 2713.351807
	Iteration 9Q: 3 clusters Score -327676.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -327765.062500 Penalty: 2713.351807
	Iteration 10Q: 3 clusters Score -327765.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -327824.437500 Penalty: 2713.351807
	Iteration 11Q: 3 clusters Score -327824.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -327867.500000 Penalty: 2713.351807
	Iteration 12Q: 3 clusters Score -327867.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -327910.375000 Penalty: 2713.351807
	Iteration 13Q: 3 clusters Score -327910.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -327941.343750 Penalty: 2713.351807
	Iteration 14Q: 3 clusters Score -327941.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -327959.156250 Penalty: 2713.351807
	Iteration 15Q: 3 clusters Score -327959.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -327986.906250 Penalty: 2713.351807
	Iteration 16Q: 3 clusters Score -327986.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -328009.750000 Penalty: 2713.351807
	Iteration 17Q: 3 clusters Score -328009.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -328032.062500 Penalty: 2713.351807
	Iteration 18Q: 3 clusters Score -328032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -328054.500000 Penalty: 2713.351807
	Iteration 19Q: 3 clusters Score -328054.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -328069.218750 Penalty: 2713.351807
	Iteration 20F: 3 clusters Score -328069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -328082.718750 Penalty: 2713.351807
	Iteration 21Q: 3 clusters Score -328082.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -328104.125000 Penalty: 2713.351807
	Iteration 22Q: 3 clusters Score -328104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -328125.125000 Penalty: 2713.351807
	Iteration 23Q: 3 clusters Score -328125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -328136.687500 Penalty: 2713.351807
	Iteration 24Q: 3 clusters Score -328136.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -328146.781250 Penalty: 2713.351807
	Iteration 25Q: 3 clusters Score -328146.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -328153.156250 Penalty: 2713.351807
	Iteration 26Q: 3 clusters Score -328153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -328157.468750 Penalty: 2713.351807
	Iteration 27Q: 3 clusters Score -328157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -328160.781250 Penalty: 2713.351807
	Iteration 28Q: 3 clusters Score -328160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -328164.000000 Penalty: 2713.351807
	Iteration 29Q: 3 clusters Score -328164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -328168.031250 Penalty: 2713.351807
	Iteration 30Q: 3 clusters Score -328168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -328169.562500 Penalty: 2713.351807
	Iteration 31Q: 3 clusters Score -328169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -328169.468750 Penalty: 2713.351807
	Iteration 32Q: 3 clusters Score -328169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -328170.781250 Penalty: 2713.351807
	Iteration 33Q: 3 clusters Score -328170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -328170.906250 Penalty: 2713.351807
	Iteration 34Q: 3 clusters Score -328170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -328171.500000 Penalty: 2713.351807
	Iteration 35Q: 3 clusters Score -328171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -328171.500000 Penalty: 2713.351807
	Iteration 36F: 3 clusters Score -328171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Entering Unmasked Estep 
Score: -302021.281250 Penalty: 1361.264282
	Iteration 0F: 2 clusters Score -302021.3 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 2168 members 
Entering Unmasked Estep 
Score: -298517.625000 Penalty: 2722.528564
	Iteration 0F: 3 clusters Score -298517.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -299920.750000 Penalty: 2722.528564
	Iteration 1F: 3 clusters Score -299920.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -300502.937500 Penalty: 2722.528564
	Iteration 2F: 3 clusters Score -300502.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -300929.906250 Penalty: 2722.528564
	Iteration 3F: 3 clusters Score -300929.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -301234.687500 Penalty: 2722.528564
	Iteration 4F: 3 clusters Score -301234.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -301457.875000 Penalty: 2722.528564
	Iteration 5F: 3 clusters Score -301457.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -301660.125000 Penalty: 2722.528564
	Iteration 6Q: 3 clusters Score -301660.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -301823.968750 Penalty: 2722.528564
	Iteration 7Q: 3 clusters Score -301824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -301967.406250 Penalty: 2722.528564
	Iteration 8Q: 3 clusters Score -301967.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -302105.968750 Penalty: 2722.528564
	Iteration 9Q: 3 clusters Score -302106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -302249.375000 Penalty: 2722.528564
	Iteration 10Q: 3 clusters Score -302249.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -302357.750000 Penalty: 2722.528564
	Iteration 11Q: 3 clusters Score -302357.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -302447.093750 Penalty: 2722.528564
	Iteration 12Q: 3 clusters Score -302447.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -302503.343750 Penalty: 2722.528564
	Iteration 13Q: 3 clusters Score -302503.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -302537.000000 Penalty: 2722.528564
	Iteration 14Q: 3 clusters Score -302537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -302576.500000 Penalty: 2722.528564
	Iteration 15Q: 3 clusters Score -302576.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -302650.906250 Penalty: 2722.528564
	Iteration 16Q: 3 clusters Score -302650.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -302723.031250 Penalty: 2722.528564
	Iteration 17Q: 3 clusters Score -302723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -302769.500000 Penalty: 2722.528564
	Iteration 18Q: 3 clusters Score -302769.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -302817.031250 Penalty: 2722.528564
	Iteration 19Q: 3 clusters Score -302817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -302846.468750 Penalty: 2722.528564
	Iteration 20F: 3 clusters Score -302846.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -302868.281250 Penalty: 2722.528564
	Iteration 21Q: 3 clusters Score -302868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -302889.375000 Penalty: 2722.528564
	Iteration 22Q: 3 clusters Score -302889.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -302907.468750 Penalty: 2722.528564
	Iteration 23Q: 3 clusters Score -302907.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -302926.906250 Penalty: 2722.528564
	Iteration 24Q: 3 clusters Score -302926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -302940.593750 Penalty: 2722.528564
	Iteration 25Q: 3 clusters Score -302940.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -302952.875000 Penalty: 2722.528564
	Iteration 26Q: 3 clusters Score -302952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -302965.000000 Penalty: 2722.528564
	Iteration 27Q: 3 clusters Score -302965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -302971.468750 Penalty: 2722.528564
	Iteration 28Q: 3 clusters Score -302971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -302975.718750 Penalty: 2722.528564
	Iteration 29Q: 3 clusters Score -302975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -302976.343750 Penalty: 2722.528564
	Iteration 30Q: 3 clusters Score -302976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -302978.531250 Penalty: 2722.528564
	Iteration 31Q: 3 clusters Score -302978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302979.500000 Penalty: 2722.528564
	Iteration 32Q: 3 clusters Score -302979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -302980.593750 Penalty: 2722.528564
	Iteration 33Q: 3 clusters Score -302980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -302982.312500 Penalty: 2722.528564
	Iteration 34Q: 3 clusters Score -302982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -302982.781250 Penalty: 2722.528564
	Iteration 35Q: 3 clusters Score -302982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -302983.343750 Penalty: 2722.528564
	Iteration 36Q: 3 clusters Score -302983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -302983.343750 Penalty: 2722.528564
	Iteration 37F: 3 clusters Score -302983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 2707 members 
Entering Unmasked Estep 
Score: -54399688.000000 Penalty: 52243.792969
Splitting cluster 5 changes total score from -54399552.000000 to -54399688.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -634517.812500 Penalty: 1461.270508
	Iteration 0F: 2 clusters Score -634517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -628621.062500 Penalty: 2922.541016
	Iteration 0F: 3 clusters Score -628621.1 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -630807.875000 Penalty: 2922.541016
	Iteration 1F: 3 clusters Score -630807.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -631873.312500 Penalty: 2922.541016
	Iteration 2F: 3 clusters Score -631873.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -633612.062500 Penalty: 2922.541016
	Iteration 3F: 3 clusters Score -633612.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -635363.937500 Penalty: 2922.541016
	Iteration 4F: 3 clusters Score -635363.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -636492.562500 Penalty: 2922.541016
	Iteration 5F: 3 clusters Score -636492.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -637196.750000 Penalty: 2922.541016
	Iteration 6Q: 3 clusters Score -637196.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -637595.687500 Penalty: 2922.541016
	Iteration 7Q: 3 clusters Score -637595.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -637824.562500 Penalty: 2922.541016
	Iteration 8Q: 3 clusters Score -637824.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -637947.000000 Penalty: 2922.541016
	Iteration 9Q: 3 clusters Score -637947 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -638001.187500 Penalty: 2922.541016
	Iteration 10Q: 3 clusters Score -638001.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -638029.562500 Penalty: 2922.541016
	Iteration 11Q: 3 clusters Score -638029.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -638053.750000 Penalty: 2922.541016
	Iteration 12Q: 3 clusters Score -638053.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -638076.625000 Penalty: 2922.541016
	Iteration 13Q: 3 clusters Score -638076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -638094.875000 Penalty: 2922.541016
	Iteration 14Q: 3 clusters Score -638094.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -638118.812500 Penalty: 2922.541016
	Iteration 15Q: 3 clusters Score -638118.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -638148.937500 Penalty: 2922.541016
	Iteration 16Q: 3 clusters Score -638148.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -638195.937500 Penalty: 2922.541016
	Iteration 17Q: 3 clusters Score -638195.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -638298.125000 Penalty: 2922.541016
	Iteration 18Q: 3 clusters Score -638298.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -638552.500000 Penalty: 2922.541016
	Iteration 19Q: 3 clusters Score -638552.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -639070.437500 Penalty: 2922.541016
	Iteration 20F: 3 clusters Score -639070.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -639561.375000 Penalty: 2922.541016
	Iteration 21Q: 3 clusters Score -639561.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -639627.875000 Penalty: 2922.541016
	Iteration 22Q: 3 clusters Score -639627.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -639638.000000 Penalty: 2922.541016
	Iteration 23Q: 3 clusters Score -639638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -639641.687500 Penalty: 2922.541016
	Iteration 24Q: 3 clusters Score -639641.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -639643.250000 Penalty: 2922.541016
	Iteration 25Q: 3 clusters Score -639643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -639645.437500 Penalty: 2922.541016
	Iteration 26Q: 3 clusters Score -639645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -639645.687500 Penalty: 2922.541016
	Iteration 27Q: 3 clusters Score -639645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -639645.687500 Penalty: 2922.541016
	Iteration 28F: 3 clusters Score -639645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 11682 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 3692 members 
Entering Unmasked Estep 
Score: -54403976.000000 Penalty: 54420.617188
Splitting cluster 6 changes total score from -54399552.000000 to -54403976.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (65402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Entering Unmasked Estep 
Score: -5613454.500000 Penalty: 1801.850098
	Iteration 0F: 2 clusters Score -5613454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5569696.500000 Penalty: 3603.700195
	Iteration 0F: 3 clusters Score -5569696 nChanged 30884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5587259.500000 Penalty: 3603.700195
	Iteration 1F: 3 clusters Score -5587260 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5588101.500000 Penalty: 3603.700195
	Iteration 2Q: 3 clusters Score -5588102 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5589244.000000 Penalty: 3603.700195
	Iteration 3Q: 3 clusters Score -5589244 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5591093.000000 Penalty: 3603.700195
	Iteration 4F: 3 clusters Score -5591093 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5594140.500000 Penalty: 3603.700195
	Iteration 5F: 3 clusters Score -5594140 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -5598601.500000 Penalty: 3603.700195
	Iteration 6F: 3 clusters Score -5598602 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -5604015.000000 Penalty: 3603.700195
	Iteration 7F: 3 clusters Score -5604015 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -5608419.500000 Penalty: 3603.700195
	Iteration 8F: 3 clusters Score -5608420 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -5610781.000000 Penalty: 3603.700195
	Iteration 9Q: 3 clusters Score -5610781 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -5611771.000000 Penalty: 3603.700195
	Iteration 10Q: 3 clusters Score -5611771 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -5612292.500000 Penalty: 3603.700195
	Iteration 11Q: 3 clusters Score -5612292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -5612497.500000 Penalty: 3603.700195
	Iteration 12Q: 3 clusters Score -5612498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -5612574.000000 Penalty: 3603.700195
	Iteration 13Q: 3 clusters Score -5612574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -5612618.000000 Penalty: 3603.700195
	Iteration 14Q: 3 clusters Score -5612618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -5612626.500000 Penalty: 3603.700195
	Iteration 15Q: 3 clusters Score -5612626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -5612646.000000 Penalty: 3603.700195
	Iteration 16Q: 3 clusters Score -5612646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -5612651.500000 Penalty: 3603.700195
	Iteration 17Q: 3 clusters Score -5612652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -5612647.500000 Penalty: 3603.700195
	Iteration 18Q: 3 clusters Score -5612648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -5612650.500000 Penalty: 3603.700195
	Iteration 19Q: 3 clusters Score -5612650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -5612660.500000 Penalty: 3603.700195
	Iteration 20F: 3 clusters Score -5612660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -5612658.500000 Penalty: 3603.700195
	Iteration 21Q: 3 clusters Score -5612658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -5612665.000000 Penalty: 3603.700195
	Iteration 22Q: 3 clusters Score -5612665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -5612677.500000 Penalty: 3603.700195
	Iteration 23Q: 3 clusters Score -5612678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -5612684.500000 Penalty: 3603.700195
	Iteration 24Q: 3 clusters Score -5612684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -5612693.000000 Penalty: 3603.700195
	Iteration 25Q: 3 clusters Score -5612693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -5612692.000000 Penalty: 3603.700195
	Iteration 26Q: 3 clusters Score -5612692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -5612696.500000 Penalty: 3603.700195
	Iteration 27Q: 3 clusters Score -5612696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -5612701.500000 Penalty: 3603.700195
	Iteration 28Q: 3 clusters Score -5612702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -5612710.000000 Penalty: 3603.700195
	Iteration 29Q: 3 clusters Score -5612710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -5612704.000000 Penalty: 3603.700195
	Iteration 30Q: 3 clusters Score -5612704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -5612702.500000 Penalty: 3603.700195
	Iteration 31Q: 3 clusters Score -5612702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -5612705.500000 Penalty: 3603.700195
	Iteration 32Q: 3 clusters Score -5612706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -5612705.000000 Penalty: 3603.700195
	Iteration 33Q: 3 clusters Score -5612705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -5612706.000000 Penalty: 3603.700195
	Iteration 34Q: 3 clusters Score -5612706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -5612705.000000 Penalty: 3603.700195
	Iteration 35Q: 3 clusters Score -5612705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -5612705.000000 Penalty: 3603.700195
	Iteration 36F: 3 clusters Score -5612705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Entering Unmasked Estep 
Score: -968243.125000 Penalty: 1521.943237
	Iteration 0F: 2 clusters Score -968243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -960023.750000 Penalty: 3043.886475
	Iteration 0F: 3 clusters Score -960023.8 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -963100.250000 Penalty: 3043.886475
	Iteration 1F: 3 clusters Score -963100.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -963667.875000 Penalty: 3043.886475
	Iteration 2F: 3 clusters Score -963667.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -964244.750000 Penalty: 3043.886475
	Iteration 3F: 3 clusters Score -964244.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -964777.187500 Penalty: 3043.886475
	Iteration 4F: 3 clusters Score -964777.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -965315.375000 Penalty: 3043.886475
	Iteration 5F: 3 clusters Score -965315.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -965841.750000 Penalty: 3043.886475
	Iteration 6F: 3 clusters Score -965841.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -966356.125000 Penalty: 3043.886475
	Iteration 7F: 3 clusters Score -966356.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -966852.562500 Penalty: 3043.886475
	Iteration 8Q: 3 clusters Score -966852.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -967225.500000 Penalty: 3043.886475
	Iteration 9Q: 3 clusters Score -967225.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -967489.625000 Penalty: 3043.886475
	Iteration 10Q: 3 clusters Score -967489.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -967698.250000 Penalty: 3043.886475
	Iteration 11Q: 3 clusters Score -967698.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -967869.250000 Penalty: 3043.886475
	Iteration 12Q: 3 clusters Score -967869.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -968008.500000 Penalty: 3043.886475
	Iteration 13Q: 3 clusters Score -968008.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -968152.312500 Penalty: 3043.886475
	Iteration 14Q: 3 clusters Score -968152.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -968313.000000 Penalty: 3043.886475
	Iteration 15Q: 3 clusters Score -968313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -968507.875000 Penalty: 3043.886475
	Iteration 16Q: 3 clusters Score -968507.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -968687.000000 Penalty: 3043.886475
	Iteration 17Q: 3 clusters Score -968687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -968836.937500 Penalty: 3043.886475
	Iteration 18Q: 3 clusters Score -968836.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -968896.312500 Penalty: 3043.886475
	Iteration 19Q: 3 clusters Score -968896.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -968915.312500 Penalty: 3043.886475
	Iteration 20F: 3 clusters Score -968915.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -968929.312500 Penalty: 3043.886475
	Iteration 21Q: 3 clusters Score -968929.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -968935.812500 Penalty: 3043.886475
	Iteration 22Q: 3 clusters Score -968935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -968939.500000 Penalty: 3043.886475
	Iteration 23Q: 3 clusters Score -968939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -968944.937500 Penalty: 3043.886475
	Iteration 24Q: 3 clusters Score -968944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -968946.687500 Penalty: 3043.886475
	Iteration 25Q: 3 clusters Score -968946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -968947.125000 Penalty: 3043.886475
	Iteration 26Q: 3 clusters Score -968947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -968948.250000 Penalty: 3043.886475
	Iteration 27Q: 3 clusters Score -968948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -968949.562500 Penalty: 3043.886475
	Iteration 28Q: 3 clusters Score -968949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -968949.812500 Penalty: 3043.886475
	Iteration 29Q: 3 clusters Score -968949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -968949.687500 Penalty: 3043.886475
	Iteration 30Q: 3 clusters Score -968949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -968949.687500 Penalty: 3043.886475
	Iteration 31F: 3 clusters Score -968949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 9884 members 
Entering Unmasked Estep 
Score: -54404104.000000 Penalty: 56597.441406
Splitting cluster 8 changes total score from -54399552.000000 to -54404104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (25495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Entering Unmasked Estep 
Score: -2175606.750000 Penalty: 1648.763550
	Iteration 0F: 2 clusters Score -2175607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2158421.750000 Penalty: 3297.527100
	Iteration 0F: 3 clusters Score -2158422 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2164715.500000 Penalty: 3297.527100
	Iteration 1F: 3 clusters Score -2164716 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2165219.500000 Penalty: 3297.527100
	Iteration 2F: 3 clusters Score -2165220 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2165681.000000 Penalty: 3297.527100
	Iteration 3Q: 3 clusters Score -2165681 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2166153.000000 Penalty: 3297.527100
	Iteration 4Q: 3 clusters Score -2166153 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2166730.250000 Penalty: 3297.527100
	Iteration 5Q: 3 clusters Score -2166730 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2167404.750000 Penalty: 3297.527100
	Iteration 6Q: 3 clusters Score -2167405 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2168168.000000 Penalty: 3297.527100
	Iteration 7Q: 3 clusters Score -2168168 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2168978.500000 Penalty: 3297.527100
	Iteration 8F: 3 clusters Score -2168978 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2169735.250000 Penalty: 3297.527100
	Iteration 9Q: 3 clusters Score -2169735 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2170381.250000 Penalty: 3297.527100
	Iteration 10Q: 3 clusters Score -2170381 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2170909.250000 Penalty: 3297.527100
	Iteration 11Q: 3 clusters Score -2170909 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2171271.250000 Penalty: 3297.527100
	Iteration 12Q: 3 clusters Score -2171271 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2171499.500000 Penalty: 3297.527100
	Iteration 13Q: 3 clusters Score -2171500 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2171635.250000 Penalty: 3297.527100
	Iteration 14Q: 3 clusters Score -2171635 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2171760.500000 Penalty: 3297.527100
	Iteration 15Q: 3 clusters Score -2171760 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2171857.000000 Penalty: 3297.527100
	Iteration 16Q: 3 clusters Score -2171857 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2171948.500000 Penalty: 3297.527100
	Iteration 17Q: 3 clusters Score -2171948 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2172009.750000 Penalty: 3297.527100
	Iteration 18Q: 3 clusters Score -2172010 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2172058.750000 Penalty: 3297.527100
	Iteration 19Q: 3 clusters Score -2172059 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2172099.250000 Penalty: 3297.527100
	Iteration 20F: 3 clusters Score -2172099 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2172135.000000 Penalty: 3297.527100
	Iteration 21Q: 3 clusters Score -2172135 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2172192.500000 Penalty: 3297.527100
	Iteration 22Q: 3 clusters Score -2172192 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2172214.250000 Penalty: 3297.527100
	Iteration 23Q: 3 clusters Score -2172214 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2172244.500000 Penalty: 3297.527100
	Iteration 24Q: 3 clusters Score -2172244 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2172275.250000 Penalty: 3297.527100
	Iteration 25Q: 3 clusters Score -2172275 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2172303.000000 Penalty: 3297.527100
	Iteration 26Q: 3 clusters Score -2172303 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2172327.500000 Penalty: 3297.527100
	Iteration 27Q: 3 clusters Score -2172328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2172349.250000 Penalty: 3297.527100
	Iteration 28Q: 3 clusters Score -2172349 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2172360.750000 Penalty: 3297.527100
	Iteration 29Q: 3 clusters Score -2172361 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2172376.750000 Penalty: 3297.527100
	Iteration 30Q: 3 clusters Score -2172377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2172388.750000 Penalty: 3297.527100
	Iteration 31Q: 3 clusters Score -2172389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2172412.250000 Penalty: 3297.527100
	Iteration 32Q: 3 clusters Score -2172412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2172420.250000 Penalty: 3297.527100
	Iteration 33Q: 3 clusters Score -2172420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2172435.750000 Penalty: 3297.527100
	Iteration 34Q: 3 clusters Score -2172436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2172450.000000 Penalty: 3297.527100
	Iteration 35Q: 3 clusters Score -2172450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2172462.500000 Penalty: 3297.527100
	Iteration 36Q: 3 clusters Score -2172462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2172469.000000 Penalty: 3297.527100
	Iteration 37Q: 3 clusters Score -2172469 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2172480.000000 Penalty: 3297.527100
	Iteration 38Q: 3 clusters Score -2172480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2172505.000000 Penalty: 3297.527100
	Iteration 39Q: 3 clusters Score -2172505 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2172516.750000 Penalty: 3297.527100
	Iteration 40F: 3 clusters Score -2172517 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2172529.000000 Penalty: 3297.527100
	Iteration 41Q: 3 clusters Score -2172529 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2172544.250000 Penalty: 3297.527100
	Iteration 42Q: 3 clusters Score -2172544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2172554.500000 Penalty: 3297.527100
	Iteration 43Q: 3 clusters Score -2172554 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2172567.250000 Penalty: 3297.527100
	Iteration 44Q: 3 clusters Score -2172567 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2172573.750000 Penalty: 3297.527100
	Iteration 45Q: 3 clusters Score -2172574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2172584.000000 Penalty: 3297.527100
	Iteration 46Q: 3 clusters Score -2172584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2172589.500000 Penalty: 3297.527100
	Iteration 47Q: 3 clusters Score -2172590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2172608.750000 Penalty: 3297.527100
	Iteration 48Q: 3 clusters Score -2172609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2172611.500000 Penalty: 3297.527100
	Iteration 49Q: 3 clusters Score -2172612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2172627.750000 Penalty: 3297.527100
	Iteration 50Q: 3 clusters Score -2172628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2172646.500000 Penalty: 3297.527100
	Iteration 51Q: 3 clusters Score -2172646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2172668.250000 Penalty: 3297.527100
	Iteration 52Q: 3 clusters Score -2172668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2172676.500000 Penalty: 3297.527100
	Iteration 53Q: 3 clusters Score -2172676 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2172688.500000 Penalty: 3297.527100
	Iteration 54Q: 3 clusters Score -2172688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2172710.500000 Penalty: 3297.527100
	Iteration 55Q: 3 clusters Score -2172710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2172731.500000 Penalty: 3297.527100
	Iteration 56Q: 3 clusters Score -2172732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2172759.000000 Penalty: 3297.527100
	Iteration 57Q: 3 clusters Score -2172759 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2172785.250000 Penalty: 3297.527100
	Iteration 58Q: 3 clusters Score -2172785 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2172812.250000 Penalty: 3297.527100
	Iteration 59Q: 3 clusters Score -2172812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2172842.750000 Penalty: 3297.527100
	Iteration 60F: 3 clusters Score -2172843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2172861.750000 Penalty: 3297.527100
	Iteration 61Q: 3 clusters Score -2172862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2172913.250000 Penalty: 3297.527100
	Iteration 62Q: 3 clusters Score -2172913 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2172947.250000 Penalty: 3297.527100
	Iteration 63Q: 3 clusters Score -2172947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2173002.500000 Penalty: 3297.527100
	Iteration 64Q: 3 clusters Score -2173002 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2173052.000000 Penalty: 3297.527100
	Iteration 65Q: 3 clusters Score -2173052 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2173112.750000 Penalty: 3297.527100
	Iteration 66Q: 3 clusters Score -2173113 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2173171.250000 Penalty: 3297.527100
	Iteration 67Q: 3 clusters Score -2173171 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2173256.000000 Penalty: 3297.527100
	Iteration 68Q: 3 clusters Score -2173256 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2173370.250000 Penalty: 3297.527100
	Iteration 69Q: 3 clusters Score -2173370 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2173546.000000 Penalty: 3297.527100
	Iteration 70Q: 3 clusters Score -2173546 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2173799.500000 Penalty: 3297.527100
	Iteration 71Q: 3 clusters Score -2173800 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2174237.500000 Penalty: 3297.527100
	Iteration 72Q: 3 clusters Score -2174238 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2174532.500000 Penalty: 3297.527100
	Iteration 73Q: 3 clusters Score -2174532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2174682.250000 Penalty: 3297.527100
	Iteration 74Q: 3 clusters Score -2174682 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2174769.750000 Penalty: 3297.527100
	Iteration 75Q: 3 clusters Score -2174770 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2174805.750000 Penalty: 3297.527100
	Iteration 76Q: 3 clusters Score -2174806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2174820.750000 Penalty: 3297.527100
	Iteration 77Q: 3 clusters Score -2174821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2174849.000000 Penalty: 3297.527100
	Iteration 78Q: 3 clusters Score -2174849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2174858.000000 Penalty: 3297.527100
	Iteration 79Q: 3 clusters Score -2174858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2174871.250000 Penalty: 3297.527100
	Iteration 80F: 3 clusters Score -2174871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2174879.250000 Penalty: 3297.527100
	Iteration 81Q: 3 clusters Score -2174879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2174891.250000 Penalty: 3297.527100
	Iteration 82Q: 3 clusters Score -2174891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2174895.750000 Penalty: 3297.527100
	Iteration 83Q: 3 clusters Score -2174896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2174906.000000 Penalty: 3297.527100
	Iteration 84Q: 3 clusters Score -2174906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2174912.250000 Penalty: 3297.527100
	Iteration 85Q: 3 clusters Score -2174912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2174917.250000 Penalty: 3297.527100
	Iteration 86Q: 3 clusters Score -2174917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2174922.250000 Penalty: 3297.527100
	Iteration 87Q: 3 clusters Score -2174922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2174926.500000 Penalty: 3297.527100
	Iteration 88Q: 3 clusters Score -2174926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2174932.000000 Penalty: 3297.527100
	Iteration 89Q: 3 clusters Score -2174932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2174938.000000 Penalty: 3297.527100
	Iteration 90Q: 3 clusters Score -2174938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2174941.750000 Penalty: 3297.527100
	Iteration 91Q: 3 clusters Score -2174942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2174946.750000 Penalty: 3297.527100
	Iteration 92Q: 3 clusters Score -2174947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2174949.750000 Penalty: 3297.527100
	Iteration 93Q: 3 clusters Score -2174950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2174952.250000 Penalty: 3297.527100
	Iteration 94Q: 3 clusters Score -2174952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2174956.750000 Penalty: 3297.527100
	Iteration 95Q: 3 clusters Score -2174957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2174966.500000 Penalty: 3297.527100
	Iteration 96Q: 3 clusters Score -2174966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2174974.500000 Penalty: 3297.527100
	Iteration 97Q: 3 clusters Score -2174974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2174974.000000 Penalty: 3297.527100
	Iteration 98Q: 3 clusters Score -2174974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2174985.500000 Penalty: 3297.527100
	Iteration 99Q: 3 clusters Score -2174986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2174990.750000 Penalty: 3297.527100
	Iteration 100F: 3 clusters Score -2174991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2174992.250000 Penalty: 3297.527100
	Iteration 101Q: 3 clusters Score -2174992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2174998.250000 Penalty: 3297.527100
	Iteration 102Q: 3 clusters Score -2174998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2174999.750000 Penalty: 3297.527100
	Iteration 103Q: 3 clusters Score -2175000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2175004.750000 Penalty: 3297.527100
	Iteration 104Q: 3 clusters Score -2175005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2175009.250000 Penalty: 3297.527100
	Iteration 105Q: 3 clusters Score -2175009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2175006.250000 Penalty: 3297.527100
	Iteration 106Q: 3 clusters Score -2175006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2175007.250000 Penalty: 3297.527100
	Iteration 107Q: 3 clusters Score -2175007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2175003.250000 Penalty: 3297.527100
	Iteration 108Q: 3 clusters Score -2175003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2175011.750000 Penalty: 3297.527100
	Iteration 109Q: 3 clusters Score -2175012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2175011.250000 Penalty: 3297.527100
	Iteration 110Q: 3 clusters Score -2175011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2175019.500000 Penalty: 3297.527100
	Iteration 111Q: 3 clusters Score -2175020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2175019.500000 Penalty: 3297.527100
	Iteration 112Q: 3 clusters Score -2175020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2175021.750000 Penalty: 3297.527100
	Iteration 113Q: 3 clusters Score -2175022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2175024.500000 Penalty: 3297.527100
	Iteration 114Q: 3 clusters Score -2175024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2175021.750000 Penalty: 3297.527100
	Iteration 115Q: 3 clusters Score -2175022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2175026.500000 Penalty: 3297.527100
	Iteration 116Q: 3 clusters Score -2175026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2175023.250000 Penalty: 3297.527100
	Iteration 117Q: 3 clusters Score -2175023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2175025.750000 Penalty: 3297.527100
	Iteration 118Q: 3 clusters Score -2175026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2175028.000000 Penalty: 3297.527100
	Iteration 119Q: 3 clusters Score -2175028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2175025.500000 Penalty: 3297.527100
	Iteration 120F: 3 clusters Score -2175026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2175028.250000 Penalty: 3297.527100
	Iteration 121Q: 3 clusters Score -2175028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2175028.250000 Penalty: 3297.527100
	Iteration 122Q: 3 clusters Score -2175028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2175029.500000 Penalty: 3297.527100
	Iteration 123Q: 3 clusters Score -2175030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2175032.750000 Penalty: 3297.527100
	Iteration 124Q: 3 clusters Score -2175033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2175031.750000 Penalty: 3297.527100
	Iteration 125Q: 3 clusters Score -2175032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2175032.750000 Penalty: 3297.527100
	Iteration 126Q: 3 clusters Score -2175033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2175033.500000 Penalty: 3297.527100
	Iteration 127Q: 3 clusters Score -2175034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2175034.250000 Penalty: 3297.527100
	Iteration 128Q: 3 clusters Score -2175034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2175035.750000 Penalty: 3297.527100
	Iteration 129Q: 3 clusters Score -2175036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2175033.250000 Penalty: 3297.527100
	Iteration 130Q: 3 clusters Score -2175033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2175035.250000 Penalty: 3297.527100
	Iteration 131Q: 3 clusters Score -2175035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175036.500000 Penalty: 3297.527100
	Iteration 132Q: 3 clusters Score -2175036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175035.750000 Penalty: 3297.527100
	Iteration 133Q: 3 clusters Score -2175036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175035.500000 Penalty: 3297.527100
	Iteration 134Q: 3 clusters Score -2175036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175033.250000 Penalty: 3297.527100
	Iteration 135Q: 3 clusters Score -2175033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175036.250000 Penalty: 3297.527100
	Iteration 136Q: 3 clusters Score -2175036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2175036.250000 Penalty: 3297.527100
	Iteration 137F: 3 clusters Score -2175036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -708350.250000 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -708350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -702221.500000 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -702221.5 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -705464.312500 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -705464.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -706993.000000 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -706993 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -708238.812500 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -708238.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -708893.437500 Penalty: 2943.738037
	Iteration 4F: 3 clusters Score -708893.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -709112.875000 Penalty: 2943.738037
	Iteration 5Q: 3 clusters Score -709112.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -709185.812500 Penalty: 2943.738037
	Iteration 6Q: 3 clusters Score -709185.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -709227.375000 Penalty: 2943.738037
	Iteration 7Q: 3 clusters Score -709227.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -709244.437500 Penalty: 2943.738037
	Iteration 8Q: 3 clusters Score -709244.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -709258.812500 Penalty: 2943.738037
	Iteration 9Q: 3 clusters Score -709258.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -709266.562500 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -709266.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -709271.875000 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -709271.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -709276.875000 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -709276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -709279.625000 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -709279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -709282.875000 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -709282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -709285.125000 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -709285.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -709290.687500 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -709290.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -709293.125000 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -709293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -709293.187500 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -709293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -709295.250000 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -709295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -709295.875000 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -709295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -709297.875000 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -709297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -709296.625000 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -709296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -709297.500000 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -709297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -709297.375000 Penalty: 2943.738037
	Iteration 24Q: 3 clusters Score -709297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -709297.375000 Penalty: 2943.738037
	Iteration 25F: 3 clusters Score -709297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 9884 members 
Mstep: Class 27 contains 7342 members 
Entering Unmasked Estep 
Score: -54404456.000000 Penalty: 58774.265625
Splitting cluster 10 changes total score from -54399552.000000 to -54404456.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1978817.625000 Penalty: 1648.022461
	Iteration 0F: 2 clusters Score -1978818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1961756.875000 Penalty: 3296.044922
	Iteration 0F: 3 clusters Score -1961757 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1968383.500000 Penalty: 3296.044922
	Iteration 1F: 3 clusters Score -1968384 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1969050.000000 Penalty: 3296.044922
	Iteration 2F: 3 clusters Score -1969050 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1969764.375000 Penalty: 3296.044922
	Iteration 3F: 3 clusters Score -1969764 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1970586.750000 Penalty: 3296.044922
	Iteration 4F: 3 clusters Score -1970587 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1971433.875000 Penalty: 3296.044922
	Iteration 5F: 3 clusters Score -1971434 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1972234.250000 Penalty: 3296.044922
	Iteration 6F: 3 clusters Score -1972234 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1973046.000000 Penalty: 3296.044922
	Iteration 7F: 3 clusters Score -1973046 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1973849.750000 Penalty: 3296.044922
	Iteration 8Q: 3 clusters Score -1973850 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1974603.250000 Penalty: 3296.044922
	Iteration 9Q: 3 clusters Score -1974603 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1975213.375000 Penalty: 3296.044922
	Iteration 10Q: 3 clusters Score -1975213 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1975683.000000 Penalty: 3296.044922
	Iteration 11Q: 3 clusters Score -1975683 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1976001.125000 Penalty: 3296.044922
	Iteration 12Q: 3 clusters Score -1976001 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1976233.000000 Penalty: 3296.044922
	Iteration 13Q: 3 clusters Score -1976233 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1976430.500000 Penalty: 3296.044922
	Iteration 14Q: 3 clusters Score -1976430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1976611.000000 Penalty: 3296.044922
	Iteration 15Q: 3 clusters Score -1976611 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1976776.125000 Penalty: 3296.044922
	Iteration 16Q: 3 clusters Score -1976776 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1976943.250000 Penalty: 3296.044922
	Iteration 17Q: 3 clusters Score -1976943 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1977057.625000 Penalty: 3296.044922
	Iteration 18Q: 3 clusters Score -1977058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1977135.625000 Penalty: 3296.044922
	Iteration 19Q: 3 clusters Score -1977136 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1977209.875000 Penalty: 3296.044922
	Iteration 20F: 3 clusters Score -1977210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1977274.500000 Penalty: 3296.044922
	Iteration 21Q: 3 clusters Score -1977274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1977337.500000 Penalty: 3296.044922
	Iteration 22Q: 3 clusters Score -1977338 nChanged 166
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: -1977399.375000 Penalty: 3296.044922
	Iteration 23Q: 3 clusters Score -1977399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1977444.375000 Penalty: 3296.044922
	Iteration 24Q: 3 clusters Score -1977444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1977489.375000 Penalty: 3296.044922
	Iteration 25Q: 3 clusters Score -1977489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1977517.625000 Penalty: 3296.044922
	Iteration 26Q: 3 clusters Score -1977518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1977544.625000 Penalty: 3296.044922
	Iteration 27Q: 3 clusters Score -1977545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1977569.500000 Penalty: 3296.044922
	Iteration 28Q: 3 clusters Score -1977570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1977588.750000 Penalty: 3296.044922
	Iteration 29Q: 3 clusters Score -1977589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1977605.750000 Penalty: 3296.044922
	Iteration 30Q: 3 clusters Score -1977606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1977624.000000 Penalty: 3296.044922
	Iteration 31Q: 3 clusters Score -1977624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1977644.000000 Penalty: 3296.044922
	Iteration 32Q: 3 clusters Score -1977644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1977665.250000 Penalty: 3296.044922
	Iteration 33Q: 3 clusters Score -1977665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1977682.000000 Penalty: 3296.044922
	Iteration 34Q: 3 clusters Score -1977682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1977694.750000 Penalty: 3296.044922
	Iteration 35Q: 3 clusters Score -1977695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1977698.625000 Penalty: 3296.044922
	Iteration 36Q: 3 clusters Score -1977699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1977702.500000 Penalty: 3296.044922
	Iteration 37Q: 3 clusters Score -1977702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1977705.625000 Penalty: 3296.044922
	Iteration 38Q: 3 clusters Score -1977706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1977718.500000 Penalty: 3296.044922
	Iteration 39Q: 3 clusters Score -1977718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1977719.000000 Penalty: 3296.044922
	Iteration 40F: 3 clusters Score -1977719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1977725.375000 Penalty: 3296.044922
	Iteration 41Q: 3 clusters Score -1977725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1977731.125000 Penalty: 3296.044922
	Iteration 42Q: 3 clusters Score -1977731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1977740.125000 Penalty: 3296.044922
	Iteration 43Q: 3 clusters Score -1977740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1977746.000000 Penalty: 3296.044922
	Iteration 44Q: 3 clusters Score -1977746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1977753.500000 Penalty: 3296.044922
	Iteration 45Q: 3 clusters Score -1977754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1977760.875000 Penalty: 3296.044922
	Iteration 46Q: 3 clusters Score -1977761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1977764.375000 Penalty: 3296.044922
	Iteration 47Q: 3 clusters Score -1977764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1977774.500000 Penalty: 3296.044922
	Iteration 48Q: 3 clusters Score -1977774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1977789.750000 Penalty: 3296.044922
	Iteration 49Q: 3 clusters Score -1977790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1977800.125000 Penalty: 3296.044922
	Iteration 50Q: 3 clusters Score -1977800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1977803.625000 Penalty: 3296.044922
	Iteration 51Q: 3 clusters Score -1977804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1977811.500000 Penalty: 3296.044922
	Iteration 52Q: 3 clusters Score -1977812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1977819.125000 Penalty: 3296.044922
	Iteration 53Q: 3 clusters Score -1977819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1977820.875000 Penalty: 3296.044922
	Iteration 54Q: 3 clusters Score -1977821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1977819.750000 Penalty: 3296.044922
	Iteration 55Q: 3 clusters Score -1977820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1977823.125000 Penalty: 3296.044922
	Iteration 56Q: 3 clusters Score -1977823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1977823.875000 Penalty: 3296.044922
	Iteration 57Q: 3 clusters Score -1977824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1977825.375000 Penalty: 3296.044922
	Iteration 58Q: 3 clusters Score -1977825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1977825.500000 Penalty: 3296.044922
	Iteration 59Q: 3 clusters Score -1977826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1977829.000000 Penalty: 3296.044922
	Iteration 60F: 3 clusters Score -1977829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1977832.250000 Penalty: 3296.044922
	Iteration 61Q: 3 clusters Score -1977832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1977834.125000 Penalty: 3296.044922
	Iteration 62Q: 3 clusters Score -1977834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1977831.625000 Penalty: 3296.044922
	Iteration 63Q: 3 clusters Score -1977832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1977839.375000 Penalty: 3296.044922
	Iteration 64Q: 3 clusters Score -1977839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1977842.250000 Penalty: 3296.044922
	Iteration 65Q: 3 clusters Score -1977842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1977842.125000 Penalty: 3296.044922
	Iteration 66Q: 3 clusters Score -1977842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1977840.625000 Penalty: 3296.044922
	Iteration 67Q: 3 clusters Score -1977841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1977840.875000 Penalty: 3296.044922
	Iteration 68Q: 3 clusters Score -1977841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1977842.625000 Penalty: 3296.044922
	Iteration 69Q: 3 clusters Score -1977843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1977844.500000 Penalty: 3296.044922
	Iteration 70Q: 3 clusters Score -1977844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1977848.000000 Penalty: 3296.044922
	Iteration 71Q: 3 clusters Score -1977848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1977849.250000 Penalty: 3296.044922
	Iteration 72Q: 3 clusters Score -1977849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1977848.625000 Penalty: 3296.044922
	Iteration 73Q: 3 clusters Score -1977849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1977848.625000 Penalty: 3296.044922
	Iteration 74Q: 3 clusters Score -1977849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1977850.375000 Penalty: 3296.044922
	Iteration 75Q: 3 clusters Score -1977850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1977850.375000 Penalty: 3296.044922
	Iteration 76Q: 3 clusters Score -1977850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1977854.250000 Penalty: 3296.044922
	Iteration 77Q: 3 clusters Score -1977854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1977855.625000 Penalty: 3296.044922
	Iteration 78Q: 3 clusters Score -1977856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1977856.000000 Penalty: 3296.044922
	Iteration 79Q: 3 clusters Score -1977856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1977856.000000 Penalty: 3296.044922
	Iteration 80F: 3 clusters Score -1977856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (207826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207826 members 
Entering Unmasked Estep 
Score: -17896856.000000 Penalty: 1989.724121
	Iteration 0F: 2 clusters Score -1.789686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -17758086.000000 Penalty: 3979.448242
	Iteration 0F: 3 clusters Score -1.775809e+07 nChanged 100496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -17817758.000000 Penalty: 3979.448242
	Iteration 1F: 3 clusters Score -1.781776e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -17819032.000000 Penalty: 3979.448242
	Iteration 2Q: 3 clusters Score -1.781903e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -17820630.000000 Penalty: 3979.448242
	Iteration 3Q: 3 clusters Score -1.782063e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -17822980.000000 Penalty: 3979.448242
	Iteration 4Q: 3 clusters Score -1.782298e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -17826598.000000 Penalty: 3979.448242
	Iteration 5Q: 3 clusters Score -1.78266e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -17832256.000000 Penalty: 3979.448242
	Iteration 6F: 3 clusters Score -1.783226e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -17840072.000000 Penalty: 3979.448242
	Iteration 7F: 3 clusters Score -1.784007e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132876 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -17848970.000000 Penalty: 3979.448242
	Iteration 8F: 3 clusters Score -1.784897e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -17856806.000000 Penalty: 3979.448242
	Iteration 9F: 3 clusters Score -1.785681e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142111 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -17860744.000000 Penalty: 3979.448242
	Iteration 10Q: 3 clusters Score -1.786074e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145917 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -17862684.000000 Penalty: 3979.448242
	Iteration 11Q: 3 clusters Score -1.786268e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149818 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -17863950.000000 Penalty: 3979.448242
	Iteration 12Q: 3 clusters Score -1.786395e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -17865302.000000 Penalty: 3979.448242
	Iteration 13Q: 3 clusters Score -1.78653e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -17866900.000000 Penalty: 3979.448242
	Iteration 14Q: 3 clusters Score -1.78669e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162602 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -17868674.000000 Penalty: 3979.448242
	Iteration 15Q: 3 clusters Score -1.786867e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167337 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -17870604.000000 Penalty: 3979.448242
	Iteration 16Q: 3 clusters Score -1.78706e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -17872686.000000 Penalty: 3979.448242
	Iteration 17Q: 3 clusters Score -1.787269e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177054 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -17875204.000000 Penalty: 3979.448242
	Iteration 18Q: 3 clusters Score -1.78752e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -17877776.000000 Penalty: 3979.448242
	Iteration 19Q: 3 clusters Score -1.787778e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -17880250.000000 Penalty: 3979.448242
	Iteration 20F: 3 clusters Score -1.788025e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190951 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -17883100.000000 Penalty: 3979.448242
	Iteration 21Q: 3 clusters Score -1.78831e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194978 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -17885782.000000 Penalty: 3979.448242
	Iteration 22Q: 3 clusters Score -1.788578e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198485 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -17888216.000000 Penalty: 3979.448242
	Iteration 23Q: 3 clusters Score -1.788822e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201399 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -17890320.000000 Penalty: 3979.448242
	Iteration 24Q: 3 clusters Score -1.789032e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203852 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -17892306.000000 Penalty: 3979.448242
	Iteration 25Q: 3 clusters Score -1.789231e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205592 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17893736.000000 Penalty: 3979.448242
	Iteration 26Q: 3 clusters Score -1.789374e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206590 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -17894460.000000 Penalty: 3979.448242
	Iteration 27Q: 3 clusters Score -1.789446e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207055 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -17894772.000000 Penalty: 3979.448242
	Iteration 28Q: 3 clusters Score -1.789477e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207262 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17894930.000000 Penalty: 3979.448242
	Iteration 29Q: 3 clusters Score -1.789493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207362 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -17895012.000000 Penalty: 3979.448242
	Iteration 30Q: 3 clusters Score -1.789501e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -17895044.000000 Penalty: 3979.448242
	Iteration 31Q: 3 clusters Score -1.789504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17895068.000000 Penalty: 3979.448242
	Iteration 32Q: 3 clusters Score -1.789507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17895076.000000 Penalty: 3979.448242
	Iteration 33Q: 3 clusters Score -1.789508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207467 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17895084.000000 Penalty: 3979.448242
	Iteration 34Q: 3 clusters Score -1.789508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207479 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -17895114.000000 Penalty: 3979.448242
	Iteration 35Q: 3 clusters Score -1.789511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207492 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -17895122.000000 Penalty: 3979.448242
	Iteration 36Q: 3 clusters Score -1.789512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207501 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17895132.000000 Penalty: 3979.448242
	Iteration 37Q: 3 clusters Score -1.789513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207505 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17895148.000000 Penalty: 3979.448242
	Iteration 38Q: 3 clusters Score -1.789515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207512 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17895146.000000 Penalty: 3979.448242
	Iteration 39Q: 3 clusters Score -1.789515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207516 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17895142.000000 Penalty: 3979.448242
	Iteration 40F: 3 clusters Score -1.789514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207520 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17895148.000000 Penalty: 3979.448242
	Iteration 41Q: 3 clusters Score -1.789515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207525 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17895166.000000 Penalty: 3979.448242
	Iteration 42Q: 3 clusters Score -1.789517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17895160.000000 Penalty: 3979.448242
	Iteration 43Q: 3 clusters Score -1.789516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207529 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17895154.000000 Penalty: 3979.448242
	Iteration 44Q: 3 clusters Score -1.789515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17895156.000000 Penalty: 3979.448242
	Iteration 45Q: 3 clusters Score -1.789516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17895164.000000 Penalty: 3979.448242
	Iteration 46Q: 3 clusters Score -1.789516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17895174.000000 Penalty: 3979.448242
	Iteration 47Q: 3 clusters Score -1.789517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17895170.000000 Penalty: 3979.448242
	Iteration 48Q: 3 clusters Score -1.789517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207533 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17895182.000000 Penalty: 3979.448242
	Iteration 49Q: 3 clusters Score -1.789518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17895184.000000 Penalty: 3979.448242
	Iteration 50Q: 3 clusters Score -1.789518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17895184.000000 Penalty: 3979.448242
	Iteration 51F: 3 clusters Score -1.789518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Entering Unmasked Estep 
Score: -1076596.625000 Penalty: 1536.985474
	Iteration 0F: 2 clusters Score -1076597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1067600.875000 Penalty: 3073.970947
	Iteration 0F: 3 clusters Score -1067601 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1070848.250000 Penalty: 3073.970947
	Iteration 1F: 3 clusters Score -1070848 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1071322.625000 Penalty: 3073.970947
	Iteration 2F: 3 clusters Score -1071323 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1071907.250000 Penalty: 3073.970947
	Iteration 3F: 3 clusters Score -1071907 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1072620.750000 Penalty: 3073.970947
	Iteration 4F: 3 clusters Score -1072621 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1073391.250000 Penalty: 3073.970947
	Iteration 5F: 3 clusters Score -1073391 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1074115.250000 Penalty: 3073.970947
	Iteration 6F: 3 clusters Score -1074115 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1074703.250000 Penalty: 3073.970947
	Iteration 7F: 3 clusters Score -1074703 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1075125.500000 Penalty: 3073.970947
	Iteration 8Q: 3 clusters Score -1075126 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1075453.750000 Penalty: 3073.970947
	Iteration 9Q: 3 clusters Score -1075454 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1075737.875000 Penalty: 3073.970947
	Iteration 10Q: 3 clusters Score -1075738 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1076008.250000 Penalty: 3073.970947
	Iteration 11Q: 3 clusters Score -1076008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1076220.250000 Penalty: 3073.970947
	Iteration 12Q: 3 clusters Score -1076220 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1076350.250000 Penalty: 3073.970947
	Iteration 13Q: 3 clusters Score -1076350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1076422.000000 Penalty: 3073.970947
	Iteration 14Q: 3 clusters Score -1076422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1076459.125000 Penalty: 3073.970947
	Iteration 15Q: 3 clusters Score -1076459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1076476.875000 Penalty: 3073.970947
	Iteration 16Q: 3 clusters Score -1076477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1076487.875000 Penalty: 3073.970947
	Iteration 17Q: 3 clusters Score -1076488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1076494.625000 Penalty: 3073.970947
	Iteration 18Q: 3 clusters Score -1076495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1076498.000000 Penalty: 3073.970947
	Iteration 19Q: 3 clusters Score -1076498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1076501.125000 Penalty: 3073.970947
	Iteration 20F: 3 clusters Score -1076501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1076501.000000 Penalty: 3073.970947
	Iteration 21Q: 3 clusters Score -1076501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1076502.625000 Penalty: 3073.970947
	Iteration 22Q: 3 clusters Score -1076503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1076503.750000 Penalty: 3073.970947
	Iteration 23Q: 3 clusters Score -1076504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1076503.875000 Penalty: 3073.970947
	Iteration 24Q: 3 clusters Score -1076504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1076502.750000 Penalty: 3073.970947
	Iteration 25Q: 3 clusters Score -1076503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1076502.750000 Penalty: 3073.970947
	Iteration 26F: 3 clusters Score -1076503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Entering Unmasked Estep 
Score: -14072297.000000 Penalty: 1950.238647
	Iteration 0F: 2 clusters Score -1.40723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -13962910.000000 Penalty: 3900.477295
	Iteration 0F: 3 clusters Score -1.396291e+07 nChanged 78845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -14009069.000000 Penalty: 3900.477295
	Iteration 1F: 3 clusters Score -1.400907e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -14010552.000000 Penalty: 3900.477295
	Iteration 2Q: 3 clusters Score -1.401055e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -14012525.000000 Penalty: 3900.477295
	Iteration 3Q: 3 clusters Score -1.401252e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -14015370.000000 Penalty: 3900.477295
	Iteration 4Q: 3 clusters Score -1.401537e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -14019201.000000 Penalty: 3900.477295
	Iteration 5F: 3 clusters Score -1.40192e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -14023713.000000 Penalty: 3900.477295
	Iteration 6F: 3 clusters Score -1.402371e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -14028244.000000 Penalty: 3900.477295
	Iteration 7F: 3 clusters Score -1.402824e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -14032222.000000 Penalty: 3900.477295
	Iteration 8F: 3 clusters Score -1.403222e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -14035569.000000 Penalty: 3900.477295
	Iteration 9Q: 3 clusters Score -1.403557e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 111195 members 
Entering Unmasked Estep 
Score: -14038162.000000 Penalty: 3900.477295
	Iteration 10Q: 3 clusters Score -1.403816e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 116405 members 
Entering Unmasked Estep 
Score: -14040599.000000 Penalty: 3900.477295
	Iteration 11Q: 3 clusters Score -1.40406e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 122123 members 
Entering Unmasked Estep 
Score: -14043387.000000 Penalty: 3900.477295
	Iteration 12Q: 3 clusters Score -1.404339e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 128196 members 
Entering Unmasked Estep 
Score: -14046305.000000 Penalty: 3900.477295
	Iteration 13Q: 3 clusters Score -1.40463e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 134557 members 
Entering Unmasked Estep 
Score: -14049871.000000 Penalty: 3900.477295
	Iteration 14Q: 3 clusters Score -1.404987e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -14053896.000000 Penalty: 3900.477295
	Iteration 15Q: 3 clusters Score -1.40539e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -14058278.000000 Penalty: 3900.477295
	Iteration 16Q: 3 clusters Score -1.405828e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -14062321.000000 Penalty: 3900.477295
	Iteration 17Q: 3 clusters Score -1.406232e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -14065836.000000 Penalty: 3900.477295
	Iteration 18Q: 3 clusters Score -1.406584e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -14068103.000000 Penalty: 3900.477295
	Iteration 19Q: 3 clusters Score -1.40681e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -14069220.000000 Penalty: 3900.477295
	Iteration 20F: 3 clusters Score -1.406922e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -14069868.000000 Penalty: 3900.477295
	Iteration 21Q: 3 clusters Score -1.406987e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 162093 members 
Entering Unmasked Estep 
Score: -14070176.000000 Penalty: 3900.477295
	Iteration 22Q: 3 clusters Score -1.407018e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -14070287.000000 Penalty: 3900.477295
	Iteration 23Q: 3 clusters Score -1.407029e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 162414 members 
Entering Unmasked Estep 
Score: -14070394.000000 Penalty: 3900.477295
	Iteration 24Q: 3 clusters Score -1.407039e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -14070459.000000 Penalty: 3900.477295
	Iteration 25Q: 3 clusters Score -1.407046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -14070484.000000 Penalty: 3900.477295
	Iteration 26Q: 3 clusters Score -1.407048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 162544 members 
Entering Unmasked Estep 
Score: -14070495.000000 Penalty: 3900.477295
	Iteration 27Q: 3 clusters Score -1.40705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 162565 members 
Entering Unmasked Estep 
Score: -14070510.000000 Penalty: 3900.477295
	Iteration 28Q: 3 clusters Score -1.407051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -14070530.000000 Penalty: 3900.477295
	Iteration 29Q: 3 clusters Score -1.407053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 162595 members 
Entering Unmasked Estep 
Score: -14070545.000000 Penalty: 3900.477295
	Iteration 30Q: 3 clusters Score -1.407054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162612 members 
Entering Unmasked Estep 
Score: -14070561.000000 Penalty: 3900.477295
	Iteration 31Q: 3 clusters Score -1.407056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -14070582.000000 Penalty: 3900.477295
	Iteration 32Q: 3 clusters Score -1.407058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -14070581.000000 Penalty: 3900.477295
	Iteration 33Q: 3 clusters Score -1.407058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -14070599.000000 Penalty: 3900.477295
	Iteration 34Q: 3 clusters Score -1.40706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -14070614.000000 Penalty: 3900.477295
	Iteration 35Q: 3 clusters Score -1.407061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -14070627.000000 Penalty: 3900.477295
	Iteration 36Q: 3 clusters Score -1.407063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -14070642.000000 Penalty: 3900.477295
	Iteration 37Q: 3 clusters Score -1.407064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -14070650.000000 Penalty: 3900.477295
	Iteration 38Q: 3 clusters Score -1.407065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -14070651.000000 Penalty: 3900.477295
	Iteration 39Q: 3 clusters Score -1.407065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 162672 members 
Entering Unmasked Estep 
Score: -14070650.000000 Penalty: 3900.477295
	Iteration 40F: 3 clusters Score -1.407065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Entering Unmasked Estep 
Score: -486921.843750 Penalty: 1413.941772
	Iteration 0F: 2 clusters Score -486921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -482321.531250 Penalty: 2827.883545
	Iteration 0F: 3 clusters Score -482321.5 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -483623.531250 Penalty: 2827.883545
	Iteration 1F: 3 clusters Score -483623.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -483848.531250 Penalty: 2827.883545
	Iteration 2F: 3 clusters Score -483848.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -484027.093750 Penalty: 2827.883545
	Iteration 3F: 3 clusters Score -484027.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -484180.437500 Penalty: 2827.883545
	Iteration 4Q: 3 clusters Score -484180.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -484309.687500 Penalty: 2827.883545
	Iteration 5Q: 3 clusters Score -484309.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -484435.437500 Penalty: 2827.883545
	Iteration 6Q: 3 clusters Score -484435.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -484559.531250 Penalty: 2827.883545
	Iteration 7Q: 3 clusters Score -484559.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -484704.937500 Penalty: 2827.883545
	Iteration 8Q: 3 clusters Score -484704.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -484853.906250 Penalty: 2827.883545
	Iteration 9Q: 3 clusters Score -484853.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -485003.625000 Penalty: 2827.883545
	Iteration 10Q: 3 clusters Score -485003.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -485138.250000 Penalty: 2827.883545
	Iteration 11Q: 3 clusters Score -485138.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -485259.031250 Penalty: 2827.883545
	Iteration 12Q: 3 clusters Score -485259 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -485378.875000 Penalty: 2827.883545
	Iteration 13Q: 3 clusters Score -485378.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -485492.781250 Penalty: 2827.883545
	Iteration 14Q: 3 clusters Score -485492.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -485644.281250 Penalty: 2827.883545
	Iteration 15Q: 3 clusters Score -485644.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -485802.468750 Penalty: 2827.883545
	Iteration 16Q: 3 clusters Score -485802.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -485922.187500 Penalty: 2827.883545
	Iteration 17Q: 3 clusters Score -485922.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -486008.593750 Penalty: 2827.883545
	Iteration 18Q: 3 clusters Score -486008.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -486068.562500 Penalty: 2827.883545
	Iteration 19Q: 3 clusters Score -486068.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -486116.218750 Penalty: 2827.883545
	Iteration 20F: 3 clusters Score -486116.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -486150.343750 Penalty: 2827.883545
	Iteration 21Q: 3 clusters Score -486150.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -486172.968750 Penalty: 2827.883545
	Iteration 22Q: 3 clusters Score -486173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -486192.000000 Penalty: 2827.883545
	Iteration 23Q: 3 clusters Score -486192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -486206.406250 Penalty: 2827.883545
	Iteration 24Q: 3 clusters Score -486206.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -486216.375000 Penalty: 2827.883545
	Iteration 25Q: 3 clusters Score -486216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -486222.656250 Penalty: 2827.883545
	Iteration 26Q: 3 clusters Score -486222.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -486229.875000 Penalty: 2827.883545
	Iteration 27Q: 3 clusters Score -486229.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -486234.250000 Penalty: 2827.883545
	Iteration 28Q: 3 clusters Score -486234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -486236.125000 Penalty: 2827.883545
	Iteration 29Q: 3 clusters Score -486236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -486237.875000 Penalty: 2827.883545
	Iteration 30Q: 3 clusters Score -486237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -486239.750000 Penalty: 2827.883545
	Iteration 31Q: 3 clusters Score -486239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -486239.500000 Penalty: 2827.883545
	Iteration 32Q: 3 clusters Score -486239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -486241.312500 Penalty: 2827.883545
	Iteration 33Q: 3 clusters Score -486241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -486242.312500 Penalty: 2827.883545
	Iteration 34Q: 3 clusters Score -486242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -486242.375000 Penalty: 2827.883545
	Iteration 35Q: 3 clusters Score -486242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -486243.375000 Penalty: 2827.883545
	Iteration 36Q: 3 clusters Score -486243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -486244.125000 Penalty: 2827.883545
	Iteration 37Q: 3 clusters Score -486244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -486243.437500 Penalty: 2827.883545
	Iteration 38Q: 3 clusters Score -486243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -486245.218750 Penalty: 2827.883545
	Iteration 39Q: 3 clusters Score -486245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -486245.218750 Penalty: 2827.883545
	Iteration 40F: 3 clusters Score -486245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Entering Unmasked Estep 
Score: -1816166.500000 Penalty: 1619.229492
	Iteration 0F: 2 clusters Score -1816166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1801568.500000 Penalty: 3238.458984
	Iteration 0F: 3 clusters Score -1801568 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1806890.750000 Penalty: 3238.458984
	Iteration 1F: 3 clusters Score -1806891 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1807279.500000 Penalty: 3238.458984
	Iteration 2F: 3 clusters Score -1807280 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1807686.125000 Penalty: 3238.458984
	Iteration 3Q: 3 clusters Score -1807686 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1808150.375000 Penalty: 3238.458984
	Iteration 4Q: 3 clusters Score -1808150 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1808678.625000 Penalty: 3238.458984
	Iteration 5Q: 3 clusters Score -1808679 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1809312.250000 Penalty: 3238.458984
	Iteration 6F: 3 clusters Score -1809312 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1810092.875000 Penalty: 3238.458984
	Iteration 7F: 3 clusters Score -1810093 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1811077.125000 Penalty: 3238.458984
	Iteration 8F: 3 clusters Score -1811077 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1812047.875000 Penalty: 3238.458984
	Iteration 9F: 3 clusters Score -1812048 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1812703.375000 Penalty: 3238.458984
	Iteration 10Q: 3 clusters Score -1812703 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1813028.750000 Penalty: 3238.458984
	Iteration 11Q: 3 clusters Score -1813029 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1813196.375000 Penalty: 3238.458984
	Iteration 12Q: 3 clusters Score -1813196 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1813279.625000 Penalty: 3238.458984
	Iteration 13Q: 3 clusters Score -1813280 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1813341.375000 Penalty: 3238.458984
	Iteration 14Q: 3 clusters Score -1813341 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1813391.500000 Penalty: 3238.458984
	Iteration 15Q: 3 clusters Score -1813392 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1813426.125000 Penalty: 3238.458984
	Iteration 16Q: 3 clusters Score -1813426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1813465.375000 Penalty: 3238.458984
	Iteration 17Q: 3 clusters Score -1813465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1813492.750000 Penalty: 3238.458984
	Iteration 18Q: 3 clusters Score -1813493 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1813517.125000 Penalty: 3238.458984
	Iteration 19Q: 3 clusters Score -1813517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1813540.750000 Penalty: 3238.458984
	Iteration 20F: 3 clusters Score -1813541 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1813575.125000 Penalty: 3238.458984
	Iteration 21Q: 3 clusters Score -1813575 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1813598.750000 Penalty: 3238.458984
	Iteration 22Q: 3 clusters Score -1813599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1813614.625000 Penalty: 3238.458984
	Iteration 23Q: 3 clusters Score -1813615 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1813619.750000 Penalty: 3238.458984
	Iteration 24Q: 3 clusters Score -1813620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1813636.000000 Penalty: 3238.458984
	Iteration 25Q: 3 clusters Score -1813636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1813655.375000 Penalty: 3238.458984
	Iteration 26Q: 3 clusters Score -1813655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1813672.000000 Penalty: 3238.458984
	Iteration 27Q: 3 clusters Score -1813672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1813688.375000 Penalty: 3238.458984
	Iteration 28Q: 3 clusters Score -1813688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1813712.125000 Penalty: 3238.458984
	Iteration 29Q: 3 clusters Score -1813712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1813736.000000 Penalty: 3238.458984
	Iteration 30Q: 3 clusters Score -1813736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1813758.750000 Penalty: 3238.458984
	Iteration 31Q: 3 clusters Score -1813759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1813782.125000 Penalty: 3238.458984
	Iteration 32Q: 3 clusters Score -1813782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1813797.250000 Penalty: 3238.458984
	Iteration 33Q: 3 clusters Score -1813797 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1813812.750000 Penalty: 3238.458984
	Iteration 34Q: 3 clusters Score -1813813 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1813828.250000 Penalty: 3238.458984
	Iteration 35Q: 3 clusters Score -1813828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1813855.250000 Penalty: 3238.458984
	Iteration 36Q: 3 clusters Score -1813855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1813867.750000 Penalty: 3238.458984
	Iteration 37Q: 3 clusters Score -1813868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1813879.750000 Penalty: 3238.458984
	Iteration 38Q: 3 clusters Score -1813880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1813885.250000 Penalty: 3238.458984
	Iteration 39Q: 3 clusters Score -1813885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1813896.875000 Penalty: 3238.458984
	Iteration 40F: 3 clusters Score -1813897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1813901.625000 Penalty: 3238.458984
	Iteration 41Q: 3 clusters Score -1813902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1813908.625000 Penalty: 3238.458984
	Iteration 42Q: 3 clusters Score -1813909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1813914.125000 Penalty: 3238.458984
	Iteration 43Q: 3 clusters Score -1813914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1813919.375000 Penalty: 3238.458984
	Iteration 44Q: 3 clusters Score -1813919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1813919.625000 Penalty: 3238.458984
	Iteration 45Q: 3 clusters Score -1813920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1813918.500000 Penalty: 3238.458984
	Iteration 46Q: 3 clusters Score -1813918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1813923.250000 Penalty: 3238.458984
	Iteration 47Q: 3 clusters Score -1813923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1813921.375000 Penalty: 3238.458984
	Iteration 48Q: 3 clusters Score -1813921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1813925.875000 Penalty: 3238.458984
	Iteration 49Q: 3 clusters Score -1813926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1813927.375000 Penalty: 3238.458984
	Iteration 50Q: 3 clusters Score -1813927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1813922.875000 Penalty: 3238.458984
	Iteration 51Q: 3 clusters Score -1813923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1813926.750000 Penalty: 3238.458984
	Iteration 52Q: 3 clusters Score -1813927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1813926.750000 Penalty: 3238.458984
	Iteration 53Q: 3 clusters Score -1813927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1813932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1813927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1813929 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1813936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1813933.250000 Penalty: 3238.458984
	Iteration 58Q: 3 clusters Score -1813933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1813933 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1813932 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1813936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1813931 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1813932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1813930 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1813932 nChanged 14
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1813937 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1813934 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1813938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1813934 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1813933 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1813935 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1813935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1813937 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1813937 nChanged 17
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Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1813937 nChanged 14
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Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1813939 nChanged 16
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Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1813940 nChanged 11
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Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1813946 nChanged 20
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Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1813950 nChanged 27
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Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1813949 nChanged 25
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Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9440 members 
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	Iteration 81Q: 3 clusters Score -1813950 nChanged 29
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Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1813951 nChanged 28
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Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 9383 members 
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	Iteration 83Q: 3 clusters Score -1813957 nChanged 22
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Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1813964 nChanged 28
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Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1813961 nChanged 21
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Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9320 members 
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	Iteration 86Q: 3 clusters Score -1813962 nChanged 23
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Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1813963 nChanged 18
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Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9281 members 
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	Iteration 88Q: 3 clusters Score -1813965 nChanged 17
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Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1813971 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1813969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1813970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1813970 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1813969 nChanged 9
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Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1813968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1813971 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1813971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1813970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1813972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1813973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1813975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1813976 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1813976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1813974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1813979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1813979 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1813978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1813975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1813978 nChanged 2
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Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1813976 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1813976 nChanged 4
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Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1813980 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1813982 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1813981 nChanged 6
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Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1813983 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1813985 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1813988 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1813993 nChanged 20
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Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1813990 nChanged 22
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1813992 nChanged 15
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Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1813996 nChanged 13
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Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1813996 nChanged 11
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Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1813996 nChanged 7
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Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1813996 nChanged 7
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Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1813998 nChanged 9
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Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1813994 nChanged 7
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Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1813998 nChanged 13
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Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8877 members 
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	Iteration 127Q: 3 clusters Score -1813999 nChanged 10
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Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8867 members 
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	Iteration 128Q: 3 clusters Score -1814001 nChanged 8
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Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1814001 nChanged 8
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Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1814001 nChanged 11
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Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8840 members 
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	Iteration 131Q: 3 clusters Score -1814000 nChanged 9
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Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8831 members 
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	Iteration 132Q: 3 clusters Score -1814003 nChanged 8
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Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 8823 members 
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	Iteration 133Q: 3 clusters Score -1814001 nChanged 12
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Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 8813 members 
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	Iteration 134Q: 3 clusters Score -1813998 nChanged 10
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Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 8803 members 
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	Iteration 135Q: 3 clusters Score -1814000 nChanged 11
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Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 8794 members 
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	Iteration 136Q: 3 clusters Score -1814000 nChanged 9
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Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 8787 members 
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	Iteration 137Q: 3 clusters Score -1814000 nChanged 3
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Mstep: Class 1 contains 12474 members 
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	Iteration 138Q: 3 clusters Score -1814002 nChanged 4
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Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8780 members 
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	Iteration 139Q: 3 clusters Score -1814005 nChanged 2
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	Iteration 140F: 3 clusters Score -1814005 nChanged 5
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1814004 nChanged 6
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Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 8767 members 
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	Iteration 142Q: 3 clusters Score -1814002 nChanged 6
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Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1814007 nChanged 5
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Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1814002 nChanged 3
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Mstep: Class 1 contains 12505 members 
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	Iteration 145Q: 3 clusters Score -1814002 nChanged 3
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Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1814002.125000 Penalty: 3238.458984
	Iteration 146Q: 3 clusters Score -1814002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1814003.125000 Penalty: 3238.458984
	Iteration 147Q: 3 clusters Score -1814003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1814003.125000 Penalty: 3238.458984
	Iteration 148F: 3 clusters Score -1814003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -491421.718750 Penalty: 1416.782715
	Iteration 0F: 2 clusters Score -491421.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -486797.531250 Penalty: 2833.565430
	Iteration 0F: 3 clusters Score -486797.5 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -488480.437500 Penalty: 2833.565430
	Iteration 1F: 3 clusters Score -488480.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -488986.031250 Penalty: 2833.565430
	Iteration 2F: 3 clusters Score -488986 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -489463.718750 Penalty: 2833.565430
	Iteration 3F: 3 clusters Score -489463.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -489907.437500 Penalty: 2833.565430
	Iteration 4F: 3 clusters Score -489907.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -490291.312500 Penalty: 2833.565430
	Iteration 5F: 3 clusters Score -490291.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -490531.312500 Penalty: 2833.565430
	Iteration 6Q: 3 clusters Score -490531.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -490685.000000 Penalty: 2833.565430
	Iteration 7Q: 3 clusters Score -490685 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -490816.375000 Penalty: 2833.565430
	Iteration 8Q: 3 clusters Score -490816.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -490953.937500 Penalty: 2833.565430
	Iteration 9Q: 3 clusters Score -490953.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -491124.343750 Penalty: 2833.565430
	Iteration 10Q: 3 clusters Score -491124.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -491292.593750 Penalty: 2833.565430
	Iteration 11Q: 3 clusters Score -491292.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -491458.531250 Penalty: 2833.565430
	Iteration 12Q: 3 clusters Score -491458.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -491598.187500 Penalty: 2833.565430
	Iteration 13Q: 3 clusters Score -491598.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -491720.312500 Penalty: 2833.565430
	Iteration 14Q: 3 clusters Score -491720.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -491808.968750 Penalty: 2833.565430
	Iteration 15Q: 3 clusters Score -491809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -491867.250000 Penalty: 2833.565430
	Iteration 16Q: 3 clusters Score -491867.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -491919.343750 Penalty: 2833.565430
	Iteration 17Q: 3 clusters Score -491919.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -491968.718750 Penalty: 2833.565430
	Iteration 18Q: 3 clusters Score -491968.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -492030.406250 Penalty: 2833.565430
	Iteration 19Q: 3 clusters Score -492030.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -492093.062500 Penalty: 2833.565430
	Iteration 20F: 3 clusters Score -492093.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -492152.062500 Penalty: 2833.565430
	Iteration 21Q: 3 clusters Score -492152.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -492204.500000 Penalty: 2833.565430
	Iteration 22Q: 3 clusters Score -492204.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -492235.781250 Penalty: 2833.565430
	Iteration 23Q: 3 clusters Score -492235.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -492246.093750 Penalty: 2833.565430
	Iteration 24Q: 3 clusters Score -492246.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -492250.437500 Penalty: 2833.565430
	Iteration 25Q: 3 clusters Score -492250.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -492252.437500 Penalty: 2833.565430
	Iteration 26Q: 3 clusters Score -492252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -492253.593750 Penalty: 2833.565430
	Iteration 27Q: 3 clusters Score -492253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -492253.812500 Penalty: 2833.565430
	Iteration 28Q: 3 clusters Score -492253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -492254.750000 Penalty: 2833.565430
	Iteration 29Q: 3 clusters Score -492254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -492255.437500 Penalty: 2833.565430
	Iteration 30Q: 3 clusters Score -492255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -492255.625000 Penalty: 2833.565430
	Iteration 31Q: 3 clusters Score -492255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -492255.250000 Penalty: 2833.565430
	Iteration 32Q: 3 clusters Score -492255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -492255.250000 Penalty: 2833.565430
	Iteration 33F: 3 clusters Score -492255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 2707 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 9884 members 
Mstep: Class 27 contains 7342 members 
Mstep: Class 28 contains 2718 members 
Entering Unmasked Estep 
Score: -54404544.000000 Penalty: 60951.093750
Splitting cluster 18 changes total score from -54399552.000000 to -54404544.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1265031.625000 Penalty: 1561.819092
	Iteration 0F: 2 clusters Score -1265032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1254692.125000 Penalty: 3123.638184
	Iteration 0F: 3 clusters Score -1254692 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1258291.500000 Penalty: 3123.638184
	Iteration 1F: 3 clusters Score -1258292 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1258617.125000 Penalty: 3123.638184
	Iteration 2F: 3 clusters Score -1258617 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1258901.250000 Penalty: 3123.638184
	Iteration 3Q: 3 clusters Score -1258901 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1259232.375000 Penalty: 3123.638184
	Iteration 4Q: 3 clusters Score -1259232 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1259582.250000 Penalty: 3123.638184
	Iteration 5Q: 3 clusters Score -1259582 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1259981.000000 Penalty: 3123.638184
	Iteration 6Q: 3 clusters Score -1259981 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1260469.875000 Penalty: 3123.638184
	Iteration 7F: 3 clusters Score -1260470 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1261047.750000 Penalty: 3123.638184
	Iteration 8F: 3 clusters Score -1261048 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1261734.250000 Penalty: 3123.638184
	Iteration 9F: 3 clusters Score -1261734 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1262375.000000 Penalty: 3123.638184
	Iteration 10F: 3 clusters Score -1262375 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1262898.875000 Penalty: 3123.638184
	Iteration 11Q: 3 clusters Score -1262899 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1263251.750000 Penalty: 3123.638184
	Iteration 12Q: 3 clusters Score -1263252 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1263425.375000 Penalty: 3123.638184
	Iteration 13Q: 3 clusters Score -1263425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1263499.750000 Penalty: 3123.638184
	Iteration 14Q: 3 clusters Score -1263500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1263562.125000 Penalty: 3123.638184
	Iteration 15Q: 3 clusters Score -1263562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1263588.375000 Penalty: 3123.638184
	Iteration 16Q: 3 clusters Score -1263588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1263610.125000 Penalty: 3123.638184
	Iteration 17Q: 3 clusters Score -1263610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1263634.500000 Penalty: 3123.638184
	Iteration 18Q: 3 clusters Score -1263634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1263645.125000 Penalty: 3123.638184
	Iteration 19Q: 3 clusters Score -1263645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1263659.500000 Penalty: 3123.638184
	Iteration 20F: 3 clusters Score -1263660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1263667.375000 Penalty: 3123.638184
	Iteration 21Q: 3 clusters Score -1263667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1263674.125000 Penalty: 3123.638184
	Iteration 22Q: 3 clusters Score -1263674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1263678.750000 Penalty: 3123.638184
	Iteration 23Q: 3 clusters Score -1263679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1263679.375000 Penalty: 3123.638184
	Iteration 24Q: 3 clusters Score -1263679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1263679.375000 Penalty: 3123.638184
	Iteration 25F: 3 clusters Score -1263679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -499943.812500 Penalty: 1415.395264
	Iteration 0F: 2 clusters Score -499943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -495351.281250 Penalty: 2830.790527
	Iteration 0F: 3 clusters Score -495351.3 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -496662.031250 Penalty: 2830.790527
	Iteration 1F: 3 clusters Score -496662 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -496940.250000 Penalty: 2830.790527
	Iteration 2F: 3 clusters Score -496940.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -497277.156250 Penalty: 2830.790527
	Iteration 3F: 3 clusters Score -497277.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -497595.562500 Penalty: 2830.790527
	Iteration 4F: 3 clusters Score -497595.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -497873.812500 Penalty: 2830.790527
	Iteration 5F: 3 clusters Score -497873.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -498124.187500 Penalty: 2830.790527
	Iteration 6F: 3 clusters Score -498124.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -498339.656250 Penalty: 2830.790527
	Iteration 7Q: 3 clusters Score -498339.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -498488.687500 Penalty: 2830.790527
	Iteration 8Q: 3 clusters Score -498488.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -498575.968750 Penalty: 2830.790527
	Iteration 9Q: 3 clusters Score -498576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -498620.968750 Penalty: 2830.790527
	Iteration 10Q: 3 clusters Score -498621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -498646.843750 Penalty: 2830.790527
	Iteration 11Q: 3 clusters Score -498646.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -498661.406250 Penalty: 2830.790527
	Iteration 12Q: 3 clusters Score -498661.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -498672.968750 Penalty: 2830.790527
	Iteration 13Q: 3 clusters Score -498673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -498680.812500 Penalty: 2830.790527
	Iteration 14Q: 3 clusters Score -498680.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -498692.843750 Penalty: 2830.790527
	Iteration 15Q: 3 clusters Score -498692.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -498703.156250 Penalty: 2830.790527
	Iteration 16Q: 3 clusters Score -498703.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -498708.625000 Penalty: 2830.790527
	Iteration 17Q: 3 clusters Score -498708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -498714.093750 Penalty: 2830.790527
	Iteration 18Q: 3 clusters Score -498714.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -498719.093750 Penalty: 2830.790527
	Iteration 19Q: 3 clusters Score -498719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -498723.562500 Penalty: 2830.790527
	Iteration 20F: 3 clusters Score -498723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -498727.312500 Penalty: 2830.790527
	Iteration 21Q: 3 clusters Score -498727.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -498731.031250 Penalty: 2830.790527
	Iteration 22Q: 3 clusters Score -498731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -498734.500000 Penalty: 2830.790527
	Iteration 23Q: 3 clusters Score -498734.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -498738.031250 Penalty: 2830.790527
	Iteration 24Q: 3 clusters Score -498738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -498740.937500 Penalty: 2830.790527
	Iteration 25Q: 3 clusters Score -498740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -498742.375000 Penalty: 2830.790527
	Iteration 26Q: 3 clusters Score -498742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -498744.968750 Penalty: 2830.790527
	Iteration 27Q: 3 clusters Score -498745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -498748.375000 Penalty: 2830.790527
	Iteration 28Q: 3 clusters Score -498748.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -498752.343750 Penalty: 2830.790527
	Iteration 29Q: 3 clusters Score -498752.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -498759.343750 Penalty: 2830.790527
	Iteration 30Q: 3 clusters Score -498759.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -498763.750000 Penalty: 2830.790527
	Iteration 31Q: 3 clusters Score -498763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -498769.000000 Penalty: 2830.790527
	Iteration 32Q: 3 clusters Score -498769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -498773.000000 Penalty: 2830.790527
	Iteration 33Q: 3 clusters Score -498773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -498775.656250 Penalty: 2830.790527
	Iteration 34Q: 3 clusters Score -498775.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -498777.375000 Penalty: 2830.790527
	Iteration 35Q: 3 clusters Score -498777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -498781.031250 Penalty: 2830.790527
	Iteration 36Q: 3 clusters Score -498781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -498784.843750 Penalty: 2830.790527
	Iteration 37Q: 3 clusters Score -498784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -498788.937500 Penalty: 2830.790527
	Iteration 38Q: 3 clusters Score -498788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -498792.062500 Penalty: 2830.790527
	Iteration 39Q: 3 clusters Score -498792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -498795.562500 Penalty: 2830.790527
	Iteration 40F: 3 clusters Score -498795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -498798.906250 Penalty: 2830.790527
	Iteration 41Q: 3 clusters Score -498798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -498799.687500 Penalty: 2830.790527
	Iteration 42Q: 3 clusters Score -498799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -498803.312500 Penalty: 2830.790527
	Iteration 43Q: 3 clusters Score -498803.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -498806.125000 Penalty: 2830.790527
	Iteration 44Q: 3 clusters Score -498806.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -498808.093750 Penalty: 2830.790527
	Iteration 45Q: 3 clusters Score -498808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -498813.187500 Penalty: 2830.790527
	Iteration 46Q: 3 clusters Score -498813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -498818.593750 Penalty: 2830.790527
	Iteration 47Q: 3 clusters Score -498818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -498822.875000 Penalty: 2830.790527
	Iteration 48Q: 3 clusters Score -498822.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -498830.687500 Penalty: 2830.790527
	Iteration 49Q: 3 clusters Score -498830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -498841.156250 Penalty: 2830.790527
	Iteration 50Q: 3 clusters Score -498841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -498854.000000 Penalty: 2830.790527
	Iteration 51Q: 3 clusters Score -498854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -498871.062500 Penalty: 2830.790527
	Iteration 52Q: 3 clusters Score -498871.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -498888.468750 Penalty: 2830.790527
	Iteration 53Q: 3 clusters Score -498888.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -498902.625000 Penalty: 2830.790527
	Iteration 54Q: 3 clusters Score -498902.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -498916.125000 Penalty: 2830.790527
	Iteration 55Q: 3 clusters Score -498916.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -498932.156250 Penalty: 2830.790527
	Iteration 56Q: 3 clusters Score -498932.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -498948.656250 Penalty: 2830.790527
	Iteration 57Q: 3 clusters Score -498948.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -498961.468750 Penalty: 2830.790527
	Iteration 58Q: 3 clusters Score -498961.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -498976.562500 Penalty: 2830.790527
	Iteration 59Q: 3 clusters Score -498976.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -498990.875000 Penalty: 2830.790527
	Iteration 60F: 3 clusters Score -498990.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -498998.812500 Penalty: 2830.790527
	Iteration 61Q: 3 clusters Score -498998.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -499004.250000 Penalty: 2830.790527
	Iteration 62Q: 3 clusters Score -499004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -499011.312500 Penalty: 2830.790527
	Iteration 63Q: 3 clusters Score -499011.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -499018.281250 Penalty: 2830.790527
	Iteration 64Q: 3 clusters Score -499018.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -499024.281250 Penalty: 2830.790527
	Iteration 65Q: 3 clusters Score -499024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -499028.000000 Penalty: 2830.790527
	Iteration 66Q: 3 clusters Score -499028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -499031.718750 Penalty: 2830.790527
	Iteration 67Q: 3 clusters Score -499031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -499033.625000 Penalty: 2830.790527
	Iteration 68Q: 3 clusters Score -499033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -499035.718750 Penalty: 2830.790527
	Iteration 69Q: 3 clusters Score -499035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -499035.375000 Penalty: 2830.790527
	Iteration 70Q: 3 clusters Score -499035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -499036.062500 Penalty: 2830.790527
	Iteration 71Q: 3 clusters Score -499036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -499036.062500 Penalty: 2830.790527
	Iteration 72F: 3 clusters Score -499036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Entering Unmasked Estep 
Score: -729312.812500 Penalty: 1469.581299
	Iteration 0F: 2 clusters Score -729312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -723142.812500 Penalty: 2939.162598
	Iteration 0F: 3 clusters Score -723142.8 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -725020.875000 Penalty: 2939.162598
	Iteration 1F: 3 clusters Score -725020.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -725249.250000 Penalty: 2939.162598
	Iteration 2F: 3 clusters Score -725249.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -725388.937500 Penalty: 2939.162598
	Iteration 3Q: 3 clusters Score -725388.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -725504.312500 Penalty: 2939.162598
	Iteration 4Q: 3 clusters Score -725504.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -725611.812500 Penalty: 2939.162598
	Iteration 5Q: 3 clusters Score -725611.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -725730.625000 Penalty: 2939.162598
	Iteration 6Q: 3 clusters Score -725730.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -725865.250000 Penalty: 2939.162598
	Iteration 7Q: 3 clusters Score -725865.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -726033.000000 Penalty: 2939.162598
	Iteration 8Q: 3 clusters Score -726033 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -726217.062500 Penalty: 2939.162598
	Iteration 9Q: 3 clusters Score -726217.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -726429.312500 Penalty: 2939.162598
	Iteration 10Q: 3 clusters Score -726429.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -726684.937500 Penalty: 2939.162598
	Iteration 11Q: 3 clusters Score -726684.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -726946.437500 Penalty: 2939.162598
	Iteration 12Q: 3 clusters Score -726946.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -727187.187500 Penalty: 2939.162598
	Iteration 13Q: 3 clusters Score -727187.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -727431.062500 Penalty: 2939.162598
	Iteration 14Q: 3 clusters Score -727431.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -727627.500000 Penalty: 2939.162598
	Iteration 15Q: 3 clusters Score -727627.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -727770.062500 Penalty: 2939.162598
	Iteration 16Q: 3 clusters Score -727770.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -727872.000000 Penalty: 2939.162598
	Iteration 17Q: 3 clusters Score -727872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -727959.812500 Penalty: 2939.162598
	Iteration 18Q: 3 clusters Score -727959.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -728002.375000 Penalty: 2939.162598
	Iteration 19Q: 3 clusters Score -728002.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -728029.937500 Penalty: 2939.162598
	Iteration 20F: 3 clusters Score -728029.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -728050.187500 Penalty: 2939.162598
	Iteration 21Q: 3 clusters Score -728050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -728062.625000 Penalty: 2939.162598
	Iteration 22Q: 3 clusters Score -728062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -728072.687500 Penalty: 2939.162598
	Iteration 23Q: 3 clusters Score -728072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -728078.687500 Penalty: 2939.162598
	Iteration 24Q: 3 clusters Score -728078.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -728084.000000 Penalty: 2939.162598
	Iteration 25Q: 3 clusters Score -728084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -728085.375000 Penalty: 2939.162598
	Iteration 26Q: 3 clusters Score -728085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -728086.687500 Penalty: 2939.162598
	Iteration 27Q: 3 clusters Score -728086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -728086.687500 Penalty: 2939.162598
	Iteration 28F: 3 clusters Score -728086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -533325.875000 Penalty: 1424.665771
	Iteration 0F: 2 clusters Score -533325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -528433.937500 Penalty: 2849.331543
	Iteration 0F: 3 clusters Score -528433.9 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -530167.687500 Penalty: 2849.331543
	Iteration 1F: 3 clusters Score -530167.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -530735.000000 Penalty: 2849.331543
	Iteration 2F: 3 clusters Score -530735 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -531363.500000 Penalty: 2849.331543
	Iteration 3F: 3 clusters Score -531363.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -531972.062500 Penalty: 2849.331543
	Iteration 4F: 3 clusters Score -531972.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -532412.062500 Penalty: 2849.331543
	Iteration 5F: 3 clusters Score -532412.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -532663.375000 Penalty: 2849.331543
	Iteration 6F: 3 clusters Score -532663.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -532805.562500 Penalty: 2849.331543
	Iteration 7Q: 3 clusters Score -532805.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -532878.562500 Penalty: 2849.331543
	Iteration 8Q: 3 clusters Score -532878.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -532907.812500 Penalty: 2849.331543
	Iteration 9Q: 3 clusters Score -532907.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -532922.625000 Penalty: 2849.331543
	Iteration 10Q: 3 clusters Score -532922.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -532936.000000 Penalty: 2849.331543
	Iteration 11Q: 3 clusters Score -532936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -532949.812500 Penalty: 2849.331543
	Iteration 12Q: 3 clusters Score -532949.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -532960.437500 Penalty: 2849.331543
	Iteration 13Q: 3 clusters Score -532960.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -532974.687500 Penalty: 2849.331543
	Iteration 14Q: 3 clusters Score -532974.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -532982.812500 Penalty: 2849.331543
	Iteration 15Q: 3 clusters Score -532982.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -532990.500000 Penalty: 2849.331543
	Iteration 16Q: 3 clusters Score -532990.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -532997.562500 Penalty: 2849.331543
	Iteration 17Q: 3 clusters Score -532997.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -533002.812500 Penalty: 2849.331543
	Iteration 18Q: 3 clusters Score -533002.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -533008.062500 Penalty: 2849.331543
	Iteration 19Q: 3 clusters Score -533008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -533011.125000 Penalty: 2849.331543
	Iteration 20F: 3 clusters Score -533011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -533014.312500 Penalty: 2849.331543
	Iteration 21Q: 3 clusters Score -533014.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -533018.187500 Penalty: 2849.331543
	Iteration 22Q: 3 clusters Score -533018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -533020.312500 Penalty: 2849.331543
	Iteration 23Q: 3 clusters Score -533020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -533022.937500 Penalty: 2849.331543
	Iteration 24Q: 3 clusters Score -533022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -533025.937500 Penalty: 2849.331543
	Iteration 25Q: 3 clusters Score -533025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -533026.500000 Penalty: 2849.331543
	Iteration 26Q: 3 clusters Score -533026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -533027.625000 Penalty: 2849.331543
	Iteration 27Q: 3 clusters Score -533027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -533027.562500 Penalty: 2849.331543
	Iteration 28Q: 3 clusters Score -533027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -533028.500000 Penalty: 2849.331543
	Iteration 29Q: 3 clusters Score -533028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -533028.375000 Penalty: 2849.331543
	Iteration 30Q: 3 clusters Score -533028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -533028.687500 Penalty: 2849.331543
	Iteration 31Q: 3 clusters Score -533028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -533028.687500 Penalty: 2849.331543
	Iteration 32F: 3 clusters Score -533028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 65402 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 25495 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 25379 members 
Mstep: Class 12 contains 207826 members 
Mstep: Class 13 contains 12815 members 
Mstep: Class 14 contains 162994 members 
Mstep: Class 15 contains 6010 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 6064 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 6420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409100.000000 Penalty: 60951.093750
Iteration 39Q: 29 clusters Score -5.44091e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 65301 members 
Mstep: Class 8 contains 1924 members 
Mstep: Class 9 contains 25286 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 207976 members 
Mstep: Class 13 contains 12951 members 
Mstep: Class 14 contains 162627 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 21355 members 
Mstep: Class 17 contains 11391 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 15103 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 16970 members 
Mstep: Class 24 contains 2769 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 9604 members 
Mstep: Class 27 contains 7167 members 
Mstep: Class 28 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412832.000000 Penalty: 60951.093750
Iteration 40F: 29 clusters Score -5.441283e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10942 members 
Mstep: Class 3 contains 2406 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 65068 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 24833 members 
Mstep: Class 10 contains 1387 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 208114 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 162238 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 21274 members 
Mstep: Class 17 contains 11453 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 15143 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 16901 members 
Mstep: Class 24 contains 3089 members 
Mstep: Class 25 contains 3482 members 
Mstep: Class 26 contains 9636 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 2814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414680.000000 Penalty: 60951.093750
Iteration 41Q: 29 clusters Score -5.441468e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10916 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 64841 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 24462 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 25696 members 
Mstep: Class 12 contains 208282 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 161905 members 
Mstep: Class 15 contains 6259 members 
Mstep: Class 16 contains 21237 members 
Mstep: Class 17 contains 11510 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 15165 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 16816 members 
Mstep: Class 24 contains 3291 members 
Mstep: Class 25 contains 3416 members 
Mstep: Class 26 contains 9631 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415552.000000 Penalty: 60951.093750
Iteration 42Q: 29 clusters Score -5.441555e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10899 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 1664 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 64661 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 24163 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 25799 members 
Mstep: Class 12 contains 208470 members 
Mstep: Class 13 contains 13390 members 
Mstep: Class 14 contains 161650 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 21191 members 
Mstep: Class 17 contains 11564 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 15181 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 16742 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 9624 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416348.000000 Penalty: 60951.093750
Iteration 43Q: 29 clusters Score -5.441635e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10888 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 64544 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 23885 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 25953 members 
Mstep: Class 12 contains 208622 members 
Mstep: Class 13 contains 13422 members 
Mstep: Class 14 contains 161421 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 21165 members 
Mstep: Class 17 contains 11609 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 8764 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 16676 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 9620 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416624.000000 Penalty: 60951.093750
Iteration 44Q: 29 clusters Score -5.441662e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10872 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 64438 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 23645 members 
Mstep: Class 10 contains 1629 members 
Mstep: Class 11 contains 26121 members 
Mstep: Class 12 contains 208740 members 
Mstep: Class 13 contains 13437 members 
Mstep: Class 14 contains 161185 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 21139 members 
Mstep: Class 17 contains 11639 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 15181 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 16643 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 3264 members 
Mstep: Class 26 contains 9627 members 
Mstep: Class 27 contains 7330 members 
Mstep: Class 28 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416980.000000 Penalty: 60951.093750
Iteration 45Q: 29 clusters Score -5.441698e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10854 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 64334 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 23444 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 208852 members 
Mstep: Class 13 contains 13405 members 
Mstep: Class 14 contains 161016 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 21125 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 16593 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 3237 members 
Mstep: Class 26 contains 9602 members 
Mstep: Class 27 contains 7336 members 
Mstep: Class 28 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417188.000000 Penalty: 60951.093750
Iteration 46Q: 29 clusters Score -5.441719e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10829 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 3685 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 64242 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 23272 members 
Mstep: Class 10 contains 1705 members 
Mstep: Class 11 contains 26403 members 
Mstep: Class 12 contains 208977 members 
Mstep: Class 13 contains 13344 members 
Mstep: Class 14 contains 160889 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 21107 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 15202 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 16554 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 7342 members 
Mstep: Class 28 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417600.000000 Penalty: 60951.093750
Iteration 47Q: 29 clusters Score -5.44176e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10806 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 64179 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 23117 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 26535 members 
Mstep: Class 12 contains 209059 members 
Mstep: Class 13 contains 13300 members 
Mstep: Class 14 contains 160747 members 
Mstep: Class 15 contains 6557 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 3008 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 5882 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 16523 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 3206 members 
Mstep: Class 26 contains 9585 members 
Mstep: Class 27 contains 7345 members 
Mstep: Class 28 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417828.000000 Penalty: 60951.093750
Iteration 48Q: 29 clusters Score -5.441783e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10798 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 64134 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 23000 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 26656 members 
Mstep: Class 12 contains 209120 members 
Mstep: Class 13 contains 13233 members 
Mstep: Class 14 contains 160639 members 
Mstep: Class 15 contains 6592 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 15205 members 
Mstep: Class 20 contains 5890 members 
Mstep: Class 21 contains 9206 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 16478 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 7346 members 
Mstep: Class 28 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417924.000000 Penalty: 60951.093750
Iteration 49Q: 29 clusters Score -5.441792e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10784 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 3948 members 
Mstep: Class 7 contains 64084 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 22877 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 26780 members 
Mstep: Class 12 contains 209171 members 
Mstep: Class 13 contains 13158 members 
Mstep: Class 14 contains 160549 members 
Mstep: Class 15 contains 6619 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 17 contains 11719 members 
Mstep: Class 18 contains 2990 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 5894 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 16443 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 3198 members 
Mstep: Class 26 contains 9565 members 
Mstep: Class 27 contains 7344 members 
Mstep: Class 28 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418036.000000 Penalty: 60951.093750
Iteration 50Q: 29 clusters Score -5.441804e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 64015 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 1817 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 209205 members 
Mstep: Class 13 contains 13083 members 
Mstep: Class 14 contains 160465 members 
Mstep: Class 15 contains 6643 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 9388 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 16429 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 3199 members 
Mstep: Class 26 contains 9552 members 
Mstep: Class 27 contains 7349 members 
Mstep: Class 28 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418136.000000 Penalty: 60951.093750
Iteration 51Q: 29 clusters Score -5.441814e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 63957 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 22697 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 27027 members 
Mstep: Class 12 contains 209227 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 160389 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 17 contains 11734 members 
Mstep: Class 18 contains 2968 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9548 members 
Mstep: Class 27 contains 7355 members 
Mstep: Class 28 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418316.000000 Penalty: 60951.093750
Iteration 52Q: 29 clusters Score -5.441832e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 3572 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 63920 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 22609 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 27156 members 
Mstep: Class 12 contains 209256 members 
Mstep: Class 13 contains 12938 members 
Mstep: Class 14 contains 160316 members 
Mstep: Class 15 contains 6676 members 
Mstep: Class 16 contains 21050 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 2969 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 9528 members 
Mstep: Class 22 contains 6337 members 
Mstep: Class 23 contains 16409 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 9539 members 
Mstep: Class 27 contains 7353 members 
Mstep: Class 28 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418556.000000 Penalty: 60951.093750
Iteration 53Q: 29 clusters Score -5.441856e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 3558 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 63886 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 22524 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 27278 members 
Mstep: Class 12 contains 209267 members 
Mstep: Class 13 contains 12887 members 
Mstep: Class 14 contains 160240 members 
Mstep: Class 15 contains 6690 members 
Mstep: Class 16 contains 21044 members 
Mstep: Class 17 contains 11742 members 
Mstep: Class 18 contains 2968 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5902 members 
Mstep: Class 21 contains 9594 members 
Mstep: Class 22 contains 6335 members 
Mstep: Class 23 contains 16403 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 9527 members 
Mstep: Class 27 contains 7351 members 
Mstep: Class 28 contains 2950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418640.000000 Penalty: 60951.093750
Iteration 54Q: 29 clusters Score -5.441864e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 63839 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 22468 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 27383 members 
Mstep: Class 12 contains 209281 members 
Mstep: Class 13 contains 12816 members 
Mstep: Class 14 contains 160203 members 
Mstep: Class 15 contains 6700 members 
Mstep: Class 16 contains 21040 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 6335 members 
Mstep: Class 23 contains 16388 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 9520 members 
Mstep: Class 27 contains 7348 members 
Mstep: Class 28 contains 2958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418792.000000 Penalty: 60951.093750
Iteration 55Q: 29 clusters Score -5.441879e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 63793 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 22406 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 27492 members 
Mstep: Class 12 contains 209288 members 
Mstep: Class 13 contains 12753 members 
Mstep: Class 14 contains 160173 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5911 members 
Mstep: Class 21 contains 9741 members 
Mstep: Class 22 contains 6333 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 9512 members 
Mstep: Class 27 contains 7342 members 
Mstep: Class 28 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418768.000000 Penalty: 60951.093750
Iteration 56Q: 29 clusters Score -5.441877e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 63763 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 22336 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 27583 members 
Mstep: Class 12 contains 209289 members 
Mstep: Class 13 contains 12710 members 
Mstep: Class 14 contains 160143 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 17 contains 11760 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 15188 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 16370 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 9516 members 
Mstep: Class 27 contains 7338 members 
Mstep: Class 28 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418848.000000 Penalty: 60951.093750
Iteration 57Q: 29 clusters Score -5.441885e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 63735 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 22274 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 27673 members 
Mstep: Class 12 contains 209293 members 
Mstep: Class 13 contains 12665 members 
Mstep: Class 14 contains 160118 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 15181 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 9875 members 
Mstep: Class 22 contains 6327 members 
Mstep: Class 23 contains 16363 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 9513 members 
Mstep: Class 27 contains 7334 members 
Mstep: Class 28 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418856.000000 Penalty: 60951.093750
Iteration 58Q: 29 clusters Score -5.441886e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 1614 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 63711 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 22212 members 
Mstep: Class 10 contains 1975 members 
Mstep: Class 11 contains 27740 members 
Mstep: Class 12 contains 209300 members 
Mstep: Class 13 contains 12626 members 
Mstep: Class 14 contains 160094 members 
Mstep: Class 15 contains 6748 members 
Mstep: Class 16 contains 21038 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 2929 members 
Mstep: Class 19 contains 15187 members 
Mstep: Class 20 contains 5928 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 6323 members 
Mstep: Class 23 contains 16335 members 
Mstep: Class 24 contains 3950 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 9510 members 
Mstep: Class 27 contains 7330 members 
Mstep: Class 28 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418912.000000 Penalty: 60951.093750
Iteration 59Q: 29 clusters Score -5.441891e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 63694 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 22161 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 27786 members 
Mstep: Class 12 contains 209322 members 
Mstep: Class 13 contains 12586 members 
Mstep: Class 14 contains 160082 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 21038 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 15189 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 16313 members 
Mstep: Class 24 contains 3951 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 9514 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 2982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418996.000000 Penalty: 60951.093750
Iteration 60F: 29 clusters Score -5.4419e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 63679 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 22122 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 27834 members 
Mstep: Class 12 contains 209324 members 
Mstep: Class 13 contains 12553 members 
Mstep: Class 14 contains 160059 members 
Mstep: Class 15 contains 6782 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 15183 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 3963 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 9519 members 
Mstep: Class 27 contains 7323 members 
Mstep: Class 28 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54418972.000000 Penalty: 60951.093750
Iteration 61Q: 29 clusters Score -5.441897e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 3513 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 63661 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 22085 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 27859 members 
Mstep: Class 12 contains 209326 members 
Mstep: Class 13 contains 12531 members 
Mstep: Class 14 contains 160040 members 
Mstep: Class 15 contains 6798 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 15184 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 16299 members 
Mstep: Class 24 contains 3973 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 9521 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 2990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419204.000000 Penalty: 60951.093750
Iteration 62Q: 29 clusters Score -5.44192e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 63638 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 22057 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 209327 members 
Mstep: Class 13 contains 12503 members 
Mstep: Class 14 contains 160031 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 15185 members 
Mstep: Class 20 contains 5934 members 
Mstep: Class 21 contains 10074 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 16297 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 3188 members 
Mstep: Class 26 contains 9518 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 2994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419188.000000 Penalty: 60951.093750
Iteration 63Q: 29 clusters Score -5.441919e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 63624 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 22019 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 27937 members 
Mstep: Class 12 contains 209330 members 
Mstep: Class 13 contains 12483 members 
Mstep: Class 14 contains 160014 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 21033 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 15187 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 16291 members 
Mstep: Class 24 contains 3994 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 9522 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 2996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419244.000000 Penalty: 60951.093750
Iteration 64Q: 29 clusters Score -5.441924e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 2735 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 63619 members 
Mstep: Class 8 contains 2278 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 27955 members 
Mstep: Class 12 contains 209333 members 
Mstep: Class 13 contains 12466 members 
Mstep: Class 14 contains 159996 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 21030 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 15190 members 
Mstep: Class 20 contains 5938 members 
Mstep: Class 21 contains 10136 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 16288 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 3191 members 
Mstep: Class 26 contains 9520 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419144.000000 Penalty: 60951.093750
Iteration 65Q: 29 clusters Score -5.441914e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 3487 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 63608 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 21949 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 27969 members 
Mstep: Class 12 contains 209341 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 159981 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 21028 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 15190 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 10169 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 16288 members 
Mstep: Class 24 contains 4009 members 
Mstep: Class 25 contains 3197 members 
Mstep: Class 26 contains 9518 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419132.000000 Penalty: 60951.093750
Iteration 66Q: 29 clusters Score -5.441913e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 63592 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 21913 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 27983 members 
Mstep: Class 12 contains 209351 members 
Mstep: Class 13 contains 12445 members 
Mstep: Class 14 contains 159989 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 21026 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5940 members 
Mstep: Class 21 contains 10203 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 16276 members 
Mstep: Class 24 contains 4012 members 
Mstep: Class 25 contains 3203 members 
Mstep: Class 26 contains 9528 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419152.000000 Penalty: 60951.093750
Iteration 67Q: 29 clusters Score -5.441915e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 63577 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 9 contains 21878 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 209357 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 159986 members 
Mstep: Class 15 contains 6854 members 
Mstep: Class 16 contains 21022 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 10246 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 16268 members 
Mstep: Class 24 contains 4016 members 
Mstep: Class 25 contains 3211 members 
Mstep: Class 26 contains 9537 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419124.000000 Penalty: 60951.093750
Iteration 68Q: 29 clusters Score -5.441912e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 63571 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 21838 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 28014 members 
Mstep: Class 12 contains 209360 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 159978 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 21020 members 
Mstep: Class 17 contains 11791 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 10289 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 16262 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 3218 members 
Mstep: Class 26 contains 9537 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419152.000000 Penalty: 60951.093750
Iteration 69Q: 29 clusters Score -5.441915e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10656 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 63565 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 21807 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 28038 members 
Mstep: Class 12 contains 209357 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 159970 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 15192 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 10321 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 16265 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 3226 members 
Mstep: Class 26 contains 9539 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419084.000000 Penalty: 60951.093750
Iteration 70Q: 29 clusters Score -5.441908e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 63555 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 21776 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 28047 members 
Mstep: Class 12 contains 209365 members 
Mstep: Class 13 contains 12389 members 
Mstep: Class 14 contains 159962 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 21014 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 10350 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 16265 members 
Mstep: Class 24 contains 4038 members 
Mstep: Class 25 contains 3240 members 
Mstep: Class 26 contains 9542 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419132.000000 Penalty: 60951.093750
Iteration 71Q: 29 clusters Score -5.441913e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10663 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 63553 members 
Mstep: Class 8 contains 2283 members 
Mstep: Class 9 contains 21746 members 
Mstep: Class 10 contains 2108 members 
Mstep: Class 11 contains 28067 members 
Mstep: Class 12 contains 209366 members 
Mstep: Class 13 contains 12381 members 
Mstep: Class 14 contains 159956 members 
Mstep: Class 15 contains 6861 members 
Mstep: Class 16 contains 21014 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 10366 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 16261 members 
Mstep: Class 24 contains 4052 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 9549 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419216.000000 Penalty: 60951.093750
Iteration 72Q: 29 clusters Score -5.441922e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 63551 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 21717 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 28066 members 
Mstep: Class 12 contains 209375 members 
Mstep: Class 13 contains 12373 members 
Mstep: Class 14 contains 159964 members 
Mstep: Class 15 contains 6865 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 10379 members 
Mstep: Class 22 contains 6306 members 
Mstep: Class 23 contains 16256 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 9557 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419384.000000 Penalty: 60951.093750
Iteration 73Q: 29 clusters Score -5.441938e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 3876 members 
Mstep: Class 7 contains 63534 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 21697 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 28065 members 
Mstep: Class 12 contains 209379 members 
Mstep: Class 13 contains 12370 members 
Mstep: Class 14 contains 159963 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 2913 members 
Mstep: Class 19 contains 15203 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 16256 members 
Mstep: Class 24 contains 4079 members 
Mstep: Class 25 contains 3311 members 
Mstep: Class 26 contains 9560 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419556.000000 Penalty: 60951.093750
Iteration 74Q: 29 clusters Score -5.441956e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 63525 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 21677 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 28076 members 
Mstep: Class 12 contains 209385 members 
Mstep: Class 13 contains 12364 members 
Mstep: Class 14 contains 159968 members 
Mstep: Class 15 contains 6882 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 15203 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 4096 members 
Mstep: Class 25 contains 3341 members 
Mstep: Class 26 contains 9567 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419764.000000 Penalty: 60951.093750
Iteration 75Q: 29 clusters Score -5.441976e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 63523 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 21650 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 28080 members 
Mstep: Class 12 contains 209394 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 159970 members 
Mstep: Class 15 contains 6883 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16262 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 9570 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419856.000000 Penalty: 60951.093750
Iteration 76Q: 29 clusters Score -5.441986e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10658 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 63516 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 21629 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 28083 members 
Mstep: Class 12 contains 209403 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 159968 members 
Mstep: Class 15 contains 6885 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 10450 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16275 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 3370 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419980.000000 Penalty: 60951.093750
Iteration 77Q: 29 clusters Score -5.441998e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 3448 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 63514 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 21612 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 28077 members 
Mstep: Class 12 contains 209401 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 159971 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 10473 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16281 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 3373 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420156.000000 Penalty: 60951.093750
Iteration 78Q: 29 clusters Score -5.442016e+07 nChanged 292
Entering ConstructFrom: 
Score: -54420156.000000 Penalty: 60951.093750
Entering ConstructFrom: 
Trying to split cluster 1 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1005312.812500 Penalty: 1521.970947
	Iteration 0F: 2 clusters Score -1005313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -997096.312500 Penalty: 3043.941895
	Iteration 0F: 3 clusters Score -997096.3 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -999870.812500 Penalty: 3043.941895
	Iteration 1F: 3 clusters Score -999870.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1000279.937500 Penalty: 3043.941895
	Iteration 2F: 3 clusters Score -1000280 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1000683.812500 Penalty: 3043.941895
	Iteration 3F: 3 clusters Score -1000684 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1001113.187500 Penalty: 3043.941895
	Iteration 4F: 3 clusters Score -1001113 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1001614.062500 Penalty: 3043.941895
	Iteration 5F: 3 clusters Score -1001614 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1002143.937500 Penalty: 3043.941895
	Iteration 6F: 3 clusters Score -1002144 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1002709.937500 Penalty: 3043.941895
	Iteration 7F: 3 clusters Score -1002710 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1003213.187500 Penalty: 3043.941895
	Iteration 8Q: 3 clusters Score -1003213 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1003521.875000 Penalty: 3043.941895
	Iteration 9Q: 3 clusters Score -1003522 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1003736.250000 Penalty: 3043.941895
	Iteration 10Q: 3 clusters Score -1003736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1003863.187500 Penalty: 3043.941895
	Iteration 11Q: 3 clusters Score -1003863 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1003967.687500 Penalty: 3043.941895
	Iteration 12Q: 3 clusters Score -1003968 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1004035.312500 Penalty: 3043.941895
	Iteration 13Q: 3 clusters Score -1004035 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1004098.687500 Penalty: 3043.941895
	Iteration 14Q: 3 clusters Score -1004099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1004145.375000 Penalty: 3043.941895
	Iteration 15Q: 3 clusters Score -1004145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1004183.437500 Penalty: 3043.941895
	Iteration 16Q: 3 clusters Score -1004183 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1004210.812500 Penalty: 3043.941895
	Iteration 17Q: 3 clusters Score -1004211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1004235.187500 Penalty: 3043.941895
	Iteration 18Q: 3 clusters Score -1004235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1004256.562500 Penalty: 3043.941895
	Iteration 19Q: 3 clusters Score -1004257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1004273.187500 Penalty: 3043.941895
	Iteration 20F: 3 clusters Score -1004273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1004292.187500 Penalty: 3043.941895
	Iteration 21Q: 3 clusters Score -1004292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1004305.750000 Penalty: 3043.941895
	Iteration 22Q: 3 clusters Score -1004306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1004325.937500 Penalty: 3043.941895
	Iteration 23Q: 3 clusters Score -1004326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1004347.937500 Penalty: 3043.941895
	Iteration 24Q: 3 clusters Score -1004348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1004363.000000 Penalty: 3043.941895
	Iteration 25Q: 3 clusters Score -1004363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1004375.125000 Penalty: 3043.941895
	Iteration 26Q: 3 clusters Score -1004375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1004387.312500 Penalty: 3043.941895
	Iteration 27Q: 3 clusters Score -1004387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1004393.937500 Penalty: 3043.941895
	Iteration 28Q: 3 clusters Score -1004394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1004399.937500 Penalty: 3043.941895
	Iteration 29Q: 3 clusters Score -1004400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1004407.250000 Penalty: 3043.941895
	Iteration 30Q: 3 clusters Score -1004407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1004410.812500 Penalty: 3043.941895
	Iteration 31Q: 3 clusters Score -1004411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1004416.187500 Penalty: 3043.941895
	Iteration 32Q: 3 clusters Score -1004416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1004421.187500 Penalty: 3043.941895
	Iteration 33Q: 3 clusters Score -1004421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1004426.187500 Penalty: 3043.941895
	Iteration 34Q: 3 clusters Score -1004426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1004428.937500 Penalty: 3043.941895
	Iteration 35Q: 3 clusters Score -1004429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1004431.375000 Penalty: 3043.941895
	Iteration 36Q: 3 clusters Score -1004431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1004434.812500 Penalty: 3043.941895
	Iteration 37Q: 3 clusters Score -1004435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1004438.187500 Penalty: 3043.941895
	Iteration 38Q: 3 clusters Score -1004438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1004439.937500 Penalty: 3043.941895
	Iteration 39Q: 3 clusters Score -1004440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1004440.125000 Penalty: 3043.941895
	Iteration 40F: 3 clusters Score -1004440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1004440.375000 Penalty: 3043.941895
	Iteration 41Q: 3 clusters Score -1004440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1004443.500000 Penalty: 3043.941895
	Iteration 42Q: 3 clusters Score -1004444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1004442.750000 Penalty: 3043.941895
	Iteration 43Q: 3 clusters Score -1004443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1004442.062500 Penalty: 3043.941895
	Iteration 44Q: 3 clusters Score -1004442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1004444.187500 Penalty: 3043.941895
	Iteration 45Q: 3 clusters Score -1004444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1004445.812500 Penalty: 3043.941895
	Iteration 46Q: 3 clusters Score -1004446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1004446.500000 Penalty: 3043.941895
	Iteration 47Q: 3 clusters Score -1004446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1004447.000000 Penalty: 3043.941895
	Iteration 48Q: 3 clusters Score -1004447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1004447.500000 Penalty: 3043.941895
	Iteration 49Q: 3 clusters Score -1004448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1004447.750000 Penalty: 3043.941895
	Iteration 50Q: 3 clusters Score -1004448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1004448.875000 Penalty: 3043.941895
	Iteration 51Q: 3 clusters Score -1004449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1004449.375000 Penalty: 3043.941895
	Iteration 52Q: 3 clusters Score -1004449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1004449.375000 Penalty: 3043.941895
	Iteration 53F: 3 clusters Score -1004449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Entering Unmasked Estep 
Score: -893008.875000 Penalty: 1506.852661
	Iteration 0F: 2 clusters Score -893008.9 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 5351 members 
Entering Unmasked Estep 
Score: -885402.625000 Penalty: 3013.705322
	Iteration 0F: 3 clusters Score -885402.6 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -888250.812500 Penalty: 3013.705322
	Iteration 1F: 3 clusters Score -888250.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -888749.687500 Penalty: 3013.705322
	Iteration 2F: 3 clusters Score -888749.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -889208.125000 Penalty: 3013.705322
	Iteration 3F: 3 clusters Score -889208.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -889631.937500 Penalty: 3013.705322
	Iteration 4F: 3 clusters Score -889631.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -889997.812500 Penalty: 3013.705322
	Iteration 5F: 3 clusters Score -889997.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -890278.750000 Penalty: 3013.705322
	Iteration 6Q: 3 clusters Score -890278.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -890516.375000 Penalty: 3013.705322
	Iteration 7Q: 3 clusters Score -890516.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -890726.500000 Penalty: 3013.705322
	Iteration 8Q: 3 clusters Score -890726.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -890928.250000 Penalty: 3013.705322
	Iteration 9Q: 3 clusters Score -890928.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -891069.875000 Penalty: 3013.705322
	Iteration 10Q: 3 clusters Score -891069.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -891189.937500 Penalty: 3013.705322
	Iteration 11Q: 3 clusters Score -891189.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -891307.000000 Penalty: 3013.705322
	Iteration 12Q: 3 clusters Score -891307 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -891393.812500 Penalty: 3013.705322
	Iteration 13Q: 3 clusters Score -891393.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -891454.687500 Penalty: 3013.705322
	Iteration 14Q: 3 clusters Score -891454.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -891507.000000 Penalty: 3013.705322
	Iteration 15Q: 3 clusters Score -891507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -891562.562500 Penalty: 3013.705322
	Iteration 16Q: 3 clusters Score -891562.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -891608.875000 Penalty: 3013.705322
	Iteration 17Q: 3 clusters Score -891608.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -891642.000000 Penalty: 3013.705322
	Iteration 18Q: 3 clusters Score -891642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -891690.562500 Penalty: 3013.705322
	Iteration 19Q: 3 clusters Score -891690.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -891745.000000 Penalty: 3013.705322
	Iteration 20F: 3 clusters Score -891745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -891800.687500 Penalty: 3013.705322
	Iteration 21Q: 3 clusters Score -891800.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -891854.125000 Penalty: 3013.705322
	Iteration 22Q: 3 clusters Score -891854.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -891896.812500 Penalty: 3013.705322
	Iteration 23Q: 3 clusters Score -891896.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -891936.000000 Penalty: 3013.705322
	Iteration 24Q: 3 clusters Score -891936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -891967.000000 Penalty: 3013.705322
	Iteration 25Q: 3 clusters Score -891967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -891990.750000 Penalty: 3013.705322
	Iteration 26Q: 3 clusters Score -891990.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -892020.812500 Penalty: 3013.705322
	Iteration 27Q: 3 clusters Score -892020.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -892040.437500 Penalty: 3013.705322
	Iteration 28Q: 3 clusters Score -892040.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -892054.375000 Penalty: 3013.705322
	Iteration 29Q: 3 clusters Score -892054.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -892068.375000 Penalty: 3013.705322
	Iteration 30Q: 3 clusters Score -892068.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -892085.312500 Penalty: 3013.705322
	Iteration 31Q: 3 clusters Score -892085.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -892099.187500 Penalty: 3013.705322
	Iteration 32Q: 3 clusters Score -892099.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -892117.812500 Penalty: 3013.705322
	Iteration 33Q: 3 clusters Score -892117.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -892141.187500 Penalty: 3013.705322
	Iteration 34Q: 3 clusters Score -892141.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -892158.750000 Penalty: 3013.705322
	Iteration 35Q: 3 clusters Score -892158.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -892176.437500 Penalty: 3013.705322
	Iteration 36Q: 3 clusters Score -892176.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -892186.187500 Penalty: 3013.705322
	Iteration 37Q: 3 clusters Score -892186.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -892199.125000 Penalty: 3013.705322
	Iteration 38Q: 3 clusters Score -892199.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -892206.625000 Penalty: 3013.705322
	Iteration 39Q: 3 clusters Score -892206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -892212.625000 Penalty: 3013.705322
	Iteration 40F: 3 clusters Score -892212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -892216.812500 Penalty: 3013.705322
	Iteration 41Q: 3 clusters Score -892216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -892220.250000 Penalty: 3013.705322
	Iteration 42Q: 3 clusters Score -892220.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -892227.312500 Penalty: 3013.705322
	Iteration 43Q: 3 clusters Score -892227.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -892231.062500 Penalty: 3013.705322
	Iteration 44Q: 3 clusters Score -892231.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -892237.125000 Penalty: 3013.705322
	Iteration 45Q: 3 clusters Score -892237.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -892236.562500 Penalty: 3013.705322
	Iteration 46Q: 3 clusters Score -892236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -892241.375000 Penalty: 3013.705322
	Iteration 47Q: 3 clusters Score -892241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -892242.125000 Penalty: 3013.705322
	Iteration 48Q: 3 clusters Score -892242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -892241.750000 Penalty: 3013.705322
	Iteration 49Q: 3 clusters Score -892241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -892242.250000 Penalty: 3013.705322
	Iteration 50Q: 3 clusters Score -892242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -892242.750000 Penalty: 3013.705322
	Iteration 51Q: 3 clusters Score -892242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -892243.875000 Penalty: 3013.705322
	Iteration 52Q: 3 clusters Score -892243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -892244.250000 Penalty: 3013.705322
	Iteration 53Q: 3 clusters Score -892244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -892244.625000 Penalty: 3013.705322
	Iteration 54Q: 3 clusters Score -892244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -892244.625000 Penalty: 3013.705322
	Iteration 55F: 3 clusters Score -892244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -187411.359375 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -187411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -185170.203125 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -185170.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -185648.281250 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -185648.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -185766.562500 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -185766.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -185837.015625 Penalty: 2507.125000
	Iteration 3Q: 3 clusters Score -185837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185893.171875 Penalty: 2507.125000
	Iteration 4Q: 3 clusters Score -185893.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -185940.156250 Penalty: 2507.125000
	Iteration 5Q: 3 clusters Score -185940.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185981.734375 Penalty: 2507.125000
	Iteration 6Q: 3 clusters Score -185981.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186027.796875 Penalty: 2507.125000
	Iteration 7Q: 3 clusters Score -186027.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186064.687500 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -186064.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -186098.234375 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -186098.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186121.031250 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -186121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186149.046875 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -186149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186190.921875 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -186190.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -186241.015625 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -186241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186337.453125 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -186337.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186465.656250 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -186465.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -186556.750000 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -186556.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -186608.437500 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -186608.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -186655.703125 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -186655.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186700.843750 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -186700.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186738.515625 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -186738.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -186762.781250 Penalty: 2507.125000
	Iteration 21Q: 3 clusters Score -186762.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -186781.281250 Penalty: 2507.125000
	Iteration 22Q: 3 clusters Score -186781.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186796.953125 Penalty: 2507.125000
	Iteration 23Q: 3 clusters Score -186797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186807.546875 Penalty: 2507.125000
	Iteration 24Q: 3 clusters Score -186807.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186816.859375 Penalty: 2507.125000
	Iteration 25Q: 3 clusters Score -186816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186820.078125 Penalty: 2507.125000
	Iteration 26Q: 3 clusters Score -186820.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186824.968750 Penalty: 2507.125000
	Iteration 27Q: 3 clusters Score -186825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186832.203125 Penalty: 2507.125000
	Iteration 28Q: 3 clusters Score -186832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186836.906250 Penalty: 2507.125000
	Iteration 29Q: 3 clusters Score -186836.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -186846.296875 Penalty: 2507.125000
	Iteration 30Q: 3 clusters Score -186846.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186855.406250 Penalty: 2507.125000
	Iteration 31Q: 3 clusters Score -186855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -186865.531250 Penalty: 2507.125000
	Iteration 32Q: 3 clusters Score -186865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186878.859375 Penalty: 2507.125000
	Iteration 33Q: 3 clusters Score -186878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186890.218750 Penalty: 2507.125000
	Iteration 34Q: 3 clusters Score -186890.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186899.765625 Penalty: 2507.125000
	Iteration 35Q: 3 clusters Score -186899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186907.515625 Penalty: 2507.125000
	Iteration 36Q: 3 clusters Score -186907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186916.765625 Penalty: 2507.125000
	Iteration 37Q: 3 clusters Score -186916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186924.546875 Penalty: 2507.125000
	Iteration 38Q: 3 clusters Score -186924.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186932.265625 Penalty: 2507.125000
	Iteration 39Q: 3 clusters Score -186932.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186936.250000 Penalty: 2507.125000
	Iteration 40F: 3 clusters Score -186936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186937.734375 Penalty: 2507.125000
	Iteration 41Q: 3 clusters Score -186937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186938.265625 Penalty: 2507.125000
	Iteration 42Q: 3 clusters Score -186938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186938.265625 Penalty: 2507.125000
	Iteration 43F: 3 clusters Score -186938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Entering Unmasked Estep 
Score: -271536.718750 Penalty: 1323.746094
	Iteration 0F: 2 clusters Score -271536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -268580.656250 Penalty: 2647.492188
	Iteration 0F: 3 clusters Score -268580.7 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -269482.781250 Penalty: 2647.492188
	Iteration 1F: 3 clusters Score -269482.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -269895.750000 Penalty: 2647.492188
	Iteration 2F: 3 clusters Score -269895.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -270314.093750 Penalty: 2647.492188
	Iteration 3F: 3 clusters Score -270314.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -270652.218750 Penalty: 2647.492188
	Iteration 4F: 3 clusters Score -270652.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -270844.937500 Penalty: 2647.492188
	Iteration 5F: 3 clusters Score -270844.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -270948.218750 Penalty: 2647.492188
	Iteration 6Q: 3 clusters Score -270948.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -271001.343750 Penalty: 2647.492188
	Iteration 7Q: 3 clusters Score -271001.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -271041.250000 Penalty: 2647.492188
	Iteration 8Q: 3 clusters Score -271041.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -271065.687500 Penalty: 2647.492188
	Iteration 9Q: 3 clusters Score -271065.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -271084.312500 Penalty: 2647.492188
	Iteration 10Q: 3 clusters Score -271084.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -271096.781250 Penalty: 2647.492188
	Iteration 11Q: 3 clusters Score -271096.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -271109.718750 Penalty: 2647.492188
	Iteration 12Q: 3 clusters Score -271109.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -271118.843750 Penalty: 2647.492188
	Iteration 13Q: 3 clusters Score -271118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -271122.437500 Penalty: 2647.492188
	Iteration 14Q: 3 clusters Score -271122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -271124.093750 Penalty: 2647.492188
	Iteration 15Q: 3 clusters Score -271124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -271125.187500 Penalty: 2647.492188
	Iteration 16Q: 3 clusters Score -271125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -271126.281250 Penalty: 2647.492188
	Iteration 17Q: 3 clusters Score -271126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -271127.250000 Penalty: 2647.492188
	Iteration 18Q: 3 clusters Score -271127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -271128.937500 Penalty: 2647.492188
	Iteration 19Q: 3 clusters Score -271128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -271131.531250 Penalty: 2647.492188
	Iteration 20F: 3 clusters Score -271131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -271131.875000 Penalty: 2647.492188
	Iteration 21Q: 3 clusters Score -271131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -271132.437500 Penalty: 2647.492188
	Iteration 22Q: 3 clusters Score -271132.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -271135.656250 Penalty: 2647.492188
	Iteration 23Q: 3 clusters Score -271135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -271137.781250 Penalty: 2647.492188
	Iteration 24Q: 3 clusters Score -271137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -271140.093750 Penalty: 2647.492188
	Iteration 25Q: 3 clusters Score -271140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -271141.562500 Penalty: 2647.492188
	Iteration 26Q: 3 clusters Score -271141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -271142.812500 Penalty: 2647.492188
	Iteration 27Q: 3 clusters Score -271142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -271143.281250 Penalty: 2647.492188
	Iteration 28Q: 3 clusters Score -271143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -271143.281250 Penalty: 2647.492188
	Iteration 29F: 3 clusters Score -271143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -110149.750000 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -110149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -108361.406250 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -108361.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108870.812500 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -108870.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -109050.718750 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -109050.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -109184.203125 Penalty: 2400.200195
	Iteration 3F: 3 clusters Score -109184.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -109304.484375 Penalty: 2400.200195
	Iteration 4F: 3 clusters Score -109304.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109402.687500 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -109402.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109508.750000 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -109508.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109590.429688 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -109590.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109645.968750 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -109646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109681.695312 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -109681.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -109707.203125 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -109707.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109725.507812 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -109725.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109739.523438 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -109739.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109750.335938 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -109750.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109765.070312 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -109765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109773.554688 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -109773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109786.101562 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -109786.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109800.859375 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -109800.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -109821.601562 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -109821.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -109860.539062 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -109860.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109893.140625 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -109893.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -109914.742188 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -109914.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109928.921875 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -109928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -109936.375000 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -109936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109940.257812 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -109940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -109941.562500 Penalty: 2400.200195
	Iteration 25Q: 3 clusters Score -109941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109941.757812 Penalty: 2400.200195
	Iteration 26Q: 3 clusters Score -109941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -109941.757812 Penalty: 2400.200195
	Iteration 27F: 3 clusters Score -109941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -333056.968750 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -333057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -329725.875000 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -329725.9 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -330654.312500 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -330654.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -331015.531250 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -331015.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -331309.562500 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -331309.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -331548.375000 Penalty: 2696.539551
	Iteration 4F: 3 clusters Score -331548.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -331752.062500 Penalty: 2696.539551
	Iteration 5F: 3 clusters Score -331752.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331949.593750 Penalty: 2696.539551
	Iteration 6F: 3 clusters Score -331949.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -332137.218750 Penalty: 2696.539551
	Iteration 7F: 3 clusters Score -332137.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -332282.968750 Penalty: 2696.539551
	Iteration 8Q: 3 clusters Score -332283 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -332369.875000 Penalty: 2696.539551
	Iteration 9Q: 3 clusters Score -332369.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -332445.468750 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -332445.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -332495.625000 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -332495.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -332518.000000 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -332518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -332529.781250 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -332529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -332536.812500 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -332536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -332542.781250 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -332542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -332548.687500 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -332548.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -332555.531250 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -332555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -332558.562500 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -332558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -332564.375000 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -332564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -332569.500000 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -332569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -332576.375000 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -332576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -332580.750000 Penalty: 2696.539551
	Iteration 22Q: 3 clusters Score -332580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -332585.406250 Penalty: 2696.539551
	Iteration 23Q: 3 clusters Score -332585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -332587.812500 Penalty: 2696.539551
	Iteration 24Q: 3 clusters Score -332587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -332588.937500 Penalty: 2696.539551
	Iteration 25Q: 3 clusters Score -332588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -332589.125000 Penalty: 2696.539551
	Iteration 26Q: 3 clusters Score -332589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -332589.375000 Penalty: 2696.539551
	Iteration 27Q: 3 clusters Score -332589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -332589.375000 Penalty: 2696.539551
	Iteration 28F: 3 clusters Score -332589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Entering Unmasked Estep 
Score: -5455834.000000 Penalty: 1797.061890
	Iteration 0F: 2 clusters Score -5455834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -5413327.000000 Penalty: 3594.123779
	Iteration 0F: 3 clusters Score -5413327 nChanged 30108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -5430708.500000 Penalty: 3594.123779
	Iteration 1F: 3 clusters Score -5430708 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -5431624.500000 Penalty: 3594.123779
	Iteration 2Q: 3 clusters Score -5431624 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5432674.500000 Penalty: 3594.123779
	Iteration 3Q: 3 clusters Score -5432674 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -5434068.000000 Penalty: 3594.123779
	Iteration 4Q: 3 clusters Score -5434068 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5435945.500000 Penalty: 3594.123779
	Iteration 5F: 3 clusters Score -5435946 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -5438724.500000 Penalty: 3594.123779
	Iteration 6F: 3 clusters Score -5438724 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5442264.000000 Penalty: 3594.123779
	Iteration 7F: 3 clusters Score -5442264 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -5446005.500000 Penalty: 3594.123779
	Iteration 8F: 3 clusters Score -5446006 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -5449123.500000 Penalty: 3594.123779
	Iteration 9F: 3 clusters Score -5449124 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -5451191.000000 Penalty: 3594.123779
	Iteration 10Q: 3 clusters Score -5451191 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -5452437.500000 Penalty: 3594.123779
	Iteration 11Q: 3 clusters Score -5452438 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -5453189.500000 Penalty: 3594.123779
	Iteration 12Q: 3 clusters Score -5453190 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -5453661.500000 Penalty: 3594.123779
	Iteration 13Q: 3 clusters Score -5453662 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -5453927.000000 Penalty: 3594.123779
	Iteration 14Q: 3 clusters Score -5453927 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -5454088.000000 Penalty: 3594.123779
	Iteration 15Q: 3 clusters Score -5454088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -5454183.000000 Penalty: 3594.123779
	Iteration 16Q: 3 clusters Score -5454183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -5454237.500000 Penalty: 3594.123779
	Iteration 17Q: 3 clusters Score -5454238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -5454277.500000 Penalty: 3594.123779
	Iteration 18Q: 3 clusters Score -5454278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -5454318.000000 Penalty: 3594.123779
	Iteration 19Q: 3 clusters Score -5454318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 63039 members 
Entering Unmasked Estep 
Score: -5454333.500000 Penalty: 3594.123779
	Iteration 20F: 3 clusters Score -5454334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -5454356.500000 Penalty: 3594.123779
	Iteration 21Q: 3 clusters Score -5454356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -5454374.500000 Penalty: 3594.123779
	Iteration 22Q: 3 clusters Score -5454374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -5454390.500000 Penalty: 3594.123779
	Iteration 23Q: 3 clusters Score -5454390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -5454396.000000 Penalty: 3594.123779
	Iteration 24Q: 3 clusters Score -5454396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -5454413.500000 Penalty: 3594.123779
	Iteration 25Q: 3 clusters Score -5454414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -5454423.000000 Penalty: 3594.123779
	Iteration 26Q: 3 clusters Score -5454423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -5454430.500000 Penalty: 3594.123779
	Iteration 27Q: 3 clusters Score -5454430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -5454431.000000 Penalty: 3594.123779
	Iteration 28Q: 3 clusters Score -5454431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -5454431.000000 Penalty: 3594.123779
	Iteration 29F: 3 clusters Score -5454431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -188235.640625 Penalty: 1256.936890
	Iteration 0F: 2 clusters Score -188235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -185973.140625 Penalty: 2513.873779
	Iteration 0F: 3 clusters Score -185973.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -186496.515625 Penalty: 2513.873779
	Iteration 1F: 3 clusters Score -186496.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -186618.406250 Penalty: 2513.873779
	Iteration 2F: 3 clusters Score -186618.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -186692.875000 Penalty: 2513.873779
	Iteration 3Q: 3 clusters Score -186692.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186769.828125 Penalty: 2513.873779
	Iteration 4Q: 3 clusters Score -186769.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186871.375000 Penalty: 2513.873779
	Iteration 5Q: 3 clusters Score -186871.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -187009.015625 Penalty: 2513.873779
	Iteration 6Q: 3 clusters Score -187009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -187126.265625 Penalty: 2513.873779
	Iteration 7Q: 3 clusters Score -187126.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -187205.578125 Penalty: 2513.873779
	Iteration 8Q: 3 clusters Score -187205.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -187256.218750 Penalty: 2513.873779
	Iteration 9Q: 3 clusters Score -187256.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -187303.390625 Penalty: 2513.873779
	Iteration 10Q: 3 clusters Score -187303.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -187336.531250 Penalty: 2513.873779
	Iteration 11Q: 3 clusters Score -187336.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -187360.375000 Penalty: 2513.873779
	Iteration 12Q: 3 clusters Score -187360.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187385.625000 Penalty: 2513.873779
	Iteration 13Q: 3 clusters Score -187385.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -187422.015625 Penalty: 2513.873779
	Iteration 14Q: 3 clusters Score -187422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -187464.156250 Penalty: 2513.873779
	Iteration 15Q: 3 clusters Score -187464.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -187504.593750 Penalty: 2513.873779
	Iteration 16Q: 3 clusters Score -187504.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -187541.250000 Penalty: 2513.873779
	Iteration 17Q: 3 clusters Score -187541.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -187574.859375 Penalty: 2513.873779
	Iteration 18Q: 3 clusters Score -187574.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -187602.312500 Penalty: 2513.873779
	Iteration 19Q: 3 clusters Score -187602.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187616.265625 Penalty: 2513.873779
	Iteration 20F: 3 clusters Score -187616.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -187623.156250 Penalty: 2513.873779
	Iteration 21Q: 3 clusters Score -187623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -187628.671875 Penalty: 2513.873779
	Iteration 22Q: 3 clusters Score -187628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -187631.187500 Penalty: 2513.873779
	Iteration 23Q: 3 clusters Score -187631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -187633.265625 Penalty: 2513.873779
	Iteration 24Q: 3 clusters Score -187633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -187636.421875 Penalty: 2513.873779
	Iteration 25Q: 3 clusters Score -187636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -187637.312500 Penalty: 2513.873779
	Iteration 26Q: 3 clusters Score -187637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -187638.906250 Penalty: 2513.873779
	Iteration 27Q: 3 clusters Score -187638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -187639.859375 Penalty: 2513.873779
	Iteration 28Q: 3 clusters Score -187639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -187640.734375 Penalty: 2513.873779
	Iteration 29Q: 3 clusters Score -187640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -187642.546875 Penalty: 2513.873779
	Iteration 30Q: 3 clusters Score -187642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187644.437500 Penalty: 2513.873779
	Iteration 31Q: 3 clusters Score -187644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -187646.531250 Penalty: 2513.873779
	Iteration 32Q: 3 clusters Score -187646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -187649.031250 Penalty: 2513.873779
	Iteration 33Q: 3 clusters Score -187649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -187649.531250 Penalty: 2513.873779
	Iteration 34Q: 3 clusters Score -187649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -187649.531250 Penalty: 2513.873779
	Iteration 35F: 3 clusters Score -187649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Entering Unmasked Estep 
Score: -1848875.625000 Penalty: 1621.777832
	Iteration 0F: 2 clusters Score -1848876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1834071.250000 Penalty: 3243.555664
	Iteration 0F: 3 clusters Score -1834071 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1839498.000000 Penalty: 3243.555664
	Iteration 1F: 3 clusters Score -1839498 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1839876.750000 Penalty: 3243.555664
	Iteration 2Q: 3 clusters Score -1839877 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1840181.625000 Penalty: 3243.555664
	Iteration 3Q: 3 clusters Score -1840182 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1840464.375000 Penalty: 3243.555664
	Iteration 4Q: 3 clusters Score -1840464 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1840799.375000 Penalty: 3243.555664
	Iteration 5Q: 3 clusters Score -1840799 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1841200.000000 Penalty: 3243.555664
	Iteration 6Q: 3 clusters Score -1841200 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1841813.750000 Penalty: 3243.555664
	Iteration 7Q: 3 clusters Score -1841814 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1842713.750000 Penalty: 3243.555664
	Iteration 8F: 3 clusters Score -1842714 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1843875.000000 Penalty: 3243.555664
	Iteration 9F: 3 clusters Score -1843875 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1845143.875000 Penalty: 3243.555664
	Iteration 10F: 3 clusters Score -1845144 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1846113.500000 Penalty: 3243.555664
	Iteration 11Q: 3 clusters Score -1846114 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1846726.750000 Penalty: 3243.555664
	Iteration 12Q: 3 clusters Score -1846727 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1847066.750000 Penalty: 3243.555664
	Iteration 13Q: 3 clusters Score -1847067 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1847259.875000 Penalty: 3243.555664
	Iteration 14Q: 3 clusters Score -1847260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1847367.375000 Penalty: 3243.555664
	Iteration 15Q: 3 clusters Score -1847367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1847428.875000 Penalty: 3243.555664
	Iteration 16Q: 3 clusters Score -1847429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1847458.625000 Penalty: 3243.555664
	Iteration 17Q: 3 clusters Score -1847459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1847474.000000 Penalty: 3243.555664
	Iteration 18Q: 3 clusters Score -1847474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1847488.625000 Penalty: 3243.555664
	Iteration 19Q: 3 clusters Score -1847489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -1847505.375000 Penalty: 3243.555664
	Iteration 20F: 3 clusters Score -1847505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1847516.250000 Penalty: 3243.555664
	Iteration 21Q: 3 clusters Score -1847516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1847522.625000 Penalty: 3243.555664
	Iteration 22Q: 3 clusters Score -1847523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1847525.875000 Penalty: 3243.555664
	Iteration 23Q: 3 clusters Score -1847526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1847525.625000 Penalty: 3243.555664
	Iteration 24Q: 3 clusters Score -1847526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -1847527.375000 Penalty: 3243.555664
	Iteration 25Q: 3 clusters Score -1847527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1847529.375000 Penalty: 3243.555664
	Iteration 26Q: 3 clusters Score -1847529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1847528.125000 Penalty: 3243.555664
	Iteration 27Q: 3 clusters Score -1847528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1847528.125000 Penalty: 3243.555664
	Iteration 28F: 3 clusters Score -1847528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -164839.515625 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -164839.5 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 1025 members 
Entering Unmasked Estep 
Score: -162641.609375 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -162641.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -163108.296875 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -163108.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163238.734375 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -163238.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -163331.687500 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -163331.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163398.390625 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -163398.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163453.875000 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -163453.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -163497.296875 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -163497.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163542.078125 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -163542.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163612.515625 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -163612.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -163700.328125 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -163700.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163790.843750 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -163790.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -163890.609375 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -163890.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163972.390625 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -163972.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -164032.984375 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -164033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -164073.406250 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -164073.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164100.375000 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -164100.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -164129.500000 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -164129.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164151.468750 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -164151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -164165.546875 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -164165.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -164178.593750 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -164178.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -164189.531250 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -164189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164198.250000 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -164198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164208.906250 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -164208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164216.140625 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -164216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -164222.546875 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -164222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164228.062500 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -164228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164230.906250 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -164230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164232.781250 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -164232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164239.640625 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -164239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -164245.843750 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -164245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164252.531250 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -164252.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -164254.234375 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -164254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164256.296875 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -164256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164257.546875 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -164257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164258.906250 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -164258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164259.718750 Penalty: 2493.040771
	Iteration 35Q: 3 clusters Score -164259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164260.687500 Penalty: 2493.040771
	Iteration 36Q: 3 clusters Score -164260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164261.781250 Penalty: 2493.040771
	Iteration 37Q: 3 clusters Score -164261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -164264.140625 Penalty: 2493.040771
	Iteration 38Q: 3 clusters Score -164264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164265.296875 Penalty: 2493.040771
	Iteration 39Q: 3 clusters Score -164265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164266.734375 Penalty: 2493.040771
	Iteration 40F: 3 clusters Score -164266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164267.734375 Penalty: 2493.040771
	Iteration 41Q: 3 clusters Score -164267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164267.734375 Penalty: 2493.040771
	Iteration 42F: 3 clusters Score -164267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Entering Unmasked Estep 
Score: -2196245.000000 Penalty: 1664.491821
	Iteration 0F: 2 clusters Score -2196245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2177326.000000 Penalty: 3328.983643
	Iteration 0F: 3 clusters Score -2177326 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2184999.000000 Penalty: 3328.983643
	Iteration 1F: 3 clusters Score -2184999 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2185719.750000 Penalty: 3328.983643
	Iteration 2F: 3 clusters Score -2185720 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2186402.500000 Penalty: 3328.983643
	Iteration 3F: 3 clusters Score -2186402 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2187106.750000 Penalty: 3328.983643
	Iteration 4F: 3 clusters Score -2187107 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2187831.000000 Penalty: 3328.983643
	Iteration 5F: 3 clusters Score -2187831 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2188591.500000 Penalty: 3328.983643
	Iteration 6F: 3 clusters Score -2188592 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2189463.000000 Penalty: 3328.983643
	Iteration 7F: 3 clusters Score -2189463 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2190327.750000 Penalty: 3328.983643
	Iteration 8Q: 3 clusters Score -2190328 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2191116.750000 Penalty: 3328.983643
	Iteration 9Q: 3 clusters Score -2191117 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2191708.500000 Penalty: 3328.983643
	Iteration 10Q: 3 clusters Score -2191708 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2192158.500000 Penalty: 3328.983643
	Iteration 11Q: 3 clusters Score -2192158 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2192498.000000 Penalty: 3328.983643
	Iteration 12Q: 3 clusters Score -2192498 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2192761.750000 Penalty: 3328.983643
	Iteration 13Q: 3 clusters Score -2192762 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2192978.500000 Penalty: 3328.983643
	Iteration 14Q: 3 clusters Score -2192978 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2193161.000000 Penalty: 3328.983643
	Iteration 15Q: 3 clusters Score -2193161 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2193319.500000 Penalty: 3328.983643
	Iteration 16Q: 3 clusters Score -2193320 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2193457.500000 Penalty: 3328.983643
	Iteration 17Q: 3 clusters Score -2193458 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2193549.750000 Penalty: 3328.983643
	Iteration 18Q: 3 clusters Score -2193550 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2193629.250000 Penalty: 3328.983643
	Iteration 19Q: 3 clusters Score -2193629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2193685.500000 Penalty: 3328.983643
	Iteration 20F: 3 clusters Score -2193686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2193726.750000 Penalty: 3328.983643
	Iteration 21Q: 3 clusters Score -2193727 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2193770.000000 Penalty: 3328.983643
	Iteration 22Q: 3 clusters Score -2193770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2193803.500000 Penalty: 3328.983643
	Iteration 23Q: 3 clusters Score -2193804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2193831.500000 Penalty: 3328.983643
	Iteration 24Q: 3 clusters Score -2193832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2193852.000000 Penalty: 3328.983643
	Iteration 25Q: 3 clusters Score -2193852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2193876.750000 Penalty: 3328.983643
	Iteration 26Q: 3 clusters Score -2193877 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2193901.250000 Penalty: 3328.983643
	Iteration 27Q: 3 clusters Score -2193901 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2193927.250000 Penalty: 3328.983643
	Iteration 28Q: 3 clusters Score -2193927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2193944.500000 Penalty: 3328.983643
	Iteration 29Q: 3 clusters Score -2193944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2193976.750000 Penalty: 3328.983643
	Iteration 30Q: 3 clusters Score -2193977 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2194012.000000 Penalty: 3328.983643
	Iteration 31Q: 3 clusters Score -2194012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2194036.250000 Penalty: 3328.983643
	Iteration 32Q: 3 clusters Score -2194036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2194065.250000 Penalty: 3328.983643
	Iteration 33Q: 3 clusters Score -2194065 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2194081.750000 Penalty: 3328.983643
	Iteration 34Q: 3 clusters Score -2194082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2194099.250000 Penalty: 3328.983643
	Iteration 35Q: 3 clusters Score -2194099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2194121.500000 Penalty: 3328.983643
	Iteration 36Q: 3 clusters Score -2194122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2194139.000000 Penalty: 3328.983643
	Iteration 37Q: 3 clusters Score -2194139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2194148.250000 Penalty: 3328.983643
	Iteration 38Q: 3 clusters Score -2194148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2194165.250000 Penalty: 3328.983643
	Iteration 39Q: 3 clusters Score -2194165 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2194178.250000 Penalty: 3328.983643
	Iteration 40F: 3 clusters Score -2194178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2194183.250000 Penalty: 3328.983643
	Iteration 41Q: 3 clusters Score -2194183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2194176.500000 Penalty: 3328.983643
	Iteration 42Q: 3 clusters Score -2194176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2194192.000000 Penalty: 3328.983643
	Iteration 43Q: 3 clusters Score -2194192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2194194.250000 Penalty: 3328.983643
	Iteration 44Q: 3 clusters Score -2194194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2194199.500000 Penalty: 3328.983643
	Iteration 45Q: 3 clusters Score -2194200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2194197.500000 Penalty: 3328.983643
	Iteration 46Q: 3 clusters Score -2194198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2194204.500000 Penalty: 3328.983643
	Iteration 47Q: 3 clusters Score -2194204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2194203.500000 Penalty: 3328.983643
	Iteration 48Q: 3 clusters Score -2194204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2194205.250000 Penalty: 3328.983643
	Iteration 49Q: 3 clusters Score -2194205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2194206.250000 Penalty: 3328.983643
	Iteration 50Q: 3 clusters Score -2194206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2194205.500000 Penalty: 3328.983643
	Iteration 51Q: 3 clusters Score -2194206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2194203.750000 Penalty: 3328.983643
	Iteration 52Q: 3 clusters Score -2194204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2194201.250000 Penalty: 3328.983643
	Iteration 53Q: 3 clusters Score -2194201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2194201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2194200.250000 Penalty: 3328.983643
	Iteration 55Q: 3 clusters Score -2194200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2194199.000000 Penalty: 3328.983643
	Iteration 56Q: 3 clusters Score -2194199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2194203.750000 Penalty: 3328.983643
	Iteration 57Q: 3 clusters Score -2194204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2194202.500000 Penalty: 3328.983643
	Iteration 58Q: 3 clusters Score -2194202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2194203.000000 Penalty: 3328.983643
	Iteration 59Q: 3 clusters Score -2194203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2194204.250000 Penalty: 3328.983643
	Iteration 60F: 3 clusters Score -2194204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2194209.250000 Penalty: 3328.983643
	Iteration 61Q: 3 clusters Score -2194209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2194206.500000 Penalty: 3328.983643
	Iteration 62Q: 3 clusters Score -2194206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2194210 nChanged 19
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Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2194210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2194209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2194217.500000 Penalty: 3328.983643
	Iteration 66Q: 3 clusters Score -2194218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2194214.000000 Penalty: 3328.983643
	Iteration 67Q: 3 clusters Score -2194214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2194218.250000 Penalty: 3328.983643
	Iteration 68Q: 3 clusters Score -2194218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2194221.500000 Penalty: 3328.983643
	Iteration 69Q: 3 clusters Score -2194222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2194224.250000 Penalty: 3328.983643
	Iteration 70Q: 3 clusters Score -2194224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2194229.250000 Penalty: 3328.983643
	Iteration 71Q: 3 clusters Score -2194229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2194236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2194236 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2194234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2194236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2194237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2194232.500000 Penalty: 3328.983643
	Iteration 77Q: 3 clusters Score -2194232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2194233.000000 Penalty: 3328.983643
	Iteration 78Q: 3 clusters Score -2194233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2194243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2194241.750000 Penalty: 3328.983643
	Iteration 80F: 3 clusters Score -2194242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2194242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2194246 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2194258 nChanged 39
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Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2194260 nChanged 39
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Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2194273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2194279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2194283.000000 Penalty: 3328.983643
	Iteration 91Q: 3 clusters Score -2194283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2194292 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22598 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2194294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2194302.250000 Penalty: 3328.983643
	Iteration 94Q: 3 clusters Score -2194302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2194306 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2194300.750000 Penalty: 3328.983643
	Iteration 96Q: 3 clusters Score -2194301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2194297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2194313.250000 Penalty: 3328.983643
	Iteration 98Q: 3 clusters Score -2194313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2194317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2194322.750000 Penalty: 3328.983643
	Iteration 100F: 3 clusters Score -2194323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2194322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2194328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
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Entering Unmasked Estep 
Score: -2194335.250000 Penalty: 3328.983643
	Iteration 103Q: 3 clusters Score -2194335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2194343.000000 Penalty: 3328.983643
	Iteration 104Q: 3 clusters Score -2194343 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2194343 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23026 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2194342 nChanged 38
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Mstep: Class 1 contains 23060 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2194346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2194349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2194353.750000 Penalty: 3328.983643
	Iteration 109Q: 3 clusters Score -2194354 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2194360 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23200 members 
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Entering Unmasked Estep 
Score: -2194368.000000 Penalty: 3328.983643
	Iteration 111Q: 3 clusters Score -2194368 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23226 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2194372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
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Entering Unmasked Estep 
Score: -2194376.500000 Penalty: 3328.983643
	Iteration 113Q: 3 clusters Score -2194376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2194380 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23321 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2194376 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23354 members 
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Entering Unmasked Estep 
Score: -2194382.000000 Penalty: 3328.983643
	Iteration 116Q: 3 clusters Score -2194382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
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Entering Unmasked Estep 
Score: -2194397.000000 Penalty: 3328.983643
	Iteration 117Q: 3 clusters Score -2194397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
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Entering Unmasked Estep 
Score: -2194403.250000 Penalty: 3328.983643
	Iteration 118Q: 3 clusters Score -2194403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
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Entering Unmasked Estep 
Score: -2194412.750000 Penalty: 3328.983643
	Iteration 119Q: 3 clusters Score -2194413 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2194423.500000 Penalty: 3328.983643
	Iteration 120F: 3 clusters Score -2194424 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2194433 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2194440.500000 Penalty: 3328.983643
	Iteration 122Q: 3 clusters Score -2194440 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2194449 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2194468 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2194478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2194490.250000 Penalty: 3328.983643
	Iteration 126Q: 3 clusters Score -2194490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2194508 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24105 members 
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Entering Unmasked Estep 
Score: -2194521.500000 Penalty: 3328.983643
	Iteration 128Q: 3 clusters Score -2194522 nChanged 80
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Mstep: Class 2 contains 3905 members 
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	Iteration 129Q: 3 clusters Score -2194540 nChanged 94
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Mstep: Class 1 contains 24263 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2194558 nChanged 107
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Mstep: Class 1 contains 24356 members 
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	Iteration 131Q: 3 clusters Score -2194589 nChanged 104
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Mstep: Class 1 contains 24450 members 
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Entering Unmasked Estep 
Score: -2194630.250000 Penalty: 3328.983643
	Iteration 132Q: 3 clusters Score -2194630 nChanged 132
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Mstep: Class 1 contains 24562 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2194676 nChanged 122
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Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2194711.000000 Penalty: 3328.983643
	Iteration 134Q: 3 clusters Score -2194711 nChanged 116
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Mstep: Class 1 contains 24774 members 
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	Iteration 135Q: 3 clusters Score -2194758 nChanged 120
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Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2194803.000000 Penalty: 3328.983643
	Iteration 136Q: 3 clusters Score -2194803 nChanged 109
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Mstep: Class 1 contains 24981 members 
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Entering Unmasked Estep 
Score: -2194838.250000 Penalty: 3328.983643
	Iteration 137Q: 3 clusters Score -2194838 nChanged 124
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Mstep: Class 1 contains 25087 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2194889 nChanged 118
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Mstep: Class 1 contains 25181 members 
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Entering Unmasked Estep 
Score: -2194928.250000 Penalty: 3328.983643
	Iteration 139Q: 3 clusters Score -2194928 nChanged 114
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Mstep: Class 1 contains 25263 members 
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Entering Unmasked Estep 
Score: -2194973.750000 Penalty: 3328.983643
	Iteration 140F: 3 clusters Score -2194974 nChanged 109
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Mstep: Class 1 contains 25344 members 
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Entering Unmasked Estep 
Score: -2195017.250000 Penalty: 3328.983643
	Iteration 141Q: 3 clusters Score -2195017 nChanged 109
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Mstep: Class 1 contains 25415 members 
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Entering Unmasked Estep 
Score: -2195048.500000 Penalty: 3328.983643
	Iteration 142Q: 3 clusters Score -2195048 nChanged 91
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Mstep: Class 1 contains 25480 members 
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Entering Unmasked Estep 
Score: -2195081.750000 Penalty: 3328.983643
	Iteration 143Q: 3 clusters Score -2195082 nChanged 78
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Mstep: Class 1 contains 25528 members 
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Entering Unmasked Estep 
Score: -2195100.750000 Penalty: 3328.983643
	Iteration 144Q: 3 clusters Score -2195101 nChanged 85
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Mstep: Class 1 contains 25583 members 
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Entering Unmasked Estep 
Score: -2195126.000000 Penalty: 3328.983643
	Iteration 145Q: 3 clusters Score -2195126 nChanged 73
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Entering Unmasked Estep 
Score: -2195154.500000 Penalty: 3328.983643
	Iteration 146Q: 3 clusters Score -2195154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2195175.500000 Penalty: 3328.983643
	Iteration 147Q: 3 clusters Score -2195176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2195190.750000 Penalty: 3328.983643
	Iteration 148Q: 3 clusters Score -2195191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2195207.750000 Penalty: 3328.983643
	Iteration 149Q: 3 clusters Score -2195208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2195218.750000 Penalty: 3328.983643
	Iteration 150Q: 3 clusters Score -2195219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2195223.000000 Penalty: 3328.983643
	Iteration 151Q: 3 clusters Score -2195223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2195223.000000 Penalty: 3328.983643
	Iteration 152Q: 3 clusters Score -2195223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2195223.750000 Penalty: 3328.983643
	Iteration 153Q: 3 clusters Score -2195224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2195228.250000 Penalty: 3328.983643
	Iteration 154Q: 3 clusters Score -2195228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2195225.500000 Penalty: 3328.983643
	Iteration 155Q: 3 clusters Score -2195226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2195229.500000 Penalty: 3328.983643
	Iteration 156Q: 3 clusters Score -2195230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2195229.750000 Penalty: 3328.983643
	Iteration 157Q: 3 clusters Score -2195230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2195231.750000 Penalty: 3328.983643
	Iteration 158Q: 3 clusters Score -2195232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2195232.000000 Penalty: 3328.983643
	Iteration 159Q: 3 clusters Score -2195232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2195232.500000 Penalty: 3328.983643
	Iteration 160F: 3 clusters Score -2195232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2195232.500000 Penalty: 3328.983643
	Iteration 161Q: 3 clusters Score -2195232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2195230.750000 Penalty: 3328.983643
	Iteration 162Q: 3 clusters Score -2195231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2195236.500000 Penalty: 3328.983643
	Iteration 163Q: 3 clusters Score -2195236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2195233.250000 Penalty: 3328.983643
	Iteration 164Q: 3 clusters Score -2195233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2195235.000000 Penalty: 3328.983643
	Iteration 165Q: 3 clusters Score -2195235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2195236.500000 Penalty: 3328.983643
	Iteration 166Q: 3 clusters Score -2195236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2195235.500000 Penalty: 3328.983643
	Iteration 167Q: 3 clusters Score -2195236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2195234.500000 Penalty: 3328.983643
	Iteration 168Q: 3 clusters Score -2195234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2195235.750000 Penalty: 3328.983643
	Iteration 169Q: 3 clusters Score -2195236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2195235.500000 Penalty: 3328.983643
	Iteration 170Q: 3 clusters Score -2195236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2195240.000000 Penalty: 3328.983643
	Iteration 171Q: 3 clusters Score -2195240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2195244.750000 Penalty: 3328.983643
	Iteration 172Q: 3 clusters Score -2195245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2195239.750000 Penalty: 3328.983643
	Iteration 173Q: 3 clusters Score -2195240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2195242.500000 Penalty: 3328.983643
	Iteration 174Q: 3 clusters Score -2195242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2195243.500000 Penalty: 3328.983643
	Iteration 175Q: 3 clusters Score -2195244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2195246.750000 Penalty: 3328.983643
	Iteration 176Q: 3 clusters Score -2195247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2195244.250000 Penalty: 3328.983643
	Iteration 177Q: 3 clusters Score -2195244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2195242.750000 Penalty: 3328.983643
	Iteration 178Q: 3 clusters Score -2195243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2195243.000000 Penalty: 3328.983643
	Iteration 179Q: 3 clusters Score -2195243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2195241.250000 Penalty: 3328.983643
	Iteration 180F: 3 clusters Score -2195241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209398 members 
Entering Unmasked Estep 
Score: -18024702.000000 Penalty: 1990.948730
	Iteration 0F: 2 clusters Score -1.80247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -17884230.000000 Penalty: 3981.897461
	Iteration 0F: 3 clusters Score -1.788423e+07 nChanged 101720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -17945926.000000 Penalty: 3981.897461
	Iteration 1F: 3 clusters Score -1.794593e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -17949058.000000 Penalty: 3981.897461
	Iteration 2Q: 3 clusters Score -1.794906e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -17953956.000000 Penalty: 3981.897461
	Iteration 3Q: 3 clusters Score -1.795396e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -17960648.000000 Penalty: 3981.897461
	Iteration 4F: 3 clusters Score -1.796065e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -17967870.000000 Penalty: 3981.897461
	Iteration 5F: 3 clusters Score -1.796787e+07 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -17974200.000000 Penalty: 3981.897461
	Iteration 6F: 3 clusters Score -1.79742e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -17978968.000000 Penalty: 3981.897461
	Iteration 7F: 3 clusters Score -1.797897e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -17982268.000000 Penalty: 3981.897461
	Iteration 8Q: 3 clusters Score -1.798227e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 114413 members 
Entering Unmasked Estep 
Score: -17984662.000000 Penalty: 3981.897461
	Iteration 9Q: 3 clusters Score -1.798466e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -17986442.000000 Penalty: 3981.897461
	Iteration 10Q: 3 clusters Score -1.798644e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -17988140.000000 Penalty: 3981.897461
	Iteration 11Q: 3 clusters Score -1.798814e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -17990004.000000 Penalty: 3981.897461
	Iteration 12Q: 3 clusters Score -1.799e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -17992424.000000 Penalty: 3981.897461
	Iteration 13Q: 3 clusters Score -1.799242e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -17994890.000000 Penalty: 3981.897461
	Iteration 14Q: 3 clusters Score -1.799489e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 151318 members 
Entering Unmasked Estep 
Score: -17998012.000000 Penalty: 3981.897461
	Iteration 15Q: 3 clusters Score -1.799801e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 159605 members 
Entering Unmasked Estep 
Score: -18001548.000000 Penalty: 3981.897461
	Iteration 16Q: 3 clusters Score -1.800155e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -18005320.000000 Penalty: 3981.897461
	Iteration 17Q: 3 clusters Score -1.800532e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 175752 members 
Entering Unmasked Estep 
Score: -18008844.000000 Penalty: 3981.897461
	Iteration 18Q: 3 clusters Score -1.800884e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -18012130.000000 Penalty: 3981.897461
	Iteration 19Q: 3 clusters Score -1.801213e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 189185 members 
Entering Unmasked Estep 
Score: -18015168.000000 Penalty: 3981.897461
	Iteration 20F: 3 clusters Score -1.801517e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 194304 members 
Entering Unmasked Estep 
Score: -18017608.000000 Penalty: 3981.897461
	Iteration 21Q: 3 clusters Score -1.801761e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 198171 members 
Entering Unmasked Estep 
Score: -18019318.000000 Penalty: 3981.897461
	Iteration 22Q: 3 clusters Score -1.801932e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 201025 members 
Entering Unmasked Estep 
Score: -18020446.000000 Penalty: 3981.897461
	Iteration 23Q: 3 clusters Score -1.802045e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 203113 members 
Entering Unmasked Estep 
Score: -18021324.000000 Penalty: 3981.897461
	Iteration 24Q: 3 clusters Score -1.802132e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 204578 members 
Entering Unmasked Estep 
Score: -18021942.000000 Penalty: 3981.897461
	Iteration 25Q: 3 clusters Score -1.802194e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 205509 members 
Entering Unmasked Estep 
Score: -18022218.000000 Penalty: 3981.897461
	Iteration 26Q: 3 clusters Score -1.802222e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 206180 members 
Entering Unmasked Estep 
Score: -18022536.000000 Penalty: 3981.897461
	Iteration 27Q: 3 clusters Score -1.802254e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 206643 members 
Entering Unmasked Estep 
Score: -18022722.000000 Penalty: 3981.897461
	Iteration 28Q: 3 clusters Score -1.802272e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 206962 members 
Entering Unmasked Estep 
Score: -18022798.000000 Penalty: 3981.897461
	Iteration 29Q: 3 clusters Score -1.80228e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 207181 members 
Entering Unmasked Estep 
Score: -18022848.000000 Penalty: 3981.897461
	Iteration 30Q: 3 clusters Score -1.802285e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 207335 members 
Entering Unmasked Estep 
Score: -18022934.000000 Penalty: 3981.897461
	Iteration 31Q: 3 clusters Score -1.802293e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 207459 members 
Entering Unmasked Estep 
Score: -18022988.000000 Penalty: 3981.897461
	Iteration 32Q: 3 clusters Score -1.802299e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 207548 members 
Entering Unmasked Estep 
Score: -18023028.000000 Penalty: 3981.897461
	Iteration 33Q: 3 clusters Score -1.802303e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 207626 members 
Entering Unmasked Estep 
Score: -18023048.000000 Penalty: 3981.897461
	Iteration 34Q: 3 clusters Score -1.802305e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 207695 members 
Entering Unmasked Estep 
Score: -18023096.000000 Penalty: 3981.897461
	Iteration 35Q: 3 clusters Score -1.80231e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 207766 members 
Entering Unmasked Estep 
Score: -18023126.000000 Penalty: 3981.897461
	Iteration 36Q: 3 clusters Score -1.802313e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 207818 members 
Entering Unmasked Estep 
Score: -18023144.000000 Penalty: 3981.897461
	Iteration 37Q: 3 clusters Score -1.802314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 207852 members 
Entering Unmasked Estep 
Score: -18023168.000000 Penalty: 3981.897461
	Iteration 38Q: 3 clusters Score -1.802317e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 207878 members 
Entering Unmasked Estep 
Score: -18023184.000000 Penalty: 3981.897461
	Iteration 39Q: 3 clusters Score -1.802318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 207899 members 
Entering Unmasked Estep 
Score: -18023186.000000 Penalty: 3981.897461
	Iteration 40F: 3 clusters Score -1.802319e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 207930 members 
Entering Unmasked Estep 
Score: -18023196.000000 Penalty: 3981.897461
	Iteration 41Q: 3 clusters Score -1.80232e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 207946 members 
Entering Unmasked Estep 
Score: -18023192.000000 Penalty: 3981.897461
	Iteration 42Q: 3 clusters Score -1.802319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 207960 members 
Entering Unmasked Estep 
Score: -18023198.000000 Penalty: 3981.897461
	Iteration 43Q: 3 clusters Score -1.80232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 207971 members 
Entering Unmasked Estep 
Score: -18023216.000000 Penalty: 3981.897461
	Iteration 44Q: 3 clusters Score -1.802322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 207984 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 45Q: 3 clusters Score -1.802322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 207990 members 
Entering Unmasked Estep 
Score: -18023220.000000 Penalty: 3981.897461
	Iteration 46Q: 3 clusters Score -1.802322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 207999 members 
Entering Unmasked Estep 
Score: -18023220.000000 Penalty: 3981.897461
	Iteration 47Q: 3 clusters Score -1.802322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 208006 members 
Entering Unmasked Estep 
Score: -18023214.000000 Penalty: 3981.897461
	Iteration 48Q: 3 clusters Score -1.802321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 208018 members 
Entering Unmasked Estep 
Score: -18023214.000000 Penalty: 3981.897461
	Iteration 49Q: 3 clusters Score -1.802321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 208023 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 50Q: 3 clusters Score -1.802322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 208025 members 
Entering Unmasked Estep 
Score: -18023208.000000 Penalty: 3981.897461
	Iteration 51Q: 3 clusters Score -1.802321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 208029 members 
Entering Unmasked Estep 
Score: -18023210.000000 Penalty: 3981.897461
	Iteration 52Q: 3 clusters Score -1.802321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -18023206.000000 Penalty: 3981.897461
	Iteration 53Q: 3 clusters Score -1.802321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 208039 members 
Entering Unmasked Estep 
Score: -18023218.000000 Penalty: 3981.897461
	Iteration 54Q: 3 clusters Score -1.802322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 208046 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 55Q: 3 clusters Score -1.802322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 208046 members 
Entering Unmasked Estep 
Score: -18023224.000000 Penalty: 3981.897461
	Iteration 56Q: 3 clusters Score -1.802322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 208048 members 
Entering Unmasked Estep 
Score: -18023226.000000 Penalty: 3981.897461
	Iteration 57Q: 3 clusters Score -1.802323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 208050 members 
Entering Unmasked Estep 
Score: -18023218.000000 Penalty: 3981.897461
	Iteration 58Q: 3 clusters Score -1.802322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 208052 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 59Q: 3 clusters Score -1.802322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 208057 members 
Entering Unmasked Estep 
Score: -18023226.000000 Penalty: 3981.897461
	Iteration 60F: 3 clusters Score -1.802323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 208058 members 
Entering Unmasked Estep 
Score: -18023236.000000 Penalty: 3981.897461
	Iteration 61Q: 3 clusters Score -1.802324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -18023234.000000 Penalty: 3981.897461
	Iteration 62Q: 3 clusters Score -1.802323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 208058 members 
Entering Unmasked Estep 
Score: -18023238.000000 Penalty: 3981.897461
	Iteration 63Q: 3 clusters Score -1.802324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 208056 members 
Entering Unmasked Estep 
Score: -18023232.000000 Penalty: 3981.897461
	Iteration 64Q: 3 clusters Score -1.802323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 208057 members 
Entering Unmasked Estep 
Score: -18023240.000000 Penalty: 3981.897461
	Iteration 65Q: 3 clusters Score -1.802324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 3981.897461
	Iteration 66Q: 3 clusters Score -1.802323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -18023224.000000 Penalty: 3981.897461
	Iteration 67Q: 3 clusters Score -1.802322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 3981.897461
	Iteration 68Q: 3 clusters Score -1.802323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -18023236.000000 Penalty: 3981.897461
	Iteration 69Q: 3 clusters Score -1.802324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 208066 members 
Entering Unmasked Estep 
Score: -18023236.000000 Penalty: 3981.897461
	Iteration 70Q: 3 clusters Score -1.802324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 208070 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 3981.897461
	Iteration 71Q: 3 clusters Score -1.802323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 208078 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 3981.897461
	Iteration 72Q: 3 clusters Score -1.802323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 208080 members 
Entering Unmasked Estep 
Score: -18023228.000000 Penalty: 3981.897461
	Iteration 73Q: 3 clusters Score -1.802323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 208083 members 
Entering Unmasked Estep 
Score: -18023224.000000 Penalty: 3981.897461
	Iteration 74Q: 3 clusters Score -1.802322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 208086 members 
Entering Unmasked Estep 
Score: -18023230.000000 Penalty: 3981.897461
	Iteration 75Q: 3 clusters Score -1.802323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -18023230.000000 Penalty: 3981.897461
	Iteration 76Q: 3 clusters Score -1.802323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -18023224.000000 Penalty: 3981.897461
	Iteration 77Q: 3 clusters Score -1.802322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 208092 members 
Entering Unmasked Estep 
Score: -18023220.000000 Penalty: 3981.897461
	Iteration 78Q: 3 clusters Score -1.802322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -18023220.000000 Penalty: 3981.897461
	Iteration 79Q: 3 clusters Score -1.802322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 208098 members 
Entering Unmasked Estep 
Score: -18023224.000000 Penalty: 3981.897461
	Iteration 80F: 3 clusters Score -1.802322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 208097 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 81Q: 3 clusters Score -1.802322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 208097 members 
Entering Unmasked Estep 
Score: -18023222.000000 Penalty: 3981.897461
	Iteration 82F: 3 clusters Score -1.802322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Entering Unmasked Estep 
Score: -1049619.875000 Penalty: 1530.834473
	Iteration 0F: 2 clusters Score -1049620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1040946.000000 Penalty: 3061.668945
	Iteration 0F: 3 clusters Score -1040946 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1044037.375000 Penalty: 3061.668945
	Iteration 1F: 3 clusters Score -1044037 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1044392.937500 Penalty: 3061.668945
	Iteration 2F: 3 clusters Score -1044393 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1044649.687500 Penalty: 3061.668945
	Iteration 3Q: 3 clusters Score -1044650 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1044856.375000 Penalty: 3061.668945
	Iteration 4Q: 3 clusters Score -1044856 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1045075.125000 Penalty: 3061.668945
	Iteration 5Q: 3 clusters Score -1045075 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1045333.250000 Penalty: 3061.668945
	Iteration 6Q: 3 clusters Score -1045333 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1045637.187500 Penalty: 3061.668945
	Iteration 7Q: 3 clusters Score -1045637 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1045977.437500 Penalty: 3061.668945
	Iteration 8Q: 3 clusters Score -1045977 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1046352.062500 Penalty: 3061.668945
	Iteration 9Q: 3 clusters Score -1046352 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1046709.500000 Penalty: 3061.668945
	Iteration 10Q: 3 clusters Score -1046710 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1047002.000000 Penalty: 3061.668945
	Iteration 11Q: 3 clusters Score -1047002 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1047247.187500 Penalty: 3061.668945
	Iteration 12Q: 3 clusters Score -1047247 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1047451.375000 Penalty: 3061.668945
	Iteration 13Q: 3 clusters Score -1047451 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1047594.750000 Penalty: 3061.668945
	Iteration 14Q: 3 clusters Score -1047595 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1047723.062500 Penalty: 3061.668945
	Iteration 15Q: 3 clusters Score -1047723 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1047823.500000 Penalty: 3061.668945
	Iteration 16Q: 3 clusters Score -1047824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1047898.687500 Penalty: 3061.668945
	Iteration 17Q: 3 clusters Score -1047899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1047959.250000 Penalty: 3061.668945
	Iteration 18Q: 3 clusters Score -1047959 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1048008.375000 Penalty: 3061.668945
	Iteration 19Q: 3 clusters Score -1048008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1048047.187500 Penalty: 3061.668945
	Iteration 20F: 3 clusters Score -1048047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1048077.750000 Penalty: 3061.668945
	Iteration 21Q: 3 clusters Score -1048078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1048112.375000 Penalty: 3061.668945
	Iteration 22Q: 3 clusters Score -1048112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1048145.000000 Penalty: 3061.668945
	Iteration 23Q: 3 clusters Score -1048145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1048173.000000 Penalty: 3061.668945
	Iteration 24Q: 3 clusters Score -1048173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1048197.437500 Penalty: 3061.668945
	Iteration 25Q: 3 clusters Score -1048197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1048213.000000 Penalty: 3061.668945
	Iteration 26Q: 3 clusters Score -1048213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1048224.000000 Penalty: 3061.668945
	Iteration 27Q: 3 clusters Score -1048224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1048237.625000 Penalty: 3061.668945
	Iteration 28Q: 3 clusters Score -1048238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1048251.125000 Penalty: 3061.668945
	Iteration 29Q: 3 clusters Score -1048251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1048259.562500 Penalty: 3061.668945
	Iteration 30Q: 3 clusters Score -1048260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1048269.812500 Penalty: 3061.668945
	Iteration 31Q: 3 clusters Score -1048270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1048277.312500 Penalty: 3061.668945
	Iteration 32Q: 3 clusters Score -1048277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1048280.250000 Penalty: 3061.668945
	Iteration 33Q: 3 clusters Score -1048280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1048290.125000 Penalty: 3061.668945
	Iteration 34Q: 3 clusters Score -1048290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1048296.875000 Penalty: 3061.668945
	Iteration 35Q: 3 clusters Score -1048297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1048306.625000 Penalty: 3061.668945
	Iteration 36Q: 3 clusters Score -1048307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1048313.750000 Penalty: 3061.668945
	Iteration 37Q: 3 clusters Score -1048314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1048318.937500 Penalty: 3061.668945
	Iteration 38Q: 3 clusters Score -1048319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1048322.250000 Penalty: 3061.668945
	Iteration 39Q: 3 clusters Score -1048322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1048328.875000 Penalty: 3061.668945
	Iteration 40F: 3 clusters Score -1048329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1048330.125000 Penalty: 3061.668945
	Iteration 41Q: 3 clusters Score -1048330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1048332.500000 Penalty: 3061.668945
	Iteration 42Q: 3 clusters Score -1048332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1048334.187500 Penalty: 3061.668945
	Iteration 43Q: 3 clusters Score -1048334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1048334.187500 Penalty: 3061.668945
	Iteration 44Q: 3 clusters Score -1048334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1048334.562500 Penalty: 3061.668945
	Iteration 45Q: 3 clusters Score -1048335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1048334.625000 Penalty: 3061.668945
	Iteration 46Q: 3 clusters Score -1048335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1048337.312500 Penalty: 3061.668945
	Iteration 47Q: 3 clusters Score -1048337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1048342.000000 Penalty: 3061.668945
	Iteration 48Q: 3 clusters Score -1048342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1048350.625000 Penalty: 3061.668945
	Iteration 49Q: 3 clusters Score -1048351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1048355.125000 Penalty: 3061.668945
	Iteration 50Q: 3 clusters Score -1048355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1048358.187500 Penalty: 3061.668945
	Iteration 51Q: 3 clusters Score -1048358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1048359.937500 Penalty: 3061.668945
	Iteration 52Q: 3 clusters Score -1048360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1048362.875000 Penalty: 3061.668945
	Iteration 53Q: 3 clusters Score -1048363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1048362.875000 Penalty: 3061.668945
	Iteration 54Q: 3 clusters Score -1048363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1048362.875000 Penalty: 3061.668945
	Iteration 55Q: 3 clusters Score -1048363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1048362.875000 Penalty: 3061.668945
	Iteration 56F: 3 clusters Score -1048363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Entering Unmasked Estep 
Score: -13821596.000000 Penalty: 1947.201660
	Iteration 0F: 2 clusters Score -1.38216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -13714275.000000 Penalty: 3894.403320
	Iteration 0F: 3 clusters Score -1.371428e+07 nChanged 77424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -13760791.000000 Penalty: 3894.403320
	Iteration 1F: 3 clusters Score -1.376079e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -13763142.000000 Penalty: 3894.403320
	Iteration 2Q: 3 clusters Score -1.376314e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -13767240.000000 Penalty: 3894.403320
	Iteration 3F: 3 clusters Score -1.376724e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -13773471.000000 Penalty: 3894.403320
	Iteration 4F: 3 clusters Score -1.377347e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -13781718.000000 Penalty: 3894.403320
	Iteration 5F: 3 clusters Score -1.378172e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -13790931.000000 Penalty: 3894.403320
	Iteration 6F: 3 clusters Score -1.379093e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134974 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -13799383.000000 Penalty: 3894.403320
	Iteration 7F: 3 clusters Score -1.379938e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -13806128.000000 Penalty: 3894.403320
	Iteration 8F: 3 clusters Score -1.380613e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -13811660.000000 Penalty: 3894.403320
	Iteration 9Q: 3 clusters Score -1.381166e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -13815498.000000 Penalty: 3894.403320
	Iteration 10Q: 3 clusters Score -1.38155e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156686 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -13817743.000000 Penalty: 3894.403320
	Iteration 11Q: 3 clusters Score -1.381774e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13818883.000000 Penalty: 3894.403320
	Iteration 12Q: 3 clusters Score -1.381888e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13819451.000000 Penalty: 3894.403320
	Iteration 13Q: 3 clusters Score -1.381945e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13819842.000000 Penalty: 3894.403320
	Iteration 14Q: 3 clusters Score -1.381984e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158945 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -13820088.000000 Penalty: 3894.403320
	Iteration 15Q: 3 clusters Score -1.382009e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -13820243.000000 Penalty: 3894.403320
	Iteration 16Q: 3 clusters Score -1.382024e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13820387.000000 Penalty: 3894.403320
	Iteration 17Q: 3 clusters Score -1.382039e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13820516.000000 Penalty: 3894.403320
	Iteration 18Q: 3 clusters Score -1.382052e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13820585.000000 Penalty: 3894.403320
	Iteration 19Q: 3 clusters Score -1.382058e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13820646.000000 Penalty: 3894.403320
	Iteration 20F: 3 clusters Score -1.382065e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13820713.000000 Penalty: 3894.403320
	Iteration 21Q: 3 clusters Score -1.382071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158795 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13820733.000000 Penalty: 3894.403320
	Iteration 22Q: 3 clusters Score -1.382073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13820764.000000 Penalty: 3894.403320
	Iteration 23Q: 3 clusters Score -1.382076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158743 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13820788.000000 Penalty: 3894.403320
	Iteration 24Q: 3 clusters Score -1.382079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13820794.000000 Penalty: 3894.403320
	Iteration 25Q: 3 clusters Score -1.382079e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13820797.000000 Penalty: 3894.403320
	Iteration 26Q: 3 clusters Score -1.38208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158662 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13820806.000000 Penalty: 3894.403320
	Iteration 27Q: 3 clusters Score -1.382081e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -13820825.000000 Penalty: 3894.403320
	Iteration 28Q: 3 clusters Score -1.382082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158627 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13820826.000000 Penalty: 3894.403320
	Iteration 29Q: 3 clusters Score -1.382083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13820834.000000 Penalty: 3894.403320
	Iteration 30Q: 3 clusters Score -1.382083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158604 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -13820816.000000 Penalty: 3894.403320
	Iteration 31Q: 3 clusters Score -1.382082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13820821.000000 Penalty: 3894.403320
	Iteration 32Q: 3 clusters Score -1.382082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158588 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -13820825.000000 Penalty: 3894.403320
	Iteration 33Q: 3 clusters Score -1.382082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13820818.000000 Penalty: 3894.403320
	Iteration 34Q: 3 clusters Score -1.382082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13820817.000000 Penalty: 3894.403320
	Iteration 35Q: 3 clusters Score -1.382082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158568 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13820816.000000 Penalty: 3894.403320
	Iteration 36Q: 3 clusters Score -1.382082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13820820.000000 Penalty: 3894.403320
	Iteration 37Q: 3 clusters Score -1.382082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158557 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13820827.000000 Penalty: 3894.403320
	Iteration 38Q: 3 clusters Score -1.382083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158554 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13820817.000000 Penalty: 3894.403320
	Iteration 39Q: 3 clusters Score -1.382082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158554 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13820817.000000 Penalty: 3894.403320
	Iteration 40F: 3 clusters Score -1.382082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -554904.625000 Penalty: 1436.123169
	Iteration 0F: 2 clusters Score -554904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -549708.375000 Penalty: 2872.246338
	Iteration 0F: 3 clusters Score -549708.4 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -551278.812500 Penalty: 2872.246338
	Iteration 1F: 3 clusters Score -551278.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -551524.562500 Penalty: 2872.246338
	Iteration 2F: 3 clusters Score -551524.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -551723.125000 Penalty: 2872.246338
	Iteration 3F: 3 clusters Score -551723.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -551900.750000 Penalty: 2872.246338
	Iteration 4Q: 3 clusters Score -551900.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -552094.187500 Penalty: 2872.246338
	Iteration 5Q: 3 clusters Score -552094.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -552326.312500 Penalty: 2872.246338
	Iteration 6F: 3 clusters Score -552326.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -552554.187500 Penalty: 2872.246338
	Iteration 7Q: 3 clusters Score -552554.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -552787.375000 Penalty: 2872.246338
	Iteration 8Q: 3 clusters Score -552787.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -553050.750000 Penalty: 2872.246338
	Iteration 9Q: 3 clusters Score -553050.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -553294.375000 Penalty: 2872.246338
	Iteration 10Q: 3 clusters Score -553294.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -553511.750000 Penalty: 2872.246338
	Iteration 11Q: 3 clusters Score -553511.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -553709.437500 Penalty: 2872.246338
	Iteration 12Q: 3 clusters Score -553709.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -553843.125000 Penalty: 2872.246338
	Iteration 13Q: 3 clusters Score -553843.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -553943.812500 Penalty: 2872.246338
	Iteration 14Q: 3 clusters Score -553943.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -554025.937500 Penalty: 2872.246338
	Iteration 15Q: 3 clusters Score -554025.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -554083.750000 Penalty: 2872.246338
	Iteration 16Q: 3 clusters Score -554083.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -554125.875000 Penalty: 2872.246338
	Iteration 17Q: 3 clusters Score -554125.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -554150.125000 Penalty: 2872.246338
	Iteration 18Q: 3 clusters Score -554150.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -554172.000000 Penalty: 2872.246338
	Iteration 19Q: 3 clusters Score -554172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -554184.750000 Penalty: 2872.246338
	Iteration 20F: 3 clusters Score -554184.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -554195.562500 Penalty: 2872.246338
	Iteration 21Q: 3 clusters Score -554195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -554204.437500 Penalty: 2872.246338
	Iteration 22Q: 3 clusters Score -554204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -554212.875000 Penalty: 2872.246338
	Iteration 23Q: 3 clusters Score -554212.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -554217.437500 Penalty: 2872.246338
	Iteration 24Q: 3 clusters Score -554217.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -554222.750000 Penalty: 2872.246338
	Iteration 25Q: 3 clusters Score -554222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -554225.250000 Penalty: 2872.246338
	Iteration 26Q: 3 clusters Score -554225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -554226.625000 Penalty: 2872.246338
	Iteration 27Q: 3 clusters Score -554226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -554226.562500 Penalty: 2872.246338
	Iteration 28Q: 3 clusters Score -554226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -554226.062500 Penalty: 2872.246338
	Iteration 29Q: 3 clusters Score -554226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -554226.500000 Penalty: 2872.246338
	Iteration 30Q: 3 clusters Score -554226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -554226.625000 Penalty: 2872.246338
	Iteration 31Q: 3 clusters Score -554226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -554226.625000 Penalty: 2872.246338
	Iteration 32F: 3 clusters Score -554226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Entering Unmasked Estep 
Score: -1795018.125000 Penalty: 1617.322510
	Iteration 0F: 2 clusters Score -1795018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1780783.625000 Penalty: 3234.645020
	Iteration 0F: 3 clusters Score -1780784 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1785797.750000 Penalty: 3234.645020
	Iteration 1F: 3 clusters Score -1785798 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1786088.375000 Penalty: 3234.645020
	Iteration 2Q: 3 clusters Score -1786088 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1786356.875000 Penalty: 3234.645020
	Iteration 3Q: 3 clusters Score -1786357 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1786630.250000 Penalty: 3234.645020
	Iteration 4Q: 3 clusters Score -1786630 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1786866.875000 Penalty: 3234.645020
	Iteration 5Q: 3 clusters Score -1786867 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1787145.750000 Penalty: 3234.645020
	Iteration 6Q: 3 clusters Score -1787146 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1787474.875000 Penalty: 3234.645020
	Iteration 7Q: 3 clusters Score -1787475 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1787857.500000 Penalty: 3234.645020
	Iteration 8Q: 3 clusters Score -1787858 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1788300.250000 Penalty: 3234.645020
	Iteration 9Q: 3 clusters Score -1788300 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1788807.375000 Penalty: 3234.645020
	Iteration 10Q: 3 clusters Score -1788807 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1789314.125000 Penalty: 3234.645020
	Iteration 11Q: 3 clusters Score -1789314 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1789808.500000 Penalty: 3234.645020
	Iteration 12Q: 3 clusters Score -1789808 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1790265.125000 Penalty: 3234.645020
	Iteration 13Q: 3 clusters Score -1790265 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1790693.875000 Penalty: 3234.645020
	Iteration 14Q: 3 clusters Score -1790694 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1791050.250000 Penalty: 3234.645020
	Iteration 15Q: 3 clusters Score -1791050 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1791307.875000 Penalty: 3234.645020
	Iteration 16Q: 3 clusters Score -1791308 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1791514.125000 Penalty: 3234.645020
	Iteration 17Q: 3 clusters Score -1791514 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1791669.125000 Penalty: 3234.645020
	Iteration 18Q: 3 clusters Score -1791669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1791789.375000 Penalty: 3234.645020
	Iteration 19Q: 3 clusters Score -1791789 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1791900.000000 Penalty: 3234.645020
	Iteration 20F: 3 clusters Score -1791900 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1791996.250000 Penalty: 3234.645020
	Iteration 21Q: 3 clusters Score -1791996 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1792086.625000 Penalty: 3234.645020
	Iteration 22Q: 3 clusters Score -1792087 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1792165.625000 Penalty: 3234.645020
	Iteration 23Q: 3 clusters Score -1792166 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1792241.625000 Penalty: 3234.645020
	Iteration 24Q: 3 clusters Score -1792242 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1792332.375000 Penalty: 3234.645020
	Iteration 25Q: 3 clusters Score -1792332 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1792414.875000 Penalty: 3234.645020
	Iteration 26Q: 3 clusters Score -1792415 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1792498.250000 Penalty: 3234.645020
	Iteration 27Q: 3 clusters Score -1792498 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1792593.375000 Penalty: 3234.645020
	Iteration 28Q: 3 clusters Score -1792593 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1792697.500000 Penalty: 3234.645020
	Iteration 29Q: 3 clusters Score -1792698 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1792822.625000 Penalty: 3234.645020
	Iteration 30Q: 3 clusters Score -1792823 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1792945.500000 Penalty: 3234.645020
	Iteration 31Q: 3 clusters Score -1792946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1793061.250000 Penalty: 3234.645020
	Iteration 32Q: 3 clusters Score -1793061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1793168.125000 Penalty: 3234.645020
	Iteration 33Q: 3 clusters Score -1793168 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1793257.000000 Penalty: 3234.645020
	Iteration 34Q: 3 clusters Score -1793257 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1793357.375000 Penalty: 3234.645020
	Iteration 35Q: 3 clusters Score -1793357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1793455.500000 Penalty: 3234.645020
	Iteration 36Q: 3 clusters Score -1793456 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1793541.750000 Penalty: 3234.645020
	Iteration 37Q: 3 clusters Score -1793542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1793635.750000 Penalty: 3234.645020
	Iteration 38Q: 3 clusters Score -1793636 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1793719.750000 Penalty: 3234.645020
	Iteration 39Q: 3 clusters Score -1793720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1793787.250000 Penalty: 3234.645020
	Iteration 40F: 3 clusters Score -1793787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1793842.000000 Penalty: 3234.645020
	Iteration 41Q: 3 clusters Score -1793842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1793875.875000 Penalty: 3234.645020
	Iteration 42Q: 3 clusters Score -1793876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1793913.250000 Penalty: 3234.645020
	Iteration 43Q: 3 clusters Score -1793913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1793938.250000 Penalty: 3234.645020
	Iteration 44Q: 3 clusters Score -1793938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1793954.750000 Penalty: 3234.645020
	Iteration 45Q: 3 clusters Score -1793955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1793962.750000 Penalty: 3234.645020
	Iteration 46Q: 3 clusters Score -1793963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1793976.125000 Penalty: 3234.645020
	Iteration 47Q: 3 clusters Score -1793976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1793988.625000 Penalty: 3234.645020
	Iteration 48Q: 3 clusters Score -1793989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1794002.625000 Penalty: 3234.645020
	Iteration 49Q: 3 clusters Score -1794003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1794008.500000 Penalty: 3234.645020
	Iteration 50Q: 3 clusters Score -1794008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1794013.875000 Penalty: 3234.645020
	Iteration 51Q: 3 clusters Score -1794014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1794020.000000 Penalty: 3234.645020
	Iteration 52Q: 3 clusters Score -1794020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1794027.375000 Penalty: 3234.645020
	Iteration 53Q: 3 clusters Score -1794027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1794038.500000 Penalty: 3234.645020
	Iteration 54Q: 3 clusters Score -1794038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1794043.250000 Penalty: 3234.645020
	Iteration 55Q: 3 clusters Score -1794043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1794046.500000 Penalty: 3234.645020
	Iteration 56Q: 3 clusters Score -1794046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1794045.125000 Penalty: 3234.645020
	Iteration 57Q: 3 clusters Score -1794045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1794045.000000 Penalty: 3234.645020
	Iteration 58Q: 3 clusters Score -1794045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1794048.625000 Penalty: 3234.645020
	Iteration 59Q: 3 clusters Score -1794049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1794049.375000 Penalty: 3234.645020
	Iteration 60F: 3 clusters Score -1794049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1794049.000000 Penalty: 3234.645020
	Iteration 61Q: 3 clusters Score -1794049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1794052.000000 Penalty: 3234.645020
	Iteration 62Q: 3 clusters Score -1794052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1794050.125000 Penalty: 3234.645020
	Iteration 63Q: 3 clusters Score -1794050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1794050.125000 Penalty: 3234.645020
	Iteration 64F: 3 clusters Score -1794050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Entering Unmasked Estep 
Score: -989587.750000 Penalty: 1523.548950
	Iteration 0F: 2 clusters Score -989587.8 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 5808 members 
Entering Unmasked Estep 
Score: -981255.937500 Penalty: 3047.097900
	Iteration 0F: 3 clusters Score -981255.9 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -984008.062500 Penalty: 3047.097900
	Iteration 1F: 3 clusters Score -984008.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -984300.500000 Penalty: 3047.097900
	Iteration 2F: 3 clusters Score -984300.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -984609.812500 Penalty: 3047.097900
	Iteration 3F: 3 clusters Score -984609.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -984971.375000 Penalty: 3047.097900
	Iteration 4F: 3 clusters Score -984971.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -985465.500000 Penalty: 3047.097900
	Iteration 5F: 3 clusters Score -985465.5 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -986123.187500 Penalty: 3047.097900
	Iteration 6F: 3 clusters Score -986123.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -986812.750000 Penalty: 3047.097900
	Iteration 7F: 3 clusters Score -986812.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -987398.562500 Penalty: 3047.097900
	Iteration 8F: 3 clusters Score -987398.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -987798.062500 Penalty: 3047.097900
	Iteration 9Q: 3 clusters Score -987798.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -988023.437500 Penalty: 3047.097900
	Iteration 10Q: 3 clusters Score -988023.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -988154.500000 Penalty: 3047.097900
	Iteration 11Q: 3 clusters Score -988154.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -988246.125000 Penalty: 3047.097900
	Iteration 12Q: 3 clusters Score -988246.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -988301.375000 Penalty: 3047.097900
	Iteration 13Q: 3 clusters Score -988301.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -988347.750000 Penalty: 3047.097900
	Iteration 14Q: 3 clusters Score -988347.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -988373.250000 Penalty: 3047.097900
	Iteration 15Q: 3 clusters Score -988373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -988391.687500 Penalty: 3047.097900
	Iteration 16Q: 3 clusters Score -988391.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -988412.187500 Penalty: 3047.097900
	Iteration 17Q: 3 clusters Score -988412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -988422.625000 Penalty: 3047.097900
	Iteration 18Q: 3 clusters Score -988422.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -988430.687500 Penalty: 3047.097900
	Iteration 19Q: 3 clusters Score -988430.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -988437.562500 Penalty: 3047.097900
	Iteration 20F: 3 clusters Score -988437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -988440.562500 Penalty: 3047.097900
	Iteration 21Q: 3 clusters Score -988440.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -988443.750000 Penalty: 3047.097900
	Iteration 22Q: 3 clusters Score -988443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -988446.187500 Penalty: 3047.097900
	Iteration 23Q: 3 clusters Score -988446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -988447.500000 Penalty: 3047.097900
	Iteration 24Q: 3 clusters Score -988447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -988451.375000 Penalty: 3047.097900
	Iteration 25Q: 3 clusters Score -988451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -988458.312500 Penalty: 3047.097900
	Iteration 26Q: 3 clusters Score -988458.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -988463.562500 Penalty: 3047.097900
	Iteration 27Q: 3 clusters Score -988463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -988474.250000 Penalty: 3047.097900
	Iteration 28Q: 3 clusters Score -988474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -988476.625000 Penalty: 3047.097900
	Iteration 29Q: 3 clusters Score -988476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -988479.687500 Penalty: 3047.097900
	Iteration 30Q: 3 clusters Score -988479.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -988486.250000 Penalty: 3047.097900
	Iteration 31Q: 3 clusters Score -988486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -988487.812500 Penalty: 3047.097900
	Iteration 32Q: 3 clusters Score -988487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -988487.812500 Penalty: 3047.097900
	Iteration 33Q: 3 clusters Score -988487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -988488.250000 Penalty: 3047.097900
	Iteration 34Q: 3 clusters Score -988488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -988490.625000 Penalty: 3047.097900
	Iteration 35Q: 3 clusters Score -988490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -988495.437500 Penalty: 3047.097900
	Iteration 36Q: 3 clusters Score -988495.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -988497.250000 Penalty: 3047.097900
	Iteration 37Q: 3 clusters Score -988497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -988501.875000 Penalty: 3047.097900
	Iteration 38Q: 3 clusters Score -988501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -988507.125000 Penalty: 3047.097900
	Iteration 39Q: 3 clusters Score -988507.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -988515.375000 Penalty: 3047.097900
	Iteration 40F: 3 clusters Score -988515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -988520.625000 Penalty: 3047.097900
	Iteration 41Q: 3 clusters Score -988520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -988530.062500 Penalty: 3047.097900
	Iteration 42Q: 3 clusters Score -988530.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -988543.312500 Penalty: 3047.097900
	Iteration 43Q: 3 clusters Score -988543.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -988559.625000 Penalty: 3047.097900
	Iteration 44Q: 3 clusters Score -988559.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -988580.437500 Penalty: 3047.097900
	Iteration 45Q: 3 clusters Score -988580.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -988608.937500 Penalty: 3047.097900
	Iteration 46Q: 3 clusters Score -988608.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -988632.125000 Penalty: 3047.097900
	Iteration 47Q: 3 clusters Score -988632.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -988649.375000 Penalty: 3047.097900
	Iteration 48Q: 3 clusters Score -988649.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -988667.687500 Penalty: 3047.097900
	Iteration 49Q: 3 clusters Score -988667.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -988682.187500 Penalty: 3047.097900
	Iteration 50Q: 3 clusters Score -988682.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -988701.000000 Penalty: 3047.097900
	Iteration 51Q: 3 clusters Score -988701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -988715.000000 Penalty: 3047.097900
	Iteration 52Q: 3 clusters Score -988715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -988737.812500 Penalty: 3047.097900
	Iteration 53Q: 3 clusters Score -988737.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -988760.937500 Penalty: 3047.097900
	Iteration 54Q: 3 clusters Score -988760.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -988770.937500 Penalty: 3047.097900
	Iteration 55Q: 3 clusters Score -988770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -988772.812500 Penalty: 3047.097900
	Iteration 56Q: 3 clusters Score -988772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -988777.750000 Penalty: 3047.097900
	Iteration 57Q: 3 clusters Score -988777.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -988788.875000 Penalty: 3047.097900
	Iteration 58Q: 3 clusters Score -988788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -988795.687500 Penalty: 3047.097900
	Iteration 59Q: 3 clusters Score -988795.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -988807.187500 Penalty: 3047.097900
	Iteration 60F: 3 clusters Score -988807.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -988817.062500 Penalty: 3047.097900
	Iteration 61Q: 3 clusters Score -988817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -988824.000000 Penalty: 3047.097900
	Iteration 62Q: 3 clusters Score -988824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -988834.000000 Penalty: 3047.097900
	Iteration 63Q: 3 clusters Score -988834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -988847.687500 Penalty: 3047.097900
	Iteration 64Q: 3 clusters Score -988847.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -988857.937500 Penalty: 3047.097900
	Iteration 65Q: 3 clusters Score -988857.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -988869.125000 Penalty: 3047.097900
	Iteration 66Q: 3 clusters Score -988869.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -988882.250000 Penalty: 3047.097900
	Iteration 67Q: 3 clusters Score -988882.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -988890.437500 Penalty: 3047.097900
	Iteration 68Q: 3 clusters Score -988890.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -988897.562500 Penalty: 3047.097900
	Iteration 69Q: 3 clusters Score -988897.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -988900.875000 Penalty: 3047.097900
	Iteration 70Q: 3 clusters Score -988900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -988905.937500 Penalty: 3047.097900
	Iteration 71Q: 3 clusters Score -988905.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -988915.812500 Penalty: 3047.097900
	Iteration 72Q: 3 clusters Score -988915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -988923.312500 Penalty: 3047.097900
	Iteration 73Q: 3 clusters Score -988923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -988927.812500 Penalty: 3047.097900
	Iteration 74Q: 3 clusters Score -988927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -988932.000000 Penalty: 3047.097900
	Iteration 75Q: 3 clusters Score -988932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -988935.875000 Penalty: 3047.097900
	Iteration 76Q: 3 clusters Score -988935.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -988941.687500 Penalty: 3047.097900
	Iteration 77Q: 3 clusters Score -988941.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -988941.125000 Penalty: 3047.097900
	Iteration 78Q: 3 clusters Score -988941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -988946.312500 Penalty: 3047.097900
	Iteration 79Q: 3 clusters Score -988946.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -988950.937500 Penalty: 3047.097900
	Iteration 80F: 3 clusters Score -988950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -988951.125000 Penalty: 3047.097900
	Iteration 81Q: 3 clusters Score -988951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -988955.187500 Penalty: 3047.097900
	Iteration 82Q: 3 clusters Score -988955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -988960.000000 Penalty: 3047.097900
	Iteration 83Q: 3 clusters Score -988960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -988961.500000 Penalty: 3047.097900
	Iteration 84Q: 3 clusters Score -988961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -988964.812500 Penalty: 3047.097900
	Iteration 85Q: 3 clusters Score -988964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -988968.812500 Penalty: 3047.097900
	Iteration 86Q: 3 clusters Score -988968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -988971.812500 Penalty: 3047.097900
	Iteration 87Q: 3 clusters Score -988971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -988972.750000 Penalty: 3047.097900
	Iteration 88Q: 3 clusters Score -988972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -988973.562500 Penalty: 3047.097900
	Iteration 89Q: 3 clusters Score -988973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -988974.250000 Penalty: 3047.097900
	Iteration 90Q: 3 clusters Score -988974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -988974.875000 Penalty: 3047.097900
	Iteration 91Q: 3 clusters Score -988974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -988975.375000 Penalty: 3047.097900
	Iteration 92Q: 3 clusters Score -988975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -988975.562500 Penalty: 3047.097900
	Iteration 93Q: 3 clusters Score -988975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -988975.562500 Penalty: 3047.097900
	Iteration 94F: 3 clusters Score -988975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -237967.421875 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -237967.4 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 1457 members 
Entering Unmasked Estep 
Score: -235277.734375 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -235277.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -235949.671875 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -235949.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -236103.125000 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -236103.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -236183.890625 Penalty: 2591.611328
	Iteration 3Q: 3 clusters Score -236183.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -236245.453125 Penalty: 2591.611328
	Iteration 4Q: 3 clusters Score -236245.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -236290.671875 Penalty: 2591.611328
	Iteration 5Q: 3 clusters Score -236290.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -236315.156250 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -236315.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -236335.515625 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -236335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -236356.375000 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -236356.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -236383.890625 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -236383.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236405.781250 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -236405.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -236433.703125 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -236433.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -236458.140625 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -236458.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -236475.828125 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -236475.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -236487.312500 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -236487.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -236497.953125 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -236498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -236514.328125 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -236514.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -236533.640625 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -236533.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236551.000000 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -236551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -236566.375000 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -236566.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -236580.625000 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -236580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -236585.781250 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -236585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -236591.421875 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -236591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -236597.546875 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -236597.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -236606.078125 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -236606.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -236615.218750 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -236615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -236622.031250 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -236622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -236630.187500 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -236630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236637.953125 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -236638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -236643.843750 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -236643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236647.234375 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -236647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236651.343750 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -236651.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236658.515625 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -236658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236662.921875 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -236662.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236666.750000 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -236666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -236670.203125 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -236670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -236672.812500 Penalty: 2591.611328
	Iteration 36Q: 3 clusters Score -236672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -236674.500000 Penalty: 2591.611328
	Iteration 37Q: 3 clusters Score -236674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236675.296875 Penalty: 2591.611328
	Iteration 38Q: 3 clusters Score -236675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236676.453125 Penalty: 2591.611328
	Iteration 39Q: 3 clusters Score -236676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -236677.343750 Penalty: 2591.611328
	Iteration 40F: 3 clusters Score -236677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -236679.375000 Penalty: 2591.611328
	Iteration 41Q: 3 clusters Score -236679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -236679.515625 Penalty: 2591.611328
	Iteration 42Q: 3 clusters Score -236679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -236679.515625 Penalty: 2591.611328
	Iteration 43F: 3 clusters Score -236679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1287628.875000 Penalty: 1564.678101
	Iteration 0F: 2 clusters Score -1287629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1277198.250000 Penalty: 3129.356201
	Iteration 0F: 3 clusters Score -1277198 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1280657.875000 Penalty: 3129.356201
	Iteration 1F: 3 clusters Score -1280658 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1280918.875000 Penalty: 3129.356201
	Iteration 2F: 3 clusters Score -1280919 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1281101.625000 Penalty: 3129.356201
	Iteration 3Q: 3 clusters Score -1281102 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1281268.625000 Penalty: 3129.356201
	Iteration 4Q: 3 clusters Score -1281269 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1281424.250000 Penalty: 3129.356201
	Iteration 5Q: 3 clusters Score -1281424 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1281563.000000 Penalty: 3129.356201
	Iteration 6Q: 3 clusters Score -1281563 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1281706.625000 Penalty: 3129.356201
	Iteration 7Q: 3 clusters Score -1281707 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1281865.125000 Penalty: 3129.356201
	Iteration 8Q: 3 clusters Score -1281865 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1282028.750000 Penalty: 3129.356201
	Iteration 9Q: 3 clusters Score -1282029 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1282194.625000 Penalty: 3129.356201
	Iteration 10Q: 3 clusters Score -1282195 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1282396.750000 Penalty: 3129.356201
	Iteration 11Q: 3 clusters Score -1282397 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1282673.000000 Penalty: 3129.356201
	Iteration 12Q: 3 clusters Score -1282673 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1283041.250000 Penalty: 3129.356201
	Iteration 13Q: 3 clusters Score -1283041 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1283534.375000 Penalty: 3129.356201
	Iteration 14Q: 3 clusters Score -1283534 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1284109.125000 Penalty: 3129.356201
	Iteration 15Q: 3 clusters Score -1284109 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1284678.375000 Penalty: 3129.356201
	Iteration 16Q: 3 clusters Score -1284678 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1285165.125000 Penalty: 3129.356201
	Iteration 17Q: 3 clusters Score -1285165 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1285571.000000 Penalty: 3129.356201
	Iteration 18Q: 3 clusters Score -1285571 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1285846.000000 Penalty: 3129.356201
	Iteration 19Q: 3 clusters Score -1285846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1285997.250000 Penalty: 3129.356201
	Iteration 20F: 3 clusters Score -1285997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1286105.375000 Penalty: 3129.356201
	Iteration 21Q: 3 clusters Score -1286105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1286168.875000 Penalty: 3129.356201
	Iteration 22Q: 3 clusters Score -1286169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1286216.375000 Penalty: 3129.356201
	Iteration 23Q: 3 clusters Score -1286216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1286243.375000 Penalty: 3129.356201
	Iteration 24Q: 3 clusters Score -1286243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1286259.250000 Penalty: 3129.356201
	Iteration 25Q: 3 clusters Score -1286259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1286275.375000 Penalty: 3129.356201
	Iteration 26Q: 3 clusters Score -1286275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1286286.750000 Penalty: 3129.356201
	Iteration 27Q: 3 clusters Score -1286287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1286298.000000 Penalty: 3129.356201
	Iteration 28Q: 3 clusters Score -1286298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1286304.750000 Penalty: 3129.356201
	Iteration 29Q: 3 clusters Score -1286305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1286314.500000 Penalty: 3129.356201
	Iteration 30Q: 3 clusters Score -1286314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1286318.750000 Penalty: 3129.356201
	Iteration 31Q: 3 clusters Score -1286319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1286323.875000 Penalty: 3129.356201
	Iteration 32Q: 3 clusters Score -1286324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1286330.500000 Penalty: 3129.356201
	Iteration 33Q: 3 clusters Score -1286330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1286328.625000 Penalty: 3129.356201
	Iteration 34Q: 3 clusters Score -1286329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1286329.500000 Penalty: 3129.356201
	Iteration 35Q: 3 clusters Score -1286330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1286330.000000 Penalty: 3129.356201
	Iteration 36Q: 3 clusters Score -1286330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1286329.875000 Penalty: 3129.356201
	Iteration 37Q: 3 clusters Score -1286330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1286330.375000 Penalty: 3129.356201
	Iteration 38Q: 3 clusters Score -1286330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1286329.750000 Penalty: 3129.356201
	Iteration 39Q: 3 clusters Score -1286330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1286330.000000 Penalty: 3129.356201
	Iteration 40F: 3 clusters Score -1286330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1286330.000000 Penalty: 3129.356201
	Iteration 41Q: 3 clusters Score -1286330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1286332.750000 Penalty: 3129.356201
	Iteration 42Q: 3 clusters Score -1286333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1286330.625000 Penalty: 3129.356201
	Iteration 43Q: 3 clusters Score -1286331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1286332.375000 Penalty: 3129.356201
	Iteration 44Q: 3 clusters Score -1286332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1286329.750000 Penalty: 3129.356201
	Iteration 45Q: 3 clusters Score -1286330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1286332.000000 Penalty: 3129.356201
	Iteration 46Q: 3 clusters Score -1286332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1286331.250000 Penalty: 3129.356201
	Iteration 47Q: 3 clusters Score -1286331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1286332.000000 Penalty: 3129.356201
	Iteration 48Q: 3 clusters Score -1286332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1286333.625000 Penalty: 3129.356201
	Iteration 49Q: 3 clusters Score -1286334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1286332.375000 Penalty: 3129.356201
	Iteration 50Q: 3 clusters Score -1286332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1286333.375000 Penalty: 3129.356201
	Iteration 51Q: 3 clusters Score -1286333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1286332.500000 Penalty: 3129.356201
	Iteration 52Q: 3 clusters Score -1286332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1286333.000000 Penalty: 3129.356201
	Iteration 53Q: 3 clusters Score -1286333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1286335.250000 Penalty: 3129.356201
	Iteration 54Q: 3 clusters Score -1286335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1286337.250000 Penalty: 3129.356201
	Iteration 55Q: 3 clusters Score -1286337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1286338.000000 Penalty: 3129.356201
	Iteration 56Q: 3 clusters Score -1286338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1286336.875000 Penalty: 3129.356201
	Iteration 57Q: 3 clusters Score -1286337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1286340.750000 Penalty: 3129.356201
	Iteration 58Q: 3 clusters Score -1286341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1286339.000000 Penalty: 3129.356201
	Iteration 59Q: 3 clusters Score -1286339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1286340.000000 Penalty: 3129.356201
	Iteration 60F: 3 clusters Score -1286340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1286342.500000 Penalty: 3129.356201
	Iteration 61Q: 3 clusters Score -1286342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1286340.750000 Penalty: 3129.356201
	Iteration 62Q: 3 clusters Score -1286341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1286340.750000 Penalty: 3129.356201
	Iteration 63F: 3 clusters Score -1286341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Entering Unmasked Estep 
Score: -489706.156250 Penalty: 1412.174683
	Iteration 0F: 2 clusters Score -489706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -485226.687500 Penalty: 2824.349365
	Iteration 0F: 3 clusters Score -485226.7 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -486759.625000 Penalty: 2824.349365
	Iteration 1F: 3 clusters Score -486759.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -487160.937500 Penalty: 2824.349365
	Iteration 2F: 3 clusters Score -487160.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -487485.281250 Penalty: 2824.349365
	Iteration 3F: 3 clusters Score -487485.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -487739.156250 Penalty: 2824.349365
	Iteration 4F: 3 clusters Score -487739.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -487971.218750 Penalty: 2824.349365
	Iteration 5F: 3 clusters Score -487971.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -488145.687500 Penalty: 2824.349365
	Iteration 6Q: 3 clusters Score -488145.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -488238.312500 Penalty: 2824.349365
	Iteration 7Q: 3 clusters Score -488238.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -488294.343750 Penalty: 2824.349365
	Iteration 8Q: 3 clusters Score -488294.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -488330.031250 Penalty: 2824.349365
	Iteration 9Q: 3 clusters Score -488330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -488358.218750 Penalty: 2824.349365
	Iteration 10Q: 3 clusters Score -488358.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -488377.625000 Penalty: 2824.349365
	Iteration 11Q: 3 clusters Score -488377.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -488389.500000 Penalty: 2824.349365
	Iteration 12Q: 3 clusters Score -488389.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -488398.500000 Penalty: 2824.349365
	Iteration 13Q: 3 clusters Score -488398.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -488410.531250 Penalty: 2824.349365
	Iteration 14Q: 3 clusters Score -488410.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -488422.968750 Penalty: 2824.349365
	Iteration 15Q: 3 clusters Score -488423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -488437.250000 Penalty: 2824.349365
	Iteration 16Q: 3 clusters Score -488437.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -488453.281250 Penalty: 2824.349365
	Iteration 17Q: 3 clusters Score -488453.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -488470.187500 Penalty: 2824.349365
	Iteration 18Q: 3 clusters Score -488470.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -488485.125000 Penalty: 2824.349365
	Iteration 19Q: 3 clusters Score -488485.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -488496.093750 Penalty: 2824.349365
	Iteration 20F: 3 clusters Score -488496.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -488507.906250 Penalty: 2824.349365
	Iteration 21Q: 3 clusters Score -488507.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -488516.812500 Penalty: 2824.349365
	Iteration 22Q: 3 clusters Score -488516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -488526.062500 Penalty: 2824.349365
	Iteration 23Q: 3 clusters Score -488526.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -488539.781250 Penalty: 2824.349365
	Iteration 24Q: 3 clusters Score -488539.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -488552.718750 Penalty: 2824.349365
	Iteration 25Q: 3 clusters Score -488552.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -488563.656250 Penalty: 2824.349365
	Iteration 26Q: 3 clusters Score -488563.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -488575.406250 Penalty: 2824.349365
	Iteration 27Q: 3 clusters Score -488575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -488580.750000 Penalty: 2824.349365
	Iteration 28Q: 3 clusters Score -488580.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -488585.718750 Penalty: 2824.349365
	Iteration 29Q: 3 clusters Score -488585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -488591.093750 Penalty: 2824.349365
	Iteration 30Q: 3 clusters Score -488591.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -488594.718750 Penalty: 2824.349365
	Iteration 31Q: 3 clusters Score -488594.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -488599.812500 Penalty: 2824.349365
	Iteration 32Q: 3 clusters Score -488599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -488604.750000 Penalty: 2824.349365
	Iteration 33Q: 3 clusters Score -488604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -488609.156250 Penalty: 2824.349365
	Iteration 34Q: 3 clusters Score -488609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -488613.968750 Penalty: 2824.349365
	Iteration 35Q: 3 clusters Score -488614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -488619.906250 Penalty: 2824.349365
	Iteration 36Q: 3 clusters Score -488619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -488626.593750 Penalty: 2824.349365
	Iteration 37Q: 3 clusters Score -488626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -488631.906250 Penalty: 2824.349365
	Iteration 38Q: 3 clusters Score -488631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -488635.843750 Penalty: 2824.349365
	Iteration 39Q: 3 clusters Score -488635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -488640.562500 Penalty: 2824.349365
	Iteration 40F: 3 clusters Score -488640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -488642.750000 Penalty: 2824.349365
	Iteration 41Q: 3 clusters Score -488642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -488645.343750 Penalty: 2824.349365
	Iteration 42Q: 3 clusters Score -488645.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -488648.312500 Penalty: 2824.349365
	Iteration 43Q: 3 clusters Score -488648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -488651.812500 Penalty: 2824.349365
	Iteration 44Q: 3 clusters Score -488651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -488652.625000 Penalty: 2824.349365
	Iteration 45Q: 3 clusters Score -488652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -488653.656250 Penalty: 2824.349365
	Iteration 46Q: 3 clusters Score -488653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -488655.312500 Penalty: 2824.349365
	Iteration 47Q: 3 clusters Score -488655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -488657.062500 Penalty: 2824.349365
	Iteration 48Q: 3 clusters Score -488657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -488657.656250 Penalty: 2824.349365
	Iteration 49Q: 3 clusters Score -488657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -488658.343750 Penalty: 2824.349365
	Iteration 50Q: 3 clusters Score -488658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -488659.500000 Penalty: 2824.349365
	Iteration 51Q: 3 clusters Score -488659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -488661.531250 Penalty: 2824.349365
	Iteration 52Q: 3 clusters Score -488661.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -488661.718750 Penalty: 2824.349365
	Iteration 53Q: 3 clusters Score -488661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -488661.906250 Penalty: 2824.349365
	Iteration 54Q: 3 clusters Score -488661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -488663.125000 Penalty: 2824.349365
	Iteration 55Q: 3 clusters Score -488663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -488663.718750 Penalty: 2824.349365
	Iteration 56Q: 3 clusters Score -488663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -488665.000000 Penalty: 2824.349365
	Iteration 57Q: 3 clusters Score -488665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -488665.406250 Penalty: 2824.349365
	Iteration 58Q: 3 clusters Score -488665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -488667.500000 Penalty: 2824.349365
	Iteration 59Q: 3 clusters Score -488667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -488669.562500 Penalty: 2824.349365
	Iteration 60F: 3 clusters Score -488669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -488670.875000 Penalty: 2824.349365
	Iteration 61Q: 3 clusters Score -488670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -488671.750000 Penalty: 2824.349365
	Iteration 62Q: 3 clusters Score -488671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -488672.062500 Penalty: 2824.349365
	Iteration 63Q: 3 clusters Score -488672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -488672.156250 Penalty: 2824.349365
	Iteration 64Q: 3 clusters Score -488672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -488673.375000 Penalty: 2824.349365
	Iteration 65Q: 3 clusters Score -488673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -488673.687500 Penalty: 2824.349365
	Iteration 66Q: 3 clusters Score -488673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -488673.343750 Penalty: 2824.349365
	Iteration 67Q: 3 clusters Score -488673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -488675.125000 Penalty: 2824.349365
	Iteration 68Q: 3 clusters Score -488675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -488674.750000 Penalty: 2824.349365
	Iteration 69Q: 3 clusters Score -488674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -488676.437500 Penalty: 2824.349365
	Iteration 70Q: 3 clusters Score -488676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -488678.468750 Penalty: 2824.349365
	Iteration 71Q: 3 clusters Score -488678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -488678.468750 Penalty: 2824.349365
	Iteration 72Q: 3 clusters Score -488678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -488680.375000 Penalty: 2824.349365
	Iteration 73Q: 3 clusters Score -488680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -488682.312500 Penalty: 2824.349365
	Iteration 74Q: 3 clusters Score -488682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -488683.156250 Penalty: 2824.349365
	Iteration 75Q: 3 clusters Score -488683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -488684.625000 Penalty: 2824.349365
	Iteration 76Q: 3 clusters Score -488684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -488685.687500 Penalty: 2824.349365
	Iteration 77Q: 3 clusters Score -488685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -488686.468750 Penalty: 2824.349365
	Iteration 78Q: 3 clusters Score -488686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -488686.812500 Penalty: 2824.349365
	Iteration 79Q: 3 clusters Score -488686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -488686.812500 Penalty: 2824.349365
	Iteration 80F: 3 clusters Score -488686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Entering Unmasked Estep 
Score: -905805.250000 Penalty: 1504.546875
	Iteration 0F: 2 clusters Score -905805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -898413.812500 Penalty: 3009.093750
	Iteration 0F: 3 clusters Score -898413.8 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -900763.375000 Penalty: 3009.093750
	Iteration 1F: 3 clusters Score -900763.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -900963.250000 Penalty: 3009.093750
	Iteration 2F: 3 clusters Score -900963.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -901111.125000 Penalty: 3009.093750
	Iteration 3Q: 3 clusters Score -901111.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -901239.375000 Penalty: 3009.093750
	Iteration 4Q: 3 clusters Score -901239.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -901388.187500 Penalty: 3009.093750
	Iteration 5Q: 3 clusters Score -901388.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -901583.687500 Penalty: 3009.093750
	Iteration 6Q: 3 clusters Score -901583.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -901798.500000 Penalty: 3009.093750
	Iteration 7Q: 3 clusters Score -901798.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -902054.312500 Penalty: 3009.093750
	Iteration 8Q: 3 clusters Score -902054.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -902367.562500 Penalty: 3009.093750
	Iteration 9Q: 3 clusters Score -902367.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -902700.500000 Penalty: 3009.093750
	Iteration 10Q: 3 clusters Score -902700.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -903022.062500 Penalty: 3009.093750
	Iteration 11Q: 3 clusters Score -903022.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -903325.250000 Penalty: 3009.093750
	Iteration 12Q: 3 clusters Score -903325.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -903605.187500 Penalty: 3009.093750
	Iteration 13Q: 3 clusters Score -903605.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -903802.750000 Penalty: 3009.093750
	Iteration 14Q: 3 clusters Score -903802.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -903942.187500 Penalty: 3009.093750
	Iteration 15Q: 3 clusters Score -903942.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -904037.375000 Penalty: 3009.093750
	Iteration 16Q: 3 clusters Score -904037.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -904130.312500 Penalty: 3009.093750
	Iteration 17Q: 3 clusters Score -904130.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -904202.937500 Penalty: 3009.093750
	Iteration 18Q: 3 clusters Score -904202.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -904269.437500 Penalty: 3009.093750
	Iteration 19Q: 3 clusters Score -904269.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -904315.687500 Penalty: 3009.093750
	Iteration 20F: 3 clusters Score -904315.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -904352.062500 Penalty: 3009.093750
	Iteration 21Q: 3 clusters Score -904352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -904378.750000 Penalty: 3009.093750
	Iteration 22Q: 3 clusters Score -904378.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -904395.062500 Penalty: 3009.093750
	Iteration 23Q: 3 clusters Score -904395.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -904418.312500 Penalty: 3009.093750
	Iteration 24Q: 3 clusters Score -904418.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -904434.562500 Penalty: 3009.093750
	Iteration 25Q: 3 clusters Score -904434.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -904444.562500 Penalty: 3009.093750
	Iteration 26Q: 3 clusters Score -904444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -904450.750000 Penalty: 3009.093750
	Iteration 27Q: 3 clusters Score -904450.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -904458.312500 Penalty: 3009.093750
	Iteration 28Q: 3 clusters Score -904458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -904467.812500 Penalty: 3009.093750
	Iteration 29Q: 3 clusters Score -904467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -904469.500000 Penalty: 3009.093750
	Iteration 30Q: 3 clusters Score -904469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -904469.687500 Penalty: 3009.093750
	Iteration 31Q: 3 clusters Score -904469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -904470.250000 Penalty: 3009.093750
	Iteration 32Q: 3 clusters Score -904470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -904470.500000 Penalty: 3009.093750
	Iteration 33Q: 3 clusters Score -904470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -904472.375000 Penalty: 3009.093750
	Iteration 34Q: 3 clusters Score -904472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -904476.500000 Penalty: 3009.093750
	Iteration 35Q: 3 clusters Score -904476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -904478.125000 Penalty: 3009.093750
	Iteration 36Q: 3 clusters Score -904478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -904478.375000 Penalty: 3009.093750
	Iteration 37Q: 3 clusters Score -904478.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -904479.375000 Penalty: 3009.093750
	Iteration 38Q: 3 clusters Score -904479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -904479.812500 Penalty: 3009.093750
	Iteration 39Q: 3 clusters Score -904479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -904481.375000 Penalty: 3009.093750
	Iteration 40F: 3 clusters Score -904481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -904480.875000 Penalty: 3009.093750
	Iteration 41Q: 3 clusters Score -904480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -904482.500000 Penalty: 3009.093750
	Iteration 42Q: 3 clusters Score -904482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -904482.312500 Penalty: 3009.093750
	Iteration 43Q: 3 clusters Score -904482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -904482.312500 Penalty: 3009.093750
	Iteration 44F: 3 clusters Score -904482.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -523119.531250 Penalty: 1421.496460
	Iteration 0F: 2 clusters Score -523119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -518300.718750 Penalty: 2842.992920
	Iteration 0F: 3 clusters Score -518300.7 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -519805.968750 Penalty: 2842.992920
	Iteration 1F: 3 clusters Score -519806 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -520188.093750 Penalty: 2842.992920
	Iteration 2F: 3 clusters Score -520188.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -520515.406250 Penalty: 2842.992920
	Iteration 3F: 3 clusters Score -520515.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -520781.500000 Penalty: 2842.992920
	Iteration 4F: 3 clusters Score -520781.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -520973.468750 Penalty: 2842.992920
	Iteration 5F: 3 clusters Score -520973.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -521158.562500 Penalty: 2842.992920
	Iteration 6F: 3 clusters Score -521158.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -521320.468750 Penalty: 2842.992920
	Iteration 7Q: 3 clusters Score -521320.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -521487.531250 Penalty: 2842.992920
	Iteration 8Q: 3 clusters Score -521487.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -521681.000000 Penalty: 2842.992920
	Iteration 9Q: 3 clusters Score -521681 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -521880.718750 Penalty: 2842.992920
	Iteration 10Q: 3 clusters Score -521880.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -522054.218750 Penalty: 2842.992920
	Iteration 11Q: 3 clusters Score -522054.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -522203.562500 Penalty: 2842.992920
	Iteration 12Q: 3 clusters Score -522203.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -522318.281250 Penalty: 2842.992920
	Iteration 13Q: 3 clusters Score -522318.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -522412.937500 Penalty: 2842.992920
	Iteration 14Q: 3 clusters Score -522412.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -522489.875000 Penalty: 2842.992920
	Iteration 15Q: 3 clusters Score -522489.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -522533.812500 Penalty: 2842.992920
	Iteration 16Q: 3 clusters Score -522533.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -522581.093750 Penalty: 2842.992920
	Iteration 17Q: 3 clusters Score -522581.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -522617.562500 Penalty: 2842.992920
	Iteration 18Q: 3 clusters Score -522617.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -522644.656250 Penalty: 2842.992920
	Iteration 19Q: 3 clusters Score -522644.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -522661.781250 Penalty: 2842.992920
	Iteration 20F: 3 clusters Score -522661.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -522670.812500 Penalty: 2842.992920
	Iteration 21Q: 3 clusters Score -522670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -522677.750000 Penalty: 2842.992920
	Iteration 22Q: 3 clusters Score -522677.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -522683.781250 Penalty: 2842.992920
	Iteration 23Q: 3 clusters Score -522683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -522689.281250 Penalty: 2842.992920
	Iteration 24Q: 3 clusters Score -522689.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -522695.687500 Penalty: 2842.992920
	Iteration 25Q: 3 clusters Score -522695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -522699.437500 Penalty: 2842.992920
	Iteration 26Q: 3 clusters Score -522699.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -522704.781250 Penalty: 2842.992920
	Iteration 27Q: 3 clusters Score -522704.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -522711.687500 Penalty: 2842.992920
	Iteration 28Q: 3 clusters Score -522711.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -522716.656250 Penalty: 2842.992920
	Iteration 29Q: 3 clusters Score -522716.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -522721.406250 Penalty: 2842.992920
	Iteration 30Q: 3 clusters Score -522721.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -522725.906250 Penalty: 2842.992920
	Iteration 31Q: 3 clusters Score -522725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -522731.250000 Penalty: 2842.992920
	Iteration 32Q: 3 clusters Score -522731.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -522737.062500 Penalty: 2842.992920
	Iteration 33Q: 3 clusters Score -522737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -522742.281250 Penalty: 2842.992920
	Iteration 34Q: 3 clusters Score -522742.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -522748.625000 Penalty: 2842.992920
	Iteration 35Q: 3 clusters Score -522748.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -522754.343750 Penalty: 2842.992920
	Iteration 36Q: 3 clusters Score -522754.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -522760.843750 Penalty: 2842.992920
	Iteration 37Q: 3 clusters Score -522760.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -522766.281250 Penalty: 2842.992920
	Iteration 38Q: 3 clusters Score -522766.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -522771.656250 Penalty: 2842.992920
	Iteration 39Q: 3 clusters Score -522771.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -522773.125000 Penalty: 2842.992920
	Iteration 40F: 3 clusters Score -522773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -522777.281250 Penalty: 2842.992920
	Iteration 41Q: 3 clusters Score -522777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -522780.781250 Penalty: 2842.992920
	Iteration 42Q: 3 clusters Score -522780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -522782.000000 Penalty: 2842.992920
	Iteration 43Q: 3 clusters Score -522782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -522784.281250 Penalty: 2842.992920
	Iteration 44Q: 3 clusters Score -522784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -522786.906250 Penalty: 2842.992920
	Iteration 45Q: 3 clusters Score -522786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -522789.062500 Penalty: 2842.992920
	Iteration 46Q: 3 clusters Score -522789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -522791.781250 Penalty: 2842.992920
	Iteration 47Q: 3 clusters Score -522791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -522793.406250 Penalty: 2842.992920
	Iteration 48Q: 3 clusters Score -522793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -522797.968750 Penalty: 2842.992920
	Iteration 49Q: 3 clusters Score -522798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -522800.062500 Penalty: 2842.992920
	Iteration 50Q: 3 clusters Score -522800.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -522802.062500 Penalty: 2842.992920
	Iteration 51Q: 3 clusters Score -522802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -522803.468750 Penalty: 2842.992920
	Iteration 52Q: 3 clusters Score -522803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -522807.750000 Penalty: 2842.992920
	Iteration 53Q: 3 clusters Score -522807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -522810.812500 Penalty: 2842.992920
	Iteration 54Q: 3 clusters Score -522810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -522811.656250 Penalty: 2842.992920
	Iteration 55Q: 3 clusters Score -522811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -522813.656250 Penalty: 2842.992920
	Iteration 56Q: 3 clusters Score -522813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -522817.062500 Penalty: 2842.992920
	Iteration 57Q: 3 clusters Score -522817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -522819.000000 Penalty: 2842.992920
	Iteration 58Q: 3 clusters Score -522819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -522821.343750 Penalty: 2842.992920
	Iteration 59Q: 3 clusters Score -522821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -522821.500000 Penalty: 2842.992920
	Iteration 60F: 3 clusters Score -522821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -522822.968750 Penalty: 2842.992920
	Iteration 61Q: 3 clusters Score -522823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -522825.125000 Penalty: 2842.992920
	Iteration 62Q: 3 clusters Score -522825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -522824.718750 Penalty: 2842.992920
	Iteration 63Q: 3 clusters Score -522824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -522825.593750 Penalty: 2842.992920
	Iteration 64Q: 3 clusters Score -522825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -522824.593750 Penalty: 2842.992920
	Iteration 65Q: 3 clusters Score -522824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -522824.593750 Penalty: 2842.992920
	Iteration 66F: 3 clusters Score -522824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Entering Unmasked Estep 
Score: -1380953.625000 Penalty: 1576.044678
	Iteration 0F: 2 clusters Score -1380954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1369775.750000 Penalty: 3152.089355
	Iteration 0F: 3 clusters Score -1369776 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1374043.125000 Penalty: 3152.089355
	Iteration 1F: 3 clusters Score -1374043 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1374598.000000 Penalty: 3152.089355
	Iteration 2F: 3 clusters Score -1374598 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1375223.875000 Penalty: 3152.089355
	Iteration 3F: 3 clusters Score -1375224 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1376030.000000 Penalty: 3152.089355
	Iteration 4F: 3 clusters Score -1376030 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1376893.125000 Penalty: 3152.089355
	Iteration 5F: 3 clusters Score -1376893 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1377676.125000 Penalty: 3152.089355
	Iteration 6F: 3 clusters Score -1377676 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1378374.125000 Penalty: 3152.089355
	Iteration 7F: 3 clusters Score -1378374 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1378904.875000 Penalty: 3152.089355
	Iteration 8F: 3 clusters Score -1378905 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1379206.875000 Penalty: 3152.089355
	Iteration 9Q: 3 clusters Score -1379207 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1379373.875000 Penalty: 3152.089355
	Iteration 10Q: 3 clusters Score -1379374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1379484.125000 Penalty: 3152.089355
	Iteration 11Q: 3 clusters Score -1379484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1379551.875000 Penalty: 3152.089355
	Iteration 12Q: 3 clusters Score -1379552 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1379601.250000 Penalty: 3152.089355
	Iteration 13Q: 3 clusters Score -1379601 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1379642.875000 Penalty: 3152.089355
	Iteration 14Q: 3 clusters Score -1379643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1379657.000000 Penalty: 3152.089355
	Iteration 15Q: 3 clusters Score -1379657 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1379680.250000 Penalty: 3152.089355
	Iteration 16Q: 3 clusters Score -1379680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1379698.375000 Penalty: 3152.089355
	Iteration 17Q: 3 clusters Score -1379698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1379711.250000 Penalty: 3152.089355
	Iteration 18Q: 3 clusters Score -1379711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1379725.500000 Penalty: 3152.089355
	Iteration 19Q: 3 clusters Score -1379726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1379731.375000 Penalty: 3152.089355
	Iteration 20F: 3 clusters Score -1379731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1379741.625000 Penalty: 3152.089355
	Iteration 21Q: 3 clusters Score -1379742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1379739.250000 Penalty: 3152.089355
	Iteration 22Q: 3 clusters Score -1379739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1379752.500000 Penalty: 3152.089355
	Iteration 23Q: 3 clusters Score -1379752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1379754.750000 Penalty: 3152.089355
	Iteration 24Q: 3 clusters Score -1379755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1379759.750000 Penalty: 3152.089355
	Iteration 25Q: 3 clusters Score -1379760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1379763.375000 Penalty: 3152.089355
	Iteration 26Q: 3 clusters Score -1379763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1379763.250000 Penalty: 3152.089355
	Iteration 27Q: 3 clusters Score -1379763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1379763.000000 Penalty: 3152.089355
	Iteration 28Q: 3 clusters Score -1379763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1379768.250000 Penalty: 3152.089355
	Iteration 29Q: 3 clusters Score -1379768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1379768.750000 Penalty: 3152.089355
	Iteration 30Q: 3 clusters Score -1379769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1379768.375000 Penalty: 3152.089355
	Iteration 31Q: 3 clusters Score -1379768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1379773.750000 Penalty: 3152.089355
	Iteration 32Q: 3 clusters Score -1379774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1379774.500000 Penalty: 3152.089355
	Iteration 33Q: 3 clusters Score -1379774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1379774.000000 Penalty: 3152.089355
	Iteration 34Q: 3 clusters Score -1379774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1379776.500000 Penalty: 3152.089355
	Iteration 35Q: 3 clusters Score -1379776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1379774.000000 Penalty: 3152.089355
	Iteration 36Q: 3 clusters Score -1379774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1379774.625000 Penalty: 3152.089355
	Iteration 37Q: 3 clusters Score -1379775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1379777.375000 Penalty: 3152.089355
	Iteration 38Q: 3 clusters Score -1379777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1379774.375000 Penalty: 3152.089355
	Iteration 39Q: 3 clusters Score -1379774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1379779.125000 Penalty: 3152.089355
	Iteration 40F: 3 clusters Score -1379779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1379778.875000 Penalty: 3152.089355
	Iteration 41Q: 3 clusters Score -1379779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1379778.375000 Penalty: 3152.089355
	Iteration 42Q: 3 clusters Score -1379778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1379778.625000 Penalty: 3152.089355
	Iteration 43Q: 3 clusters Score -1379779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1379778.750000 Penalty: 3152.089355
	Iteration 44Q: 3 clusters Score -1379779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1379779.750000 Penalty: 3152.089355
	Iteration 45Q: 3 clusters Score -1379780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1379782.250000 Penalty: 3152.089355
	Iteration 46Q: 3 clusters Score -1379782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1379784.125000 Penalty: 3152.089355
	Iteration 47Q: 3 clusters Score -1379784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1379782.375000 Penalty: 3152.089355
	Iteration 48Q: 3 clusters Score -1379782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1379783.375000 Penalty: 3152.089355
	Iteration 49Q: 3 clusters Score -1379783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1379783.375000 Penalty: 3152.089355
	Iteration 50F: 3 clusters Score -1379783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -304463.156250 Penalty: 1355.246460
	Iteration 0F: 2 clusters Score -304463.2 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 2123 members 
Entering Unmasked Estep 
Score: -301020.593750 Penalty: 2710.492920
	Iteration 0F: 3 clusters Score -301020.6 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -302088.750000 Penalty: 2710.492920
	Iteration 1F: 3 clusters Score -302088.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -302392.500000 Penalty: 2710.492920
	Iteration 2F: 3 clusters Score -302392.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -302640.375000 Penalty: 2710.492920
	Iteration 3F: 3 clusters Score -302640.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -302846.843750 Penalty: 2710.492920
	Iteration 4F: 3 clusters Score -302846.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -303009.593750 Penalty: 2710.492920
	Iteration 5F: 3 clusters Score -303009.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -303119.000000 Penalty: 2710.492920
	Iteration 6Q: 3 clusters Score -303119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -303217.531250 Penalty: 2710.492920
	Iteration 7Q: 3 clusters Score -303217.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -303280.093750 Penalty: 2710.492920
	Iteration 8Q: 3 clusters Score -303280.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -303336.656250 Penalty: 2710.492920
	Iteration 9Q: 3 clusters Score -303336.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -303388.468750 Penalty: 2710.492920
	Iteration 10Q: 3 clusters Score -303388.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -303425.656250 Penalty: 2710.492920
	Iteration 11Q: 3 clusters Score -303425.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -303445.593750 Penalty: 2710.492920
	Iteration 12Q: 3 clusters Score -303445.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -303463.531250 Penalty: 2710.492920
	Iteration 13Q: 3 clusters Score -303463.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -303474.875000 Penalty: 2710.492920
	Iteration 14Q: 3 clusters Score -303474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303481.062500 Penalty: 2710.492920
	Iteration 15Q: 3 clusters Score -303481.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -303486.593750 Penalty: 2710.492920
	Iteration 16Q: 3 clusters Score -303486.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -303489.437500 Penalty: 2710.492920
	Iteration 17Q: 3 clusters Score -303489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -303493.187500 Penalty: 2710.492920
	Iteration 18Q: 3 clusters Score -303493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -303496.156250 Penalty: 2710.492920
	Iteration 19Q: 3 clusters Score -303496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -303500.250000 Penalty: 2710.492920
	Iteration 20F: 3 clusters Score -303500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303502.656250 Penalty: 2710.492920
	Iteration 21Q: 3 clusters Score -303502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -303504.875000 Penalty: 2710.492920
	Iteration 22Q: 3 clusters Score -303504.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -303507.468750 Penalty: 2710.492920
	Iteration 23Q: 3 clusters Score -303507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303510.187500 Penalty: 2710.492920
	Iteration 24Q: 3 clusters Score -303510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -303512.718750 Penalty: 2710.492920
	Iteration 25Q: 3 clusters Score -303512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303516.156250 Penalty: 2710.492920
	Iteration 26Q: 3 clusters Score -303516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -303518.218750 Penalty: 2710.492920
	Iteration 27Q: 3 clusters Score -303518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303518.562500 Penalty: 2710.492920
	Iteration 28Q: 3 clusters Score -303518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303519.093750 Penalty: 2710.492920
	Iteration 29Q: 3 clusters Score -303519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303519.687500 Penalty: 2710.492920
	Iteration 30Q: 3 clusters Score -303519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303519.125000 Penalty: 2710.492920
	Iteration 31Q: 3 clusters Score -303519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303519.718750 Penalty: 2710.492920
	Iteration 32Q: 3 clusters Score -303519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -303519.718750 Penalty: 2710.492920
	Iteration 33F: 3 clusters Score -303519.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -269720.312500 Penalty: 1320.030029
	Iteration 0F: 2 clusters Score -269720.3 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 1664 members 
Entering Unmasked Estep 
Score: -266789.625000 Penalty: 2640.060059
	Iteration 0F: 3 clusters Score -266789.6 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -267576.437500 Penalty: 2640.060059
	Iteration 1F: 3 clusters Score -267576.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -267815.593750 Penalty: 2640.060059
	Iteration 2F: 3 clusters Score -267815.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -268033.031250 Penalty: 2640.060059
	Iteration 3F: 3 clusters Score -268033 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -268347.343750 Penalty: 2640.060059
	Iteration 4F: 3 clusters Score -268347.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -268773.187500 Penalty: 2640.060059
	Iteration 5F: 3 clusters Score -268773.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -269433.406250 Penalty: 2640.060059
	Iteration 6F: 3 clusters Score -269433.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -270097.718750 Penalty: 2640.060059
	Iteration 7F: 3 clusters Score -270097.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -270300.437500 Penalty: 2640.060059
	Iteration 8Q: 3 clusters Score -270300.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -270359.500000 Penalty: 2640.060059
	Iteration 9Q: 3 clusters Score -270359.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -270390.593750 Penalty: 2640.060059
	Iteration 10Q: 3 clusters Score -270390.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -270421.750000 Penalty: 2640.060059
	Iteration 11Q: 3 clusters Score -270421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -270449.593750 Penalty: 2640.060059
	Iteration 12Q: 3 clusters Score -270449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270463.843750 Penalty: 2640.060059
	Iteration 13Q: 3 clusters Score -270463.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -270478.781250 Penalty: 2640.060059
	Iteration 14Q: 3 clusters Score -270478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -270487.687500 Penalty: 2640.060059
	Iteration 15Q: 3 clusters Score -270487.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -270497.000000 Penalty: 2640.060059
	Iteration 16Q: 3 clusters Score -270497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -270504.781250 Penalty: 2640.060059
	Iteration 17Q: 3 clusters Score -270504.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -270511.718750 Penalty: 2640.060059
	Iteration 18Q: 3 clusters Score -270511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -270519.718750 Penalty: 2640.060059
	Iteration 19Q: 3 clusters Score -270519.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -270542.625000 Penalty: 2640.060059
	Iteration 20F: 3 clusters Score -270542.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270576.468750 Penalty: 2640.060059
	Iteration 21Q: 3 clusters Score -270576.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -270623.125000 Penalty: 2640.060059
	Iteration 22Q: 3 clusters Score -270623.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -270686.718750 Penalty: 2640.060059
	Iteration 23Q: 3 clusters Score -270686.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -270731.781250 Penalty: 2640.060059
	Iteration 24Q: 3 clusters Score -270731.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -270756.375000 Penalty: 2640.060059
	Iteration 25Q: 3 clusters Score -270756.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270772.312500 Penalty: 2640.060059
	Iteration 26Q: 3 clusters Score -270772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -270780.937500 Penalty: 2640.060059
	Iteration 27Q: 3 clusters Score -270780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -270785.000000 Penalty: 2640.060059
	Iteration 28Q: 3 clusters Score -270785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -270786.875000 Penalty: 2640.060059
	Iteration 29Q: 3 clusters Score -270786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -270788.000000 Penalty: 2640.060059
	Iteration 30Q: 3 clusters Score -270788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -270789.031250 Penalty: 2640.060059
	Iteration 31Q: 3 clusters Score -270789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -270789.343750 Penalty: 2640.060059
	Iteration 32Q: 3 clusters Score -270789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -270789.343750 Penalty: 2640.060059
	Iteration 33F: 3 clusters Score -270789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 63503 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 28086 members 
Mstep: Class 12 contains 209398 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 159976 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11798 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16297 members 
Mstep: Class 24 contains 4188 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 9569 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1164 members 
Entering Unmasked Estep 
Score: -54420460.000000 Penalty: 63127.917969
Splitting cluster 25 changes total score from -54420156.000000 to -54420460.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -803481.500000 Penalty: 1489.521118
	Iteration 0F: 2 clusters Score -803481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -796570.875000 Penalty: 2979.042236
	Iteration 0F: 3 clusters Score -796570.9 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -798825.625000 Penalty: 2979.042236
	Iteration 1F: 3 clusters Score -798825.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -799097.812500 Penalty: 2979.042236
	Iteration 2F: 3 clusters Score -799097.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -799289.625000 Penalty: 2979.042236
	Iteration 3F: 3 clusters Score -799289.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -799492.250000 Penalty: 2979.042236
	Iteration 4Q: 3 clusters Score -799492.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -799727.625000 Penalty: 2979.042236
	Iteration 5Q: 3 clusters Score -799727.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -799953.750000 Penalty: 2979.042236
	Iteration 6Q: 3 clusters Score -799953.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -800178.062500 Penalty: 2979.042236
	Iteration 7Q: 3 clusters Score -800178.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -800430.937500 Penalty: 2979.042236
	Iteration 8Q: 3 clusters Score -800430.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -800719.187500 Penalty: 2979.042236
	Iteration 9Q: 3 clusters Score -800719.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -801025.562500 Penalty: 2979.042236
	Iteration 10Q: 3 clusters Score -801025.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -801269.937500 Penalty: 2979.042236
	Iteration 11Q: 3 clusters Score -801269.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -801507.250000 Penalty: 2979.042236
	Iteration 12Q: 3 clusters Score -801507.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -801694.375000 Penalty: 2979.042236
	Iteration 13Q: 3 clusters Score -801694.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -801860.125000 Penalty: 2979.042236
	Iteration 14Q: 3 clusters Score -801860.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -801995.187500 Penalty: 2979.042236
	Iteration 15Q: 3 clusters Score -801995.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -802099.750000 Penalty: 2979.042236
	Iteration 16Q: 3 clusters Score -802099.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -802203.875000 Penalty: 2979.042236
	Iteration 17Q: 3 clusters Score -802203.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -802326.500000 Penalty: 2979.042236
	Iteration 18Q: 3 clusters Score -802326.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -802413.000000 Penalty: 2979.042236
	Iteration 19Q: 3 clusters Score -802413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -802479.312500 Penalty: 2979.042236
	Iteration 20F: 3 clusters Score -802479.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -802533.750000 Penalty: 2979.042236
	Iteration 21Q: 3 clusters Score -802533.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -802565.937500 Penalty: 2979.042236
	Iteration 22Q: 3 clusters Score -802565.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -802591.437500 Penalty: 2979.042236
	Iteration 23Q: 3 clusters Score -802591.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -802605.187500 Penalty: 2979.042236
	Iteration 24Q: 3 clusters Score -802605.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -802611.312500 Penalty: 2979.042236
	Iteration 25Q: 3 clusters Score -802611.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -802620.687500 Penalty: 2979.042236
	Iteration 26Q: 3 clusters Score -802620.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -802623.187500 Penalty: 2979.042236
	Iteration 27Q: 3 clusters Score -802623.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -802628.312500 Penalty: 2979.042236
	Iteration 28Q: 3 clusters Score -802628.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -802632.000000 Penalty: 2979.042236
	Iteration 29Q: 3 clusters Score -802632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -802633.812500 Penalty: 2979.042236
	Iteration 30Q: 3 clusters Score -802633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -802636.937500 Penalty: 2979.042236
	Iteration 31Q: 3 clusters Score -802636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -802638.625000 Penalty: 2979.042236
	Iteration 32Q: 3 clusters Score -802638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -802640.500000 Penalty: 2979.042236
	Iteration 33Q: 3 clusters Score -802640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -802639.437500 Penalty: 2979.042236
	Iteration 34Q: 3 clusters Score -802639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -802639.750000 Penalty: 2979.042236
	Iteration 35Q: 3 clusters Score -802639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -802640.562500 Penalty: 2979.042236
	Iteration 36Q: 3 clusters Score -802640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -802639.000000 Penalty: 2979.042236
	Iteration 37Q: 3 clusters Score -802639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -802639.062500 Penalty: 2979.042236
	Iteration 38Q: 3 clusters Score -802639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -802641.375000 Penalty: 2979.042236
	Iteration 39Q: 3 clusters Score -802641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -802642.375000 Penalty: 2979.042236
	Iteration 40F: 3 clusters Score -802642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -802644.625000 Penalty: 2979.042236
	Iteration 41Q: 3 clusters Score -802644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -802642.875000 Penalty: 2979.042236
	Iteration 42Q: 3 clusters Score -802642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -802643.437500 Penalty: 2979.042236
	Iteration 43Q: 3 clusters Score -802643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -802642.375000 Penalty: 2979.042236
	Iteration 44Q: 3 clusters Score -802642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -802644.250000 Penalty: 2979.042236
	Iteration 45Q: 3 clusters Score -802644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -802644.250000 Penalty: 2979.042236
	Iteration 46F: 3 clusters Score -802644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -615814.250000 Penalty: 1445.828857
	Iteration 0F: 2 clusters Score -615814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -610404.687500 Penalty: 2891.657715
	Iteration 0F: 3 clusters Score -610404.7 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -612130.187500 Penalty: 2891.657715
	Iteration 1F: 3 clusters Score -612130.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -612432.437500 Penalty: 2891.657715
	Iteration 2F: 3 clusters Score -612432.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -612688.375000 Penalty: 2891.657715
	Iteration 3F: 3 clusters Score -612688.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -612921.500000 Penalty: 2891.657715
	Iteration 4F: 3 clusters Score -612921.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -613153.375000 Penalty: 2891.657715
	Iteration 5F: 3 clusters Score -613153.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -613363.500000 Penalty: 2891.657715
	Iteration 6Q: 3 clusters Score -613363.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -613552.062500 Penalty: 2891.657715
	Iteration 7Q: 3 clusters Score -613552.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -613721.562500 Penalty: 2891.657715
	Iteration 8Q: 3 clusters Score -613721.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -613882.562500 Penalty: 2891.657715
	Iteration 9Q: 3 clusters Score -613882.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -614062.187500 Penalty: 2891.657715
	Iteration 10Q: 3 clusters Score -614062.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -614265.437500 Penalty: 2891.657715
	Iteration 11Q: 3 clusters Score -614265.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -614471.500000 Penalty: 2891.657715
	Iteration 12Q: 3 clusters Score -614471.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -614650.937500 Penalty: 2891.657715
	Iteration 13Q: 3 clusters Score -614650.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -614804.875000 Penalty: 2891.657715
	Iteration 14Q: 3 clusters Score -614804.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -614912.375000 Penalty: 2891.657715
	Iteration 15Q: 3 clusters Score -614912.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -614970.875000 Penalty: 2891.657715
	Iteration 16Q: 3 clusters Score -614970.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -615002.437500 Penalty: 2891.657715
	Iteration 17Q: 3 clusters Score -615002.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -615022.812500 Penalty: 2891.657715
	Iteration 18Q: 3 clusters Score -615022.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -615031.937500 Penalty: 2891.657715
	Iteration 19Q: 3 clusters Score -615031.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -615036.437500 Penalty: 2891.657715
	Iteration 20F: 3 clusters Score -615036.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -615039.312500 Penalty: 2891.657715
	Iteration 21Q: 3 clusters Score -615039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -615040.312500 Penalty: 2891.657715
	Iteration 22Q: 3 clusters Score -615040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -615042.312500 Penalty: 2891.657715
	Iteration 23Q: 3 clusters Score -615042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -615042.625000 Penalty: 2891.657715
	Iteration 24Q: 3 clusters Score -615042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -615043.000000 Penalty: 2891.657715
	Iteration 25Q: 3 clusters Score -615043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -615046.125000 Penalty: 2891.657715
	Iteration 26Q: 3 clusters Score -615046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -615047.375000 Penalty: 2891.657715
	Iteration 27Q: 3 clusters Score -615047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -615050.375000 Penalty: 2891.657715
	Iteration 28Q: 3 clusters Score -615050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -615051.562500 Penalty: 2891.657715
	Iteration 29Q: 3 clusters Score -615051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -615052.812500 Penalty: 2891.657715
	Iteration 30Q: 3 clusters Score -615052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -615054.750000 Penalty: 2891.657715
	Iteration 31Q: 3 clusters Score -615054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -615053.812500 Penalty: 2891.657715
	Iteration 32Q: 3 clusters Score -615053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -615055.687500 Penalty: 2891.657715
	Iteration 33Q: 3 clusters Score -615055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -615056.500000 Penalty: 2891.657715
	Iteration 34Q: 3 clusters Score -615056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -615057.187500 Penalty: 2891.657715
	Iteration 35Q: 3 clusters Score -615057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -615056.812500 Penalty: 2891.657715
	Iteration 36Q: 3 clusters Score -615056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -615057.687500 Penalty: 2891.657715
	Iteration 37Q: 3 clusters Score -615057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -615057.125000 Penalty: 2891.657715
	Iteration 38Q: 3 clusters Score -615057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -615057.750000 Penalty: 2891.657715
	Iteration 39Q: 3 clusters Score -615057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -615058.375000 Penalty: 2891.657715
	Iteration 40F: 3 clusters Score -615058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -615058.312500 Penalty: 2891.657715
	Iteration 41Q: 3 clusters Score -615058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -615059.750000 Penalty: 2891.657715
	Iteration 42Q: 3 clusters Score -615059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -615060.000000 Penalty: 2891.657715
	Iteration 43Q: 3 clusters Score -615060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -615060.000000 Penalty: 2891.657715
	Iteration 44F: 3 clusters Score -615060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -247071.703125 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -247071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -244317.640625 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -244317.6 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -244940.187500 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -244940.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -245102.578125 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -245102.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -245266.812500 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -245266.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245407.046875 Penalty: 2603.366943
	Iteration 4F: 3 clusters Score -245407 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -245525.609375 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -245525.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -245610.625000 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -245610.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245669.750000 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -245669.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -245719.828125 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -245719.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -245769.531250 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -245769.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -245815.671875 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -245815.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -245882.000000 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -245882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -245951.734375 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -245951.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -246015.640625 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -246015.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -246087.171875 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -246087.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -246178.796875 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -246178.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -246287.890625 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -246287.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -246376.000000 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -246376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -246415.359375 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -246415.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246432.250000 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -246432.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246442.015625 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -246442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -246451.328125 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -246451.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -246456.265625 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -246456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -246459.687500 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -246459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246460.687500 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -246460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -246461.296875 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -246461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246462.406250 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -246462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246462.796875 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -246462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246462.656250 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -246462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -246463.484375 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -246463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246463.921875 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -246463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246464.265625 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -246464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -246465.281250 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -246465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246465.750000 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -246465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246465.953125 Penalty: 2603.366943
	Iteration 34Q: 3 clusters Score -246466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246466.296875 Penalty: 2603.366943
	Iteration 35Q: 3 clusters Score -246466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -246466.765625 Penalty: 2603.366943
	Iteration 36Q: 3 clusters Score -246466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -246466.625000 Penalty: 2603.366943
	Iteration 37Q: 3 clusters Score -246466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -246466.562500 Penalty: 2603.366943
	Iteration 38Q: 3 clusters Score -246466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -246467.984375 Penalty: 2603.366943
	Iteration 39Q: 3 clusters Score -246468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -246468.796875 Penalty: 2603.366943
	Iteration 40F: 3 clusters Score -246468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -246469.375000 Penalty: 2603.366943
	Iteration 41Q: 3 clusters Score -246469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -246469.718750 Penalty: 2603.366943
	Iteration 42Q: 3 clusters Score -246469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -246469.718750 Penalty: 2603.366943
	Iteration 43F: 3 clusters Score -246469.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 63503 members 
Mstep: Class 8 contains 2287 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 28086 members 
Mstep: Class 12 contains 209398 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 159976 members 
Mstep: Class 15 contains 6889 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11798 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16297 members 
Mstep: Class 24 contains 4188 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 9569 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420616.000000 Penalty: 63127.917969
Iteration 79Q: 30 clusters Score -5.442062e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10644 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 63487 members 
Mstep: Class 8 contains 2298 members 
Mstep: Class 9 contains 21586 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 28093 members 
Mstep: Class 12 contains 209400 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 159976 members 
Mstep: Class 15 contains 6891 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 15198 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 10516 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 4227 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 9577 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3014 members 
Mstep: Class 29 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54420824.000000 Penalty: 63127.917969
Iteration 80F: 30 clusters Score -5.442082e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10637 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 63481 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 21579 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 28095 members 
Mstep: Class 12 contains 209401 members 
Mstep: Class 13 contains 12333 members 
Mstep: Class 14 contains 159976 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 11802 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 15199 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 10529 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 4245 members 
Mstep: Class 25 contains 2195 members 
Mstep: Class 26 contains 9562 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421068.000000 Penalty: 63127.917969
Iteration 81Q: 30 clusters Score -5.442107e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10628 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 3445 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 63470 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 28099 members 
Mstep: Class 12 contains 209412 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 159977 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 10531 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 16323 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 2224 members 
Mstep: Class 26 contains 9553 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421340.000000 Penalty: 63127.917969
Iteration 82Q: 30 clusters Score -5.442134e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 63474 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 21567 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 28097 members 
Mstep: Class 12 contains 209410 members 
Mstep: Class 13 contains 12325 members 
Mstep: Class 14 contains 159983 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 10529 members 
Mstep: Class 22 contains 6293 members 
Mstep: Class 23 contains 16328 members 
Mstep: Class 24 contains 4251 members 
Mstep: Class 25 contains 2244 members 
Mstep: Class 26 contains 9552 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421472.000000 Penalty: 63127.917969
Iteration 83Q: 30 clusters Score -5.442147e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10614 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 63476 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 28096 members 
Mstep: Class 12 contains 209411 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 159987 members 
Mstep: Class 15 contains 6908 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5947 members 
Mstep: Class 21 contains 10533 members 
Mstep: Class 22 contains 6293 members 
Mstep: Class 23 contains 16333 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 2256 members 
Mstep: Class 26 contains 9547 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421500.000000 Penalty: 63127.917969
Iteration 84Q: 30 clusters Score -5.44215e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10604 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 63477 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 21559 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 28097 members 
Mstep: Class 12 contains 209406 members 
Mstep: Class 13 contains 12314 members 
Mstep: Class 14 contains 159988 members 
Mstep: Class 15 contains 6913 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 15192 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 10540 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16336 members 
Mstep: Class 24 contains 4229 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 9545 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421564.000000 Penalty: 63127.917969
Iteration 85Q: 30 clusters Score -5.442156e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10594 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 4273 members 
Mstep: Class 7 contains 63475 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 9 contains 21551 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 28097 members 
Mstep: Class 12 contains 209404 members 
Mstep: Class 13 contains 12311 members 
Mstep: Class 14 contains 159984 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 10548 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16331 members 
Mstep: Class 24 contains 4227 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 9544 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421540.000000 Penalty: 63127.917969
Iteration 86Q: 30 clusters Score -5.442154e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 63464 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 21542 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 28104 members 
Mstep: Class 12 contains 209402 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 159986 members 
Mstep: Class 15 contains 6921 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 10556 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 9543 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3010 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421676.000000 Penalty: 63127.917969
Iteration 87Q: 30 clusters Score -5.442168e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 63454 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 28117 members 
Mstep: Class 12 contains 209395 members 
Mstep: Class 13 contains 12308 members 
Mstep: Class 14 contains 159984 members 
Mstep: Class 15 contains 6926 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2894 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 10561 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 4225 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 9542 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421712.000000 Penalty: 63127.917969
Iteration 88Q: 30 clusters Score -5.442171e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 63447 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 28126 members 
Mstep: Class 12 contains 209397 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 159986 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15191 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 10565 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16325 members 
Mstep: Class 24 contains 4219 members 
Mstep: Class 25 contains 2299 members 
Mstep: Class 26 contains 9546 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421840.000000 Penalty: 63127.917969
Iteration 89Q: 30 clusters Score -5.442184e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10575 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 63443 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 28133 members 
Mstep: Class 12 contains 209401 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 159984 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15190 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 10568 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16318 members 
Mstep: Class 24 contains 4214 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 9545 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421892.000000 Penalty: 63127.917969
Iteration 90Q: 30 clusters Score -5.442189e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10572 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 3432 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 63437 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 21513 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 28133 members 
Mstep: Class 12 contains 209404 members 
Mstep: Class 13 contains 12303 members 
Mstep: Class 14 contains 159983 members 
Mstep: Class 15 contains 6929 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5964 members 
Mstep: Class 21 contains 10570 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16317 members 
Mstep: Class 24 contains 4212 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 9544 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421904.000000 Penalty: 63127.917969
Iteration 91Q: 30 clusters Score -5.44219e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 63433 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21507 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 28138 members 
Mstep: Class 12 contains 209404 members 
Mstep: Class 13 contains 12299 members 
Mstep: Class 14 contains 159985 members 
Mstep: Class 15 contains 6929 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 10572 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16312 members 
Mstep: Class 24 contains 4213 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 9544 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 92Q: 30 clusters Score -5.442185e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 63428 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 28142 members 
Mstep: Class 12 contains 209404 members 
Mstep: Class 13 contains 12296 members 
Mstep: Class 14 contains 159986 members 
Mstep: Class 15 contains 6930 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15198 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 10582 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16311 members 
Mstep: Class 24 contains 4212 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 9541 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421760.000000 Penalty: 63127.917969
Iteration 93Q: 30 clusters Score -5.442176e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4444 members 
Mstep: Class 7 contains 63424 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 21484 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 28151 members 
Mstep: Class 12 contains 209403 members 
Mstep: Class 13 contains 12295 members 
Mstep: Class 14 contains 159981 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15194 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 16311 members 
Mstep: Class 24 contains 4213 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 9538 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421836.000000 Penalty: 63127.917969
Iteration 94Q: 30 clusters Score -5.442184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 63413 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 28151 members 
Mstep: Class 12 contains 209407 members 
Mstep: Class 13 contains 12294 members 
Mstep: Class 14 contains 159982 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 10604 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4213 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 9538 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421904.000000 Penalty: 63127.917969
Iteration 95Q: 30 clusters Score -5.44219e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 10572 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 63403 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 21469 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28148 members 
Mstep: Class 12 contains 209406 members 
Mstep: Class 13 contains 12293 members 
Mstep: Class 14 contains 159981 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 21018 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 10621 members 
Mstep: Class 22 contains 6291 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 4209 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 9537 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421936.000000 Penalty: 63127.917969
Iteration 96Q: 30 clusters Score -5.442194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10571 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4477 members 
Mstep: Class 7 contains 63399 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21464 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28155 members 
Mstep: Class 12 contains 209405 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 159977 members 
Mstep: Class 15 contains 6931 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10630 members 
Mstep: Class 22 contains 6287 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421912.000000 Penalty: 63127.917969
Iteration 97Q: 30 clusters Score -5.442191e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 63390 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21458 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28159 members 
Mstep: Class 12 contains 209405 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 14 contains 159974 members 
Mstep: Class 15 contains 6932 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10641 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421888.000000 Penalty: 63127.917969
Iteration 98Q: 30 clusters Score -5.442189e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 63383 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21453 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28160 members 
Mstep: Class 12 contains 209403 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 159973 members 
Mstep: Class 15 contains 6934 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10654 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421896.000000 Penalty: 63127.917969
Iteration 99Q: 30 clusters Score -5.44219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 63376 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21448 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28160 members 
Mstep: Class 12 contains 209400 members 
Mstep: Class 13 contains 12288 members 
Mstep: Class 14 contains 159969 members 
Mstep: Class 15 contains 6938 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10668 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421900.000000 Penalty: 63127.917969
Iteration 100F: 30 clusters Score -5.44219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 7 contains 63368 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28161 members 
Mstep: Class 12 contains 209400 members 
Mstep: Class 13 contains 12285 members 
Mstep: Class 14 contains 159970 members 
Mstep: Class 15 contains 6941 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10682 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421916.000000 Penalty: 63127.917969
Iteration 101Q: 30 clusters Score -5.442192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 63363 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28160 members 
Mstep: Class 12 contains 209405 members 
Mstep: Class 13 contains 12284 members 
Mstep: Class 14 contains 159966 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9534 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421892.000000 Penalty: 63127.917969
Iteration 102Q: 30 clusters Score -5.442189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 63359 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28163 members 
Mstep: Class 12 contains 209406 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 159965 members 
Mstep: Class 15 contains 6946 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10699 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9534 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421896.000000 Penalty: 63127.917969
Iteration 103Q: 30 clusters Score -5.44219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 63359 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28161 members 
Mstep: Class 12 contains 209407 members 
Mstep: Class 13 contains 12281 members 
Mstep: Class 14 contains 159966 members 
Mstep: Class 15 contains 6948 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9532 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421832.000000 Penalty: 63127.917969
Iteration 104Q: 30 clusters Score -5.442183e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 1597 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 63357 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209407 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 159965 members 
Mstep: Class 15 contains 6950 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10701 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16306 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9532 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421884.000000 Penalty: 63127.917969
Iteration 105Q: 30 clusters Score -5.442188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 1596 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 63356 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 209403 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 159960 members 
Mstep: Class 15 contains 6953 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10704 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9531 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421948.000000 Penalty: 63127.917969
Iteration 106Q: 30 clusters Score -5.442195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1594 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 63350 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28171 members 
Mstep: Class 12 contains 209400 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 159960 members 
Mstep: Class 15 contains 6955 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9532 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421928.000000 Penalty: 63127.917969
Iteration 107Q: 30 clusters Score -5.442193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 1593 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 63347 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21430 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28171 members 
Mstep: Class 12 contains 209398 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 159963 members 
Mstep: Class 15 contains 6955 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16308 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9531 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421916.000000 Penalty: 63127.917969
Iteration 108Q: 30 clusters Score -5.442192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 63344 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21428 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28172 members 
Mstep: Class 12 contains 209398 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 159965 members 
Mstep: Class 15 contains 6953 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15198 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16309 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9529 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421908.000000 Penalty: 63127.917969
Iteration 109Q: 30 clusters Score -5.442191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 63342 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28172 members 
Mstep: Class 12 contains 209397 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 159963 members 
Mstep: Class 15 contains 6959 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15199 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10713 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16307 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9528 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421956.000000 Penalty: 63127.917969
Iteration 110Q: 30 clusters Score -5.442196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 7 contains 63338 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 21426 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28174 members 
Mstep: Class 12 contains 209397 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 159961 members 
Mstep: Class 15 contains 6962 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10715 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9526 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3013 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421968.000000 Penalty: 63127.917969
Iteration 111Q: 30 clusters Score -5.442197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 63335 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28178 members 
Mstep: Class 12 contains 209394 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 159956 members 
Mstep: Class 15 contains 6967 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10721 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9527 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421900.000000 Penalty: 63127.917969
Iteration 112Q: 30 clusters Score -5.44219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 63330 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 21418 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28180 members 
Mstep: Class 12 contains 209389 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 159954 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10726 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9523 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421888.000000 Penalty: 63127.917969
Iteration 113Q: 30 clusters Score -5.442189e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4550 members 
Mstep: Class 7 contains 63323 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21412 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28180 members 
Mstep: Class 12 contains 209388 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 159945 members 
Mstep: Class 15 contains 6979 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15204 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10733 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9520 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421904.000000 Penalty: 63127.917969
Iteration 114Q: 30 clusters Score -5.44219e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1563 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 63316 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 28176 members 
Mstep: Class 12 contains 209382 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 159944 members 
Mstep: Class 15 contains 6987 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 10740 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9519 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421908.000000 Penalty: 63127.917969
Iteration 115Q: 30 clusters Score -5.442191e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1563 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 63306 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21398 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 209382 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 159942 members 
Mstep: Class 15 contains 6989 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4201 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9519 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421880.000000 Penalty: 63127.917969
Iteration 116Q: 30 clusters Score -5.442188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4564 members 
Mstep: Class 7 contains 63295 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21393 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209380 members 
Mstep: Class 13 contains 12274 members 
Mstep: Class 14 contains 159934 members 
Mstep: Class 15 contains 6993 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10768 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9518 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421864.000000 Penalty: 63127.917969
Iteration 117Q: 30 clusters Score -5.442186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 63285 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21390 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 209382 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 159931 members 
Mstep: Class 15 contains 6997 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10776 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9517 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421924.000000 Penalty: 63127.917969
Iteration 118Q: 30 clusters Score -5.442192e+07 nChanged 62
Entering ConstructFrom: 
Score: -54421924.000000 Penalty: 63127.917969
Entering ConstructFrom: 
Trying to split cluster 1 (11777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Entering Unmasked Estep 
Score: -1013504.187500 Penalty: 1523.259277
	Iteration 0F: 2 clusters Score -1013504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1005163.812500 Penalty: 3046.518555
	Iteration 0F: 3 clusters Score -1005164 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1007951.375000 Penalty: 3046.518555
	Iteration 1F: 3 clusters Score -1007951 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1008216.625000 Penalty: 3046.518555
	Iteration 2F: 3 clusters Score -1008217 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1008406.687500 Penalty: 3046.518555
	Iteration 3Q: 3 clusters Score -1008407 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1008587.062500 Penalty: 3046.518555
	Iteration 4Q: 3 clusters Score -1008587 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1008767.062500 Penalty: 3046.518555
	Iteration 5Q: 3 clusters Score -1008767 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1008967.937500 Penalty: 3046.518555
	Iteration 6Q: 3 clusters Score -1008968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1009190.250000 Penalty: 3046.518555
	Iteration 7Q: 3 clusters Score -1009190 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1009387.812500 Penalty: 3046.518555
	Iteration 8Q: 3 clusters Score -1009388 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1009593.562500 Penalty: 3046.518555
	Iteration 9Q: 3 clusters Score -1009594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1009770.562500 Penalty: 3046.518555
	Iteration 10Q: 3 clusters Score -1009771 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1009949.500000 Penalty: 3046.518555
	Iteration 11Q: 3 clusters Score -1009950 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1010135.562500 Penalty: 3046.518555
	Iteration 12Q: 3 clusters Score -1010136 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1010337.437500 Penalty: 3046.518555
	Iteration 13Q: 3 clusters Score -1010337 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1010520.437500 Penalty: 3046.518555
	Iteration 14Q: 3 clusters Score -1010520 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1010696.812500 Penalty: 3046.518555
	Iteration 15Q: 3 clusters Score -1010697 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1010884.375000 Penalty: 3046.518555
	Iteration 16Q: 3 clusters Score -1010884 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1011063.312500 Penalty: 3046.518555
	Iteration 17Q: 3 clusters Score -1011063 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1011236.687500 Penalty: 3046.518555
	Iteration 18Q: 3 clusters Score -1011237 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1011396.187500 Penalty: 3046.518555
	Iteration 19Q: 3 clusters Score -1011396 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1011522.562500 Penalty: 3046.518555
	Iteration 20F: 3 clusters Score -1011523 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1011626.687500 Penalty: 3046.518555
	Iteration 21Q: 3 clusters Score -1011627 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1011716.437500 Penalty: 3046.518555
	Iteration 22Q: 3 clusters Score -1011716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1011791.437500 Penalty: 3046.518555
	Iteration 23Q: 3 clusters Score -1011791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1011843.937500 Penalty: 3046.518555
	Iteration 24Q: 3 clusters Score -1011844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1011878.750000 Penalty: 3046.518555
	Iteration 25Q: 3 clusters Score -1011879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1011907.812500 Penalty: 3046.518555
	Iteration 26Q: 3 clusters Score -1011908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1011936.250000 Penalty: 3046.518555
	Iteration 27Q: 3 clusters Score -1011936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1011965.750000 Penalty: 3046.518555
	Iteration 28Q: 3 clusters Score -1011966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1011994.312500 Penalty: 3046.518555
	Iteration 29Q: 3 clusters Score -1011994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1012016.937500 Penalty: 3046.518555
	Iteration 30Q: 3 clusters Score -1012017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1012033.000000 Penalty: 3046.518555
	Iteration 31Q: 3 clusters Score -1012033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1012054.125000 Penalty: 3046.518555
	Iteration 32Q: 3 clusters Score -1012054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1012073.687500 Penalty: 3046.518555
	Iteration 33Q: 3 clusters Score -1012074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1012090.312500 Penalty: 3046.518555
	Iteration 34Q: 3 clusters Score -1012090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1012101.312500 Penalty: 3046.518555
	Iteration 35Q: 3 clusters Score -1012101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1012114.687500 Penalty: 3046.518555
	Iteration 36Q: 3 clusters Score -1012115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1012122.875000 Penalty: 3046.518555
	Iteration 37Q: 3 clusters Score -1012123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1012136.875000 Penalty: 3046.518555
	Iteration 38Q: 3 clusters Score -1012137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1012138.562500 Penalty: 3046.518555
	Iteration 39Q: 3 clusters Score -1012139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1012145.500000 Penalty: 3046.518555
	Iteration 40F: 3 clusters Score -1012146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1012149.750000 Penalty: 3046.518555
	Iteration 41Q: 3 clusters Score -1012150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1012154.250000 Penalty: 3046.518555
	Iteration 42Q: 3 clusters Score -1012154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1012159.687500 Penalty: 3046.518555
	Iteration 43Q: 3 clusters Score -1012160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1012164.062500 Penalty: 3046.518555
	Iteration 44Q: 3 clusters Score -1012164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1012166.000000 Penalty: 3046.518555
	Iteration 45Q: 3 clusters Score -1012166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1012166.875000 Penalty: 3046.518555
	Iteration 46Q: 3 clusters Score -1012167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1012168.062500 Penalty: 3046.518555
	Iteration 47Q: 3 clusters Score -1012168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1012167.562500 Penalty: 3046.518555
	Iteration 48Q: 3 clusters Score -1012168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1012168.812500 Penalty: 3046.518555
	Iteration 49Q: 3 clusters Score -1012169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1012171.812500 Penalty: 3046.518555
	Iteration 50Q: 3 clusters Score -1012172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1012171.312500 Penalty: 3046.518555
	Iteration 51Q: 3 clusters Score -1012171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1012173.062500 Penalty: 3046.518555
	Iteration 52Q: 3 clusters Score -1012173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1012175.000000 Penalty: 3046.518555
	Iteration 53Q: 3 clusters Score -1012175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1012175.437500 Penalty: 3046.518555
	Iteration 54Q: 3 clusters Score -1012175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1012176.375000 Penalty: 3046.518555
	Iteration 55Q: 3 clusters Score -1012176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1012180.062500 Penalty: 3046.518555
	Iteration 56Q: 3 clusters Score -1012180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1012182.062500 Penalty: 3046.518555
	Iteration 57Q: 3 clusters Score -1012182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1012183.562500 Penalty: 3046.518555
	Iteration 58Q: 3 clusters Score -1012184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1012183.562500 Penalty: 3046.518555
	Iteration 59F: 3 clusters Score -1012184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -886430.312500 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -886430.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -878963.625000 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -878963.6 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -881281.812500 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -881281.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -881617.500000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -881617.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -881978.937500 Penalty: 3011.223145
	Iteration 3F: 3 clusters Score -881978.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -882372.062500 Penalty: 3011.223145
	Iteration 4F: 3 clusters Score -882372.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -882782.187500 Penalty: 3011.223145
	Iteration 5F: 3 clusters Score -882782.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -883261.687500 Penalty: 3011.223145
	Iteration 6F: 3 clusters Score -883261.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -883798.062500 Penalty: 3011.223145
	Iteration 7F: 3 clusters Score -883798.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -884293.250000 Penalty: 3011.223145
	Iteration 8F: 3 clusters Score -884293.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -884639.125000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -884639.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -884907.062500 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -884907.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -885120.750000 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -885120.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -885249.812500 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -885249.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -885350.562500 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -885350.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -885417.562500 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -885417.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -885469.062500 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -885469.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -885495.500000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -885495.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -885514.000000 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -885514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -885526.812500 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -885526.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -885540.937500 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -885540.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -885546.312500 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -885546.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -885554.062500 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -885554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -885560.312500 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -885560.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -885561.750000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -885561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -885564.625000 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -885564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -885561.875000 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -885561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -885565.250000 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -885565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -885565.812500 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -885565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -885571.062500 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -885571.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -885571.687500 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -885571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -885574.437500 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -885574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -885574.250000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -885574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -885574.562500 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -885574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -885574.437500 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -885574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -885576.812500 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -885576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -885577.125000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -885577.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -885577.875000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -885577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -885580.500000 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -885580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -885582.000000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -885582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -885583.375000 Penalty: 3011.223145
	Iteration 39Q: 3 clusters Score -885583.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -885584.562500 Penalty: 3011.223145
	Iteration 40F: 3 clusters Score -885584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -885587.250000 Penalty: 3011.223145
	Iteration 41Q: 3 clusters Score -885587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -885587.312500 Penalty: 3011.223145
	Iteration 42Q: 3 clusters Score -885587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -885586.625000 Penalty: 3011.223145
	Iteration 43Q: 3 clusters Score -885586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -885586.625000 Penalty: 3011.223145
	Iteration 44F: 3 clusters Score -885586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -129114.960938 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -129115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -127318.882812 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -127318.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127681.539062 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -127681.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127766.953125 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -127767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127819.226562 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -127819.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -127858.382812 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -127858.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -127884.156250 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -127884.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -127903.234375 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -127903.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127921.015625 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -127921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127934.812500 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -127934.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127953.390625 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -127953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127970.523438 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -127970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -127984.273438 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -127984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127991.953125 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -127992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -128001.140625 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -128001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -128004.390625 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -128004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -128006.648438 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -128006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -128008.148438 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -128008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -128013.453125 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -128013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -128019.507812 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -128019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128021.906250 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -128021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -128023.210938 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -128023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -128023.835938 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -128023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -128024.265625 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -128024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -128025.656250 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -128025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128026.507812 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -128026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -128026.507812 Penalty: 2386.823730
	Iteration 25F: 3 clusters Score -128026.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -269828.218750 Penalty: 1322.611694
	Iteration 0F: 2 clusters Score -269828.2 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 1716 members 
Entering Unmasked Estep 
Score: -266831.687500 Penalty: 2645.223389
	Iteration 0F: 3 clusters Score -266831.7 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -267669.062500 Penalty: 2645.223389
	Iteration 1F: 3 clusters Score -267669.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -267919.875000 Penalty: 2645.223389
	Iteration 2F: 3 clusters Score -267919.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -268214.125000 Penalty: 2645.223389
	Iteration 3F: 3 clusters Score -268214.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -268523.718750 Penalty: 2645.223389
	Iteration 4F: 3 clusters Score -268523.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -268772.218750 Penalty: 2645.223389
	Iteration 5F: 3 clusters Score -268772.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -268934.875000 Penalty: 2645.223389
	Iteration 6F: 3 clusters Score -268934.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -269041.781250 Penalty: 2645.223389
	Iteration 7Q: 3 clusters Score -269041.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269138.656250 Penalty: 2645.223389
	Iteration 8Q: 3 clusters Score -269138.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -269217.312500 Penalty: 2645.223389
	Iteration 9Q: 3 clusters Score -269217.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -269286.687500 Penalty: 2645.223389
	Iteration 10Q: 3 clusters Score -269286.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -269342.312500 Penalty: 2645.223389
	Iteration 11Q: 3 clusters Score -269342.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -269375.093750 Penalty: 2645.223389
	Iteration 12Q: 3 clusters Score -269375.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -269400.718750 Penalty: 2645.223389
	Iteration 13Q: 3 clusters Score -269400.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -269416.968750 Penalty: 2645.223389
	Iteration 14Q: 3 clusters Score -269417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -269431.625000 Penalty: 2645.223389
	Iteration 15Q: 3 clusters Score -269431.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -269446.593750 Penalty: 2645.223389
	Iteration 16Q: 3 clusters Score -269446.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -269466.343750 Penalty: 2645.223389
	Iteration 17Q: 3 clusters Score -269466.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -269486.531250 Penalty: 2645.223389
	Iteration 18Q: 3 clusters Score -269486.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -269504.625000 Penalty: 2645.223389
	Iteration 19Q: 3 clusters Score -269504.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -269518.250000 Penalty: 2645.223389
	Iteration 20F: 3 clusters Score -269518.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -269528.718750 Penalty: 2645.223389
	Iteration 21Q: 3 clusters Score -269528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -269533.843750 Penalty: 2645.223389
	Iteration 22Q: 3 clusters Score -269533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -269538.250000 Penalty: 2645.223389
	Iteration 23Q: 3 clusters Score -269538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -269541.843750 Penalty: 2645.223389
	Iteration 24Q: 3 clusters Score -269541.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -269547.156250 Penalty: 2645.223389
	Iteration 25Q: 3 clusters Score -269547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -269549.500000 Penalty: 2645.223389
	Iteration 26Q: 3 clusters Score -269549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -269550.906250 Penalty: 2645.223389
	Iteration 27Q: 3 clusters Score -269550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -269552.406250 Penalty: 2645.223389
	Iteration 28Q: 3 clusters Score -269552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -269554.187500 Penalty: 2645.223389
	Iteration 29Q: 3 clusters Score -269554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -269555.031250 Penalty: 2645.223389
	Iteration 30Q: 3 clusters Score -269555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -269556.312500 Penalty: 2645.223389
	Iteration 31Q: 3 clusters Score -269556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -269557.687500 Penalty: 2645.223389
	Iteration 32Q: 3 clusters Score -269557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -269557.593750 Penalty: 2645.223389
	Iteration 33Q: 3 clusters Score -269557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -269557.593750 Penalty: 2645.223389
	Iteration 34F: 3 clusters Score -269557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -110326.539062 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -110326.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -108589.601562 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -108589.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -109069.789062 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -109069.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -109252.523438 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -109252.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -109347.250000 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -109347.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109418.250000 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -109418.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -109462.179688 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -109462.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -109513.789062 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -109513.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -109571.265625 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -109571.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -109621.750000 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -109621.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -109658.640625 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -109658.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -109680.937500 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -109680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -109696.984375 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -109697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -109720.007812 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -109720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -109740.015625 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -109740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -109753.601562 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -109753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -109772.429688 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -109772.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -109785.109375 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -109785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -109794.812500 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -109794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -109799.851562 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -109799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -109804.992188 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -109805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -109809.195312 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -109809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -109812.125000 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -109812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109814.007812 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -109814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -109814.601562 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -109814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -109814.976562 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -109815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -109815.468750 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -109815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109816.601562 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -109816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109819.710938 Penalty: 2401.005371
	Iteration 27Q: 3 clusters Score -109819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109823.015625 Penalty: 2401.005371
	Iteration 28Q: 3 clusters Score -109823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109830.289062 Penalty: 2401.005371
	Iteration 29Q: 3 clusters Score -109830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109833.710938 Penalty: 2401.005371
	Iteration 30Q: 3 clusters Score -109833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -109836.734375 Penalty: 2401.005371
	Iteration 31Q: 3 clusters Score -109836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -109841.531250 Penalty: 2401.005371
	Iteration 32Q: 3 clusters Score -109841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -109844.656250 Penalty: 2401.005371
	Iteration 33Q: 3 clusters Score -109844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -109848.164062 Penalty: 2401.005371
	Iteration 34Q: 3 clusters Score -109848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -109851.718750 Penalty: 2401.005371
	Iteration 35Q: 3 clusters Score -109851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -109855.156250 Penalty: 2401.005371
	Iteration 36Q: 3 clusters Score -109855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -109857.210938 Penalty: 2401.005371
	Iteration 37Q: 3 clusters Score -109857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -109859.390625 Penalty: 2401.005371
	Iteration 38Q: 3 clusters Score -109859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -109860.125000 Penalty: 2401.005371
	Iteration 39Q: 3 clusters Score -109860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -109860.804688 Penalty: 2401.005371
	Iteration 40F: 3 clusters Score -109860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -109862.976562 Penalty: 2401.005371
	Iteration 41Q: 3 clusters Score -109863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -109863.421875 Penalty: 2401.005371
	Iteration 42Q: 3 clusters Score -109863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -109863.421875 Penalty: 2401.005371
	Iteration 43F: 3 clusters Score -109863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -381923.937500 Penalty: 1369.537842
	Iteration 0F: 2 clusters Score -381923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -378232.250000 Penalty: 2739.075684
	Iteration 0F: 3 clusters Score -378232.2 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -379314.031250 Penalty: 2739.075684
	Iteration 1F: 3 clusters Score -379314 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -379501.437500 Penalty: 2739.075684
	Iteration 2F: 3 clusters Score -379501.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -379619.156250 Penalty: 2739.075684
	Iteration 3F: 3 clusters Score -379619.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -379731.062500 Penalty: 2739.075684
	Iteration 4Q: 3 clusters Score -379731.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -379840.781250 Penalty: 2739.075684
	Iteration 5Q: 3 clusters Score -379840.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -379961.125000 Penalty: 2739.075684
	Iteration 6Q: 3 clusters Score -379961.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -380067.812500 Penalty: 2739.075684
	Iteration 7Q: 3 clusters Score -380067.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -380172.531250 Penalty: 2739.075684
	Iteration 8Q: 3 clusters Score -380172.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -380237.875000 Penalty: 2739.075684
	Iteration 9Q: 3 clusters Score -380237.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -380295.906250 Penalty: 2739.075684
	Iteration 10Q: 3 clusters Score -380295.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -380351.531250 Penalty: 2739.075684
	Iteration 11Q: 3 clusters Score -380351.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -380396.687500 Penalty: 2739.075684
	Iteration 12Q: 3 clusters Score -380396.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -380436.500000 Penalty: 2739.075684
	Iteration 13Q: 3 clusters Score -380436.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -380467.156250 Penalty: 2739.075684
	Iteration 14Q: 3 clusters Score -380467.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -380489.750000 Penalty: 2739.075684
	Iteration 15Q: 3 clusters Score -380489.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -380519.250000 Penalty: 2739.075684
	Iteration 16Q: 3 clusters Score -380519.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -380540.562500 Penalty: 2739.075684
	Iteration 17Q: 3 clusters Score -380540.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -380559.593750 Penalty: 2739.075684
	Iteration 18Q: 3 clusters Score -380559.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -380581.187500 Penalty: 2739.075684
	Iteration 19Q: 3 clusters Score -380581.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -380609.562500 Penalty: 2739.075684
	Iteration 20F: 3 clusters Score -380609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -380627.437500 Penalty: 2739.075684
	Iteration 21Q: 3 clusters Score -380627.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -380638.312500 Penalty: 2739.075684
	Iteration 22Q: 3 clusters Score -380638.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -380646.281250 Penalty: 2739.075684
	Iteration 23Q: 3 clusters Score -380646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -380652.218750 Penalty: 2739.075684
	Iteration 24Q: 3 clusters Score -380652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -380660.250000 Penalty: 2739.075684
	Iteration 25Q: 3 clusters Score -380660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -380664.625000 Penalty: 2739.075684
	Iteration 26Q: 3 clusters Score -380664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -380669.437500 Penalty: 2739.075684
	Iteration 27Q: 3 clusters Score -380669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -380678.468750 Penalty: 2739.075684
	Iteration 28Q: 3 clusters Score -380678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -380685.750000 Penalty: 2739.075684
	Iteration 29Q: 3 clusters Score -380685.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -380691.875000 Penalty: 2739.075684
	Iteration 30Q: 3 clusters Score -380691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -380700.062500 Penalty: 2739.075684
	Iteration 31Q: 3 clusters Score -380700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -380705.437500 Penalty: 2739.075684
	Iteration 32Q: 3 clusters Score -380705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -380713.187500 Penalty: 2739.075684
	Iteration 33Q: 3 clusters Score -380713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -380721.406250 Penalty: 2739.075684
	Iteration 34Q: 3 clusters Score -380721.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -380728.843750 Penalty: 2739.075684
	Iteration 35Q: 3 clusters Score -380728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -380733.625000 Penalty: 2739.075684
	Iteration 36Q: 3 clusters Score -380733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -380738.375000 Penalty: 2739.075684
	Iteration 37Q: 3 clusters Score -380738.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -380747.531250 Penalty: 2739.075684
	Iteration 38Q: 3 clusters Score -380747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -380757.750000 Penalty: 2739.075684
	Iteration 39Q: 3 clusters Score -380757.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -380764.687500 Penalty: 2739.075684
	Iteration 40F: 3 clusters Score -380764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -380770.468750 Penalty: 2739.075684
	Iteration 41Q: 3 clusters Score -380770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -380772.937500 Penalty: 2739.075684
	Iteration 42Q: 3 clusters Score -380772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -380773.750000 Penalty: 2739.075684
	Iteration 43Q: 3 clusters Score -380773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -380775.062500 Penalty: 2739.075684
	Iteration 44Q: 3 clusters Score -380775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -380776.250000 Penalty: 2739.075684
	Iteration 45Q: 3 clusters Score -380776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -380776.000000 Penalty: 2739.075684
	Iteration 46Q: 3 clusters Score -380776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -380778.656250 Penalty: 2739.075684
	Iteration 47Q: 3 clusters Score -380778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -380779.593750 Penalty: 2739.075684
	Iteration 48Q: 3 clusters Score -380779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -380780.593750 Penalty: 2739.075684
	Iteration 49Q: 3 clusters Score -380780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -380781.468750 Penalty: 2739.075684
	Iteration 50Q: 3 clusters Score -380781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -380781.468750 Penalty: 2739.075684
	Iteration 51F: 3 clusters Score -380781.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Entering Unmasked Estep 
Score: -5436523.000000 Penalty: 1796.477417
	Iteration 0F: 2 clusters Score -5436523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5394122.000000 Penalty: 3592.954834
	Iteration 0F: 3 clusters Score -5394122 nChanged 29829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5411138.000000 Penalty: 3592.954834
	Iteration 1F: 3 clusters Score -5411138 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -5411916.500000 Penalty: 3592.954834
	Iteration 2Q: 3 clusters Score -5411916 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5412790.000000 Penalty: 3592.954834
	Iteration 3Q: 3 clusters Score -5412790 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -5413955.500000 Penalty: 3592.954834
	Iteration 4Q: 3 clusters Score -5413956 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5415635.000000 Penalty: 3592.954834
	Iteration 5F: 3 clusters Score -5415635 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -5417935.000000 Penalty: 3592.954834
	Iteration 6F: 3 clusters Score -5417935 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5420811.000000 Penalty: 3592.954834
	Iteration 7F: 3 clusters Score -5420811 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5423802.000000 Penalty: 3592.954834
	Iteration 8F: 3 clusters Score -5423802 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5426377.500000 Penalty: 3592.954834
	Iteration 9F: 3 clusters Score -5426378 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5428035.500000 Penalty: 3592.954834
	Iteration 10Q: 3 clusters Score -5428036 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -5429107.000000 Penalty: 3592.954834
	Iteration 11Q: 3 clusters Score -5429107 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -5429905.500000 Penalty: 3592.954834
	Iteration 12Q: 3 clusters Score -5429906 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -5430667.000000 Penalty: 3592.954834
	Iteration 13Q: 3 clusters Score -5430667 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5431393.000000 Penalty: 3592.954834
	Iteration 14Q: 3 clusters Score -5431393 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5432078.000000 Penalty: 3592.954834
	Iteration 15Q: 3 clusters Score -5432078 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -5432812.000000 Penalty: 3592.954834
	Iteration 16Q: 3 clusters Score -5432812 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5433382.500000 Penalty: 3592.954834
	Iteration 17Q: 3 clusters Score -5433382 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5433896.500000 Penalty: 3592.954834
	Iteration 18Q: 3 clusters Score -5433896 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5434301.000000 Penalty: 3592.954834
	Iteration 19Q: 3 clusters Score -5434301 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5434600.000000 Penalty: 3592.954834
	Iteration 20F: 3 clusters Score -5434600 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5434826.000000 Penalty: 3592.954834
	Iteration 21Q: 3 clusters Score -5434826 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5434974.000000 Penalty: 3592.954834
	Iteration 22Q: 3 clusters Score -5434974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5435066.000000 Penalty: 3592.954834
	Iteration 23Q: 3 clusters Score -5435066 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5435116.000000 Penalty: 3592.954834
	Iteration 24Q: 3 clusters Score -5435116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5435150.000000 Penalty: 3592.954834
	Iteration 25Q: 3 clusters Score -5435150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5435185.500000 Penalty: 3592.954834
	Iteration 26Q: 3 clusters Score -5435186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5435207.500000 Penalty: 3592.954834
	Iteration 27Q: 3 clusters Score -5435208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5435219.000000 Penalty: 3592.954834
	Iteration 28Q: 3 clusters Score -5435219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5435230.500000 Penalty: 3592.954834
	Iteration 29Q: 3 clusters Score -5435230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5435242.000000 Penalty: 3592.954834
	Iteration 30Q: 3 clusters Score -5435242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5435258.500000 Penalty: 3592.954834
	Iteration 31Q: 3 clusters Score -5435258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5435255.000000 Penalty: 3592.954834
	Iteration 32Q: 3 clusters Score -5435255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5435265.500000 Penalty: 3592.954834
	Iteration 33Q: 3 clusters Score -5435266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5435269.500000 Penalty: 3592.954834
	Iteration 34Q: 3 clusters Score -5435270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5435268.500000 Penalty: 3592.954834
	Iteration 35Q: 3 clusters Score -5435268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5435271.000000 Penalty: 3592.954834
	Iteration 36Q: 3 clusters Score -5435271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5435273.000000 Penalty: 3592.954834
	Iteration 37Q: 3 clusters Score -5435273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5435273.000000 Penalty: 3592.954834
	Iteration 38F: 3 clusters Score -5435273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -191418.515625 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -191418.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -189129.937500 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -189129.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -189689.859375 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -189689.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -189852.625000 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -189852.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190004.890625 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -190004.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190173.781250 Penalty: 2519.648438
	Iteration 4F: 3 clusters Score -190173.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190347.765625 Penalty: 2519.648438
	Iteration 5F: 3 clusters Score -190347.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -190481.406250 Penalty: 2519.648438
	Iteration 6F: 3 clusters Score -190481.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190579.281250 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -190579.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190658.718750 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -190658.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -190708.546875 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -190708.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190731.343750 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -190731.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -190753.218750 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -190753.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -190784.156250 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -190784.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190801.859375 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -190801.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -190809.031250 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -190809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190813.921875 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -190813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -190820.359375 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -190820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190825.453125 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -190825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190829.015625 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -190829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -190831.875000 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -190831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190834.171875 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -190834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -190836.125000 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -190836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -190837.078125 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -190837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -190838.031250 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -190838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -190838.031250 Penalty: 2519.648438
	Iteration 24F: 3 clusters Score -190838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Entering Unmasked Estep 
Score: -1830987.875000 Penalty: 1620.182129
	Iteration 0F: 2 clusters Score -1830988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1816411.000000 Penalty: 3240.364258
	Iteration 0F: 3 clusters Score -1816411 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1821647.625000 Penalty: 3240.364258
	Iteration 1F: 3 clusters Score -1821648 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1822060.500000 Penalty: 3240.364258
	Iteration 2F: 3 clusters Score -1822060 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1822515.500000 Penalty: 3240.364258
	Iteration 3F: 3 clusters Score -1822516 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1823044.750000 Penalty: 3240.364258
	Iteration 4F: 3 clusters Score -1823045 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1823657.375000 Penalty: 3240.364258
	Iteration 5F: 3 clusters Score -1823657 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1824408.750000 Penalty: 3240.364258
	Iteration 6F: 3 clusters Score -1824409 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1825337.875000 Penalty: 3240.364258
	Iteration 7F: 3 clusters Score -1825338 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1826357.875000 Penalty: 3240.364258
	Iteration 8F: 3 clusters Score -1826358 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1827448.125000 Penalty: 3240.364258
	Iteration 9F: 3 clusters Score -1827448 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1828288.500000 Penalty: 3240.364258
	Iteration 10Q: 3 clusters Score -1828288 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1828846.000000 Penalty: 3240.364258
	Iteration 11Q: 3 clusters Score -1828846 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -1829194.000000 Penalty: 3240.364258
	Iteration 12Q: 3 clusters Score -1829194 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -1829390.750000 Penalty: 3240.364258
	Iteration 13Q: 3 clusters Score -1829391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1829492.625000 Penalty: 3240.364258
	Iteration 14Q: 3 clusters Score -1829493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1829548.625000 Penalty: 3240.364258
	Iteration 15Q: 3 clusters Score -1829549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1829592.500000 Penalty: 3240.364258
	Iteration 16Q: 3 clusters Score -1829592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -1829602.750000 Penalty: 3240.364258
	Iteration 17Q: 3 clusters Score -1829603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1829616.750000 Penalty: 3240.364258
	Iteration 18Q: 3 clusters Score -1829617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1829628.500000 Penalty: 3240.364258
	Iteration 19Q: 3 clusters Score -1829628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1829643.250000 Penalty: 3240.364258
	Iteration 20F: 3 clusters Score -1829643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1829646.000000 Penalty: 3240.364258
	Iteration 21Q: 3 clusters Score -1829646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1829648.250000 Penalty: 3240.364258
	Iteration 22Q: 3 clusters Score -1829648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1829648.875000 Penalty: 3240.364258
	Iteration 23Q: 3 clusters Score -1829649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1829649.625000 Penalty: 3240.364258
	Iteration 24Q: 3 clusters Score -1829650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1829650.000000 Penalty: 3240.364258
	Iteration 25Q: 3 clusters Score -1829650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1829654.625000 Penalty: 3240.364258
	Iteration 26Q: 3 clusters Score -1829655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1829655.500000 Penalty: 3240.364258
	Iteration 27Q: 3 clusters Score -1829656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1829655.000000 Penalty: 3240.364258
	Iteration 28Q: 3 clusters Score -1829655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1829655.000000 Penalty: 3240.364258
	Iteration 29Q: 3 clusters Score -1829655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1829655.000000 Penalty: 3240.364258
	Iteration 30F: 3 clusters Score -1829655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -166880.265625 Penalty: 1248.627930
	Iteration 0F: 2 clusters Score -166880.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164670.796875 Penalty: 2497.255859
	Iteration 0F: 3 clusters Score -164670.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -165202.140625 Penalty: 2497.255859
	Iteration 1F: 3 clusters Score -165202.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -165326.968750 Penalty: 2497.255859
	Iteration 2F: 3 clusters Score -165327 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -165402.921875 Penalty: 2497.255859
	Iteration 3Q: 3 clusters Score -165402.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165473.171875 Penalty: 2497.255859
	Iteration 4Q: 3 clusters Score -165473.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -165541.984375 Penalty: 2497.255859
	Iteration 5Q: 3 clusters Score -165542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -165620.468750 Penalty: 2497.255859
	Iteration 6Q: 3 clusters Score -165620.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -165666.859375 Penalty: 2497.255859
	Iteration 7Q: 3 clusters Score -165666.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -165707.171875 Penalty: 2497.255859
	Iteration 8Q: 3 clusters Score -165707.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -165727.093750 Penalty: 2497.255859
	Iteration 9Q: 3 clusters Score -165727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -165741.218750 Penalty: 2497.255859
	Iteration 10Q: 3 clusters Score -165741.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -165755.796875 Penalty: 2497.255859
	Iteration 11Q: 3 clusters Score -165755.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165770.531250 Penalty: 2497.255859
	Iteration 12Q: 3 clusters Score -165770.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -165781.890625 Penalty: 2497.255859
	Iteration 13Q: 3 clusters Score -165781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -165791.140625 Penalty: 2497.255859
	Iteration 14Q: 3 clusters Score -165791.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -165808.718750 Penalty: 2497.255859
	Iteration 15Q: 3 clusters Score -165808.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -165826.656250 Penalty: 2497.255859
	Iteration 16Q: 3 clusters Score -165826.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -165841.515625 Penalty: 2497.255859
	Iteration 17Q: 3 clusters Score -165841.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -165854.671875 Penalty: 2497.255859
	Iteration 18Q: 3 clusters Score -165854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165863.531250 Penalty: 2497.255859
	Iteration 19Q: 3 clusters Score -165863.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -165870.187500 Penalty: 2497.255859
	Iteration 20F: 3 clusters Score -165870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -165879.437500 Penalty: 2497.255859
	Iteration 21Q: 3 clusters Score -165879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -165894.046875 Penalty: 2497.255859
	Iteration 22Q: 3 clusters Score -165894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -165929.843750 Penalty: 2497.255859
	Iteration 23Q: 3 clusters Score -165929.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -165959.609375 Penalty: 2497.255859
	Iteration 24Q: 3 clusters Score -165959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165974.828125 Penalty: 2497.255859
	Iteration 25Q: 3 clusters Score -165974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -165982.546875 Penalty: 2497.255859
	Iteration 26Q: 3 clusters Score -165982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -165993.453125 Penalty: 2497.255859
	Iteration 27Q: 3 clusters Score -165993.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -166002.796875 Penalty: 2497.255859
	Iteration 28Q: 3 clusters Score -166002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -166011.984375 Penalty: 2497.255859
	Iteration 29Q: 3 clusters Score -166012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166019.671875 Penalty: 2497.255859
	Iteration 30Q: 3 clusters Score -166019.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -166026.500000 Penalty: 2497.255859
	Iteration 31Q: 3 clusters Score -166026.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -166034.937500 Penalty: 2497.255859
	Iteration 32Q: 3 clusters Score -166034.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -166047.453125 Penalty: 2497.255859
	Iteration 33Q: 3 clusters Score -166047.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -166053.937500 Penalty: 2497.255859
	Iteration 34Q: 3 clusters Score -166053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166062.093750 Penalty: 2497.255859
	Iteration 35Q: 3 clusters Score -166062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -166069.796875 Penalty: 2497.255859
	Iteration 36Q: 3 clusters Score -166069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -166076.312500 Penalty: 2497.255859
	Iteration 37Q: 3 clusters Score -166076.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -166086.078125 Penalty: 2497.255859
	Iteration 38Q: 3 clusters Score -166086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -166098.140625 Penalty: 2497.255859
	Iteration 39Q: 3 clusters Score -166098.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -166106.046875 Penalty: 2497.255859
	Iteration 40F: 3 clusters Score -166106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -166113.421875 Penalty: 2497.255859
	Iteration 41Q: 3 clusters Score -166113.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -166120.906250 Penalty: 2497.255859
	Iteration 42Q: 3 clusters Score -166120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -166127.250000 Penalty: 2497.255859
	Iteration 43Q: 3 clusters Score -166127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -166134.031250 Penalty: 2497.255859
	Iteration 44Q: 3 clusters Score -166134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -166142.234375 Penalty: 2497.255859
	Iteration 45Q: 3 clusters Score -166142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -166148.984375 Penalty: 2497.255859
	Iteration 46Q: 3 clusters Score -166149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -166155.093750 Penalty: 2497.255859
	Iteration 47Q: 3 clusters Score -166155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -166159.875000 Penalty: 2497.255859
	Iteration 48Q: 3 clusters Score -166159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -166163.328125 Penalty: 2497.255859
	Iteration 49Q: 3 clusters Score -166163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -166167.218750 Penalty: 2497.255859
	Iteration 50Q: 3 clusters Score -166167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -166171.984375 Penalty: 2497.255859
	Iteration 51Q: 3 clusters Score -166172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -166177.875000 Penalty: 2497.255859
	Iteration 52Q: 3 clusters Score -166177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -166187.718750 Penalty: 2497.255859
	Iteration 53Q: 3 clusters Score -166187.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -166202.156250 Penalty: 2497.255859
	Iteration 54Q: 3 clusters Score -166202.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -166213.343750 Penalty: 2497.255859
	Iteration 55Q: 3 clusters Score -166213.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166220.390625 Penalty: 2497.255859
	Iteration 56Q: 3 clusters Score -166220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166224.296875 Penalty: 2497.255859
	Iteration 57Q: 3 clusters Score -166224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -166226.375000 Penalty: 2497.255859
	Iteration 58Q: 3 clusters Score -166226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166227.296875 Penalty: 2497.255859
	Iteration 59Q: 3 clusters Score -166227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -166228.234375 Penalty: 2497.255859
	Iteration 60F: 3 clusters Score -166228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -166229.000000 Penalty: 2497.255859
	Iteration 61Q: 3 clusters Score -166229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -166229.187500 Penalty: 2497.255859
	Iteration 62Q: 3 clusters Score -166229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166229.500000 Penalty: 2497.255859
	Iteration 63Q: 3 clusters Score -166229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166229.500000 Penalty: 2497.255859
	Iteration 64F: 3 clusters Score -166229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Entering Unmasked Estep 
Score: -2201930.250000 Penalty: 1664.902100
	Iteration 0F: 2 clusters Score -2201930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2182914.000000 Penalty: 3329.804199
	Iteration 0F: 3 clusters Score -2182914 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2190165.500000 Penalty: 3329.804199
	Iteration 1F: 3 clusters Score -2190166 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2190846.750000 Penalty: 3329.804199
	Iteration 2F: 3 clusters Score -2190847 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2191634.750000 Penalty: 3329.804199
	Iteration 3F: 3 clusters Score -2191635 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2192538.500000 Penalty: 3329.804199
	Iteration 4F: 3 clusters Score -2192538 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2193553.250000 Penalty: 3329.804199
	Iteration 5F: 3 clusters Score -2193553 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2194484.000000 Penalty: 3329.804199
	Iteration 6F: 3 clusters Score -2194484 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2195276.750000 Penalty: 3329.804199
	Iteration 7F: 3 clusters Score -2195277 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2195965.750000 Penalty: 3329.804199
	Iteration 8Q: 3 clusters Score -2195966 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2196568.750000 Penalty: 3329.804199
	Iteration 9Q: 3 clusters Score -2196569 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2197132.000000 Penalty: 3329.804199
	Iteration 10Q: 3 clusters Score -2197132 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2197620.250000 Penalty: 3329.804199
	Iteration 11Q: 3 clusters Score -2197620 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2197997.250000 Penalty: 3329.804199
	Iteration 12Q: 3 clusters Score -2197997 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2198285.500000 Penalty: 3329.804199
	Iteration 13Q: 3 clusters Score -2198286 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2198536.000000 Penalty: 3329.804199
	Iteration 14Q: 3 clusters Score -2198536 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2198767.250000 Penalty: 3329.804199
	Iteration 15Q: 3 clusters Score -2198767 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2198985.000000 Penalty: 3329.804199
	Iteration 16Q: 3 clusters Score -2198985 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2199179.000000 Penalty: 3329.804199
	Iteration 17Q: 3 clusters Score -2199179 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2199355.750000 Penalty: 3329.804199
	Iteration 18Q: 3 clusters Score -2199356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2199520.000000 Penalty: 3329.804199
	Iteration 19Q: 3 clusters Score -2199520 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2199680.750000 Penalty: 3329.804199
	Iteration 20F: 3 clusters Score -2199681 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2199827.000000 Penalty: 3329.804199
	Iteration 21Q: 3 clusters Score -2199827 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2199947.250000 Penalty: 3329.804199
	Iteration 22Q: 3 clusters Score -2199947 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2200072.500000 Penalty: 3329.804199
	Iteration 23Q: 3 clusters Score -2200072 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2200178.000000 Penalty: 3329.804199
	Iteration 24Q: 3 clusters Score -2200178 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2200278.250000 Penalty: 3329.804199
	Iteration 25Q: 3 clusters Score -2200278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2200366.500000 Penalty: 3329.804199
	Iteration 26Q: 3 clusters Score -2200366 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2200441.500000 Penalty: 3329.804199
	Iteration 27Q: 3 clusters Score -2200442 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2200519.750000 Penalty: 3329.804199
	Iteration 28Q: 3 clusters Score -2200520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2200594.250000 Penalty: 3329.804199
	Iteration 29Q: 3 clusters Score -2200594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2200663.250000 Penalty: 3329.804199
	Iteration 30Q: 3 clusters Score -2200663 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2200722.750000 Penalty: 3329.804199
	Iteration 31Q: 3 clusters Score -2200723 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2200790.250000 Penalty: 3329.804199
	Iteration 32Q: 3 clusters Score -2200790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2200841.000000 Penalty: 3329.804199
	Iteration 33Q: 3 clusters Score -2200841 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2200878.250000 Penalty: 3329.804199
	Iteration 34Q: 3 clusters Score -2200878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2200903.250000 Penalty: 3329.804199
	Iteration 35Q: 3 clusters Score -2200903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2200927.250000 Penalty: 3329.804199
	Iteration 36Q: 3 clusters Score -2200927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2200948.500000 Penalty: 3329.804199
	Iteration 37Q: 3 clusters Score -2200948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2200962.250000 Penalty: 3329.804199
	Iteration 38Q: 3 clusters Score -2200962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2200971.000000 Penalty: 3329.804199
	Iteration 39Q: 3 clusters Score -2200971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2200977.500000 Penalty: 3329.804199
	Iteration 40F: 3 clusters Score -2200978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2200983.750000 Penalty: 3329.804199
	Iteration 41Q: 3 clusters Score -2200984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2200989.500000 Penalty: 3329.804199
	Iteration 42Q: 3 clusters Score -2200990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2200991.500000 Penalty: 3329.804199
	Iteration 43Q: 3 clusters Score -2200992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2200988.750000 Penalty: 3329.804199
	Iteration 44Q: 3 clusters Score -2200989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2200989.250000 Penalty: 3329.804199
	Iteration 45Q: 3 clusters Score -2200989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2200993.000000 Penalty: 3329.804199
	Iteration 46Q: 3 clusters Score -2200993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2201000.250000 Penalty: 3329.804199
	Iteration 47Q: 3 clusters Score -2201000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2201003.500000 Penalty: 3329.804199
	Iteration 48Q: 3 clusters Score -2201004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2201006.750000 Penalty: 3329.804199
	Iteration 49Q: 3 clusters Score -2201007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2201007.000000 Penalty: 3329.804199
	Iteration 50Q: 3 clusters Score -2201007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2201004.750000 Penalty: 3329.804199
	Iteration 51Q: 3 clusters Score -2201005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2201008.000000 Penalty: 3329.804199
	Iteration 52Q: 3 clusters Score -2201008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2201011.250000 Penalty: 3329.804199
	Iteration 53Q: 3 clusters Score -2201011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2201016.750000 Penalty: 3329.804199
	Iteration 54Q: 3 clusters Score -2201017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2201016.750000 Penalty: 3329.804199
	Iteration 55Q: 3 clusters Score -2201017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2201019.000000 Penalty: 3329.804199
	Iteration 56Q: 3 clusters Score -2201019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2201023.000000 Penalty: 3329.804199
	Iteration 57Q: 3 clusters Score -2201023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2201023.250000 Penalty: 3329.804199
	Iteration 58Q: 3 clusters Score -2201023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2201025.500000 Penalty: 3329.804199
	Iteration 59Q: 3 clusters Score -2201026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2201027.250000 Penalty: 3329.804199
	Iteration 60F: 3 clusters Score -2201027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2201025.750000 Penalty: 3329.804199
	Iteration 61Q: 3 clusters Score -2201026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2201029.250000 Penalty: 3329.804199
	Iteration 62Q: 3 clusters Score -2201029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2201031.750000 Penalty: 3329.804199
	Iteration 63Q: 3 clusters Score -2201032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2201027.750000 Penalty: 3329.804199
	Iteration 64Q: 3 clusters Score -2201028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2201029.750000 Penalty: 3329.804199
	Iteration 65Q: 3 clusters Score -2201030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2201032.250000 Penalty: 3329.804199
	Iteration 66Q: 3 clusters Score -2201032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2201031.750000 Penalty: 3329.804199
	Iteration 67Q: 3 clusters Score -2201032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2201032.000000 Penalty: 3329.804199
	Iteration 68Q: 3 clusters Score -2201032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2201036.000000 Penalty: 3329.804199
	Iteration 69Q: 3 clusters Score -2201036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2201036.000000 Penalty: 3329.804199
	Iteration 70F: 3 clusters Score -2201036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209383 members 
Entering Unmasked Estep 
Score: -18023778.000000 Penalty: 1990.937134
	Iteration 0F: 2 clusters Score -1.802378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -17883558.000000 Penalty: 3981.874268
	Iteration 0F: 3 clusters Score -1.788356e+07 nChanged 101606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
Score: -17943978.000000 Penalty: 3981.874268
	Iteration 1F: 3 clusters Score -1.794398e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -17945816.000000 Penalty: 3981.874268
	Iteration 2Q: 3 clusters Score -1.794582e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -17948598.000000 Penalty: 3981.874268
	Iteration 3Q: 3 clusters Score -1.79486e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -17952912.000000 Penalty: 3981.874268
	Iteration 4Q: 3 clusters Score -1.795291e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -17959174.000000 Penalty: 3981.874268
	Iteration 5F: 3 clusters Score -1.795917e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 135898 members 
Entering Unmasked Estep 
Score: -17967628.000000 Penalty: 3981.874268
	Iteration 6F: 3 clusters Score -1.796763e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -17977930.000000 Penalty: 3981.874268
	Iteration 7F: 3 clusters Score -1.797793e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 157077 members 
Entering Unmasked Estep 
Score: -17987872.000000 Penalty: 3981.874268
	Iteration 8F: 3 clusters Score -1.798787e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -17995976.000000 Penalty: 3981.874268
	Iteration 9F: 3 clusters Score -1.799598e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 173640 members 
Entering Unmasked Estep 
Score: -18002128.000000 Penalty: 3981.874268
	Iteration 10Q: 3 clusters Score -1.800213e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 179618 members 
Entering Unmasked Estep 
Score: -18006758.000000 Penalty: 3981.874268
	Iteration 11Q: 3 clusters Score -1.800676e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 184377 members 
Entering Unmasked Estep 
Score: -18010024.000000 Penalty: 3981.874268
	Iteration 12Q: 3 clusters Score -1.801002e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 188194 members 
Entering Unmasked Estep 
Score: -18012394.000000 Penalty: 3981.874268
	Iteration 13Q: 3 clusters Score -1.801239e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 191402 members 
Entering Unmasked Estep 
Score: -18014298.000000 Penalty: 3981.874268
	Iteration 14Q: 3 clusters Score -1.80143e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 194062 members 
Entering Unmasked Estep 
Score: -18015670.000000 Penalty: 3981.874268
	Iteration 15Q: 3 clusters Score -1.801567e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 196332 members 
Entering Unmasked Estep 
Score: -18016800.000000 Penalty: 3981.874268
	Iteration 16Q: 3 clusters Score -1.80168e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 198304 members 
Entering Unmasked Estep 
Score: -18017642.000000 Penalty: 3981.874268
	Iteration 17Q: 3 clusters Score -1.801764e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 200046 members 
Entering Unmasked Estep 
Score: -18018462.000000 Penalty: 3981.874268
	Iteration 18Q: 3 clusters Score -1.801846e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 201583 members 
Entering Unmasked Estep 
Score: -18019140.000000 Penalty: 3981.874268
	Iteration 19Q: 3 clusters Score -1.801914e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 202957 members 
Entering Unmasked Estep 
Score: -18019834.000000 Penalty: 3981.874268
	Iteration 20F: 3 clusters Score -1.801983e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 204132 members 
Entering Unmasked Estep 
Score: -18020362.000000 Penalty: 3981.874268
	Iteration 21Q: 3 clusters Score -1.802036e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 205051 members 
Entering Unmasked Estep 
Score: -18020744.000000 Penalty: 3981.874268
	Iteration 22Q: 3 clusters Score -1.802074e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 205795 members 
Entering Unmasked Estep 
Score: -18021080.000000 Penalty: 3981.874268
	Iteration 23Q: 3 clusters Score -1.802108e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 206391 members 
Entering Unmasked Estep 
Score: -18021356.000000 Penalty: 3981.874268
	Iteration 24Q: 3 clusters Score -1.802136e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 206828 members 
Entering Unmasked Estep 
Score: -18021618.000000 Penalty: 3981.874268
	Iteration 25Q: 3 clusters Score -1.802162e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 207129 members 
Entering Unmasked Estep 
Score: -18021754.000000 Penalty: 3981.874268
	Iteration 26Q: 3 clusters Score -1.802175e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -18021864.000000 Penalty: 3981.874268
	Iteration 27Q: 3 clusters Score -1.802186e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 207532 members 
Entering Unmasked Estep 
Score: -18021952.000000 Penalty: 3981.874268
	Iteration 28Q: 3 clusters Score -1.802195e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 207653 members 
Entering Unmasked Estep 
Score: -18021996.000000 Penalty: 3981.874268
	Iteration 29Q: 3 clusters Score -1.8022e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 207738 members 
Entering Unmasked Estep 
Score: -18022036.000000 Penalty: 3981.874268
	Iteration 30Q: 3 clusters Score -1.802204e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 207819 members 
Entering Unmasked Estep 
Score: -18022070.000000 Penalty: 3981.874268
	Iteration 31Q: 3 clusters Score -1.802207e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 207880 members 
Entering Unmasked Estep 
Score: -18022114.000000 Penalty: 3981.874268
	Iteration 32Q: 3 clusters Score -1.802211e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 207934 members 
Entering Unmasked Estep 
Score: -18022122.000000 Penalty: 3981.874268
	Iteration 33Q: 3 clusters Score -1.802212e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 207981 members 
Entering Unmasked Estep 
Score: -18022140.000000 Penalty: 3981.874268
	Iteration 34Q: 3 clusters Score -1.802214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 208003 members 
Entering Unmasked Estep 
Score: -18022152.000000 Penalty: 3981.874268
	Iteration 35Q: 3 clusters Score -1.802215e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 208043 members 
Entering Unmasked Estep 
Score: -18022160.000000 Penalty: 3981.874268
	Iteration 36Q: 3 clusters Score -1.802216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -18022164.000000 Penalty: 3981.874268
	Iteration 37Q: 3 clusters Score -1.802216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 208080 members 
Entering Unmasked Estep 
Score: -18022184.000000 Penalty: 3981.874268
	Iteration 38Q: 3 clusters Score -1.802218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -18022188.000000 Penalty: 3981.874268
	Iteration 39Q: 3 clusters Score -1.802219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 208102 members 
Entering Unmasked Estep 
Score: -18022196.000000 Penalty: 3981.874268
	Iteration 40F: 3 clusters Score -1.80222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 208112 members 
Entering Unmasked Estep 
Score: -18022208.000000 Penalty: 3981.874268
	Iteration 41Q: 3 clusters Score -1.802221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 208118 members 
Entering Unmasked Estep 
Score: -18022216.000000 Penalty: 3981.874268
	Iteration 42Q: 3 clusters Score -1.802222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 208131 members 
Entering Unmasked Estep 
Score: -18022206.000000 Penalty: 3981.874268
	Iteration 43Q: 3 clusters Score -1.802221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 208136 members 
Entering Unmasked Estep 
Score: -18022214.000000 Penalty: 3981.874268
	Iteration 44Q: 3 clusters Score -1.802221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 208140 members 
Entering Unmasked Estep 
Score: -18022218.000000 Penalty: 3981.874268
	Iteration 45Q: 3 clusters Score -1.802222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 208143 members 
Entering Unmasked Estep 
Score: -18022212.000000 Penalty: 3981.874268
	Iteration 46Q: 3 clusters Score -1.802221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 208151 members 
Entering Unmasked Estep 
Score: -18022218.000000 Penalty: 3981.874268
	Iteration 47Q: 3 clusters Score -1.802222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 208157 members 
Entering Unmasked Estep 
Score: -18022222.000000 Penalty: 3981.874268
	Iteration 48Q: 3 clusters Score -1.802222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 208163 members 
Entering Unmasked Estep 
Score: -18022214.000000 Penalty: 3981.874268
	Iteration 49Q: 3 clusters Score -1.802221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 208169 members 
Entering Unmasked Estep 
Score: -18022210.000000 Penalty: 3981.874268
	Iteration 50Q: 3 clusters Score -1.802221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 208182 members 
Entering Unmasked Estep 
Score: -18022220.000000 Penalty: 3981.874268
	Iteration 51Q: 3 clusters Score -1.802222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 208187 members 
Entering Unmasked Estep 
Score: -18022222.000000 Penalty: 3981.874268
	Iteration 52Q: 3 clusters Score -1.802222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 208193 members 
Entering Unmasked Estep 
Score: -18022232.000000 Penalty: 3981.874268
	Iteration 53Q: 3 clusters Score -1.802223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 208199 members 
Entering Unmasked Estep 
Score: -18022230.000000 Penalty: 3981.874268
	Iteration 54Q: 3 clusters Score -1.802223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 208202 members 
Entering Unmasked Estep 
Score: -18022238.000000 Penalty: 3981.874268
	Iteration 55Q: 3 clusters Score -1.802224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 208208 members 
Entering Unmasked Estep 
Score: -18022236.000000 Penalty: 3981.874268
	Iteration 56Q: 3 clusters Score -1.802224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 208219 members 
Entering Unmasked Estep 
Score: -18022234.000000 Penalty: 3981.874268
	Iteration 57Q: 3 clusters Score -1.802223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 208235 members 
Entering Unmasked Estep 
Score: -18022246.000000 Penalty: 3981.874268
	Iteration 58Q: 3 clusters Score -1.802225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 208243 members 
Entering Unmasked Estep 
Score: -18022246.000000 Penalty: 3981.874268
	Iteration 59Q: 3 clusters Score -1.802225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 208255 members 
Entering Unmasked Estep 
Score: -18022264.000000 Penalty: 3981.874268
	Iteration 60F: 3 clusters Score -1.802226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 208263 members 
Entering Unmasked Estep 
Score: -18022268.000000 Penalty: 3981.874268
	Iteration 61Q: 3 clusters Score -1.802227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 208266 members 
Entering Unmasked Estep 
Score: -18022272.000000 Penalty: 3981.874268
	Iteration 62Q: 3 clusters Score -1.802227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 208272 members 
Entering Unmasked Estep 
Score: -18022266.000000 Penalty: 3981.874268
	Iteration 63Q: 3 clusters Score -1.802227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 208277 members 
Entering Unmasked Estep 
Score: -18022272.000000 Penalty: 3981.874268
	Iteration 64Q: 3 clusters Score -1.802227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 208283 members 
Entering Unmasked Estep 
Score: -18022276.000000 Penalty: 3981.874268
	Iteration 65Q: 3 clusters Score -1.802228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 208289 members 
Entering Unmasked Estep 
Score: -18022274.000000 Penalty: 3981.874268
	Iteration 66Q: 3 clusters Score -1.802227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 208292 members 
Entering Unmasked Estep 
Score: -18022272.000000 Penalty: 3981.874268
	Iteration 67Q: 3 clusters Score -1.802227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -18022270.000000 Penalty: 3981.874268
	Iteration 68Q: 3 clusters Score -1.802227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 208295 members 
Entering Unmasked Estep 
Score: -18022270.000000 Penalty: 3981.874268
	Iteration 69F: 3 clusters Score -1.802227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Entering Unmasked Estep 
Score: -1043882.687500 Penalty: 1529.896729
	Iteration 0F: 2 clusters Score -1043883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1035126.000000 Penalty: 3059.793457
	Iteration 0F: 3 clusters Score -1035126 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1038116.562500 Penalty: 3059.793457
	Iteration 1F: 3 clusters Score -1038117 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1038418.500000 Penalty: 3059.793457
	Iteration 2F: 3 clusters Score -1038418 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1038703.750000 Penalty: 3059.793457
	Iteration 3F: 3 clusters Score -1038704 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1038984.750000 Penalty: 3059.793457
	Iteration 4Q: 3 clusters Score -1038985 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1039265.625000 Penalty: 3059.793457
	Iteration 5Q: 3 clusters Score -1039266 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1039537.375000 Penalty: 3059.793457
	Iteration 6Q: 3 clusters Score -1039537 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1039826.062500 Penalty: 3059.793457
	Iteration 7Q: 3 clusters Score -1039826 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1040111.937500 Penalty: 3059.793457
	Iteration 8Q: 3 clusters Score -1040112 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1040389.875000 Penalty: 3059.793457
	Iteration 9Q: 3 clusters Score -1040390 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1040665.937500 Penalty: 3059.793457
	Iteration 10Q: 3 clusters Score -1040666 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1040953.250000 Penalty: 3059.793457
	Iteration 11Q: 3 clusters Score -1040953 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1041188.562500 Penalty: 3059.793457
	Iteration 12Q: 3 clusters Score -1041189 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1041397.500000 Penalty: 3059.793457
	Iteration 13Q: 3 clusters Score -1041398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1041574.062500 Penalty: 3059.793457
	Iteration 14Q: 3 clusters Score -1041574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1041721.375000 Penalty: 3059.793457
	Iteration 15Q: 3 clusters Score -1041721 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1041834.250000 Penalty: 3059.793457
	Iteration 16Q: 3 clusters Score -1041834 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1041942.125000 Penalty: 3059.793457
	Iteration 17Q: 3 clusters Score -1041942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1042043.312500 Penalty: 3059.793457
	Iteration 18Q: 3 clusters Score -1042043 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1042129.125000 Penalty: 3059.793457
	Iteration 19Q: 3 clusters Score -1042129 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1042208.687500 Penalty: 3059.793457
	Iteration 20F: 3 clusters Score -1042209 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1042290.812500 Penalty: 3059.793457
	Iteration 21Q: 3 clusters Score -1042291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1042357.500000 Penalty: 3059.793457
	Iteration 22Q: 3 clusters Score -1042358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1042410.187500 Penalty: 3059.793457
	Iteration 23Q: 3 clusters Score -1042410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1042459.562500 Penalty: 3059.793457
	Iteration 24Q: 3 clusters Score -1042460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1042495.500000 Penalty: 3059.793457
	Iteration 25Q: 3 clusters Score -1042496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1042526.562500 Penalty: 3059.793457
	Iteration 26Q: 3 clusters Score -1042527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1042548.375000 Penalty: 3059.793457
	Iteration 27Q: 3 clusters Score -1042548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1042560.125000 Penalty: 3059.793457
	Iteration 28Q: 3 clusters Score -1042560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1042568.875000 Penalty: 3059.793457
	Iteration 29Q: 3 clusters Score -1042569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1042576.125000 Penalty: 3059.793457
	Iteration 30Q: 3 clusters Score -1042576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1042583.750000 Penalty: 3059.793457
	Iteration 31Q: 3 clusters Score -1042584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1042592.312500 Penalty: 3059.793457
	Iteration 32Q: 3 clusters Score -1042592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1042598.000000 Penalty: 3059.793457
	Iteration 33Q: 3 clusters Score -1042598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1042603.125000 Penalty: 3059.793457
	Iteration 34Q: 3 clusters Score -1042603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1042610.500000 Penalty: 3059.793457
	Iteration 35Q: 3 clusters Score -1042610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1042622.250000 Penalty: 3059.793457
	Iteration 36Q: 3 clusters Score -1042622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1042630.812500 Penalty: 3059.793457
	Iteration 37Q: 3 clusters Score -1042631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1042641.312500 Penalty: 3059.793457
	Iteration 38Q: 3 clusters Score -1042641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1042651.437500 Penalty: 3059.793457
	Iteration 39Q: 3 clusters Score -1042651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1042658.750000 Penalty: 3059.793457
	Iteration 40F: 3 clusters Score -1042659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1042665.312500 Penalty: 3059.793457
	Iteration 41Q: 3 clusters Score -1042665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1042667.187500 Penalty: 3059.793457
	Iteration 42Q: 3 clusters Score -1042667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1042669.187500 Penalty: 3059.793457
	Iteration 43Q: 3 clusters Score -1042669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1042670.250000 Penalty: 3059.793457
	Iteration 44Q: 3 clusters Score -1042670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1042671.687500 Penalty: 3059.793457
	Iteration 45Q: 3 clusters Score -1042672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1042671.625000 Penalty: 3059.793457
	Iteration 46Q: 3 clusters Score -1042672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1042672.812500 Penalty: 3059.793457
	Iteration 47Q: 3 clusters Score -1042673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1042674.062500 Penalty: 3059.793457
	Iteration 48Q: 3 clusters Score -1042674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1042675.812500 Penalty: 3059.793457
	Iteration 49Q: 3 clusters Score -1042676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1042677.125000 Penalty: 3059.793457
	Iteration 50Q: 3 clusters Score -1042677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1042677.375000 Penalty: 3059.793457
	Iteration 51Q: 3 clusters Score -1042677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1042677.375000 Penalty: 3059.793457
	Iteration 52F: 3 clusters Score -1042677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159925 members 
Entering Unmasked Estep 
Score: -13817584.000000 Penalty: 1947.149780
	Iteration 0F: 2 clusters Score -1.381758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -13710734.000000 Penalty: 3894.299561
	Iteration 0F: 3 clusters Score -1.371073e+07 nChanged 77076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -13756011.000000 Penalty: 3894.299561
	Iteration 1F: 3 clusters Score -1.375601e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -13757599.000000 Penalty: 3894.299561
	Iteration 2Q: 3 clusters Score -1.37576e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -13759855.000000 Penalty: 3894.299561
	Iteration 3Q: 3 clusters Score -1.375986e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -13763148.000000 Penalty: 3894.299561
	Iteration 4Q: 3 clusters Score -1.376315e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -13767949.000000 Penalty: 3894.299561
	Iteration 5F: 3 clusters Score -1.376795e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -13774914.000000 Penalty: 3894.299561
	Iteration 6F: 3 clusters Score -1.377491e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -13783298.000000 Penalty: 3894.299561
	Iteration 7F: 3 clusters Score -1.37833e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -13791709.000000 Penalty: 3894.299561
	Iteration 8F: 3 clusters Score -1.379171e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -13799457.000000 Penalty: 3894.299561
	Iteration 9F: 3 clusters Score -1.379946e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 146405 members 
Entering Unmasked Estep 
Score: -13805533.000000 Penalty: 3894.299561
	Iteration 10Q: 3 clusters Score -1.380553e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 151907 members 
Entering Unmasked Estep 
Score: -13810005.000000 Penalty: 3894.299561
	Iteration 11Q: 3 clusters Score -1.381e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -13812878.000000 Penalty: 3894.299561
	Iteration 12Q: 3 clusters Score -1.381288e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -13814474.000000 Penalty: 3894.299561
	Iteration 13Q: 3 clusters Score -1.381447e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -13815266.000000 Penalty: 3894.299561
	Iteration 14Q: 3 clusters Score -1.381527e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 159025 members 
Entering Unmasked Estep 
Score: -13815603.000000 Penalty: 3894.299561
	Iteration 15Q: 3 clusters Score -1.38156e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -13815840.000000 Penalty: 3894.299561
	Iteration 16Q: 3 clusters Score -1.381584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -13815975.000000 Penalty: 3894.299561
	Iteration 17Q: 3 clusters Score -1.381598e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 159437 members 
Entering Unmasked Estep 
Score: -13816037.000000 Penalty: 3894.299561
	Iteration 18Q: 3 clusters Score -1.381604e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -13816076.000000 Penalty: 3894.299561
	Iteration 19Q: 3 clusters Score -1.381608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -13816087.000000 Penalty: 3894.299561
	Iteration 20F: 3 clusters Score -1.381609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -13816114.000000 Penalty: 3894.299561
	Iteration 21Q: 3 clusters Score -1.381611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -13816121.000000 Penalty: 3894.299561
	Iteration 22Q: 3 clusters Score -1.381612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -13816125.000000 Penalty: 3894.299561
	Iteration 23Q: 3 clusters Score -1.381612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -13816136.000000 Penalty: 3894.299561
	Iteration 24Q: 3 clusters Score -1.381614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -13816137.000000 Penalty: 3894.299561
	Iteration 25Q: 3 clusters Score -1.381614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -13816144.000000 Penalty: 3894.299561
	Iteration 26Q: 3 clusters Score -1.381614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -13816154.000000 Penalty: 3894.299561
	Iteration 27Q: 3 clusters Score -1.381615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -13816152.000000 Penalty: 3894.299561
	Iteration 28Q: 3 clusters Score -1.381615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -13816152.000000 Penalty: 3894.299561
	Iteration 29F: 3 clusters Score -1.381615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Entering Unmasked Estep 
Score: -563694.500000 Penalty: 1438.743896
	Iteration 0F: 2 clusters Score -563694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -558442.562500 Penalty: 2877.487793
	Iteration 0F: 3 clusters Score -558442.6 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -560041.000000 Penalty: 2877.487793
	Iteration 1F: 3 clusters Score -560041 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -560298.625000 Penalty: 2877.487793
	Iteration 2F: 3 clusters Score -560298.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -560523.062500 Penalty: 2877.487793
	Iteration 3F: 3 clusters Score -560523.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -560686.312500 Penalty: 2877.487793
	Iteration 4Q: 3 clusters Score -560686.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -560803.250000 Penalty: 2877.487793
	Iteration 5Q: 3 clusters Score -560803.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -560893.875000 Penalty: 2877.487793
	Iteration 6Q: 3 clusters Score -560893.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -560980.250000 Penalty: 2877.487793
	Iteration 7Q: 3 clusters Score -560980.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -561070.187500 Penalty: 2877.487793
	Iteration 8Q: 3 clusters Score -561070.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -561148.125000 Penalty: 2877.487793
	Iteration 9Q: 3 clusters Score -561148.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -561213.187500 Penalty: 2877.487793
	Iteration 10Q: 3 clusters Score -561213.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -561278.750000 Penalty: 2877.487793
	Iteration 11Q: 3 clusters Score -561278.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -561345.562500 Penalty: 2877.487793
	Iteration 12Q: 3 clusters Score -561345.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -561405.687500 Penalty: 2877.487793
	Iteration 13Q: 3 clusters Score -561405.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -561464.500000 Penalty: 2877.487793
	Iteration 14Q: 3 clusters Score -561464.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -561520.687500 Penalty: 2877.487793
	Iteration 15Q: 3 clusters Score -561520.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -561587.312500 Penalty: 2877.487793
	Iteration 16Q: 3 clusters Score -561587.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -561658.750000 Penalty: 2877.487793
	Iteration 17Q: 3 clusters Score -561658.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -561733.187500 Penalty: 2877.487793
	Iteration 18Q: 3 clusters Score -561733.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -561813.562500 Penalty: 2877.487793
	Iteration 19Q: 3 clusters Score -561813.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -561895.187500 Penalty: 2877.487793
	Iteration 20F: 3 clusters Score -561895.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -561995.000000 Penalty: 2877.487793
	Iteration 21Q: 3 clusters Score -561995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -562104.750000 Penalty: 2877.487793
	Iteration 22Q: 3 clusters Score -562104.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -562211.750000 Penalty: 2877.487793
	Iteration 23Q: 3 clusters Score -562211.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -562321.687500 Penalty: 2877.487793
	Iteration 24Q: 3 clusters Score -562321.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -562422.062500 Penalty: 2877.487793
	Iteration 25Q: 3 clusters Score -562422.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -562531.562500 Penalty: 2877.487793
	Iteration 26Q: 3 clusters Score -562531.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -562660.500000 Penalty: 2877.487793
	Iteration 27Q: 3 clusters Score -562660.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -562761.937500 Penalty: 2877.487793
	Iteration 28Q: 3 clusters Score -562761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -562828.312500 Penalty: 2877.487793
	Iteration 29Q: 3 clusters Score -562828.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -562877.437500 Penalty: 2877.487793
	Iteration 30Q: 3 clusters Score -562877.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -562918.500000 Penalty: 2877.487793
	Iteration 31Q: 3 clusters Score -562918.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -562950.312500 Penalty: 2877.487793
	Iteration 32Q: 3 clusters Score -562950.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -562983.000000 Penalty: 2877.487793
	Iteration 33Q: 3 clusters Score -562983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -563012.125000 Penalty: 2877.487793
	Iteration 34Q: 3 clusters Score -563012.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -563037.812500 Penalty: 2877.487793
	Iteration 35Q: 3 clusters Score -563037.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -563054.437500 Penalty: 2877.487793
	Iteration 36Q: 3 clusters Score -563054.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -563066.937500 Penalty: 2877.487793
	Iteration 37Q: 3 clusters Score -563066.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -563076.937500 Penalty: 2877.487793
	Iteration 38Q: 3 clusters Score -563076.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -563083.812500 Penalty: 2877.487793
	Iteration 39Q: 3 clusters Score -563083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -563090.937500 Penalty: 2877.487793
	Iteration 40F: 3 clusters Score -563090.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -563095.562500 Penalty: 2877.487793
	Iteration 41Q: 3 clusters Score -563095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -563100.250000 Penalty: 2877.487793
	Iteration 42Q: 3 clusters Score -563100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -563099.750000 Penalty: 2877.487793
	Iteration 43Q: 3 clusters Score -563099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -563101.875000 Penalty: 2877.487793
	Iteration 44Q: 3 clusters Score -563101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -563103.062500 Penalty: 2877.487793
	Iteration 45Q: 3 clusters Score -563103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -563103.937500 Penalty: 2877.487793
	Iteration 46Q: 3 clusters Score -563103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -563103.312500 Penalty: 2877.487793
	Iteration 47Q: 3 clusters Score -563103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -563105.500000 Penalty: 2877.487793
	Iteration 48Q: 3 clusters Score -563105.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -563109.062500 Penalty: 2877.487793
	Iteration 49Q: 3 clusters Score -563109.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -563110.000000 Penalty: 2877.487793
	Iteration 50Q: 3 clusters Score -563110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -563110.687500 Penalty: 2877.487793
	Iteration 51Q: 3 clusters Score -563110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -563112.062500 Penalty: 2877.487793
	Iteration 52Q: 3 clusters Score -563112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -563111.562500 Penalty: 2877.487793
	Iteration 53Q: 3 clusters Score -563111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -563111.375000 Penalty: 2877.487793
	Iteration 54Q: 3 clusters Score -563111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -563111.375000 Penalty: 2877.487793
	Iteration 55F: 3 clusters Score -563111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Entering Unmasked Estep 
Score: -1795515.750000 Penalty: 1617.376587
	Iteration 0F: 2 clusters Score -1795516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1781132.125000 Penalty: 3234.753174
	Iteration 0F: 3 clusters Score -1781132 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1786379.250000 Penalty: 3234.753174
	Iteration 1F: 3 clusters Score -1786379 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1786749.625000 Penalty: 3234.753174
	Iteration 2Q: 3 clusters Score -1786750 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1787138.250000 Penalty: 3234.753174
	Iteration 3Q: 3 clusters Score -1787138 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1787626.000000 Penalty: 3234.753174
	Iteration 4Q: 3 clusters Score -1787626 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1788277.625000 Penalty: 3234.753174
	Iteration 5F: 3 clusters Score -1788278 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1789118.125000 Penalty: 3234.753174
	Iteration 6F: 3 clusters Score -1789118 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1790076.875000 Penalty: 3234.753174
	Iteration 7F: 3 clusters Score -1790077 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1791034.625000 Penalty: 3234.753174
	Iteration 8F: 3 clusters Score -1791035 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1791767.750000 Penalty: 3234.753174
	Iteration 9Q: 3 clusters Score -1791768 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1792307.750000 Penalty: 3234.753174
	Iteration 10Q: 3 clusters Score -1792308 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1792751.250000 Penalty: 3234.753174
	Iteration 11Q: 3 clusters Score -1792751 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1793077.250000 Penalty: 3234.753174
	Iteration 12Q: 3 clusters Score -1793077 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1793312.500000 Penalty: 3234.753174
	Iteration 13Q: 3 clusters Score -1793312 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1793491.875000 Penalty: 3234.753174
	Iteration 14Q: 3 clusters Score -1793492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1793618.750000 Penalty: 3234.753174
	Iteration 15Q: 3 clusters Score -1793619 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1793723.750000 Penalty: 3234.753174
	Iteration 16Q: 3 clusters Score -1793724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1793819.125000 Penalty: 3234.753174
	Iteration 17Q: 3 clusters Score -1793819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1793884.875000 Penalty: 3234.753174
	Iteration 18Q: 3 clusters Score -1793885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1793934.750000 Penalty: 3234.753174
	Iteration 19Q: 3 clusters Score -1793935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1793986.500000 Penalty: 3234.753174
	Iteration 20F: 3 clusters Score -1793986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1794027.375000 Penalty: 3234.753174
	Iteration 21Q: 3 clusters Score -1794027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1794070.250000 Penalty: 3234.753174
	Iteration 22Q: 3 clusters Score -1794070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1794104.250000 Penalty: 3234.753174
	Iteration 23Q: 3 clusters Score -1794104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1794137.000000 Penalty: 3234.753174
	Iteration 24Q: 3 clusters Score -1794137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1794158.375000 Penalty: 3234.753174
	Iteration 25Q: 3 clusters Score -1794158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1794174.000000 Penalty: 3234.753174
	Iteration 26Q: 3 clusters Score -1794174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1794189.250000 Penalty: 3234.753174
	Iteration 27Q: 3 clusters Score -1794189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1794198.875000 Penalty: 3234.753174
	Iteration 28Q: 3 clusters Score -1794199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1794208.375000 Penalty: 3234.753174
	Iteration 29Q: 3 clusters Score -1794208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1794218.625000 Penalty: 3234.753174
	Iteration 30Q: 3 clusters Score -1794219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1794230.250000 Penalty: 3234.753174
	Iteration 31Q: 3 clusters Score -1794230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1794242.750000 Penalty: 3234.753174
	Iteration 32Q: 3 clusters Score -1794243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1794257.750000 Penalty: 3234.753174
	Iteration 33Q: 3 clusters Score -1794258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1794270.125000 Penalty: 3234.753174
	Iteration 34Q: 3 clusters Score -1794270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1794282.625000 Penalty: 3234.753174
	Iteration 35Q: 3 clusters Score -1794283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1794292.000000 Penalty: 3234.753174
	Iteration 36Q: 3 clusters Score -1794292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1794294.500000 Penalty: 3234.753174
	Iteration 37Q: 3 clusters Score -1794294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1794298.000000 Penalty: 3234.753174
	Iteration 38Q: 3 clusters Score -1794298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1794296.750000 Penalty: 3234.753174
	Iteration 39Q: 3 clusters Score -1794297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1794296.750000 Penalty: 3234.753174
	Iteration 40F: 3 clusters Score -1794297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Entering Unmasked Estep 
Score: -990784.687500 Penalty: 1523.755371
	Iteration 0F: 2 clusters Score -990784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -982493.125000 Penalty: 3047.510742
	Iteration 0F: 3 clusters Score -982493.1 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -985261.750000 Penalty: 3047.510742
	Iteration 1F: 3 clusters Score -985261.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -985496.687500 Penalty: 3047.510742
	Iteration 2F: 3 clusters Score -985496.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -985711.125000 Penalty: 3047.510742
	Iteration 3Q: 3 clusters Score -985711.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -985956.687500 Penalty: 3047.510742
	Iteration 4Q: 3 clusters Score -985956.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -986247.500000 Penalty: 3047.510742
	Iteration 5Q: 3 clusters Score -986247.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -986572.375000 Penalty: 3047.510742
	Iteration 6Q: 3 clusters Score -986572.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -986991.312500 Penalty: 3047.510742
	Iteration 7F: 3 clusters Score -986991.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -987448.875000 Penalty: 3047.510742
	Iteration 8F: 3 clusters Score -987448.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -987890.312500 Penalty: 3047.510742
	Iteration 9F: 3 clusters Score -987890.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -988224.375000 Penalty: 3047.510742
	Iteration 10Q: 3 clusters Score -988224.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -988496.312500 Penalty: 3047.510742
	Iteration 11Q: 3 clusters Score -988496.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -988750.937500 Penalty: 3047.510742
	Iteration 12Q: 3 clusters Score -988750.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -988968.500000 Penalty: 3047.510742
	Iteration 13Q: 3 clusters Score -988968.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -989160.500000 Penalty: 3047.510742
	Iteration 14Q: 3 clusters Score -989160.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -989338.750000 Penalty: 3047.510742
	Iteration 15Q: 3 clusters Score -989338.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -989485.937500 Penalty: 3047.510742
	Iteration 16Q: 3 clusters Score -989485.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -989629.250000 Penalty: 3047.510742
	Iteration 17Q: 3 clusters Score -989629.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -989736.312500 Penalty: 3047.510742
	Iteration 18Q: 3 clusters Score -989736.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -989808.187500 Penalty: 3047.510742
	Iteration 19Q: 3 clusters Score -989808.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -989883.250000 Penalty: 3047.510742
	Iteration 20F: 3 clusters Score -989883.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -989976.312500 Penalty: 3047.510742
	Iteration 21Q: 3 clusters Score -989976.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -990038.875000 Penalty: 3047.510742
	Iteration 22Q: 3 clusters Score -990038.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -990083.000000 Penalty: 3047.510742
	Iteration 23Q: 3 clusters Score -990083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -990123.312500 Penalty: 3047.510742
	Iteration 24Q: 3 clusters Score -990123.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -990139.312500 Penalty: 3047.510742
	Iteration 25Q: 3 clusters Score -990139.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -990148.625000 Penalty: 3047.510742
	Iteration 26Q: 3 clusters Score -990148.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -990159.812500 Penalty: 3047.510742
	Iteration 27Q: 3 clusters Score -990159.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -990163.000000 Penalty: 3047.510742
	Iteration 28Q: 3 clusters Score -990163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -990167.437500 Penalty: 3047.510742
	Iteration 29Q: 3 clusters Score -990167.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -990170.750000 Penalty: 3047.510742
	Iteration 30Q: 3 clusters Score -990170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -990170.500000 Penalty: 3047.510742
	Iteration 31Q: 3 clusters Score -990170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -990173.812500 Penalty: 3047.510742
	Iteration 32Q: 3 clusters Score -990173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -990173.312500 Penalty: 3047.510742
	Iteration 33Q: 3 clusters Score -990173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -990173.750000 Penalty: 3047.510742
	Iteration 34Q: 3 clusters Score -990173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -990175.187500 Penalty: 3047.510742
	Iteration 35Q: 3 clusters Score -990175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -990174.187500 Penalty: 3047.510742
	Iteration 36Q: 3 clusters Score -990174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -990175.562500 Penalty: 3047.510742
	Iteration 37Q: 3 clusters Score -990175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -990175.562500 Penalty: 3047.510742
	Iteration 38F: 3 clusters Score -990175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -236941.937500 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -236941.9 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 1454 members 
Entering Unmasked Estep 
Score: -234317.125000 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -234317.1 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -234997.562500 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -234997.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -235209.343750 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -235209.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -235331.390625 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -235331.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235419.968750 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -235420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -235511.015625 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -235511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -235597.343750 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -235597.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -235673.843750 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -235673.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -235730.359375 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -235730.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235782.421875 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -235782.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235831.828125 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -235831.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -235863.281250 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -235863.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -235881.359375 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -235881.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -235895.546875 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -235895.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235908.609375 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -235908.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -235916.140625 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -235916.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235923.796875 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -235923.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -235929.281250 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -235929.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -235933.687500 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -235933.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -235938.531250 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -235938.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -235942.859375 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -235942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -235945.578125 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -235945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -235947.796875 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -235947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -235952.109375 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -235952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -235956.234375 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -235956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -235960.203125 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -235960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -235962.703125 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -235962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -235965.125000 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -235965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -235966.265625 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -235966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -235966.015625 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -235966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -235966.015625 Penalty: 2590.153809
	Iteration 30F: 3 clusters Score -235966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Entering Unmasked Estep 
Score: -1289366.000000 Penalty: 1564.870361
	Iteration 0F: 2 clusters Score -1289366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1278800.750000 Penalty: 3129.740723
	Iteration 0F: 3 clusters Score -1278801 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1282500.750000 Penalty: 3129.740723
	Iteration 1F: 3 clusters Score -1282501 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1282774.625000 Penalty: 3129.740723
	Iteration 2F: 3 clusters Score -1282775 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1283005.625000 Penalty: 3129.740723
	Iteration 3Q: 3 clusters Score -1283006 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1283256.750000 Penalty: 3129.740723
	Iteration 4Q: 3 clusters Score -1283257 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1283537.125000 Penalty: 3129.740723
	Iteration 5Q: 3 clusters Score -1283537 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1283863.000000 Penalty: 3129.740723
	Iteration 6Q: 3 clusters Score -1283863 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1284235.750000 Penalty: 3129.740723
	Iteration 7Q: 3 clusters Score -1284236 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1284702.625000 Penalty: 3129.740723
	Iteration 8Q: 3 clusters Score -1284703 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1285268.500000 Penalty: 3129.740723
	Iteration 9F: 3 clusters Score -1285268 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1285866.625000 Penalty: 3129.740723
	Iteration 10F: 3 clusters Score -1285867 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1286420.125000 Penalty: 3129.740723
	Iteration 11F: 3 clusters Score -1286420 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1286834.375000 Penalty: 3129.740723
	Iteration 12Q: 3 clusters Score -1286834 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1287133.250000 Penalty: 3129.740723
	Iteration 13Q: 3 clusters Score -1287133 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1287400.625000 Penalty: 3129.740723
	Iteration 14Q: 3 clusters Score -1287401 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1287671.875000 Penalty: 3129.740723
	Iteration 15Q: 3 clusters Score -1287672 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1287884.750000 Penalty: 3129.740723
	Iteration 16Q: 3 clusters Score -1287885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1288041.625000 Penalty: 3129.740723
	Iteration 17Q: 3 clusters Score -1288042 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1288166.500000 Penalty: 3129.740723
	Iteration 18Q: 3 clusters Score -1288166 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1288264.875000 Penalty: 3129.740723
	Iteration 19Q: 3 clusters Score -1288265 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1288333.000000 Penalty: 3129.740723
	Iteration 20F: 3 clusters Score -1288333 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1288401.250000 Penalty: 3129.740723
	Iteration 21Q: 3 clusters Score -1288401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1288448.875000 Penalty: 3129.740723
	Iteration 22Q: 3 clusters Score -1288449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1288473.750000 Penalty: 3129.740723
	Iteration 23Q: 3 clusters Score -1288474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1288495.250000 Penalty: 3129.740723
	Iteration 24Q: 3 clusters Score -1288495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1288508.625000 Penalty: 3129.740723
	Iteration 25Q: 3 clusters Score -1288509 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1288517.375000 Penalty: 3129.740723
	Iteration 26Q: 3 clusters Score -1288517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1288520.000000 Penalty: 3129.740723
	Iteration 27Q: 3 clusters Score -1288520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1288528.000000 Penalty: 3129.740723
	Iteration 28Q: 3 clusters Score -1288528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1288529.125000 Penalty: 3129.740723
	Iteration 29Q: 3 clusters Score -1288529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1288532.750000 Penalty: 3129.740723
	Iteration 30Q: 3 clusters Score -1288533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1288537.500000 Penalty: 3129.740723
	Iteration 31Q: 3 clusters Score -1288538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1288537.750000 Penalty: 3129.740723
	Iteration 32Q: 3 clusters Score -1288538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1288540.500000 Penalty: 3129.740723
	Iteration 33Q: 3 clusters Score -1288540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1288539.625000 Penalty: 3129.740723
	Iteration 34Q: 3 clusters Score -1288540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1288543.125000 Penalty: 3129.740723
	Iteration 35Q: 3 clusters Score -1288543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1288543.375000 Penalty: 3129.740723
	Iteration 36Q: 3 clusters Score -1288543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1288543.125000 Penalty: 3129.740723
	Iteration 37Q: 3 clusters Score -1288543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1288542.125000 Penalty: 3129.740723
	Iteration 38Q: 3 clusters Score -1288542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1288543.625000 Penalty: 3129.740723
	Iteration 39Q: 3 clusters Score -1288544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1288544.375000 Penalty: 3129.740723
	Iteration 40F: 3 clusters Score -1288544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1288545.625000 Penalty: 3129.740723
	Iteration 41Q: 3 clusters Score -1288546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1288547.125000 Penalty: 3129.740723
	Iteration 42Q: 3 clusters Score -1288547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1288545.500000 Penalty: 3129.740723
	Iteration 43Q: 3 clusters Score -1288546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1288545.875000 Penalty: 3129.740723
	Iteration 44Q: 3 clusters Score -1288546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1288546.625000 Penalty: 3129.740723
	Iteration 45Q: 3 clusters Score -1288547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1288546.000000 Penalty: 3129.740723
	Iteration 46Q: 3 clusters Score -1288546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1288546.375000 Penalty: 3129.740723
	Iteration 47Q: 3 clusters Score -1288546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1288545.625000 Penalty: 3129.740723
	Iteration 48Q: 3 clusters Score -1288546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1288547.500000 Penalty: 3129.740723
	Iteration 49Q: 3 clusters Score -1288548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1288547.625000 Penalty: 3129.740723
	Iteration 50Q: 3 clusters Score -1288548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1288547.625000 Penalty: 3129.740723
	Iteration 51F: 3 clusters Score -1288548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -492052.156250 Penalty: 1412.938232
	Iteration 0F: 2 clusters Score -492052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -487453.375000 Penalty: 2825.876465
	Iteration 0F: 3 clusters Score -487453.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -488893.312500 Penalty: 2825.876465
	Iteration 1F: 3 clusters Score -488893.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -489165.687500 Penalty: 2825.876465
	Iteration 2F: 3 clusters Score -489165.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -489387.718750 Penalty: 2825.876465
	Iteration 3F: 3 clusters Score -489387.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -489639.000000 Penalty: 2825.876465
	Iteration 4F: 3 clusters Score -489639 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -489883.406250 Penalty: 2825.876465
	Iteration 5F: 3 clusters Score -489883.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -490103.093750 Penalty: 2825.876465
	Iteration 6F: 3 clusters Score -490103.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -490301.781250 Penalty: 2825.876465
	Iteration 7Q: 3 clusters Score -490301.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -490487.343750 Penalty: 2825.876465
	Iteration 8Q: 3 clusters Score -490487.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -490651.093750 Penalty: 2825.876465
	Iteration 9Q: 3 clusters Score -490651.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -490775.593750 Penalty: 2825.876465
	Iteration 10Q: 3 clusters Score -490775.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -490883.562500 Penalty: 2825.876465
	Iteration 11Q: 3 clusters Score -490883.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -490983.875000 Penalty: 2825.876465
	Iteration 12Q: 3 clusters Score -490983.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -491056.468750 Penalty: 2825.876465
	Iteration 13Q: 3 clusters Score -491056.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -491086.687500 Penalty: 2825.876465
	Iteration 14Q: 3 clusters Score -491086.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -491102.187500 Penalty: 2825.876465
	Iteration 15Q: 3 clusters Score -491102.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -491113.500000 Penalty: 2825.876465
	Iteration 16Q: 3 clusters Score -491113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -491120.031250 Penalty: 2825.876465
	Iteration 17Q: 3 clusters Score -491120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -491125.187500 Penalty: 2825.876465
	Iteration 18Q: 3 clusters Score -491125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -491129.125000 Penalty: 2825.876465
	Iteration 19Q: 3 clusters Score -491129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -491132.406250 Penalty: 2825.876465
	Iteration 20F: 3 clusters Score -491132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -491135.000000 Penalty: 2825.876465
	Iteration 21Q: 3 clusters Score -491135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -491135.093750 Penalty: 2825.876465
	Iteration 22Q: 3 clusters Score -491135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -491134.906250 Penalty: 2825.876465
	Iteration 23Q: 3 clusters Score -491134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -491136.125000 Penalty: 2825.876465
	Iteration 24Q: 3 clusters Score -491136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -491138.156250 Penalty: 2825.876465
	Iteration 25Q: 3 clusters Score -491138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -491138.156250 Penalty: 2825.876465
	Iteration 26F: 3 clusters Score -491138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Entering Unmasked Estep 
Score: -931497.187500 Penalty: 1509.081177
	Iteration 0F: 2 clusters Score -931497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -923809.625000 Penalty: 3018.162354
	Iteration 0F: 3 clusters Score -923809.6 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -926311.687500 Penalty: 3018.162354
	Iteration 1F: 3 clusters Score -926311.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -926500.312500 Penalty: 3018.162354
	Iteration 2F: 3 clusters Score -926500.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -926676.437500 Penalty: 3018.162354
	Iteration 3Q: 3 clusters Score -926676.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -926840.625000 Penalty: 3018.162354
	Iteration 4Q: 3 clusters Score -926840.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -927001.875000 Penalty: 3018.162354
	Iteration 5Q: 3 clusters Score -927001.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -927149.312500 Penalty: 3018.162354
	Iteration 6Q: 3 clusters Score -927149.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -927310.187500 Penalty: 3018.162354
	Iteration 7Q: 3 clusters Score -927310.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -927501.062500 Penalty: 3018.162354
	Iteration 8Q: 3 clusters Score -927501.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -927742.375000 Penalty: 3018.162354
	Iteration 9Q: 3 clusters Score -927742.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -928046.375000 Penalty: 3018.162354
	Iteration 10Q: 3 clusters Score -928046.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -928398.437500 Penalty: 3018.162354
	Iteration 11Q: 3 clusters Score -928398.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -928792.625000 Penalty: 3018.162354
	Iteration 12Q: 3 clusters Score -928792.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -929173.750000 Penalty: 3018.162354
	Iteration 13Q: 3 clusters Score -929173.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -929503.437500 Penalty: 3018.162354
	Iteration 14Q: 3 clusters Score -929503.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -929715.875000 Penalty: 3018.162354
	Iteration 15Q: 3 clusters Score -929715.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -929887.062500 Penalty: 3018.162354
	Iteration 16Q: 3 clusters Score -929887.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -929991.875000 Penalty: 3018.162354
	Iteration 17Q: 3 clusters Score -929991.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -930072.437500 Penalty: 3018.162354
	Iteration 18Q: 3 clusters Score -930072.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -930125.500000 Penalty: 3018.162354
	Iteration 19Q: 3 clusters Score -930125.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -930150.312500 Penalty: 3018.162354
	Iteration 20F: 3 clusters Score -930150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -930167.062500 Penalty: 3018.162354
	Iteration 21Q: 3 clusters Score -930167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -930192.250000 Penalty: 3018.162354
	Iteration 22Q: 3 clusters Score -930192.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -930216.937500 Penalty: 3018.162354
	Iteration 23Q: 3 clusters Score -930216.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -930229.937500 Penalty: 3018.162354
	Iteration 24Q: 3 clusters Score -930229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -930235.062500 Penalty: 3018.162354
	Iteration 25Q: 3 clusters Score -930235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -930239.187500 Penalty: 3018.162354
	Iteration 26Q: 3 clusters Score -930239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -930240.875000 Penalty: 3018.162354
	Iteration 27Q: 3 clusters Score -930240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -930240.875000 Penalty: 3018.162354
	Iteration 28F: 3 clusters Score -930240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -522214.250000 Penalty: 1421.212158
	Iteration 0F: 2 clusters Score -522214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -517421.406250 Penalty: 2842.424316
	Iteration 0F: 3 clusters Score -517421.4 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -518765.718750 Penalty: 2842.424316
	Iteration 1F: 3 clusters Score -518765.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -518964.531250 Penalty: 2842.424316
	Iteration 2F: 3 clusters Score -518964.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -519096.437500 Penalty: 2842.424316
	Iteration 3Q: 3 clusters Score -519096.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -519217.937500 Penalty: 2842.424316
	Iteration 4Q: 3 clusters Score -519217.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -519382.187500 Penalty: 2842.424316
	Iteration 5Q: 3 clusters Score -519382.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -519564.031250 Penalty: 2842.424316
	Iteration 6Q: 3 clusters Score -519564 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -519732.218750 Penalty: 2842.424316
	Iteration 7Q: 3 clusters Score -519732.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -519869.687500 Penalty: 2842.424316
	Iteration 8Q: 3 clusters Score -519869.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -519985.593750 Penalty: 2842.424316
	Iteration 9Q: 3 clusters Score -519985.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -520088.781250 Penalty: 2842.424316
	Iteration 10Q: 3 clusters Score -520088.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -520182.250000 Penalty: 2842.424316
	Iteration 11Q: 3 clusters Score -520182.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -520267.968750 Penalty: 2842.424316
	Iteration 12Q: 3 clusters Score -520268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -520368.187500 Penalty: 2842.424316
	Iteration 13Q: 3 clusters Score -520368.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -520478.281250 Penalty: 2842.424316
	Iteration 14Q: 3 clusters Score -520478.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -520593.562500 Penalty: 2842.424316
	Iteration 15Q: 3 clusters Score -520593.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -520727.593750 Penalty: 2842.424316
	Iteration 16Q: 3 clusters Score -520727.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -520882.062500 Penalty: 2842.424316
	Iteration 17Q: 3 clusters Score -520882.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -521049.625000 Penalty: 2842.424316
	Iteration 18Q: 3 clusters Score -521049.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -521195.375000 Penalty: 2842.424316
	Iteration 19Q: 3 clusters Score -521195.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -521306.437500 Penalty: 2842.424316
	Iteration 20F: 3 clusters Score -521306.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -521386.968750 Penalty: 2842.424316
	Iteration 21Q: 3 clusters Score -521387 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -521442.718750 Penalty: 2842.424316
	Iteration 22Q: 3 clusters Score -521442.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -521480.375000 Penalty: 2842.424316
	Iteration 23Q: 3 clusters Score -521480.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -521505.593750 Penalty: 2842.424316
	Iteration 24Q: 3 clusters Score -521505.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -521522.968750 Penalty: 2842.424316
	Iteration 25Q: 3 clusters Score -521523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -521536.187500 Penalty: 2842.424316
	Iteration 26Q: 3 clusters Score -521536.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -521547.968750 Penalty: 2842.424316
	Iteration 27Q: 3 clusters Score -521548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -521556.812500 Penalty: 2842.424316
	Iteration 28Q: 3 clusters Score -521556.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -521569.343750 Penalty: 2842.424316
	Iteration 29Q: 3 clusters Score -521569.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -521580.812500 Penalty: 2842.424316
	Iteration 30Q: 3 clusters Score -521580.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -521594.031250 Penalty: 2842.424316
	Iteration 31Q: 3 clusters Score -521594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -521604.281250 Penalty: 2842.424316
	Iteration 32Q: 3 clusters Score -521604.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -521613.750000 Penalty: 2842.424316
	Iteration 33Q: 3 clusters Score -521613.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -521621.500000 Penalty: 2842.424316
	Iteration 34Q: 3 clusters Score -521621.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -521630.156250 Penalty: 2842.424316
	Iteration 35Q: 3 clusters Score -521630.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -521640.312500 Penalty: 2842.424316
	Iteration 36Q: 3 clusters Score -521640.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -521646.000000 Penalty: 2842.424316
	Iteration 37Q: 3 clusters Score -521646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -521654.875000 Penalty: 2842.424316
	Iteration 38Q: 3 clusters Score -521654.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -521663.093750 Penalty: 2842.424316
	Iteration 39Q: 3 clusters Score -521663.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -521670.250000 Penalty: 2842.424316
	Iteration 40F: 3 clusters Score -521670.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -521676.281250 Penalty: 2842.424316
	Iteration 41Q: 3 clusters Score -521676.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -521682.250000 Penalty: 2842.424316
	Iteration 42Q: 3 clusters Score -521682.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -521684.531250 Penalty: 2842.424316
	Iteration 43Q: 3 clusters Score -521684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -521688.406250 Penalty: 2842.424316
	Iteration 44Q: 3 clusters Score -521688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -521688.718750 Penalty: 2842.424316
	Iteration 45Q: 3 clusters Score -521688.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -521691.593750 Penalty: 2842.424316
	Iteration 46Q: 3 clusters Score -521691.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -521693.312500 Penalty: 2842.424316
	Iteration 47Q: 3 clusters Score -521693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -521695.093750 Penalty: 2842.424316
	Iteration 48Q: 3 clusters Score -521695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -521697.031250 Penalty: 2842.424316
	Iteration 49Q: 3 clusters Score -521697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -521698.312500 Penalty: 2842.424316
	Iteration 50Q: 3 clusters Score -521698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -521699.093750 Penalty: 2842.424316
	Iteration 51Q: 3 clusters Score -521699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -521700.812500 Penalty: 2842.424316
	Iteration 52Q: 3 clusters Score -521700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -521701.125000 Penalty: 2842.424316
	Iteration 53Q: 3 clusters Score -521701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -521703.000000 Penalty: 2842.424316
	Iteration 54Q: 3 clusters Score -521703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -521705.375000 Penalty: 2842.424316
	Iteration 55Q: 3 clusters Score -521705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -521708.000000 Penalty: 2842.424316
	Iteration 56Q: 3 clusters Score -521708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -521710.375000 Penalty: 2842.424316
	Iteration 57Q: 3 clusters Score -521710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -521712.875000 Penalty: 2842.424316
	Iteration 58Q: 3 clusters Score -521712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -521713.843750 Penalty: 2842.424316
	Iteration 59Q: 3 clusters Score -521713.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -521717.312500 Penalty: 2842.424316
	Iteration 60F: 3 clusters Score -521717.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -521720.687500 Penalty: 2842.424316
	Iteration 61Q: 3 clusters Score -521720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -521724.343750 Penalty: 2842.424316
	Iteration 62Q: 3 clusters Score -521724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -521728.375000 Penalty: 2842.424316
	Iteration 63Q: 3 clusters Score -521728.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -521733.531250 Penalty: 2842.424316
	Iteration 64Q: 3 clusters Score -521733.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -521737.843750 Penalty: 2842.424316
	Iteration 65Q: 3 clusters Score -521737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -521742.187500 Penalty: 2842.424316
	Iteration 66Q: 3 clusters Score -521742.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -521745.937500 Penalty: 2842.424316
	Iteration 67Q: 3 clusters Score -521745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -521747.093750 Penalty: 2842.424316
	Iteration 68Q: 3 clusters Score -521747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -521750.937500 Penalty: 2842.424316
	Iteration 69Q: 3 clusters Score -521750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -521753.250000 Penalty: 2842.424316
	Iteration 70Q: 3 clusters Score -521753.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -521758.656250 Penalty: 2842.424316
	Iteration 71Q: 3 clusters Score -521758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -521762.437500 Penalty: 2842.424316
	Iteration 72Q: 3 clusters Score -521762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -521762.875000 Penalty: 2842.424316
	Iteration 73Q: 3 clusters Score -521762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -521765.531250 Penalty: 2842.424316
	Iteration 74Q: 3 clusters Score -521765.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -521768.843750 Penalty: 2842.424316
	Iteration 75Q: 3 clusters Score -521768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -521771.625000 Penalty: 2842.424316
	Iteration 76Q: 3 clusters Score -521771.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -521773.343750 Penalty: 2842.424316
	Iteration 77Q: 3 clusters Score -521773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -521774.750000 Penalty: 2842.424316
	Iteration 78Q: 3 clusters Score -521774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -521776.656250 Penalty: 2842.424316
	Iteration 79Q: 3 clusters Score -521776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -521776.593750 Penalty: 2842.424316
	Iteration 80F: 3 clusters Score -521776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -521778.281250 Penalty: 2842.424316
	Iteration 81Q: 3 clusters Score -521778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -521779.312500 Penalty: 2842.424316
	Iteration 82Q: 3 clusters Score -521779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -521780.781250 Penalty: 2842.424316
	Iteration 83Q: 3 clusters Score -521780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -521782.312500 Penalty: 2842.424316
	Iteration 84Q: 3 clusters Score -521782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -521785.593750 Penalty: 2842.424316
	Iteration 85Q: 3 clusters Score -521785.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -521789.218750 Penalty: 2842.424316
	Iteration 86Q: 3 clusters Score -521789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -521792.781250 Penalty: 2842.424316
	Iteration 87Q: 3 clusters Score -521792.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -521798.312500 Penalty: 2842.424316
	Iteration 88Q: 3 clusters Score -521798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -521802.718750 Penalty: 2842.424316
	Iteration 89Q: 3 clusters Score -521802.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -521806.125000 Penalty: 2842.424316
	Iteration 90Q: 3 clusters Score -521806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -521807.281250 Penalty: 2842.424316
	Iteration 91Q: 3 clusters Score -521807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -521807.937500 Penalty: 2842.424316
	Iteration 92Q: 3 clusters Score -521807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -521808.687500 Penalty: 2842.424316
	Iteration 93Q: 3 clusters Score -521808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -521810.625000 Penalty: 2842.424316
	Iteration 94Q: 3 clusters Score -521810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -521813.125000 Penalty: 2842.424316
	Iteration 95Q: 3 clusters Score -521813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -521814.062500 Penalty: 2842.424316
	Iteration 96Q: 3 clusters Score -521814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -521814.812500 Penalty: 2842.424316
	Iteration 97Q: 3 clusters Score -521814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -521813.937500 Penalty: 2842.424316
	Iteration 98Q: 3 clusters Score -521813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -521815.750000 Penalty: 2842.424316
	Iteration 99Q: 3 clusters Score -521815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -521816.062500 Penalty: 2842.424316
	Iteration 100F: 3 clusters Score -521816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -521816.468750 Penalty: 2842.424316
	Iteration 101Q: 3 clusters Score -521816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -521817.031250 Penalty: 2842.424316
	Iteration 102Q: 3 clusters Score -521817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -521818.031250 Penalty: 2842.424316
	Iteration 103Q: 3 clusters Score -521818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -521818.843750 Penalty: 2842.424316
	Iteration 104Q: 3 clusters Score -521818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -521818.781250 Penalty: 2842.424316
	Iteration 105Q: 3 clusters Score -521818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -521820.156250 Penalty: 2842.424316
	Iteration 106Q: 3 clusters Score -521820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -521820.343750 Penalty: 2842.424316
	Iteration 107Q: 3 clusters Score -521820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -521820.875000 Penalty: 2842.424316
	Iteration 108Q: 3 clusters Score -521820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -521822.156250 Penalty: 2842.424316
	Iteration 109Q: 3 clusters Score -521822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -521823.218750 Penalty: 2842.424316
	Iteration 110Q: 3 clusters Score -521823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -521824.500000 Penalty: 2842.424316
	Iteration 111Q: 3 clusters Score -521824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -521825.781250 Penalty: 2842.424316
	Iteration 112Q: 3 clusters Score -521825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -521827.468750 Penalty: 2842.424316
	Iteration 113Q: 3 clusters Score -521827.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -521829.812500 Penalty: 2842.424316
	Iteration 114Q: 3 clusters Score -521829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -521833.156250 Penalty: 2842.424316
	Iteration 115Q: 3 clusters Score -521833.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -521833.656250 Penalty: 2842.424316
	Iteration 116Q: 3 clusters Score -521833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -521835.656250 Penalty: 2842.424316
	Iteration 117Q: 3 clusters Score -521835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -521837.062500 Penalty: 2842.424316
	Iteration 118Q: 3 clusters Score -521837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -521837.656250 Penalty: 2842.424316
	Iteration 119Q: 3 clusters Score -521837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -521839.781250 Penalty: 2842.424316
	Iteration 120F: 3 clusters Score -521839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -521841.156250 Penalty: 2842.424316
	Iteration 121Q: 3 clusters Score -521841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -521845.281250 Penalty: 2842.424316
	Iteration 122Q: 3 clusters Score -521845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -521848.812500 Penalty: 2842.424316
	Iteration 123Q: 3 clusters Score -521848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -521852.875000 Penalty: 2842.424316
	Iteration 124Q: 3 clusters Score -521852.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -521855.718750 Penalty: 2842.424316
	Iteration 125Q: 3 clusters Score -521855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -521856.406250 Penalty: 2842.424316
	Iteration 126Q: 3 clusters Score -521856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -521857.875000 Penalty: 2842.424316
	Iteration 127Q: 3 clusters Score -521857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -521859.687500 Penalty: 2842.424316
	Iteration 128Q: 3 clusters Score -521859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -521860.218750 Penalty: 2842.424316
	Iteration 129Q: 3 clusters Score -521860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -521861.437500 Penalty: 2842.424316
	Iteration 130Q: 3 clusters Score -521861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -521861.375000 Penalty: 2842.424316
	Iteration 131Q: 3 clusters Score -521861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -521862.500000 Penalty: 2842.424316
	Iteration 132Q: 3 clusters Score -521862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -521863.000000 Penalty: 2842.424316
	Iteration 133Q: 3 clusters Score -521863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -521864.062500 Penalty: 2842.424316
	Iteration 134Q: 3 clusters Score -521864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -521863.781250 Penalty: 2842.424316
	Iteration 135Q: 3 clusters Score -521863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -521865.375000 Penalty: 2842.424316
	Iteration 136Q: 3 clusters Score -521865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -521865.406250 Penalty: 2842.424316
	Iteration 137Q: 3 clusters Score -521865.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -521865.406250 Penalty: 2842.424316
	Iteration 138F: 3 clusters Score -521865.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Entering Unmasked Estep 
Score: -1380977.875000 Penalty: 1576.104492
	Iteration 0F: 2 clusters Score -1380978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1369916.875000 Penalty: 3152.208984
	Iteration 0F: 3 clusters Score -1369917 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1373874.250000 Penalty: 3152.208984
	Iteration 1F: 3 clusters Score -1373874 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1374330.375000 Penalty: 3152.208984
	Iteration 2F: 3 clusters Score -1374330 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1374880.625000 Penalty: 3152.208984
	Iteration 3F: 3 clusters Score -1374881 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1375584.375000 Penalty: 3152.208984
	Iteration 4F: 3 clusters Score -1375584 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1376401.625000 Penalty: 3152.208984
	Iteration 5F: 3 clusters Score -1376402 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1377220.875000 Penalty: 3152.208984
	Iteration 6F: 3 clusters Score -1377221 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1377937.875000 Penalty: 3152.208984
	Iteration 7F: 3 clusters Score -1377938 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1378478.750000 Penalty: 3152.208984
	Iteration 8Q: 3 clusters Score -1378479 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1378853.750000 Penalty: 3152.208984
	Iteration 9Q: 3 clusters Score -1378854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1379122.250000 Penalty: 3152.208984
	Iteration 10Q: 3 clusters Score -1379122 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1379272.875000 Penalty: 3152.208984
	Iteration 11Q: 3 clusters Score -1379273 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1379389.750000 Penalty: 3152.208984
	Iteration 12Q: 3 clusters Score -1379390 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1379455.000000 Penalty: 3152.208984
	Iteration 13Q: 3 clusters Score -1379455 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1379510.125000 Penalty: 3152.208984
	Iteration 14Q: 3 clusters Score -1379510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1379566.625000 Penalty: 3152.208984
	Iteration 15Q: 3 clusters Score -1379567 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1379619.500000 Penalty: 3152.208984
	Iteration 16Q: 3 clusters Score -1379620 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1379669.125000 Penalty: 3152.208984
	Iteration 17Q: 3 clusters Score -1379669 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1379701.875000 Penalty: 3152.208984
	Iteration 18Q: 3 clusters Score -1379702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1379729.000000 Penalty: 3152.208984
	Iteration 19Q: 3 clusters Score -1379729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1379750.250000 Penalty: 3152.208984
	Iteration 20F: 3 clusters Score -1379750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1379765.500000 Penalty: 3152.208984
	Iteration 21Q: 3 clusters Score -1379766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1379776.750000 Penalty: 3152.208984
	Iteration 22Q: 3 clusters Score -1379777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1379790.375000 Penalty: 3152.208984
	Iteration 23Q: 3 clusters Score -1379790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1379803.000000 Penalty: 3152.208984
	Iteration 24Q: 3 clusters Score -1379803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1379821.750000 Penalty: 3152.208984
	Iteration 25Q: 3 clusters Score -1379822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1379833.750000 Penalty: 3152.208984
	Iteration 26Q: 3 clusters Score -1379834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1379849.875000 Penalty: 3152.208984
	Iteration 27Q: 3 clusters Score -1379850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1379854.250000 Penalty: 3152.208984
	Iteration 28Q: 3 clusters Score -1379854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1379864.625000 Penalty: 3152.208984
	Iteration 29Q: 3 clusters Score -1379865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1379869.375000 Penalty: 3152.208984
	Iteration 30Q: 3 clusters Score -1379869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1379884.250000 Penalty: 3152.208984
	Iteration 31Q: 3 clusters Score -1379884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1379893.375000 Penalty: 3152.208984
	Iteration 32Q: 3 clusters Score -1379893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1379901.000000 Penalty: 3152.208984
	Iteration 33Q: 3 clusters Score -1379901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1379906.750000 Penalty: 3152.208984
	Iteration 34Q: 3 clusters Score -1379907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1379910.625000 Penalty: 3152.208984
	Iteration 35Q: 3 clusters Score -1379911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1379913.125000 Penalty: 3152.208984
	Iteration 36Q: 3 clusters Score -1379913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1379915.875000 Penalty: 3152.208984
	Iteration 37Q: 3 clusters Score -1379916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1379922.250000 Penalty: 3152.208984
	Iteration 38Q: 3 clusters Score -1379922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1379931.375000 Penalty: 3152.208984
	Iteration 39Q: 3 clusters Score -1379931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1379931.875000 Penalty: 3152.208984
	Iteration 40F: 3 clusters Score -1379932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1379936.750000 Penalty: 3152.208984
	Iteration 41Q: 3 clusters Score -1379937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1379944.750000 Penalty: 3152.208984
	Iteration 42Q: 3 clusters Score -1379945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1379949.750000 Penalty: 3152.208984
	Iteration 43Q: 3 clusters Score -1379950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1379952.750000 Penalty: 3152.208984
	Iteration 44Q: 3 clusters Score -1379953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1379956.875000 Penalty: 3152.208984
	Iteration 45Q: 3 clusters Score -1379957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1379960.000000 Penalty: 3152.208984
	Iteration 46Q: 3 clusters Score -1379960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1379963.750000 Penalty: 3152.208984
	Iteration 47Q: 3 clusters Score -1379964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1379968.750000 Penalty: 3152.208984
	Iteration 48Q: 3 clusters Score -1379969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1379974.375000 Penalty: 3152.208984
	Iteration 49Q: 3 clusters Score -1379974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1379976.250000 Penalty: 3152.208984
	Iteration 50Q: 3 clusters Score -1379976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1379984.125000 Penalty: 3152.208984
	Iteration 51Q: 3 clusters Score -1379984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1379990.000000 Penalty: 3152.208984
	Iteration 52Q: 3 clusters Score -1379990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1380004.625000 Penalty: 3152.208984
	Iteration 53Q: 3 clusters Score -1380005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1380011.875000 Penalty: 3152.208984
	Iteration 54Q: 3 clusters Score -1380012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1380014.000000 Penalty: 3152.208984
	Iteration 55Q: 3 clusters Score -1380014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1380014.000000 Penalty: 3152.208984
	Iteration 56Q: 3 clusters Score -1380014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1380019.750000 Penalty: 3152.208984
	Iteration 57Q: 3 clusters Score -1380020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1380017.125000 Penalty: 3152.208984
	Iteration 58Q: 3 clusters Score -1380017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1380020.000000 Penalty: 3152.208984
	Iteration 59Q: 3 clusters Score -1380020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1380021.875000 Penalty: 3152.208984
	Iteration 60F: 3 clusters Score -1380022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1380023.625000 Penalty: 3152.208984
	Iteration 61Q: 3 clusters Score -1380024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1380023.500000 Penalty: 3152.208984
	Iteration 62Q: 3 clusters Score -1380024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1380023.125000 Penalty: 3152.208984
	Iteration 63Q: 3 clusters Score -1380023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1380023.625000 Penalty: 3152.208984
	Iteration 64Q: 3 clusters Score -1380024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1380022.125000 Penalty: 3152.208984
	Iteration 65Q: 3 clusters Score -1380022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1380024.250000 Penalty: 3152.208984
	Iteration 66Q: 3 clusters Score -1380024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1380024.375000 Penalty: 3152.208984
	Iteration 67Q: 3 clusters Score -1380024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1380021.000000 Penalty: 3152.208984
	Iteration 68Q: 3 clusters Score -1380021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1380021.375000 Penalty: 3152.208984
	Iteration 69Q: 3 clusters Score -1380021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1380019.625000 Penalty: 3152.208984
	Iteration 70Q: 3 clusters Score -1380020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1380018.875000 Penalty: 3152.208984
	Iteration 71Q: 3 clusters Score -1380019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1380023.500000 Penalty: 3152.208984
	Iteration 72Q: 3 clusters Score -1380024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1380023.375000 Penalty: 3152.208984
	Iteration 73Q: 3 clusters Score -1380023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1380024.375000 Penalty: 3152.208984
	Iteration 74Q: 3 clusters Score -1380024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1380024.375000 Penalty: 3152.208984
	Iteration 75F: 3 clusters Score -1380024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -305858.031250 Penalty: 1355.866211
	Iteration 0F: 2 clusters Score -305858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -302401.062500 Penalty: 2711.732422
	Iteration 0F: 3 clusters Score -302401.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -303415.937500 Penalty: 2711.732422
	Iteration 1F: 3 clusters Score -303415.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -303671.031250 Penalty: 2711.732422
	Iteration 2F: 3 clusters Score -303671 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -303925.687500 Penalty: 2711.732422
	Iteration 3F: 3 clusters Score -303925.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -304152.500000 Penalty: 2711.732422
	Iteration 4F: 3 clusters Score -304152.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -304340.406250 Penalty: 2711.732422
	Iteration 5F: 3 clusters Score -304340.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -304556.281250 Penalty: 2711.732422
	Iteration 6F: 3 clusters Score -304556.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -304742.125000 Penalty: 2711.732422
	Iteration 7Q: 3 clusters Score -304742.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -304864.312500 Penalty: 2711.732422
	Iteration 8Q: 3 clusters Score -304864.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -304954.406250 Penalty: 2711.732422
	Iteration 9Q: 3 clusters Score -304954.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -305013.406250 Penalty: 2711.732422
	Iteration 10Q: 3 clusters Score -305013.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -305066.625000 Penalty: 2711.732422
	Iteration 11Q: 3 clusters Score -305066.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -305099.156250 Penalty: 2711.732422
	Iteration 12Q: 3 clusters Score -305099.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -305122.343750 Penalty: 2711.732422
	Iteration 13Q: 3 clusters Score -305122.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -305146.125000 Penalty: 2711.732422
	Iteration 14Q: 3 clusters Score -305146.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -305174.000000 Penalty: 2711.732422
	Iteration 15Q: 3 clusters Score -305174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -305194.125000 Penalty: 2711.732422
	Iteration 16Q: 3 clusters Score -305194.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -305217.656250 Penalty: 2711.732422
	Iteration 17Q: 3 clusters Score -305217.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -305237.250000 Penalty: 2711.732422
	Iteration 18Q: 3 clusters Score -305237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -305248.906250 Penalty: 2711.732422
	Iteration 19Q: 3 clusters Score -305248.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -305261.500000 Penalty: 2711.732422
	Iteration 20F: 3 clusters Score -305261.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -305270.156250 Penalty: 2711.732422
	Iteration 21Q: 3 clusters Score -305270.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -305279.031250 Penalty: 2711.732422
	Iteration 22Q: 3 clusters Score -305279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -305288.125000 Penalty: 2711.732422
	Iteration 23Q: 3 clusters Score -305288.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -305297.312500 Penalty: 2711.732422
	Iteration 24Q: 3 clusters Score -305297.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -305302.343750 Penalty: 2711.732422
	Iteration 25Q: 3 clusters Score -305302.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -305309.468750 Penalty: 2711.732422
	Iteration 26Q: 3 clusters Score -305309.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -305314.875000 Penalty: 2711.732422
	Iteration 27Q: 3 clusters Score -305314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -305316.656250 Penalty: 2711.732422
	Iteration 28Q: 3 clusters Score -305316.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -305319.093750 Penalty: 2711.732422
	Iteration 29Q: 3 clusters Score -305319.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -305321.375000 Penalty: 2711.732422
	Iteration 30Q: 3 clusters Score -305321.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -305324.968750 Penalty: 2711.732422
	Iteration 31Q: 3 clusters Score -305325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -305328.093750 Penalty: 2711.732422
	Iteration 32Q: 3 clusters Score -305328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -305329.812500 Penalty: 2711.732422
	Iteration 33Q: 3 clusters Score -305329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -305333.218750 Penalty: 2711.732422
	Iteration 34Q: 3 clusters Score -305333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -305338.343750 Penalty: 2711.732422
	Iteration 35Q: 3 clusters Score -305338.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -305352.000000 Penalty: 2711.732422
	Iteration 36Q: 3 clusters Score -305352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -305371.718750 Penalty: 2711.732422
	Iteration 37Q: 3 clusters Score -305371.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -305395.250000 Penalty: 2711.732422
	Iteration 38Q: 3 clusters Score -305395.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -305427.843750 Penalty: 2711.732422
	Iteration 39Q: 3 clusters Score -305427.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -305445.718750 Penalty: 2711.732422
	Iteration 40F: 3 clusters Score -305445.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -305457.187500 Penalty: 2711.732422
	Iteration 41Q: 3 clusters Score -305457.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -305463.000000 Penalty: 2711.732422
	Iteration 42Q: 3 clusters Score -305463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -305465.031250 Penalty: 2711.732422
	Iteration 43Q: 3 clusters Score -305465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -305466.375000 Penalty: 2711.732422
	Iteration 44Q: 3 clusters Score -305466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -305468.093750 Penalty: 2711.732422
	Iteration 45Q: 3 clusters Score -305468.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -305470.531250 Penalty: 2711.732422
	Iteration 46Q: 3 clusters Score -305470.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -305470.968750 Penalty: 2711.732422
	Iteration 47Q: 3 clusters Score -305471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -305474.437500 Penalty: 2711.732422
	Iteration 48Q: 3 clusters Score -305474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -305475.250000 Penalty: 2711.732422
	Iteration 49Q: 3 clusters Score -305475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -305475.312500 Penalty: 2711.732422
	Iteration 50Q: 3 clusters Score -305475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -305476.218750 Penalty: 2711.732422
	Iteration 51Q: 3 clusters Score -305476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -305476.531250 Penalty: 2711.732422
	Iteration 52Q: 3 clusters Score -305476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -305478.156250 Penalty: 2711.732422
	Iteration 53Q: 3 clusters Score -305478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -305477.937500 Penalty: 2711.732422
	Iteration 54Q: 3 clusters Score -305477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -305478.875000 Penalty: 2711.732422
	Iteration 55Q: 3 clusters Score -305478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -305478.812500 Penalty: 2711.732422
	Iteration 56Q: 3 clusters Score -305478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -305479.468750 Penalty: 2711.732422
	Iteration 57Q: 3 clusters Score -305479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -305479.843750 Penalty: 2711.732422
	Iteration 58Q: 3 clusters Score -305479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -305479.562500 Penalty: 2711.732422
	Iteration 59Q: 3 clusters Score -305479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -305480.218750 Penalty: 2711.732422
	Iteration 60F: 3 clusters Score -305480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -305480.250000 Penalty: 2711.732422
	Iteration 61Q: 3 clusters Score -305480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -305480.250000 Penalty: 2711.732422
	Iteration 62F: 3 clusters Score -305480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -185926.812500 Penalty: 1258.492554
	Iteration 0F: 2 clusters Score -185926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -183695.906250 Penalty: 2516.985107
	Iteration 0F: 3 clusters Score -183695.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -184356.203125 Penalty: 2516.985107
	Iteration 1F: 3 clusters Score -184356.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -184637.234375 Penalty: 2516.985107
	Iteration 2F: 3 clusters Score -184637.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -184849.750000 Penalty: 2516.985107
	Iteration 3F: 3 clusters Score -184849.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -185035.890625 Penalty: 2516.985107
	Iteration 4F: 3 clusters Score -185035.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185221.656250 Penalty: 2516.985107
	Iteration 5F: 3 clusters Score -185221.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -185411.234375 Penalty: 2516.985107
	Iteration 6F: 3 clusters Score -185411.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185573.562500 Penalty: 2516.985107
	Iteration 7Q: 3 clusters Score -185573.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185658.031250 Penalty: 2516.985107
	Iteration 8Q: 3 clusters Score -185658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185693.875000 Penalty: 2516.985107
	Iteration 9Q: 3 clusters Score -185693.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185722.015625 Penalty: 2516.985107
	Iteration 10Q: 3 clusters Score -185722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185733.968750 Penalty: 2516.985107
	Iteration 11Q: 3 clusters Score -185734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -185740.578125 Penalty: 2516.985107
	Iteration 12Q: 3 clusters Score -185740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185745.156250 Penalty: 2516.985107
	Iteration 13Q: 3 clusters Score -185745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185757.078125 Penalty: 2516.985107
	Iteration 14Q: 3 clusters Score -185757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -185768.171875 Penalty: 2516.985107
	Iteration 15Q: 3 clusters Score -185768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -185776.609375 Penalty: 2516.985107
	Iteration 16Q: 3 clusters Score -185776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -185787.171875 Penalty: 2516.985107
	Iteration 17Q: 3 clusters Score -185787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185796.343750 Penalty: 2516.985107
	Iteration 18Q: 3 clusters Score -185796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185806.421875 Penalty: 2516.985107
	Iteration 19Q: 3 clusters Score -185806.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185813.375000 Penalty: 2516.985107
	Iteration 20F: 3 clusters Score -185813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -185821.250000 Penalty: 2516.985107
	Iteration 21Q: 3 clusters Score -185821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -185827.015625 Penalty: 2516.985107
	Iteration 22Q: 3 clusters Score -185827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -185833.859375 Penalty: 2516.985107
	Iteration 23Q: 3 clusters Score -185833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -185842.765625 Penalty: 2516.985107
	Iteration 24Q: 3 clusters Score -185842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -185847.906250 Penalty: 2516.985107
	Iteration 25Q: 3 clusters Score -185847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -185853.062500 Penalty: 2516.985107
	Iteration 26Q: 3 clusters Score -185853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185861.234375 Penalty: 2516.985107
	Iteration 27Q: 3 clusters Score -185861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185876.875000 Penalty: 2516.985107
	Iteration 28Q: 3 clusters Score -185876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -185892.078125 Penalty: 2516.985107
	Iteration 29Q: 3 clusters Score -185892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -185899.453125 Penalty: 2516.985107
	Iteration 30Q: 3 clusters Score -185899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -185903.828125 Penalty: 2516.985107
	Iteration 31Q: 3 clusters Score -185903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -185916.359375 Penalty: 2516.985107
	Iteration 32Q: 3 clusters Score -185916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -185935.906250 Penalty: 2516.985107
	Iteration 33Q: 3 clusters Score -185935.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185951.890625 Penalty: 2516.985107
	Iteration 34Q: 3 clusters Score -185951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -185965.328125 Penalty: 2516.985107
	Iteration 35Q: 3 clusters Score -185965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -185969.921875 Penalty: 2516.985107
	Iteration 36Q: 3 clusters Score -185969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -185974.296875 Penalty: 2516.985107
	Iteration 37Q: 3 clusters Score -185974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -185979.734375 Penalty: 2516.985107
	Iteration 38Q: 3 clusters Score -185979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -185985.609375 Penalty: 2516.985107
	Iteration 39Q: 3 clusters Score -185985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -185986.453125 Penalty: 2516.985107
	Iteration 40F: 3 clusters Score -185986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 63275 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 209383 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 159925 members 
Mstep: Class 15 contains 7001 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10793 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Mstep: Class 30 contains 1116 members 
Entering Unmasked Estep 
Score: -54421048.000000 Penalty: 65304.742188
Splitting cluster 25 changes total score from -54421924.000000 to -54421048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Entering Unmasked Estep 
Score: -799457.500000 Penalty: 1488.601440
	Iteration 0F: 2 clusters Score -799457.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -792591.625000 Penalty: 2977.202881
	Iteration 0F: 3 clusters Score -792591.6 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -794896.687500 Penalty: 2977.202881
	Iteration 1F: 3 clusters Score -794896.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -795191.625000 Penalty: 2977.202881
	Iteration 2F: 3 clusters Score -795191.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -795479.375000 Penalty: 2977.202881
	Iteration 3F: 3 clusters Score -795479.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -795795.812500 Penalty: 2977.202881
	Iteration 4F: 3 clusters Score -795795.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -796126.312500 Penalty: 2977.202881
	Iteration 5F: 3 clusters Score -796126.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -796465.875000 Penalty: 2977.202881
	Iteration 6F: 3 clusters Score -796465.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -796812.812500 Penalty: 2977.202881
	Iteration 7F: 3 clusters Score -796812.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -797126.437500 Penalty: 2977.202881
	Iteration 8Q: 3 clusters Score -797126.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -797401.250000 Penalty: 2977.202881
	Iteration 9Q: 3 clusters Score -797401.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -797629.812500 Penalty: 2977.202881
	Iteration 10Q: 3 clusters Score -797629.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -797823.937500 Penalty: 2977.202881
	Iteration 11Q: 3 clusters Score -797823.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -797996.062500 Penalty: 2977.202881
	Iteration 12Q: 3 clusters Score -797996.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -798124.250000 Penalty: 2977.202881
	Iteration 13Q: 3 clusters Score -798124.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -798194.750000 Penalty: 2977.202881
	Iteration 14Q: 3 clusters Score -798194.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -798232.375000 Penalty: 2977.202881
	Iteration 15Q: 3 clusters Score -798232.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -798265.062500 Penalty: 2977.202881
	Iteration 16Q: 3 clusters Score -798265.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -798299.562500 Penalty: 2977.202881
	Iteration 17Q: 3 clusters Score -798299.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -798322.375000 Penalty: 2977.202881
	Iteration 18Q: 3 clusters Score -798322.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -798334.000000 Penalty: 2977.202881
	Iteration 19Q: 3 clusters Score -798334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -798343.125000 Penalty: 2977.202881
	Iteration 20F: 3 clusters Score -798343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -798352.625000 Penalty: 2977.202881
	Iteration 21Q: 3 clusters Score -798352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -798361.812500 Penalty: 2977.202881
	Iteration 22Q: 3 clusters Score -798361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -798369.000000 Penalty: 2977.202881
	Iteration 23Q: 3 clusters Score -798369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -798375.187500 Penalty: 2977.202881
	Iteration 24Q: 3 clusters Score -798375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -798382.437500 Penalty: 2977.202881
	Iteration 25Q: 3 clusters Score -798382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -798388.250000 Penalty: 2977.202881
	Iteration 26Q: 3 clusters Score -798388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -798390.312500 Penalty: 2977.202881
	Iteration 27Q: 3 clusters Score -798390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -798390.875000 Penalty: 2977.202881
	Iteration 28Q: 3 clusters Score -798390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -798392.000000 Penalty: 2977.202881
	Iteration 29Q: 3 clusters Score -798392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -798391.750000 Penalty: 2977.202881
	Iteration 30Q: 3 clusters Score -798391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -798393.875000 Penalty: 2977.202881
	Iteration 31Q: 3 clusters Score -798393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -798394.562500 Penalty: 2977.202881
	Iteration 32Q: 3 clusters Score -798394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -798395.125000 Penalty: 2977.202881
	Iteration 33Q: 3 clusters Score -798395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -798395.250000 Penalty: 2977.202881
	Iteration 34Q: 3 clusters Score -798395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -798397.437500 Penalty: 2977.202881
	Iteration 35Q: 3 clusters Score -798397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -798397.437500 Penalty: 2977.202881
	Iteration 36F: 3 clusters Score -798397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -615684.000000 Penalty: 1445.784546
	Iteration 0F: 2 clusters Score -615684 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 3599 members 
Entering Unmasked Estep 
Score: -610322.437500 Penalty: 2891.569092
	Iteration 0F: 3 clusters Score -610322.4 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -612121.062500 Penalty: 2891.569092
	Iteration 1F: 3 clusters Score -612121.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -612422.375000 Penalty: 2891.569092
	Iteration 2F: 3 clusters Score -612422.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -612642.000000 Penalty: 2891.569092
	Iteration 3F: 3 clusters Score -612642 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -612844.250000 Penalty: 2891.569092
	Iteration 4F: 3 clusters Score -612844.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -613004.875000 Penalty: 2891.569092
	Iteration 5Q: 3 clusters Score -613004.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -613142.187500 Penalty: 2891.569092
	Iteration 6Q: 3 clusters Score -613142.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -613283.687500 Penalty: 2891.569092
	Iteration 7Q: 3 clusters Score -613283.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -613422.312500 Penalty: 2891.569092
	Iteration 8Q: 3 clusters Score -613422.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -613551.562500 Penalty: 2891.569092
	Iteration 9Q: 3 clusters Score -613551.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -613669.750000 Penalty: 2891.569092
	Iteration 10Q: 3 clusters Score -613669.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -613780.062500 Penalty: 2891.569092
	Iteration 11Q: 3 clusters Score -613780.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -613872.437500 Penalty: 2891.569092
	Iteration 12Q: 3 clusters Score -613872.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -613956.562500 Penalty: 2891.569092
	Iteration 13Q: 3 clusters Score -613956.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -614027.187500 Penalty: 2891.569092
	Iteration 14Q: 3 clusters Score -614027.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -614101.000000 Penalty: 2891.569092
	Iteration 15Q: 3 clusters Score -614101 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -614160.937500 Penalty: 2891.569092
	Iteration 16Q: 3 clusters Score -614160.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -614211.875000 Penalty: 2891.569092
	Iteration 17Q: 3 clusters Score -614211.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -614262.375000 Penalty: 2891.569092
	Iteration 18Q: 3 clusters Score -614262.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -614296.625000 Penalty: 2891.569092
	Iteration 19Q: 3 clusters Score -614296.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -614325.062500 Penalty: 2891.569092
	Iteration 20F: 3 clusters Score -614325.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -614343.500000 Penalty: 2891.569092
	Iteration 21Q: 3 clusters Score -614343.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -614355.312500 Penalty: 2891.569092
	Iteration 22Q: 3 clusters Score -614355.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -614362.937500 Penalty: 2891.569092
	Iteration 23Q: 3 clusters Score -614362.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -614369.187500 Penalty: 2891.569092
	Iteration 24Q: 3 clusters Score -614369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -614372.500000 Penalty: 2891.569092
	Iteration 25Q: 3 clusters Score -614372.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -614377.375000 Penalty: 2891.569092
	Iteration 26Q: 3 clusters Score -614377.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -614384.312500 Penalty: 2891.569092
	Iteration 27Q: 3 clusters Score -614384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -614390.000000 Penalty: 2891.569092
	Iteration 28Q: 3 clusters Score -614390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -614398.187500 Penalty: 2891.569092
	Iteration 29Q: 3 clusters Score -614398.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -614404.750000 Penalty: 2891.569092
	Iteration 30Q: 3 clusters Score -614404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -614407.500000 Penalty: 2891.569092
	Iteration 31Q: 3 clusters Score -614407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -614411.000000 Penalty: 2891.569092
	Iteration 32Q: 3 clusters Score -614411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -614413.812500 Penalty: 2891.569092
	Iteration 33Q: 3 clusters Score -614413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -614416.875000 Penalty: 2891.569092
	Iteration 34Q: 3 clusters Score -614416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -614418.312500 Penalty: 2891.569092
	Iteration 35Q: 3 clusters Score -614418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -614419.500000 Penalty: 2891.569092
	Iteration 36Q: 3 clusters Score -614419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -614421.687500 Penalty: 2891.569092
	Iteration 37Q: 3 clusters Score -614421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -614422.125000 Penalty: 2891.569092
	Iteration 38Q: 3 clusters Score -614422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -614423.875000 Penalty: 2891.569092
	Iteration 39Q: 3 clusters Score -614423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -614424.312500 Penalty: 2891.569092
	Iteration 40F: 3 clusters Score -614424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -614425.062500 Penalty: 2891.569092
	Iteration 41Q: 3 clusters Score -614425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -614424.312500 Penalty: 2891.569092
	Iteration 42Q: 3 clusters Score -614424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -614424.312500 Penalty: 2891.569092
	Iteration 43F: 3 clusters Score -614424.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -247030.218750 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -247030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -244278.203125 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -244278.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -244996.359375 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -244996.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -245188.125000 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -245188.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -245303.421875 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -245303.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245409.625000 Penalty: 2603.366943
	Iteration 4Q: 3 clusters Score -245409.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -245490.953125 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -245491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -245559.046875 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -245559 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245631.265625 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -245631.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -245691.109375 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -245691.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -245743.296875 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -245743.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245795.468750 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -245795.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -245838.500000 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -245838.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -245888.500000 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -245888.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -245947.921875 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -245947.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -246014.531250 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -246014.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -246062.734375 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -246062.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246106.421875 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -246106.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -246168.937500 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -246168.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -246229.125000 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -246229.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246298.515625 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -246298.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246388.562500 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -246388.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -246527.921875 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -246527.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246650.171875 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -246650.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -246748.531250 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -246748.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -246815.500000 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -246815.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246841.953125 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -246842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246854.312500 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -246854.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246860.437500 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -246860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -246863.796875 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -246863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246863.906250 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -246863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246863.906250 Penalty: 2603.366943
	Iteration 30F: 3 clusters Score -246863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -99965.210938 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -99965.21 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 613 members 
Entering Unmasked Estep 
Score: -98410.984375 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -98410.98 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98708.226562 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -98708.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98791.750000 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -98791.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98843.742188 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -98843.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98878.710938 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -98878.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98905.164062 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -98905.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98934.242188 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -98934.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98954.281250 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -98954.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98972.609375 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -98972.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98987.023438 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -98987.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98998.218750 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -98998.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99004.429688 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -99004.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99007.835938 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -99007.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99012.757812 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -99012.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99020.890625 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -99020.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99024.718750 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -99024.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99027.507812 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -99027.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99031.851562 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -99031.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99034.257812 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -99034.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99036.492188 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -99036.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99040.960938 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -99040.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99043.750000 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -99043.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99047.875000 Penalty: 2309.646973
	Iteration 22Q: 3 clusters Score -99047.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99049.335938 Penalty: 2309.646973
	Iteration 23Q: 3 clusters Score -99049.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99051.476562 Penalty: 2309.646973
	Iteration 24Q: 3 clusters Score -99051.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99053.046875 Penalty: 2309.646973
	Iteration 25Q: 3 clusters Score -99053.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99058.078125 Penalty: 2309.646973
	Iteration 26Q: 3 clusters Score -99058.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99061.914062 Penalty: 2309.646973
	Iteration 27Q: 3 clusters Score -99061.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99064.500000 Penalty: 2309.646973
	Iteration 28Q: 3 clusters Score -99064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99071.218750 Penalty: 2309.646973
	Iteration 29Q: 3 clusters Score -99071.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99072.843750 Penalty: 2309.646973
	Iteration 30Q: 3 clusters Score -99072.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99073.750000 Penalty: 2309.646973
	Iteration 31Q: 3 clusters Score -99073.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99074.039062 Penalty: 2309.646973
	Iteration 32Q: 3 clusters Score -99074.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99074.039062 Penalty: 2309.646973
	Iteration 33F: 3 clusters Score -99074.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 63275 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21383 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 209383 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 159925 members 
Mstep: Class 15 contains 7001 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10793 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421936.000000 Penalty: 63127.917969
Iteration 119Q: 30 clusters Score -5.442194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 63270 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28157 members 
Mstep: Class 12 contains 209381 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 159922 members 
Mstep: Class 15 contains 7005 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9513 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421904.000000 Penalty: 63127.917969
Iteration 120F: 30 clusters Score -5.44219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 63267 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28160 members 
Mstep: Class 12 contains 209377 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 159919 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10805 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9512 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421924.000000 Penalty: 63127.917969
Iteration 121Q: 30 clusters Score -5.442192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 63262 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28162 members 
Mstep: Class 12 contains 209378 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 159913 members 
Mstep: Class 15 contains 7007 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10809 members 
Mstep: Class 22 contains 6284 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9511 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421896.000000 Penalty: 63127.917969
Iteration 122Q: 30 clusters Score -5.44219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4591 members 
Mstep: Class 7 contains 63254 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 2173 members 
Mstep: Class 11 contains 28162 members 
Mstep: Class 12 contains 209375 members 
Mstep: Class 13 contains 12260 members 
Mstep: Class 14 contains 159908 members 
Mstep: Class 15 contains 7010 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9507 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421868.000000 Penalty: 63127.917969
Iteration 123Q: 30 clusters Score -5.442187e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 63246 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 21372 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28162 members 
Mstep: Class 12 contains 209376 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 159899 members 
Mstep: Class 15 contains 7012 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 6282 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9504 members 
Mstep: Class 27 contains 7311 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421844.000000 Penalty: 63127.917969
Iteration 124Q: 30 clusters Score -5.442184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4604 members 
Mstep: Class 7 contains 63235 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 21371 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28163 members 
Mstep: Class 12 contains 209374 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 159897 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 16303 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 9500 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421860.000000 Penalty: 63127.917969
Iteration 125Q: 30 clusters Score -5.442186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4606 members 
Mstep: Class 7 contains 63227 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21369 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 159892 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10841 members 
Mstep: Class 22 contains 6280 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4202 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421892.000000 Penalty: 63127.917969
Iteration 126Q: 30 clusters Score -5.442189e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 63221 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21364 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 159887 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10843 members 
Mstep: Class 22 contains 6279 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421932.000000 Penalty: 63127.917969
Iteration 127Q: 30 clusters Score -5.442193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4613 members 
Mstep: Class 7 contains 63219 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21360 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28167 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 159881 members 
Mstep: Class 15 contains 7015 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11814 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10847 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16305 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421908.000000 Penalty: 63127.917969
Iteration 128Q: 30 clusters Score -5.442191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4617 members 
Mstep: Class 7 contains 63217 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21357 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 209374 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 159877 members 
Mstep: Class 15 contains 7018 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10849 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16304 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421912.000000 Penalty: 63127.917969
Iteration 129Q: 30 clusters Score -5.442191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 63214 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21357 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28170 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 159873 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11813 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10850 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9500 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421896.000000 Penalty: 63127.917969
Iteration 130Q: 30 clusters Score -5.44219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 63213 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21357 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 28171 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 159868 members 
Mstep: Class 15 contains 7023 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421860.000000 Penalty: 63127.917969
Iteration 131Q: 30 clusters Score -5.442186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 63210 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21356 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 28172 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 159864 members 
Mstep: Class 15 contains 7024 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421872.000000 Penalty: 63127.917969
Iteration 132Q: 30 clusters Score -5.442187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1618 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21355 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209375 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 159863 members 
Mstep: Class 15 contains 7029 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4197 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7315 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 133Q: 30 clusters Score -5.442185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21354 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209374 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 159858 members 
Mstep: Class 15 contains 7034 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421832.000000 Penalty: 63127.917969
Iteration 134Q: 30 clusters Score -5.442183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21353 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 209370 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 14 contains 159856 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16299 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9499 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421828.000000 Penalty: 63127.917969
Iteration 135Q: 30 clusters Score -5.442183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28167 members 
Mstep: Class 12 contains 209369 members 
Mstep: Class 13 contains 12244 members 
Mstep: Class 14 contains 159857 members 
Mstep: Class 15 contains 7042 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16298 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 136Q: 30 clusters Score -5.442185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159856 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16300 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421868.000000 Penalty: 63127.917969
Iteration 137Q: 30 clusters Score -5.442187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159856 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16299 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421860.000000 Penalty: 63127.917969
Iteration 138Q: 30 clusters Score -5.442186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159854 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16299 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 139Q: 30 clusters Score -5.442185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4648 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159854 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421852.000000 Penalty: 63127.917969
Iteration 140F: 30 clusters Score -5.442185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159853 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 141Q: 30 clusters Score -5.442185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159853 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9498 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421840.000000 Penalty: 63127.917969
Iteration 142Q: 30 clusters Score -5.442184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4651 members 
Mstep: Class 7 contains 63208 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159853 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421832.000000 Penalty: 63127.917969
Iteration 143Q: 30 clusters Score -5.442183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28165 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159853 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4198 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421848.000000 Penalty: 63127.917969
Iteration 144Q: 30 clusters Score -5.442185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63210 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159853 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16301 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421832.000000 Penalty: 63127.917969
Iteration 145Q: 30 clusters Score -5.442183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63210 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209373 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21010 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421828.000000 Penalty: 63127.917969
Iteration 146Q: 30 clusters Score -5.442183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63210 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421828.000000 Penalty: 63127.917969
Iteration 147Q: 30 clusters Score -5.442183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421812.000000 Penalty: 63127.917969
Iteration 148Q: 30 clusters Score -5.442181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10570 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 63209 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 209372 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 7043 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 16302 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 3012 members 
Mstep: Class 29 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421812.000000 Penalty: 63127.917969
Iteration 149F: 30 clusters Score -5.442181e+07 nChanged 0
Entering ConstructFrom: 
Score: -54421812.000000 Penalty: 63127.917969
Entering ConstructFrom: 
Trying to split cluster 1 (11870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Entering Unmasked Estep 
Score: -1021510.562500 Penalty: 1524.537476
	Iteration 0F: 2 clusters Score -1021511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1013245.750000 Penalty: 3049.074951
	Iteration 0F: 3 clusters Score -1013246 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1016011.250000 Penalty: 3049.074951
	Iteration 1F: 3 clusters Score -1016011 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1016360.750000 Penalty: 3049.074951
	Iteration 2F: 3 clusters Score -1016361 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1016705.187500 Penalty: 3049.074951
	Iteration 3F: 3 clusters Score -1016705 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1017058.000000 Penalty: 3049.074951
	Iteration 4F: 3 clusters Score -1017058 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1017395.500000 Penalty: 3049.074951
	Iteration 5F: 3 clusters Score -1017396 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1017733.187500 Penalty: 3049.074951
	Iteration 6F: 3 clusters Score -1017733 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1018115.500000 Penalty: 3049.074951
	Iteration 7Q: 3 clusters Score -1018116 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1018524.625000 Penalty: 3049.074951
	Iteration 8Q: 3 clusters Score -1018525 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1018953.812500 Penalty: 3049.074951
	Iteration 9Q: 3 clusters Score -1018954 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1019321.500000 Penalty: 3049.074951
	Iteration 10Q: 3 clusters Score -1019322 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1019596.687500 Penalty: 3049.074951
	Iteration 11Q: 3 clusters Score -1019597 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1019839.562500 Penalty: 3049.074951
	Iteration 12Q: 3 clusters Score -1019840 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1020030.812500 Penalty: 3049.074951
	Iteration 13Q: 3 clusters Score -1020031 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020189.000000 Penalty: 3049.074951
	Iteration 14Q: 3 clusters Score -1020189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1020306.125000 Penalty: 3049.074951
	Iteration 15Q: 3 clusters Score -1020306 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1020391.250000 Penalty: 3049.074951
	Iteration 16Q: 3 clusters Score -1020391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1020459.812500 Penalty: 3049.074951
	Iteration 17Q: 3 clusters Score -1020460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1020518.187500 Penalty: 3049.074951
	Iteration 18Q: 3 clusters Score -1020518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1020565.687500 Penalty: 3049.074951
	Iteration 19Q: 3 clusters Score -1020566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1020600.625000 Penalty: 3049.074951
	Iteration 20F: 3 clusters Score -1020601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1020626.000000 Penalty: 3049.074951
	Iteration 21Q: 3 clusters Score -1020626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1020646.812500 Penalty: 3049.074951
	Iteration 22Q: 3 clusters Score -1020647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1020665.687500 Penalty: 3049.074951
	Iteration 23Q: 3 clusters Score -1020666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1020675.500000 Penalty: 3049.074951
	Iteration 24Q: 3 clusters Score -1020676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1020678.937500 Penalty: 3049.074951
	Iteration 25Q: 3 clusters Score -1020679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1020681.187500 Penalty: 3049.074951
	Iteration 26Q: 3 clusters Score -1020681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1020681.562500 Penalty: 3049.074951
	Iteration 27Q: 3 clusters Score -1020682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1020683.500000 Penalty: 3049.074951
	Iteration 28Q: 3 clusters Score -1020684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1020686.937500 Penalty: 3049.074951
	Iteration 29Q: 3 clusters Score -1020687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1020688.125000 Penalty: 3049.074951
	Iteration 30Q: 3 clusters Score -1020688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1020687.250000 Penalty: 3049.074951
	Iteration 31Q: 3 clusters Score -1020687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1020687.687500 Penalty: 3049.074951
	Iteration 32Q: 3 clusters Score -1020688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1020690.062500 Penalty: 3049.074951
	Iteration 33Q: 3 clusters Score -1020690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1020694.000000 Penalty: 3049.074951
	Iteration 34Q: 3 clusters Score -1020694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1020694.437500 Penalty: 3049.074951
	Iteration 35Q: 3 clusters Score -1020694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1020693.375000 Penalty: 3049.074951
	Iteration 36Q: 3 clusters Score -1020693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1020693.375000 Penalty: 3049.074951
	Iteration 37F: 3 clusters Score -1020693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Entering Unmasked Estep 
Score: -886822.375000 Penalty: 1505.688354
	Iteration 0F: 2 clusters Score -886822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -879311.187500 Penalty: 3011.376709
	Iteration 0F: 3 clusters Score -879311.2 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -882008.062500 Penalty: 3011.376709
	Iteration 1F: 3 clusters Score -882008.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -882392.750000 Penalty: 3011.376709
	Iteration 2F: 3 clusters Score -882392.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -882770.312500 Penalty: 3011.376709
	Iteration 3F: 3 clusters Score -882770.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -883146.500000 Penalty: 3011.376709
	Iteration 4F: 3 clusters Score -883146.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -883531.437500 Penalty: 3011.376709
	Iteration 5F: 3 clusters Score -883531.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -883890.500000 Penalty: 3011.376709
	Iteration 6F: 3 clusters Score -883890.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -884180.750000 Penalty: 3011.376709
	Iteration 7Q: 3 clusters Score -884180.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -884408.687500 Penalty: 3011.376709
	Iteration 8Q: 3 clusters Score -884408.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -884578.250000 Penalty: 3011.376709
	Iteration 9Q: 3 clusters Score -884578.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -884699.250000 Penalty: 3011.376709
	Iteration 10Q: 3 clusters Score -884699.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -884803.562500 Penalty: 3011.376709
	Iteration 11Q: 3 clusters Score -884803.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -884879.500000 Penalty: 3011.376709
	Iteration 12Q: 3 clusters Score -884879.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -884951.500000 Penalty: 3011.376709
	Iteration 13Q: 3 clusters Score -884951.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -885003.562500 Penalty: 3011.376709
	Iteration 14Q: 3 clusters Score -885003.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -885037.937500 Penalty: 3011.376709
	Iteration 15Q: 3 clusters Score -885037.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -885068.562500 Penalty: 3011.376709
	Iteration 16Q: 3 clusters Score -885068.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -885100.812500 Penalty: 3011.376709
	Iteration 17Q: 3 clusters Score -885100.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -885134.062500 Penalty: 3011.376709
	Iteration 18Q: 3 clusters Score -885134.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -885161.562500 Penalty: 3011.376709
	Iteration 19Q: 3 clusters Score -885161.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -885191.125000 Penalty: 3011.376709
	Iteration 20F: 3 clusters Score -885191.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -885215.062500 Penalty: 3011.376709
	Iteration 21Q: 3 clusters Score -885215.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -885240.375000 Penalty: 3011.376709
	Iteration 22Q: 3 clusters Score -885240.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -885267.125000 Penalty: 3011.376709
	Iteration 23Q: 3 clusters Score -885267.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -885291.687500 Penalty: 3011.376709
	Iteration 24Q: 3 clusters Score -885291.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -885317.000000 Penalty: 3011.376709
	Iteration 25Q: 3 clusters Score -885317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -885337.062500 Penalty: 3011.376709
	Iteration 26Q: 3 clusters Score -885337.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -885362.687500 Penalty: 3011.376709
	Iteration 27Q: 3 clusters Score -885362.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -885382.750000 Penalty: 3011.376709
	Iteration 28Q: 3 clusters Score -885382.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -885402.062500 Penalty: 3011.376709
	Iteration 29Q: 3 clusters Score -885402.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -885417.125000 Penalty: 3011.376709
	Iteration 30Q: 3 clusters Score -885417.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -885431.937500 Penalty: 3011.376709
	Iteration 31Q: 3 clusters Score -885431.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -885453.437500 Penalty: 3011.376709
	Iteration 32Q: 3 clusters Score -885453.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -885478.625000 Penalty: 3011.376709
	Iteration 33Q: 3 clusters Score -885478.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -885498.812500 Penalty: 3011.376709
	Iteration 34Q: 3 clusters Score -885498.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -885517.750000 Penalty: 3011.376709
	Iteration 35Q: 3 clusters Score -885517.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -885541.250000 Penalty: 3011.376709
	Iteration 36Q: 3 clusters Score -885541.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -885563.375000 Penalty: 3011.376709
	Iteration 37Q: 3 clusters Score -885563.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -885589.437500 Penalty: 3011.376709
	Iteration 38Q: 3 clusters Score -885589.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -885618.437500 Penalty: 3011.376709
	Iteration 39Q: 3 clusters Score -885618.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -885642.000000 Penalty: 3011.376709
	Iteration 40F: 3 clusters Score -885642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -885674.312500 Penalty: 3011.376709
	Iteration 41Q: 3 clusters Score -885674.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -885710.437500 Penalty: 3011.376709
	Iteration 42Q: 3 clusters Score -885710.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -885742.500000 Penalty: 3011.376709
	Iteration 43Q: 3 clusters Score -885742.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -885777.062500 Penalty: 3011.376709
	Iteration 44Q: 3 clusters Score -885777.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -885813.562500 Penalty: 3011.376709
	Iteration 45Q: 3 clusters Score -885813.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -885859.562500 Penalty: 3011.376709
	Iteration 46Q: 3 clusters Score -885859.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -885900.375000 Penalty: 3011.376709
	Iteration 47Q: 3 clusters Score -885900.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -885927.750000 Penalty: 3011.376709
	Iteration 48Q: 3 clusters Score -885927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -885947.000000 Penalty: 3011.376709
	Iteration 49Q: 3 clusters Score -885947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -885966.375000 Penalty: 3011.376709
	Iteration 50Q: 3 clusters Score -885966.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -885984.562500 Penalty: 3011.376709
	Iteration 51Q: 3 clusters Score -885984.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -886000.250000 Penalty: 3011.376709
	Iteration 52Q: 3 clusters Score -886000.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -886014.500000 Penalty: 3011.376709
	Iteration 53Q: 3 clusters Score -886014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -886025.125000 Penalty: 3011.376709
	Iteration 54Q: 3 clusters Score -886025.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -886032.125000 Penalty: 3011.376709
	Iteration 55Q: 3 clusters Score -886032.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -886040.437500 Penalty: 3011.376709
	Iteration 56Q: 3 clusters Score -886040.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -886050.062500 Penalty: 3011.376709
	Iteration 57Q: 3 clusters Score -886050.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -886061.812500 Penalty: 3011.376709
	Iteration 58Q: 3 clusters Score -886061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -886069.750000 Penalty: 3011.376709
	Iteration 59Q: 3 clusters Score -886069.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -886075.125000 Penalty: 3011.376709
	Iteration 60F: 3 clusters Score -886075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -886082.312500 Penalty: 3011.376709
	Iteration 61Q: 3 clusters Score -886082.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -886091.437500 Penalty: 3011.376709
	Iteration 62Q: 3 clusters Score -886091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -886100.687500 Penalty: 3011.376709
	Iteration 63Q: 3 clusters Score -886100.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -886108.250000 Penalty: 3011.376709
	Iteration 64Q: 3 clusters Score -886108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -886113.000000 Penalty: 3011.376709
	Iteration 65Q: 3 clusters Score -886113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -886115.125000 Penalty: 3011.376709
	Iteration 66Q: 3 clusters Score -886115.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -886123.312500 Penalty: 3011.376709
	Iteration 67Q: 3 clusters Score -886123.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -886129.875000 Penalty: 3011.376709
	Iteration 68Q: 3 clusters Score -886129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -886134.625000 Penalty: 3011.376709
	Iteration 69Q: 3 clusters Score -886134.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -886136.625000 Penalty: 3011.376709
	Iteration 70Q: 3 clusters Score -886136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -886139.312500 Penalty: 3011.376709
	Iteration 71Q: 3 clusters Score -886139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -886142.312500 Penalty: 3011.376709
	Iteration 72Q: 3 clusters Score -886142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -886144.187500 Penalty: 3011.376709
	Iteration 73Q: 3 clusters Score -886144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -886145.000000 Penalty: 3011.376709
	Iteration 74Q: 3 clusters Score -886145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -886145.937500 Penalty: 3011.376709
	Iteration 75Q: 3 clusters Score -886145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -886146.625000 Penalty: 3011.376709
	Iteration 76Q: 3 clusters Score -886146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -886147.250000 Penalty: 3011.376709
	Iteration 77Q: 3 clusters Score -886147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -886148.812500 Penalty: 3011.376709
	Iteration 78Q: 3 clusters Score -886148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -886148.187500 Penalty: 3011.376709
	Iteration 79Q: 3 clusters Score -886148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -886148.687500 Penalty: 3011.376709
	Iteration 80F: 3 clusters Score -886148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -886148.125000 Penalty: 3011.376709
	Iteration 81Q: 3 clusters Score -886148.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -886148.125000 Penalty: 3011.376709
	Iteration 82F: 3 clusters Score -886148.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -124703.976562 Penalty: 1187.638184
	Iteration 0F: 2 clusters Score -124704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122929.054688 Penalty: 2375.276367
	Iteration 0F: 3 clusters Score -122929.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -123296.984375 Penalty: 2375.276367
	Iteration 1F: 3 clusters Score -123297 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123387.890625 Penalty: 2375.276367
	Iteration 2F: 3 clusters Score -123387.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -123421.164062 Penalty: 2375.276367
	Iteration 3Q: 3 clusters Score -123421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123438.742188 Penalty: 2375.276367
	Iteration 4Q: 3 clusters Score -123438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123457.210938 Penalty: 2375.276367
	Iteration 5Q: 3 clusters Score -123457.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -123472.898438 Penalty: 2375.276367
	Iteration 6Q: 3 clusters Score -123472.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -123488.265625 Penalty: 2375.276367
	Iteration 7Q: 3 clusters Score -123488.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123497.015625 Penalty: 2375.276367
	Iteration 8Q: 3 clusters Score -123497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123501.312500 Penalty: 2375.276367
	Iteration 9Q: 3 clusters Score -123501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -123505.023438 Penalty: 2375.276367
	Iteration 10Q: 3 clusters Score -123505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123512.507812 Penalty: 2375.276367
	Iteration 11Q: 3 clusters Score -123512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123520.500000 Penalty: 2375.276367
	Iteration 12Q: 3 clusters Score -123520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123531.093750 Penalty: 2375.276367
	Iteration 13Q: 3 clusters Score -123531.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123547.031250 Penalty: 2375.276367
	Iteration 14Q: 3 clusters Score -123547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123561.281250 Penalty: 2375.276367
	Iteration 15Q: 3 clusters Score -123561.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123574.804688 Penalty: 2375.276367
	Iteration 16Q: 3 clusters Score -123574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123587.046875 Penalty: 2375.276367
	Iteration 17Q: 3 clusters Score -123587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123594.601562 Penalty: 2375.276367
	Iteration 18Q: 3 clusters Score -123594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123600.054688 Penalty: 2375.276367
	Iteration 19Q: 3 clusters Score -123600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123605.226562 Penalty: 2375.276367
	Iteration 20F: 3 clusters Score -123605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123610.265625 Penalty: 2375.276367
	Iteration 21Q: 3 clusters Score -123610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123613.226562 Penalty: 2375.276367
	Iteration 22Q: 3 clusters Score -123613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123614.734375 Penalty: 2375.276367
	Iteration 23Q: 3 clusters Score -123614.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123619.734375 Penalty: 2375.276367
	Iteration 24Q: 3 clusters Score -123619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123627.007812 Penalty: 2375.276367
	Iteration 25Q: 3 clusters Score -123627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123632.523438 Penalty: 2375.276367
	Iteration 26Q: 3 clusters Score -123632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123635.015625 Penalty: 2375.276367
	Iteration 27Q: 3 clusters Score -123635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123636.968750 Penalty: 2375.276367
	Iteration 28Q: 3 clusters Score -123637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -123638.585938 Penalty: 2375.276367
	Iteration 29Q: 3 clusters Score -123638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123640.085938 Penalty: 2375.276367
	Iteration 30Q: 3 clusters Score -123640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123641.632812 Penalty: 2375.276367
	Iteration 31Q: 3 clusters Score -123641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -123642.515625 Penalty: 2375.276367
	Iteration 32Q: 3 clusters Score -123642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123642.984375 Penalty: 2375.276367
	Iteration 33Q: 3 clusters Score -123643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123642.984375 Penalty: 2375.276367
	Iteration 34F: 3 clusters Score -123643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -270067.375000 Penalty: 1322.753906
	Iteration 0F: 2 clusters Score -270067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -267116.312500 Penalty: 2645.507812
	Iteration 0F: 3 clusters Score -267116.3 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -268082.000000 Penalty: 2645.507812
	Iteration 1F: 3 clusters Score -268082 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -268534.781250 Penalty: 2645.507812
	Iteration 2F: 3 clusters Score -268534.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -268987.156250 Penalty: 2645.507812
	Iteration 3F: 3 clusters Score -268987.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -269329.500000 Penalty: 2645.507812
	Iteration 4F: 3 clusters Score -269329.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -269580.406250 Penalty: 2645.507812
	Iteration 5F: 3 clusters Score -269580.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -269742.843750 Penalty: 2645.507812
	Iteration 6Q: 3 clusters Score -269742.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -269846.343750 Penalty: 2645.507812
	Iteration 7Q: 3 clusters Score -269846.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -269921.718750 Penalty: 2645.507812
	Iteration 8Q: 3 clusters Score -269921.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -269969.437500 Penalty: 2645.507812
	Iteration 9Q: 3 clusters Score -269969.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -269996.187500 Penalty: 2645.507812
	Iteration 10Q: 3 clusters Score -269996.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -270014.687500 Penalty: 2645.507812
	Iteration 11Q: 3 clusters Score -270014.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -270022.781250 Penalty: 2645.507812
	Iteration 12Q: 3 clusters Score -270022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -270027.500000 Penalty: 2645.507812
	Iteration 13Q: 3 clusters Score -270027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -270031.125000 Penalty: 2645.507812
	Iteration 14Q: 3 clusters Score -270031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -270033.718750 Penalty: 2645.507812
	Iteration 15Q: 3 clusters Score -270033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -270036.687500 Penalty: 2645.507812
	Iteration 16Q: 3 clusters Score -270036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -270041.968750 Penalty: 2645.507812
	Iteration 17Q: 3 clusters Score -270042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -270044.843750 Penalty: 2645.507812
	Iteration 18Q: 3 clusters Score -270044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -270045.312500 Penalty: 2645.507812
	Iteration 19Q: 3 clusters Score -270045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -270046.218750 Penalty: 2645.507812
	Iteration 20F: 3 clusters Score -270046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -270047.281250 Penalty: 2645.507812
	Iteration 21Q: 3 clusters Score -270047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -270047.281250 Penalty: 2645.507812
	Iteration 22F: 3 clusters Score -270047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -110530.351562 Penalty: 1200.804199
	Iteration 0F: 2 clusters Score -110530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -108670.976562 Penalty: 2401.608398
	Iteration 0F: 3 clusters Score -108671 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -109154.718750 Penalty: 2401.608398
	Iteration 1F: 3 clusters Score -109154.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -109442.835938 Penalty: 2401.608398
	Iteration 2F: 3 clusters Score -109442.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -109653.109375 Penalty: 2401.608398
	Iteration 3F: 3 clusters Score -109653.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -109825.867188 Penalty: 2401.608398
	Iteration 4F: 3 clusters Score -109825.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -109964.773438 Penalty: 2401.608398
	Iteration 5F: 3 clusters Score -109964.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -110051.164062 Penalty: 2401.608398
	Iteration 6Q: 3 clusters Score -110051.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -110098.429688 Penalty: 2401.608398
	Iteration 7Q: 3 clusters Score -110098.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110140.726562 Penalty: 2401.608398
	Iteration 8Q: 3 clusters Score -110140.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -110178.242188 Penalty: 2401.608398
	Iteration 9Q: 3 clusters Score -110178.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -110201.343750 Penalty: 2401.608398
	Iteration 10Q: 3 clusters Score -110201.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -110221.328125 Penalty: 2401.608398
	Iteration 11Q: 3 clusters Score -110221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -110241.226562 Penalty: 2401.608398
	Iteration 12Q: 3 clusters Score -110241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -110266.742188 Penalty: 2401.608398
	Iteration 13Q: 3 clusters Score -110266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -110279.765625 Penalty: 2401.608398
	Iteration 14Q: 3 clusters Score -110279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -110286.242188 Penalty: 2401.608398
	Iteration 15Q: 3 clusters Score -110286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -110289.281250 Penalty: 2401.608398
	Iteration 16Q: 3 clusters Score -110289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -110291.851562 Penalty: 2401.608398
	Iteration 17Q: 3 clusters Score -110291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -110296.085938 Penalty: 2401.608398
	Iteration 18F: 3 clusters Score -110296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -110304.703125 Penalty: 2401.608398
	Iteration 19Q: 3 clusters Score -110304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -110319.773438 Penalty: 2401.608398
	Iteration 20F: 3 clusters Score -110319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -110328.109375 Penalty: 2401.608398
	Iteration 21Q: 3 clusters Score -110328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -110333.226562 Penalty: 2401.608398
	Iteration 22Q: 3 clusters Score -110333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110337.023438 Penalty: 2401.608398
	Iteration 23Q: 3 clusters Score -110337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -110339.601562 Penalty: 2401.608398
	Iteration 24Q: 3 clusters Score -110339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -110345.171875 Penalty: 2401.608398
	Iteration 25Q: 3 clusters Score -110345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110346.984375 Penalty: 2401.608398
	Iteration 26Q: 3 clusters Score -110347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -110347.453125 Penalty: 2401.608398
	Iteration 27Q: 3 clusters Score -110347.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -110347.453125 Penalty: 2401.608398
	Iteration 28F: 3 clusters Score -110347.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -388363.812500 Penalty: 1372.320923
	Iteration 0F: 2 clusters Score -388363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -384582.968750 Penalty: 2744.641846
	Iteration 0F: 3 clusters Score -384583 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -385646.968750 Penalty: 2744.641846
	Iteration 1F: 3 clusters Score -385647 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -385822.250000 Penalty: 2744.641846
	Iteration 2F: 3 clusters Score -385822.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -385952.375000 Penalty: 2744.641846
	Iteration 3F: 3 clusters Score -385952.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -386063.031250 Penalty: 2744.641846
	Iteration 4Q: 3 clusters Score -386063 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -386166.906250 Penalty: 2744.641846
	Iteration 5Q: 3 clusters Score -386166.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -386261.906250 Penalty: 2744.641846
	Iteration 6Q: 3 clusters Score -386261.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -386360.000000 Penalty: 2744.641846
	Iteration 7Q: 3 clusters Score -386360 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -386481.843750 Penalty: 2744.641846
	Iteration 8Q: 3 clusters Score -386481.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -386635.156250 Penalty: 2744.641846
	Iteration 9Q: 3 clusters Score -386635.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -386775.031250 Penalty: 2744.641846
	Iteration 10Q: 3 clusters Score -386775 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -386888.625000 Penalty: 2744.641846
	Iteration 11Q: 3 clusters Score -386888.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -386986.593750 Penalty: 2744.641846
	Iteration 12Q: 3 clusters Score -386986.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -387070.312500 Penalty: 2744.641846
	Iteration 13Q: 3 clusters Score -387070.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -387130.656250 Penalty: 2744.641846
	Iteration 14Q: 3 clusters Score -387130.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -387169.593750 Penalty: 2744.641846
	Iteration 15Q: 3 clusters Score -387169.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -387192.718750 Penalty: 2744.641846
	Iteration 16Q: 3 clusters Score -387192.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -387214.156250 Penalty: 2744.641846
	Iteration 17Q: 3 clusters Score -387214.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -387231.343750 Penalty: 2744.641846
	Iteration 18Q: 3 clusters Score -387231.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -387247.093750 Penalty: 2744.641846
	Iteration 19Q: 3 clusters Score -387247.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -387256.468750 Penalty: 2744.641846
	Iteration 20F: 3 clusters Score -387256.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -387265.812500 Penalty: 2744.641846
	Iteration 21Q: 3 clusters Score -387265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -387271.375000 Penalty: 2744.641846
	Iteration 22Q: 3 clusters Score -387271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -387275.625000 Penalty: 2744.641846
	Iteration 23Q: 3 clusters Score -387275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -387279.406250 Penalty: 2744.641846
	Iteration 24Q: 3 clusters Score -387279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -387284.968750 Penalty: 2744.641846
	Iteration 25Q: 3 clusters Score -387285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -387293.500000 Penalty: 2744.641846
	Iteration 26Q: 3 clusters Score -387293.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -387298.625000 Penalty: 2744.641846
	Iteration 27Q: 3 clusters Score -387298.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -387303.906250 Penalty: 2744.641846
	Iteration 28Q: 3 clusters Score -387303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -387307.968750 Penalty: 2744.641846
	Iteration 29Q: 3 clusters Score -387308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -387312.937500 Penalty: 2744.641846
	Iteration 30Q: 3 clusters Score -387312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -387314.718750 Penalty: 2744.641846
	Iteration 31Q: 3 clusters Score -387314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -387318.781250 Penalty: 2744.641846
	Iteration 32Q: 3 clusters Score -387318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -387320.937500 Penalty: 2744.641846
	Iteration 33Q: 3 clusters Score -387320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -387323.343750 Penalty: 2744.641846
	Iteration 34Q: 3 clusters Score -387323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -387326.500000 Penalty: 2744.641846
	Iteration 35Q: 3 clusters Score -387326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -387328.718750 Penalty: 2744.641846
	Iteration 36Q: 3 clusters Score -387328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -387330.187500 Penalty: 2744.641846
	Iteration 37Q: 3 clusters Score -387330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -387331.312500 Penalty: 2744.641846
	Iteration 38Q: 3 clusters Score -387331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -387332.156250 Penalty: 2744.641846
	Iteration 39Q: 3 clusters Score -387332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -387334.125000 Penalty: 2744.641846
	Iteration 40F: 3 clusters Score -387334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -387333.906250 Penalty: 2744.641846
	Iteration 41Q: 3 clusters Score -387333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -387336.718750 Penalty: 2744.641846
	Iteration 42Q: 3 clusters Score -387336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -387337.062500 Penalty: 2744.641846
	Iteration 43Q: 3 clusters Score -387337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -387337.968750 Penalty: 2744.641846
	Iteration 44Q: 3 clusters Score -387338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -387338.218750 Penalty: 2744.641846
	Iteration 45Q: 3 clusters Score -387338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -387338.375000 Penalty: 2744.641846
	Iteration 46Q: 3 clusters Score -387338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -387339.468750 Penalty: 2744.641846
	Iteration 47Q: 3 clusters Score -387339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -387340.187500 Penalty: 2744.641846
	Iteration 48Q: 3 clusters Score -387340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -387340.218750 Penalty: 2744.641846
	Iteration 49Q: 3 clusters Score -387340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -387341.062500 Penalty: 2744.641846
	Iteration 50Q: 3 clusters Score -387341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -387342.062500 Penalty: 2744.641846
	Iteration 51Q: 3 clusters Score -387342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -387341.562500 Penalty: 2744.641846
	Iteration 52Q: 3 clusters Score -387341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -387342.187500 Penalty: 2744.641846
	Iteration 53Q: 3 clusters Score -387342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -387343.218750 Penalty: 2744.641846
	Iteration 54Q: 3 clusters Score -387343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -387344.281250 Penalty: 2744.641846
	Iteration 55Q: 3 clusters Score -387344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -387344.281250 Penalty: 2744.641846
	Iteration 56F: 3 clusters Score -387344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Entering Unmasked Estep 
Score: -5430942.500000 Penalty: 1796.307861
	Iteration 0F: 2 clusters Score -5430942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -5388585.500000 Penalty: 3592.615723
	Iteration 0F: 3 clusters Score -5388586 nChanged 29935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5405696.000000 Penalty: 3592.615723
	Iteration 1F: 3 clusters Score -5405696 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5406438.000000 Penalty: 3592.615723
	Iteration 2Q: 3 clusters Score -5406438 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5407690.000000 Penalty: 3592.615723
	Iteration 3Q: 3 clusters Score -5407690 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5409712.500000 Penalty: 3592.615723
	Iteration 4F: 3 clusters Score -5409712 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5413046.500000 Penalty: 3592.615723
	Iteration 5F: 3 clusters Score -5413046 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5417666.500000 Penalty: 3592.615723
	Iteration 6F: 3 clusters Score -5417666 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5422513.000000 Penalty: 3592.615723
	Iteration 7F: 3 clusters Score -5422513 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5425981.500000 Penalty: 3592.615723
	Iteration 8F: 3 clusters Score -5425982 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5427906.500000 Penalty: 3592.615723
	Iteration 9Q: 3 clusters Score -5427906 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5428811.500000 Penalty: 3592.615723
	Iteration 10Q: 3 clusters Score -5428812 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5429185.000000 Penalty: 3592.615723
	Iteration 11Q: 3 clusters Score -5429185 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5429356.500000 Penalty: 3592.615723
	Iteration 12Q: 3 clusters Score -5429356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5429446.000000 Penalty: 3592.615723
	Iteration 13Q: 3 clusters Score -5429446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5429500.500000 Penalty: 3592.615723
	Iteration 14Q: 3 clusters Score -5429500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5429565.500000 Penalty: 3592.615723
	Iteration 15Q: 3 clusters Score -5429566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5429611.000000 Penalty: 3592.615723
	Iteration 16Q: 3 clusters Score -5429611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5429639.000000 Penalty: 3592.615723
	Iteration 17Q: 3 clusters Score -5429639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5429671.500000 Penalty: 3592.615723
	Iteration 18Q: 3 clusters Score -5429672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5429684.000000 Penalty: 3592.615723
	Iteration 19Q: 3 clusters Score -5429684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5429700.500000 Penalty: 3592.615723
	Iteration 20F: 3 clusters Score -5429700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5429706.500000 Penalty: 3592.615723
	Iteration 21Q: 3 clusters Score -5429706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5429708.000000 Penalty: 3592.615723
	Iteration 22Q: 3 clusters Score -5429708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5429711.000000 Penalty: 3592.615723
	Iteration 23Q: 3 clusters Score -5429711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5429707.000000 Penalty: 3592.615723
	Iteration 24Q: 3 clusters Score -5429707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5429703.000000 Penalty: 3592.615723
	Iteration 25Q: 3 clusters Score -5429703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5429709.000000 Penalty: 3592.615723
	Iteration 26Q: 3 clusters Score -5429709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5429713.500000 Penalty: 3592.615723
	Iteration 27Q: 3 clusters Score -5429714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 3592.615723
	Iteration 28Q: 3 clusters Score -5429718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5429710.000000 Penalty: 3592.615723
	Iteration 29Q: 3 clusters Score -5429710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5429717.000000 Penalty: 3592.615723
	Iteration 30Q: 3 clusters Score -5429717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5429714.000000 Penalty: 3592.615723
	Iteration 31Q: 3 clusters Score -5429714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5429711.000000 Penalty: 3592.615723
	Iteration 32Q: 3 clusters Score -5429711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 3592.615723
	Iteration 33Q: 3 clusters Score -5429718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 3592.615723
	Iteration 34Q: 3 clusters Score -5429718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 3592.615723
	Iteration 35F: 3 clusters Score -5429718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -191345.000000 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -191345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -189034.125000 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -189034.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -189528.734375 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -189528.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -189675.703125 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -189675.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -189785.890625 Penalty: 2519.508789
	Iteration 3F: 3 clusters Score -189785.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -189893.343750 Penalty: 2519.508789
	Iteration 4F: 3 clusters Score -189893.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -189984.671875 Penalty: 2519.508789
	Iteration 5Q: 3 clusters Score -189984.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -190065.468750 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -190065.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -190191.500000 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -190191.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -190351.546875 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -190351.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -190510.531250 Penalty: 2519.508789
	Iteration 9F: 3 clusters Score -190510.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -190598.578125 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -190598.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -190651.578125 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -190651.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -190682.750000 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -190682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -190714.218750 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -190714.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -190734.281250 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -190734.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -190742.109375 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -190742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -190748.968750 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -190749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -190755.484375 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -190755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -190757.421875 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -190757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -190757.062500 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -190757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -190757.062500 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -190757.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1828364.250000 Penalty: 1619.946411
	Iteration 0F: 2 clusters Score -1828364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1813856.125000 Penalty: 3239.892822
	Iteration 0F: 3 clusters Score -1813856 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1819320.500000 Penalty: 3239.892822
	Iteration 1F: 3 clusters Score -1819320 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1819991.125000 Penalty: 3239.892822
	Iteration 2F: 3 clusters Score -1819991 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1820844.875000 Penalty: 3239.892822
	Iteration 3F: 3 clusters Score -1820845 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1821823.000000 Penalty: 3239.892822
	Iteration 4F: 3 clusters Score -1821823 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1822895.250000 Penalty: 3239.892822
	Iteration 5F: 3 clusters Score -1822895 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1823991.500000 Penalty: 3239.892822
	Iteration 6F: 3 clusters Score -1823992 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1824876.875000 Penalty: 3239.892822
	Iteration 7F: 3 clusters Score -1824877 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1825581.250000 Penalty: 3239.892822
	Iteration 8Q: 3 clusters Score -1825581 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1826026.500000 Penalty: 3239.892822
	Iteration 9Q: 3 clusters Score -1826026 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1826281.500000 Penalty: 3239.892822
	Iteration 10Q: 3 clusters Score -1826282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1826475.750000 Penalty: 3239.892822
	Iteration 11Q: 3 clusters Score -1826476 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1826644.750000 Penalty: 3239.892822
	Iteration 12Q: 3 clusters Score -1826645 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1826768.250000 Penalty: 3239.892822
	Iteration 13Q: 3 clusters Score -1826768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1826860.625000 Penalty: 3239.892822
	Iteration 14Q: 3 clusters Score -1826861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1826921.375000 Penalty: 3239.892822
	Iteration 15Q: 3 clusters Score -1826921 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1826950.750000 Penalty: 3239.892822
	Iteration 16Q: 3 clusters Score -1826951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1826986.500000 Penalty: 3239.892822
	Iteration 17Q: 3 clusters Score -1826986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1827004.875000 Penalty: 3239.892822
	Iteration 18Q: 3 clusters Score -1827005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1827022.250000 Penalty: 3239.892822
	Iteration 19Q: 3 clusters Score -1827022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1827034.375000 Penalty: 3239.892822
	Iteration 20F: 3 clusters Score -1827034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1827049.125000 Penalty: 3239.892822
	Iteration 21Q: 3 clusters Score -1827049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1827067.000000 Penalty: 3239.892822
	Iteration 22Q: 3 clusters Score -1827067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1827072.750000 Penalty: 3239.892822
	Iteration 23Q: 3 clusters Score -1827073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1827082.000000 Penalty: 3239.892822
	Iteration 24Q: 3 clusters Score -1827082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1827092.000000 Penalty: 3239.892822
	Iteration 25Q: 3 clusters Score -1827092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1827095.750000 Penalty: 3239.892822
	Iteration 26Q: 3 clusters Score -1827096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1827111.875000 Penalty: 3239.892822
	Iteration 27Q: 3 clusters Score -1827112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1827120.625000 Penalty: 3239.892822
	Iteration 28Q: 3 clusters Score -1827121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1827119.625000 Penalty: 3239.892822
	Iteration 29Q: 3 clusters Score -1827120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1827131.750000 Penalty: 3239.892822
	Iteration 30Q: 3 clusters Score -1827132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1827134.625000 Penalty: 3239.892822
	Iteration 31Q: 3 clusters Score -1827135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1827139.625000 Penalty: 3239.892822
	Iteration 32Q: 3 clusters Score -1827140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1827150.500000 Penalty: 3239.892822
	Iteration 33Q: 3 clusters Score -1827150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1827162.625000 Penalty: 3239.892822
	Iteration 34Q: 3 clusters Score -1827163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1827169.875000 Penalty: 3239.892822
	Iteration 35Q: 3 clusters Score -1827170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1827172.125000 Penalty: 3239.892822
	Iteration 36Q: 3 clusters Score -1827172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1827183.625000 Penalty: 3239.892822
	Iteration 37Q: 3 clusters Score -1827184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1827190.375000 Penalty: 3239.892822
	Iteration 38Q: 3 clusters Score -1827190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1827203.625000 Penalty: 3239.892822
	Iteration 39Q: 3 clusters Score -1827204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1827210.500000 Penalty: 3239.892822
	Iteration 40F: 3 clusters Score -1827210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1827223.375000 Penalty: 3239.892822
	Iteration 41Q: 3 clusters Score -1827223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1827225.500000 Penalty: 3239.892822
	Iteration 42Q: 3 clusters Score -1827226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1827231.875000 Penalty: 3239.892822
	Iteration 43Q: 3 clusters Score -1827232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1827233.375000 Penalty: 3239.892822
	Iteration 44Q: 3 clusters Score -1827233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1827244.875000 Penalty: 3239.892822
	Iteration 45Q: 3 clusters Score -1827245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1827248.875000 Penalty: 3239.892822
	Iteration 46Q: 3 clusters Score -1827249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1827259.000000 Penalty: 3239.892822
	Iteration 47Q: 3 clusters Score -1827259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1827261.250000 Penalty: 3239.892822
	Iteration 48Q: 3 clusters Score -1827261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1827263.750000 Penalty: 3239.892822
	Iteration 49Q: 3 clusters Score -1827264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1827265.000000 Penalty: 3239.892822
	Iteration 50Q: 3 clusters Score -1827265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1827271.875000 Penalty: 3239.892822
	Iteration 51Q: 3 clusters Score -1827272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1827274.250000 Penalty: 3239.892822
	Iteration 52Q: 3 clusters Score -1827274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1827276.750000 Penalty: 3239.892822
	Iteration 53Q: 3 clusters Score -1827277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1827276.125000 Penalty: 3239.892822
	Iteration 54Q: 3 clusters Score -1827276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1827275.625000 Penalty: 3239.892822
	Iteration 55Q: 3 clusters Score -1827276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1827278.000000 Penalty: 3239.892822
	Iteration 56Q: 3 clusters Score -1827278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1827277.875000 Penalty: 3239.892822
	Iteration 57Q: 3 clusters Score -1827278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1827278.625000 Penalty: 3239.892822
	Iteration 58Q: 3 clusters Score -1827279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1827277.375000 Penalty: 3239.892822
	Iteration 59Q: 3 clusters Score -1827277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1827280.375000 Penalty: 3239.892822
	Iteration 60F: 3 clusters Score -1827280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1827277.750000 Penalty: 3239.892822
	Iteration 61Q: 3 clusters Score -1827278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1827277.000000 Penalty: 3239.892822
	Iteration 62Q: 3 clusters Score -1827277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1827277.000000 Penalty: 3239.892822
	Iteration 63Q: 3 clusters Score -1827277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1827278.125000 Penalty: 3239.892822
	Iteration 64Q: 3 clusters Score -1827278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1827278.125000 Penalty: 3239.892822
	Iteration 65F: 3 clusters Score -1827278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -167095.812500 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -167095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -164892.531250 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -164892.5 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165430.437500 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -165430.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165557.687500 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -165557.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165631.687500 Penalty: 2497.704102
	Iteration 3Q: 3 clusters Score -165631.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -165694.890625 Penalty: 2497.704102
	Iteration 4Q: 3 clusters Score -165694.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165772.656250 Penalty: 2497.704102
	Iteration 5Q: 3 clusters Score -165772.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165854.359375 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -165854.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165923.187500 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -165923.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165985.546875 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -165985.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166025.109375 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -166025.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166068.812500 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -166068.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166111.156250 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -166111.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -166151.890625 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -166151.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -166187.062500 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -166187.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -166210.296875 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -166210.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -166228.312500 Penalty: 2497.704102
	Iteration 15Q: 3 clusters Score -166228.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166249.687500 Penalty: 2497.704102
	Iteration 16Q: 3 clusters Score -166249.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -166275.906250 Penalty: 2497.704102
	Iteration 17Q: 3 clusters Score -166275.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166293.968750 Penalty: 2497.704102
	Iteration 18Q: 3 clusters Score -166294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -166310.203125 Penalty: 2497.704102
	Iteration 19Q: 3 clusters Score -166310.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -166321.078125 Penalty: 2497.704102
	Iteration 20F: 3 clusters Score -166321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -166327.468750 Penalty: 2497.704102
	Iteration 21Q: 3 clusters Score -166327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -166335.015625 Penalty: 2497.704102
	Iteration 22Q: 3 clusters Score -166335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -166341.218750 Penalty: 2497.704102
	Iteration 23Q: 3 clusters Score -166341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -166345.265625 Penalty: 2497.704102
	Iteration 24Q: 3 clusters Score -166345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -166349.562500 Penalty: 2497.704102
	Iteration 25Q: 3 clusters Score -166349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -166351.890625 Penalty: 2497.704102
	Iteration 26Q: 3 clusters Score -166351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -166355.046875 Penalty: 2497.704102
	Iteration 27Q: 3 clusters Score -166355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -166358.375000 Penalty: 2497.704102
	Iteration 28Q: 3 clusters Score -166358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166358.375000 Penalty: 2497.704102
	Iteration 29Q: 3 clusters Score -166358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166358.921875 Penalty: 2497.704102
	Iteration 30Q: 3 clusters Score -166358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -166359.656250 Penalty: 2497.704102
	Iteration 31Q: 3 clusters Score -166359.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -166359.656250 Penalty: 2497.704102
	Iteration 32F: 3 clusters Score -166359.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Entering Unmasked Estep 
Score: -2202699.500000 Penalty: 1664.942505
	Iteration 0F: 2 clusters Score -2202700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2183616.750000 Penalty: 3329.885010
	Iteration 0F: 3 clusters Score -2183617 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2191012.250000 Penalty: 3329.885010
	Iteration 1F: 3 clusters Score -2191012 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2191569.750000 Penalty: 3329.885010
	Iteration 2F: 3 clusters Score -2191570 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2192142.750000 Penalty: 3329.885010
	Iteration 3F: 3 clusters Score -2192143 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2192735.500000 Penalty: 3329.885010
	Iteration 4F: 3 clusters Score -2192736 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2193458.500000 Penalty: 3329.885010
	Iteration 5F: 3 clusters Score -2193458 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2194401.250000 Penalty: 3329.885010
	Iteration 6F: 3 clusters Score -2194401 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2195584.250000 Penalty: 3329.885010
	Iteration 7F: 3 clusters Score -2195584 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2196941.000000 Penalty: 3329.885010
	Iteration 8F: 3 clusters Score -2196941 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2198307.750000 Penalty: 3329.885010
	Iteration 9F: 3 clusters Score -2198308 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2199403.250000 Penalty: 3329.885010
	Iteration 10Q: 3 clusters Score -2199403 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2200069.000000 Penalty: 3329.885010
	Iteration 11Q: 3 clusters Score -2200069 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2200481.750000 Penalty: 3329.885010
	Iteration 12Q: 3 clusters Score -2200482 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2200695.250000 Penalty: 3329.885010
	Iteration 13Q: 3 clusters Score -2200695 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2200813.000000 Penalty: 3329.885010
	Iteration 14Q: 3 clusters Score -2200813 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2200911.250000 Penalty: 3329.885010
	Iteration 15Q: 3 clusters Score -2200911 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2201009.500000 Penalty: 3329.885010
	Iteration 16Q: 3 clusters Score -2201010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2201074.750000 Penalty: 3329.885010
	Iteration 17Q: 3 clusters Score -2201075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2201158.500000 Penalty: 3329.885010
	Iteration 18Q: 3 clusters Score -2201158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2201240.750000 Penalty: 3329.885010
	Iteration 19Q: 3 clusters Score -2201241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2201307.000000 Penalty: 3329.885010
	Iteration 20F: 3 clusters Score -2201307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2201387.250000 Penalty: 3329.885010
	Iteration 21Q: 3 clusters Score -2201387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2201463.250000 Penalty: 3329.885010
	Iteration 22Q: 3 clusters Score -2201463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2201511.250000 Penalty: 3329.885010
	Iteration 23Q: 3 clusters Score -2201511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2201532.500000 Penalty: 3329.885010
	Iteration 24Q: 3 clusters Score -2201532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2201552.750000 Penalty: 3329.885010
	Iteration 25Q: 3 clusters Score -2201553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2201576.750000 Penalty: 3329.885010
	Iteration 26Q: 3 clusters Score -2201577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2201592.750000 Penalty: 3329.885010
	Iteration 27Q: 3 clusters Score -2201593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2201602.000000 Penalty: 3329.885010
	Iteration 28Q: 3 clusters Score -2201602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2201610.250000 Penalty: 3329.885010
	Iteration 29Q: 3 clusters Score -2201610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2201618.250000 Penalty: 3329.885010
	Iteration 30Q: 3 clusters Score -2201618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2201623.500000 Penalty: 3329.885010
	Iteration 31Q: 3 clusters Score -2201624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2201626.750000 Penalty: 3329.885010
	Iteration 32Q: 3 clusters Score -2201627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2201627.000000 Penalty: 3329.885010
	Iteration 33Q: 3 clusters Score -2201627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2201631.500000 Penalty: 3329.885010
	Iteration 34Q: 3 clusters Score -2201632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2201634.750000 Penalty: 3329.885010
	Iteration 35Q: 3 clusters Score -2201635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2201635.000000 Penalty: 3329.885010
	Iteration 36Q: 3 clusters Score -2201635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2201636.250000 Penalty: 3329.885010
	Iteration 37Q: 3 clusters Score -2201636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2201637.000000 Penalty: 3329.885010
	Iteration 38Q: 3 clusters Score -2201637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2201640.500000 Penalty: 3329.885010
	Iteration 39Q: 3 clusters Score -2201640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2201641.250000 Penalty: 3329.885010
	Iteration 40F: 3 clusters Score -2201641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2201640.750000 Penalty: 3329.885010
	Iteration 41Q: 3 clusters Score -2201641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2201640.000000 Penalty: 3329.885010
	Iteration 42Q: 3 clusters Score -2201640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2201640.750000 Penalty: 3329.885010
	Iteration 43Q: 3 clusters Score -2201641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2201643.000000 Penalty: 3329.885010
	Iteration 44Q: 3 clusters Score -2201643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2201642.500000 Penalty: 3329.885010
	Iteration 45Q: 3 clusters Score -2201642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2201642.500000 Penalty: 3329.885010
	Iteration 46F: 3 clusters Score -2201642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (209372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209372 members 
Entering Unmasked Estep 
Score: -18022904.000000 Penalty: 1990.928589
	Iteration 0F: 2 clusters Score -1.80229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -17882668.000000 Penalty: 3981.857178
	Iteration 0F: 3 clusters Score -1.788267e+07 nChanged 101597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -17942602.000000 Penalty: 3981.857178
	Iteration 1F: 3 clusters Score -1.79426e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -17944460.000000 Penalty: 3981.857178
	Iteration 2Q: 3 clusters Score -1.794446e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -17946914.000000 Penalty: 3981.857178
	Iteration 3Q: 3 clusters Score -1.794691e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -17950642.000000 Penalty: 3981.857178
	Iteration 4Q: 3 clusters Score -1.795064e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -17955942.000000 Penalty: 3981.857178
	Iteration 5F: 3 clusters Score -1.795594e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -17962174.000000 Penalty: 3981.857178
	Iteration 6F: 3 clusters Score -1.796217e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126081 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -17968506.000000 Penalty: 3981.857178
	Iteration 7F: 3 clusters Score -1.796851e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -17973990.000000 Penalty: 3981.857178
	Iteration 8F: 3 clusters Score -1.797399e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -17978430.000000 Penalty: 3981.857178
	Iteration 9Q: 3 clusters Score -1.797843e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -17981816.000000 Penalty: 3981.857178
	Iteration 10Q: 3 clusters Score -1.798182e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -17985044.000000 Penalty: 3981.857178
	Iteration 11Q: 3 clusters Score -1.798504e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159532 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -17988662.000000 Penalty: 3981.857178
	Iteration 12Q: 3 clusters Score -1.798866e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167589 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -17993262.000000 Penalty: 3981.857178
	Iteration 13Q: 3 clusters Score -1.799326e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176021 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -17998902.000000 Penalty: 3981.857178
	Iteration 14Q: 3 clusters Score -1.79989e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184083 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -18004898.000000 Penalty: 3981.857178
	Iteration 15Q: 3 clusters Score -1.80049e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -18010122.000000 Penalty: 3981.857178
	Iteration 16Q: 3 clusters Score -1.801012e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195876 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -18013804.000000 Penalty: 3981.857178
	Iteration 17Q: 3 clusters Score -1.80138e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199445 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -18016302.000000 Penalty: 3981.857178
	Iteration 18Q: 3 clusters Score -1.80163e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201868 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -18017886.000000 Penalty: 3981.857178
	Iteration 19Q: 3 clusters Score -1.801789e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203619 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -18018864.000000 Penalty: 3981.857178
	Iteration 20F: 3 clusters Score -1.801886e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204903 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18019560.000000 Penalty: 3981.857178
	Iteration 21Q: 3 clusters Score -1.801956e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205855 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -18020148.000000 Penalty: 3981.857178
	Iteration 22Q: 3 clusters Score -1.802015e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206595 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -18020496.000000 Penalty: 3981.857178
	Iteration 23Q: 3 clusters Score -1.80205e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207111 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -18020712.000000 Penalty: 3981.857178
	Iteration 24Q: 3 clusters Score -1.802071e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207479 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18020840.000000 Penalty: 3981.857178
	Iteration 25Q: 3 clusters Score -1.802084e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207756 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -18020942.000000 Penalty: 3981.857178
	Iteration 26Q: 3 clusters Score -1.802094e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207924 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -18021044.000000 Penalty: 3981.857178
	Iteration 27Q: 3 clusters Score -1.802104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208060 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18021112.000000 Penalty: 3981.857178
	Iteration 28Q: 3 clusters Score -1.802111e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -18021200.000000 Penalty: 3981.857178
	Iteration 29Q: 3 clusters Score -1.80212e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208245 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18021230.000000 Penalty: 3981.857178
	Iteration 30Q: 3 clusters Score -1.802123e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208318 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -18021248.000000 Penalty: 3981.857178
	Iteration 31Q: 3 clusters Score -1.802125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208374 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -18021262.000000 Penalty: 3981.857178
	Iteration 32Q: 3 clusters Score -1.802126e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208426 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -18021250.000000 Penalty: 3981.857178
	Iteration 33Q: 3 clusters Score -1.802125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208466 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18021280.000000 Penalty: 3981.857178
	Iteration 34Q: 3 clusters Score -1.802128e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208506 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -18021294.000000 Penalty: 3981.857178
	Iteration 35Q: 3 clusters Score -1.802129e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -18021324.000000 Penalty: 3981.857178
	Iteration 36Q: 3 clusters Score -1.802132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208562 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18021334.000000 Penalty: 3981.857178
	Iteration 37Q: 3 clusters Score -1.802133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208578 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18021356.000000 Penalty: 3981.857178
	Iteration 38Q: 3 clusters Score -1.802136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208591 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -18021334.000000 Penalty: 3981.857178
	Iteration 39Q: 3 clusters Score -1.802133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208604 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18021346.000000 Penalty: 3981.857178
	Iteration 40F: 3 clusters Score -1.802135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208608 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -18021360.000000 Penalty: 3981.857178
	Iteration 41Q: 3 clusters Score -1.802136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208618 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18021360.000000 Penalty: 3981.857178
	Iteration 42Q: 3 clusters Score -1.802136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208627 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -18021372.000000 Penalty: 3981.857178
	Iteration 43Q: 3 clusters Score -1.802137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208639 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18021384.000000 Penalty: 3981.857178
	Iteration 44Q: 3 clusters Score -1.802138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208650 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18021388.000000 Penalty: 3981.857178
	Iteration 45Q: 3 clusters Score -1.802139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208655 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -18021384.000000 Penalty: 3981.857178
	Iteration 46Q: 3 clusters Score -1.802138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208659 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -18021376.000000 Penalty: 3981.857178
	Iteration 47Q: 3 clusters Score -1.802138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -18021382.000000 Penalty: 3981.857178
	Iteration 48Q: 3 clusters Score -1.802138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208665 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18021392.000000 Penalty: 3981.857178
	Iteration 49Q: 3 clusters Score -1.802139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208669 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18021392.000000 Penalty: 3981.857178
	Iteration 50Q: 3 clusters Score -1.802139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208673 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18021402.000000 Penalty: 3981.857178
	Iteration 51Q: 3 clusters Score -1.80214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18021398.000000 Penalty: 3981.857178
	Iteration 52Q: 3 clusters Score -1.80214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18021398.000000 Penalty: 3981.857178
	Iteration 53Q: 3 clusters Score -1.80214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208691 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18021392.000000 Penalty: 3981.857178
	Iteration 54Q: 3 clusters Score -1.802139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -18021382.000000 Penalty: 3981.857178
	Iteration 55Q: 3 clusters Score -1.802138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18021386.000000 Penalty: 3981.857178
	Iteration 56Q: 3 clusters Score -1.802139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18021398.000000 Penalty: 3981.857178
	Iteration 57Q: 3 clusters Score -1.80214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18021406.000000 Penalty: 3981.857178
	Iteration 58Q: 3 clusters Score -1.802141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18021412.000000 Penalty: 3981.857178
	Iteration 59Q: 3 clusters Score -1.802141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208690 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18021396.000000 Penalty: 3981.857178
	Iteration 60F: 3 clusters Score -1.80214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1041830.875000 Penalty: 1529.565308
	Iteration 0F: 2 clusters Score -1041831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1033195.812500 Penalty: 3059.130615
	Iteration 0F: 3 clusters Score -1033196 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1036117.750000 Penalty: 3059.130615
	Iteration 1F: 3 clusters Score -1036118 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1036391.687500 Penalty: 3059.130615
	Iteration 2F: 3 clusters Score -1036392 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1036610.875000 Penalty: 3059.130615
	Iteration 3Q: 3 clusters Score -1036611 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1036795.937500 Penalty: 3059.130615
	Iteration 4Q: 3 clusters Score -1036796 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1036998.375000 Penalty: 3059.130615
	Iteration 5Q: 3 clusters Score -1036998 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1037259.500000 Penalty: 3059.130615
	Iteration 6Q: 3 clusters Score -1037260 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1037636.625000 Penalty: 3059.130615
	Iteration 7F: 3 clusters Score -1037637 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1038064.750000 Penalty: 3059.130615
	Iteration 8F: 3 clusters Score -1038065 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1038551.500000 Penalty: 3059.130615
	Iteration 9F: 3 clusters Score -1038552 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1039015.812500 Penalty: 3059.130615
	Iteration 10Q: 3 clusters Score -1039016 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1039416.125000 Penalty: 3059.130615
	Iteration 11Q: 3 clusters Score -1039416 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1039705.062500 Penalty: 3059.130615
	Iteration 12Q: 3 clusters Score -1039705 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1039905.250000 Penalty: 3059.130615
	Iteration 13Q: 3 clusters Score -1039905 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1040053.875000 Penalty: 3059.130615
	Iteration 14Q: 3 clusters Score -1040054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1040169.250000 Penalty: 3059.130615
	Iteration 15Q: 3 clusters Score -1040169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1040265.250000 Penalty: 3059.130615
	Iteration 16Q: 3 clusters Score -1040265 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1040336.687500 Penalty: 3059.130615
	Iteration 17Q: 3 clusters Score -1040337 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1040403.875000 Penalty: 3059.130615
	Iteration 18Q: 3 clusters Score -1040404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1040453.875000 Penalty: 3059.130615
	Iteration 19Q: 3 clusters Score -1040454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1040486.937500 Penalty: 3059.130615
	Iteration 20F: 3 clusters Score -1040487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1040501.500000 Penalty: 3059.130615
	Iteration 21Q: 3 clusters Score -1040502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1040512.062500 Penalty: 3059.130615
	Iteration 22Q: 3 clusters Score -1040512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1040516.250000 Penalty: 3059.130615
	Iteration 23Q: 3 clusters Score -1040516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1040520.250000 Penalty: 3059.130615
	Iteration 24Q: 3 clusters Score -1040520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1040521.875000 Penalty: 3059.130615
	Iteration 25Q: 3 clusters Score -1040522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1040521.687500 Penalty: 3059.130615
	Iteration 26Q: 3 clusters Score -1040522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1040521.687500 Penalty: 3059.130615
	Iteration 27F: 3 clusters Score -1040522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159852 members 
Entering Unmasked Estep 
Score: -13811626.000000 Penalty: 1947.075562
	Iteration 0F: 2 clusters Score -1.381163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -13704707.000000 Penalty: 3894.151123
	Iteration 0F: 3 clusters Score -1.370471e+07 nChanged 77026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -13751101.000000 Penalty: 3894.151123
	Iteration 1F: 3 clusters Score -1.37511e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -13753442.000000 Penalty: 3894.151123
	Iteration 2Q: 3 clusters Score -1.375344e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -13757688.000000 Penalty: 3894.151123
	Iteration 3F: 3 clusters Score -1.375769e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -13765401.000000 Penalty: 3894.151123
	Iteration 4F: 3 clusters Score -1.37654e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -13776414.000000 Penalty: 3894.151123
	Iteration 5F: 3 clusters Score -1.377641e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -13788878.000000 Penalty: 3894.151123
	Iteration 6F: 3 clusters Score -1.378888e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -13798598.000000 Penalty: 3894.151123
	Iteration 7F: 3 clusters Score -1.37986e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 153711 members 
Entering Unmasked Estep 
Score: -13804820.000000 Penalty: 3894.151123
	Iteration 8Q: 3 clusters Score -1.380482e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 157136 members 
Entering Unmasked Estep 
Score: -13807887.000000 Penalty: 3894.151123
	Iteration 9Q: 3 clusters Score -1.380789e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -13809183.000000 Penalty: 3894.151123
	Iteration 10Q: 3 clusters Score -1.380918e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -13809629.000000 Penalty: 3894.151123
	Iteration 11Q: 3 clusters Score -1.380963e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -13809812.000000 Penalty: 3894.151123
	Iteration 12Q: 3 clusters Score -1.380981e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -13809889.000000 Penalty: 3894.151123
	Iteration 13Q: 3 clusters Score -1.380989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -13809937.000000 Penalty: 3894.151123
	Iteration 14Q: 3 clusters Score -1.380994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -13809989.000000 Penalty: 3894.151123
	Iteration 15Q: 3 clusters Score -1.380999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -13810012.000000 Penalty: 3894.151123
	Iteration 16Q: 3 clusters Score -1.381001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -13810031.000000 Penalty: 3894.151123
	Iteration 17Q: 3 clusters Score -1.381003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -13810044.000000 Penalty: 3894.151123
	Iteration 18Q: 3 clusters Score -1.381004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -13810041.000000 Penalty: 3894.151123
	Iteration 19Q: 3 clusters Score -1.381004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -13810050.000000 Penalty: 3894.151123
	Iteration 20F: 3 clusters Score -1.381005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159515 members 
Entering Unmasked Estep 
Score: -13810054.000000 Penalty: 3894.151123
	Iteration 21Q: 3 clusters Score -1.381005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -13810055.000000 Penalty: 3894.151123
	Iteration 22Q: 3 clusters Score -1.381006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -13810069.000000 Penalty: 3894.151123
	Iteration 23Q: 3 clusters Score -1.381007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -13810067.000000 Penalty: 3894.151123
	Iteration 24Q: 3 clusters Score -1.381007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159528 members 
Entering Unmasked Estep 
Score: -13810064.000000 Penalty: 3894.151123
	Iteration 25Q: 3 clusters Score -1.381006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159528 members 
Entering Unmasked Estep 
Score: -13810064.000000 Penalty: 3894.151123
	Iteration 26F: 3 clusters Score -1.381006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -567021.687500 Penalty: 1439.715820
	Iteration 0F: 2 clusters Score -567021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -561803.250000 Penalty: 2879.431641
	Iteration 0F: 3 clusters Score -561803.2 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -563312.750000 Penalty: 2879.431641
	Iteration 1F: 3 clusters Score -563312.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -563533.250000 Penalty: 2879.431641
	Iteration 2F: 3 clusters Score -563533.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -563715.000000 Penalty: 2879.431641
	Iteration 3F: 3 clusters Score -563715 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -563889.187500 Penalty: 2879.431641
	Iteration 4Q: 3 clusters Score -563889.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -564089.625000 Penalty: 2879.431641
	Iteration 5Q: 3 clusters Score -564089.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -564306.000000 Penalty: 2879.431641
	Iteration 6Q: 3 clusters Score -564306 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -564531.000000 Penalty: 2879.431641
	Iteration 7Q: 3 clusters Score -564531 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -564788.125000 Penalty: 2879.431641
	Iteration 8Q: 3 clusters Score -564788.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -565063.937500 Penalty: 2879.431641
	Iteration 9Q: 3 clusters Score -565063.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -565300.750000 Penalty: 2879.431641
	Iteration 10Q: 3 clusters Score -565300.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -565510.062500 Penalty: 2879.431641
	Iteration 11Q: 3 clusters Score -565510.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -565669.312500 Penalty: 2879.431641
	Iteration 12Q: 3 clusters Score -565669.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -565792.062500 Penalty: 2879.431641
	Iteration 13Q: 3 clusters Score -565792.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -565887.375000 Penalty: 2879.431641
	Iteration 14Q: 3 clusters Score -565887.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -565959.000000 Penalty: 2879.431641
	Iteration 15Q: 3 clusters Score -565959 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -566015.437500 Penalty: 2879.431641
	Iteration 16Q: 3 clusters Score -566015.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -566058.375000 Penalty: 2879.431641
	Iteration 17Q: 3 clusters Score -566058.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -566092.312500 Penalty: 2879.431641
	Iteration 18Q: 3 clusters Score -566092.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -566122.625000 Penalty: 2879.431641
	Iteration 19Q: 3 clusters Score -566122.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -566151.875000 Penalty: 2879.431641
	Iteration 20F: 3 clusters Score -566151.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -566178.875000 Penalty: 2879.431641
	Iteration 21Q: 3 clusters Score -566178.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -566199.875000 Penalty: 2879.431641
	Iteration 22Q: 3 clusters Score -566199.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -566213.375000 Penalty: 2879.431641
	Iteration 23Q: 3 clusters Score -566213.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -566224.250000 Penalty: 2879.431641
	Iteration 24Q: 3 clusters Score -566224.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -566237.062500 Penalty: 2879.431641
	Iteration 25Q: 3 clusters Score -566237.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -566243.875000 Penalty: 2879.431641
	Iteration 26Q: 3 clusters Score -566243.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -566252.500000 Penalty: 2879.431641
	Iteration 27Q: 3 clusters Score -566252.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -566257.125000 Penalty: 2879.431641
	Iteration 28Q: 3 clusters Score -566257.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -566261.562500 Penalty: 2879.431641
	Iteration 29Q: 3 clusters Score -566261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -566265.125000 Penalty: 2879.431641
	Iteration 30Q: 3 clusters Score -566265.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -566267.250000 Penalty: 2879.431641
	Iteration 31Q: 3 clusters Score -566267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -566269.062500 Penalty: 2879.431641
	Iteration 32Q: 3 clusters Score -566269.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -566273.250000 Penalty: 2879.431641
	Iteration 33Q: 3 clusters Score -566273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -566275.437500 Penalty: 2879.431641
	Iteration 34Q: 3 clusters Score -566275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -566277.687500 Penalty: 2879.431641
	Iteration 35Q: 3 clusters Score -566277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -566278.750000 Penalty: 2879.431641
	Iteration 36Q: 3 clusters Score -566278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -566282.062500 Penalty: 2879.431641
	Iteration 37Q: 3 clusters Score -566282.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -566283.062500 Penalty: 2879.431641
	Iteration 38Q: 3 clusters Score -566283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -566283.750000 Penalty: 2879.431641
	Iteration 39Q: 3 clusters Score -566283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -566284.937500 Penalty: 2879.431641
	Iteration 40F: 3 clusters Score -566284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -566284.562500 Penalty: 2879.431641
	Iteration 41Q: 3 clusters Score -566284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -566284.562500 Penalty: 2879.431641
	Iteration 42Q: 3 clusters Score -566284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -566284.437500 Penalty: 2879.431641
	Iteration 43Q: 3 clusters Score -566284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -566285.250000 Penalty: 2879.431641
	Iteration 44Q: 3 clusters Score -566285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -566285.250000 Penalty: 2879.431641
	Iteration 45F: 3 clusters Score -566285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Entering Unmasked Estep 
Score: -1795059.250000 Penalty: 1617.330322
	Iteration 0F: 2 clusters Score -1795059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1780679.000000 Penalty: 3234.660645
	Iteration 0F: 3 clusters Score -1780679 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1786097.500000 Penalty: 3234.660645
	Iteration 1F: 3 clusters Score -1786098 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1786551.000000 Penalty: 3234.660645
	Iteration 2F: 3 clusters Score -1786551 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1787034.375000 Penalty: 3234.660645
	Iteration 3F: 3 clusters Score -1787034 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1787711.375000 Penalty: 3234.660645
	Iteration 4F: 3 clusters Score -1787711 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1788620.625000 Penalty: 3234.660645
	Iteration 5F: 3 clusters Score -1788621 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1789761.750000 Penalty: 3234.660645
	Iteration 6F: 3 clusters Score -1789762 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1790958.625000 Penalty: 3234.660645
	Iteration 7F: 3 clusters Score -1790959 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1791938.875000 Penalty: 3234.660645
	Iteration 8F: 3 clusters Score -1791939 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1792629.500000 Penalty: 3234.660645
	Iteration 9Q: 3 clusters Score -1792630 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1793047.250000 Penalty: 3234.660645
	Iteration 10Q: 3 clusters Score -1793047 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1793311.625000 Penalty: 3234.660645
	Iteration 11Q: 3 clusters Score -1793312 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -1793456.000000 Penalty: 3234.660645
	Iteration 12Q: 3 clusters Score -1793456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1793553.250000 Penalty: 3234.660645
	Iteration 13Q: 3 clusters Score -1793553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1793619.125000 Penalty: 3234.660645
	Iteration 14Q: 3 clusters Score -1793619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1793667.750000 Penalty: 3234.660645
	Iteration 15Q: 3 clusters Score -1793668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1793690.000000 Penalty: 3234.660645
	Iteration 16Q: 3 clusters Score -1793690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1793716.000000 Penalty: 3234.660645
	Iteration 17Q: 3 clusters Score -1793716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1793747.875000 Penalty: 3234.660645
	Iteration 18Q: 3 clusters Score -1793748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1793778.000000 Penalty: 3234.660645
	Iteration 19Q: 3 clusters Score -1793778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1793804.750000 Penalty: 3234.660645
	Iteration 20F: 3 clusters Score -1793805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1793832.125000 Penalty: 3234.660645
	Iteration 21Q: 3 clusters Score -1793832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -1793857.375000 Penalty: 3234.660645
	Iteration 22Q: 3 clusters Score -1793857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1793875.375000 Penalty: 3234.660645
	Iteration 23Q: 3 clusters Score -1793875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1793894.125000 Penalty: 3234.660645
	Iteration 24Q: 3 clusters Score -1793894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1793914.750000 Penalty: 3234.660645
	Iteration 25Q: 3 clusters Score -1793915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1793925.625000 Penalty: 3234.660645
	Iteration 26Q: 3 clusters Score -1793926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1793940.250000 Penalty: 3234.660645
	Iteration 27Q: 3 clusters Score -1793940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1793958.500000 Penalty: 3234.660645
	Iteration 28Q: 3 clusters Score -1793958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -1793977.000000 Penalty: 3234.660645
	Iteration 29Q: 3 clusters Score -1793977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1793988.750000 Penalty: 3234.660645
	Iteration 30Q: 3 clusters Score -1793989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1794005.375000 Penalty: 3234.660645
	Iteration 31Q: 3 clusters Score -1794005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1794007.875000 Penalty: 3234.660645
	Iteration 32Q: 3 clusters Score -1794008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1794012.000000 Penalty: 3234.660645
	Iteration 33Q: 3 clusters Score -1794012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1794015.500000 Penalty: 3234.660645
	Iteration 34Q: 3 clusters Score -1794016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1794020.000000 Penalty: 3234.660645
	Iteration 35Q: 3 clusters Score -1794020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1794020.125000 Penalty: 3234.660645
	Iteration 36Q: 3 clusters Score -1794020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1794026.625000 Penalty: 3234.660645
	Iteration 37Q: 3 clusters Score -1794027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -1794029.000000 Penalty: 3234.660645
	Iteration 38Q: 3 clusters Score -1794029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1794035.500000 Penalty: 3234.660645
	Iteration 39Q: 3 clusters Score -1794036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1794038.875000 Penalty: 3234.660645
	Iteration 40F: 3 clusters Score -1794039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1794037.625000 Penalty: 3234.660645
	Iteration 41Q: 3 clusters Score -1794038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -1794045.250000 Penalty: 3234.660645
	Iteration 42Q: 3 clusters Score -1794045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1794044.375000 Penalty: 3234.660645
	Iteration 43Q: 3 clusters Score -1794044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -1794050.750000 Penalty: 3234.660645
	Iteration 44Q: 3 clusters Score -1794051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1794054.375000 Penalty: 3234.660645
	Iteration 45Q: 3 clusters Score -1794054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1794057.250000 Penalty: 3234.660645
	Iteration 46Q: 3 clusters Score -1794057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1794059.375000 Penalty: 3234.660645
	Iteration 47Q: 3 clusters Score -1794059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1794060.750000 Penalty: 3234.660645
	Iteration 48Q: 3 clusters Score -1794061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1794061.750000 Penalty: 3234.660645
	Iteration 49Q: 3 clusters Score -1794062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1794063.500000 Penalty: 3234.660645
	Iteration 50Q: 3 clusters Score -1794064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1794063.500000 Penalty: 3234.660645
	Iteration 51Q: 3 clusters Score -1794064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1794064.125000 Penalty: 3234.660645
	Iteration 52Q: 3 clusters Score -1794064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1794062.125000 Penalty: 3234.660645
	Iteration 53Q: 3 clusters Score -1794062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1794064.750000 Penalty: 3234.660645
	Iteration 54Q: 3 clusters Score -1794065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1794066.125000 Penalty: 3234.660645
	Iteration 55Q: 3 clusters Score -1794066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1794066.125000 Penalty: 3234.660645
	Iteration 56F: 3 clusters Score -1794066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -990618.000000 Penalty: 1523.727783
	Iteration 0F: 2 clusters Score -990618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -982217.125000 Penalty: 3047.455566
	Iteration 0F: 3 clusters Score -982217.1 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -985143.500000 Penalty: 3047.455566
	Iteration 1F: 3 clusters Score -985143.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -985554.937500 Penalty: 3047.455566
	Iteration 2F: 3 clusters Score -985554.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -985940.500000 Penalty: 3047.455566
	Iteration 3F: 3 clusters Score -985940.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -986340.875000 Penalty: 3047.455566
	Iteration 4F: 3 clusters Score -986340.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -986810.125000 Penalty: 3047.455566
	Iteration 5F: 3 clusters Score -986810.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -987315.750000 Penalty: 3047.455566
	Iteration 6F: 3 clusters Score -987315.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -987751.812500 Penalty: 3047.455566
	Iteration 7F: 3 clusters Score -987751.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -988075.812500 Penalty: 3047.455566
	Iteration 8Q: 3 clusters Score -988075.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -988363.812500 Penalty: 3047.455566
	Iteration 9Q: 3 clusters Score -988363.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -988593.500000 Penalty: 3047.455566
	Iteration 10Q: 3 clusters Score -988593.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -988796.875000 Penalty: 3047.455566
	Iteration 11Q: 3 clusters Score -988796.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -988926.187500 Penalty: 3047.455566
	Iteration 12Q: 3 clusters Score -988926.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -989027.250000 Penalty: 3047.455566
	Iteration 13Q: 3 clusters Score -989027.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -989105.062500 Penalty: 3047.455566
	Iteration 14Q: 3 clusters Score -989105.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -989158.000000 Penalty: 3047.455566
	Iteration 15Q: 3 clusters Score -989158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -989193.062500 Penalty: 3047.455566
	Iteration 16Q: 3 clusters Score -989193.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -989221.375000 Penalty: 3047.455566
	Iteration 17Q: 3 clusters Score -989221.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -989252.187500 Penalty: 3047.455566
	Iteration 18Q: 3 clusters Score -989252.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -989276.750000 Penalty: 3047.455566
	Iteration 19Q: 3 clusters Score -989276.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -989304.937500 Penalty: 3047.455566
	Iteration 20F: 3 clusters Score -989304.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -989331.875000 Penalty: 3047.455566
	Iteration 21Q: 3 clusters Score -989331.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -989355.750000 Penalty: 3047.455566
	Iteration 22Q: 3 clusters Score -989355.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -989369.187500 Penalty: 3047.455566
	Iteration 23Q: 3 clusters Score -989369.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -989379.812500 Penalty: 3047.455566
	Iteration 24Q: 3 clusters Score -989379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -989390.000000 Penalty: 3047.455566
	Iteration 25Q: 3 clusters Score -989390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -989396.187500 Penalty: 3047.455566
	Iteration 26Q: 3 clusters Score -989396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -989405.000000 Penalty: 3047.455566
	Iteration 27Q: 3 clusters Score -989405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -989408.250000 Penalty: 3047.455566
	Iteration 28Q: 3 clusters Score -989408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -989411.000000 Penalty: 3047.455566
	Iteration 29Q: 3 clusters Score -989411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -989413.250000 Penalty: 3047.455566
	Iteration 30Q: 3 clusters Score -989413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -989415.937500 Penalty: 3047.455566
	Iteration 31Q: 3 clusters Score -989415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -989417.562500 Penalty: 3047.455566
	Iteration 32Q: 3 clusters Score -989417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -989419.187500 Penalty: 3047.455566
	Iteration 33Q: 3 clusters Score -989419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -989423.187500 Penalty: 3047.455566
	Iteration 34Q: 3 clusters Score -989423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -989425.125000 Penalty: 3047.455566
	Iteration 35Q: 3 clusters Score -989425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -989425.812500 Penalty: 3047.455566
	Iteration 36Q: 3 clusters Score -989425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -989427.500000 Penalty: 3047.455566
	Iteration 37Q: 3 clusters Score -989427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -989426.437500 Penalty: 3047.455566
	Iteration 38Q: 3 clusters Score -989426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -989428.312500 Penalty: 3047.455566
	Iteration 39Q: 3 clusters Score -989428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -989429.500000 Penalty: 3047.455566
	Iteration 40F: 3 clusters Score -989429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -989429.500000 Penalty: 3047.455566
	Iteration 41Q: 3 clusters Score -989429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -989430.312500 Penalty: 3047.455566
	Iteration 42Q: 3 clusters Score -989430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -989431.562500 Penalty: 3047.455566
	Iteration 43Q: 3 clusters Score -989431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -989431.562500 Penalty: 3047.455566
	Iteration 44F: 3 clusters Score -989431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -236943.046875 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -236943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -234289.000000 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -234289 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -234954.921875 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -234954.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -235082.000000 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -235082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -235161.296875 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -235161.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -235224.468750 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -235224.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -235260.875000 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -235260.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -235290.218750 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -235290.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -235321.359375 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -235321.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -235357.625000 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -235357.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -235399.015625 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -235399 nChanged 71
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: -235444.234375 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -235444.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -235486.421875 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -235486.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -235533.140625 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -235533.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -235587.093750 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -235587.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -235636.609375 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -235636.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235671.328125 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -235671.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -235697.265625 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -235697.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -235714.734375 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -235714.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -235730.046875 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -235730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235742.171875 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -235742.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235751.890625 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -235751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235763.109375 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -235763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -235771.203125 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -235771.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -235778.968750 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -235779 nChanged 15
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: -235786.640625 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -235786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -235793.468750 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -235793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -235797.562500 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -235797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -235802.078125 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -235802.1 nChanged 9
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: -235805.390625 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -235805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -235807.562500 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -235807.6 nChanged 4
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: -235808.765625 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -235808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235810.625000 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -235810.6 nChanged 4
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: -235811.656250 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -235811.7 nChanged 2
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: -235812.812500 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -235812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -235813.359375 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -235813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235813.484375 Penalty: 2590.153809
	Iteration 35Q: 3 clusters Score -235813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235813.484375 Penalty: 2590.153809
	Iteration 36F: 3 clusters Score -235813.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Entering Unmasked Estep 
Score: -1289373.875000 Penalty: 1564.870361
	Iteration 0F: 2 clusters Score -1289374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1278898.125000 Penalty: 3129.740723
	Iteration 0F: 3 clusters Score -1278898 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1282548.625000 Penalty: 3129.740723
	Iteration 1F: 3 clusters Score -1282549 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1282881.750000 Penalty: 3129.740723
	Iteration 2F: 3 clusters Score -1282882 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1283186.625000 Penalty: 3129.740723
	Iteration 3Q: 3 clusters Score -1283187 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1283497.125000 Penalty: 3129.740723
	Iteration 4Q: 3 clusters Score -1283497 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1283790.500000 Penalty: 3129.740723
	Iteration 5Q: 3 clusters Score -1283790 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1284164.125000 Penalty: 3129.740723
	Iteration 6Q: 3 clusters Score -1284164 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1284628.875000 Penalty: 3129.740723
	Iteration 7Q: 3 clusters Score -1284629 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1285189.500000 Penalty: 3129.740723
	Iteration 8F: 3 clusters Score -1285190 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1285906.250000 Penalty: 3129.740723
	Iteration 9F: 3 clusters Score -1285906 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1286592.375000 Penalty: 3129.740723
	Iteration 10F: 3 clusters Score -1286592 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1287117.000000 Penalty: 3129.740723
	Iteration 11Q: 3 clusters Score -1287117 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1287519.125000 Penalty: 3129.740723
	Iteration 12Q: 3 clusters Score -1287519 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1287856.250000 Penalty: 3129.740723
	Iteration 13Q: 3 clusters Score -1287856 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1288044.875000 Penalty: 3129.740723
	Iteration 14Q: 3 clusters Score -1288045 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1288136.500000 Penalty: 3129.740723
	Iteration 15Q: 3 clusters Score -1288136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1288191.625000 Penalty: 3129.740723
	Iteration 16Q: 3 clusters Score -1288192 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1288228.625000 Penalty: 3129.740723
	Iteration 17Q: 3 clusters Score -1288229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1288245.500000 Penalty: 3129.740723
	Iteration 18Q: 3 clusters Score -1288246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1288249.125000 Penalty: 3129.740723
	Iteration 19Q: 3 clusters Score -1288249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1288250.500000 Penalty: 3129.740723
	Iteration 20F: 3 clusters Score -1288250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1288252.125000 Penalty: 3129.740723
	Iteration 21Q: 3 clusters Score -1288252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1288254.500000 Penalty: 3129.740723
	Iteration 22Q: 3 clusters Score -1288254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1288257.125000 Penalty: 3129.740723
	Iteration 23Q: 3 clusters Score -1288257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1288254.250000 Penalty: 3129.740723
	Iteration 24Q: 3 clusters Score -1288254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1288259.000000 Penalty: 3129.740723
	Iteration 25Q: 3 clusters Score -1288259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1288257.375000 Penalty: 3129.740723
	Iteration 26Q: 3 clusters Score -1288257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1288257.250000 Penalty: 3129.740723
	Iteration 27Q: 3 clusters Score -1288257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1288260.625000 Penalty: 3129.740723
	Iteration 28Q: 3 clusters Score -1288261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1288261.250000 Penalty: 3129.740723
	Iteration 29Q: 3 clusters Score -1288261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1288261.375000 Penalty: 3129.740723
	Iteration 30Q: 3 clusters Score -1288261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1288261.000000 Penalty: 3129.740723
	Iteration 31Q: 3 clusters Score -1288261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1288260.125000 Penalty: 3129.740723
	Iteration 32Q: 3 clusters Score -1288260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1288260.125000 Penalty: 3129.740723
	Iteration 33F: 3 clusters Score -1288260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -492056.375000 Penalty: 1412.938232
	Iteration 0F: 2 clusters Score -492056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -487483.125000 Penalty: 2825.876465
	Iteration 0F: 3 clusters Score -487483.1 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -488879.125000 Penalty: 2825.876465
	Iteration 1F: 3 clusters Score -488879.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -489171.531250 Penalty: 2825.876465
	Iteration 2F: 3 clusters Score -489171.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -489428.500000 Penalty: 2825.876465
	Iteration 3F: 3 clusters Score -489428.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -489650.375000 Penalty: 2825.876465
	Iteration 4F: 3 clusters Score -489650.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -489832.750000 Penalty: 2825.876465
	Iteration 5Q: 3 clusters Score -489832.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -490015.656250 Penalty: 2825.876465
	Iteration 6Q: 3 clusters Score -490015.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -490177.500000 Penalty: 2825.876465
	Iteration 7Q: 3 clusters Score -490177.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -490303.593750 Penalty: 2825.876465
	Iteration 8Q: 3 clusters Score -490303.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -490393.531250 Penalty: 2825.876465
	Iteration 9Q: 3 clusters Score -490393.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -490446.968750 Penalty: 2825.876465
	Iteration 10Q: 3 clusters Score -490447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -490476.968750 Penalty: 2825.876465
	Iteration 11Q: 3 clusters Score -490477 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -490515.187500 Penalty: 2825.876465
	Iteration 12Q: 3 clusters Score -490515.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -490555.937500 Penalty: 2825.876465
	Iteration 13Q: 3 clusters Score -490555.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -490590.156250 Penalty: 2825.876465
	Iteration 14Q: 3 clusters Score -490590.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -490619.968750 Penalty: 2825.876465
	Iteration 15Q: 3 clusters Score -490620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -490654.187500 Penalty: 2825.876465
	Iteration 16Q: 3 clusters Score -490654.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -490689.843750 Penalty: 2825.876465
	Iteration 17Q: 3 clusters Score -490689.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -490731.812500 Penalty: 2825.876465
	Iteration 18Q: 3 clusters Score -490731.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -490786.312500 Penalty: 2825.876465
	Iteration 19Q: 3 clusters Score -490786.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -490870.343750 Penalty: 2825.876465
	Iteration 20F: 3 clusters Score -490870.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -490989.093750 Penalty: 2825.876465
	Iteration 21Q: 3 clusters Score -490989.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -491135.625000 Penalty: 2825.876465
	Iteration 22Q: 3 clusters Score -491135.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -491270.156250 Penalty: 2825.876465
	Iteration 23Q: 3 clusters Score -491270.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -491380.750000 Penalty: 2825.876465
	Iteration 24Q: 3 clusters Score -491380.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -491495.531250 Penalty: 2825.876465
	Iteration 25Q: 3 clusters Score -491495.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -491579.750000 Penalty: 2825.876465
	Iteration 26Q: 3 clusters Score -491579.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -491634.406250 Penalty: 2825.876465
	Iteration 27Q: 3 clusters Score -491634.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -491671.625000 Penalty: 2825.876465
	Iteration 28Q: 3 clusters Score -491671.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -491691.750000 Penalty: 2825.876465
	Iteration 29Q: 3 clusters Score -491691.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -491705.531250 Penalty: 2825.876465
	Iteration 30Q: 3 clusters Score -491705.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -491711.656250 Penalty: 2825.876465
	Iteration 31Q: 3 clusters Score -491711.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -491716.062500 Penalty: 2825.876465
	Iteration 32Q: 3 clusters Score -491716.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -491720.250000 Penalty: 2825.876465
	Iteration 33Q: 3 clusters Score -491720.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -491726.843750 Penalty: 2825.876465
	Iteration 34Q: 3 clusters Score -491726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -491731.000000 Penalty: 2825.876465
	Iteration 35Q: 3 clusters Score -491731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -491739.000000 Penalty: 2825.876465
	Iteration 36Q: 3 clusters Score -491739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -491748.187500 Penalty: 2825.876465
	Iteration 37Q: 3 clusters Score -491748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -491759.031250 Penalty: 2825.876465
	Iteration 38Q: 3 clusters Score -491759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -491771.156250 Penalty: 2825.876465
	Iteration 39Q: 3 clusters Score -491771.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -491785.687500 Penalty: 2825.876465
	Iteration 40F: 3 clusters Score -491785.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -491807.812500 Penalty: 2825.876465
	Iteration 41Q: 3 clusters Score -491807.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -491824.687500 Penalty: 2825.876465
	Iteration 42Q: 3 clusters Score -491824.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -491841.468750 Penalty: 2825.876465
	Iteration 43Q: 3 clusters Score -491841.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -491874.875000 Penalty: 2825.876465
	Iteration 44Q: 3 clusters Score -491874.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -491914.375000 Penalty: 2825.876465
	Iteration 45Q: 3 clusters Score -491914.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -491937.093750 Penalty: 2825.876465
	Iteration 46Q: 3 clusters Score -491937.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -491953.906250 Penalty: 2825.876465
	Iteration 47Q: 3 clusters Score -491953.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -491961.781250 Penalty: 2825.876465
	Iteration 48Q: 3 clusters Score -491961.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -491968.781250 Penalty: 2825.876465
	Iteration 49Q: 3 clusters Score -491968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -491968.781250 Penalty: 2825.876465
	Iteration 50Q: 3 clusters Score -491968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -491970.375000 Penalty: 2825.876465
	Iteration 51Q: 3 clusters Score -491970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -491970.968750 Penalty: 2825.876465
	Iteration 52Q: 3 clusters Score -491971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -491972.156250 Penalty: 2825.876465
	Iteration 53Q: 3 clusters Score -491972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -491971.937500 Penalty: 2825.876465
	Iteration 54Q: 3 clusters Score -491971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -491971.937500 Penalty: 2825.876465
	Iteration 55F: 3 clusters Score -491971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -936628.562500 Penalty: 1509.982056
	Iteration 0F: 2 clusters Score -936628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -928963.750000 Penalty: 3019.964111
	Iteration 0F: 3 clusters Score -928963.8 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -931410.687500 Penalty: 3019.964111
	Iteration 1F: 3 clusters Score -931410.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -931684.875000 Penalty: 3019.964111
	Iteration 2F: 3 clusters Score -931684.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -931901.562500 Penalty: 3019.964111
	Iteration 3F: 3 clusters Score -931901.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -932055.500000 Penalty: 3019.964111
	Iteration 4Q: 3 clusters Score -932055.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -932184.187500 Penalty: 3019.964111
	Iteration 5Q: 3 clusters Score -932184.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -932305.562500 Penalty: 3019.964111
	Iteration 6Q: 3 clusters Score -932305.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -932428.500000 Penalty: 3019.964111
	Iteration 7Q: 3 clusters Score -932428.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -932555.562500 Penalty: 3019.964111
	Iteration 8Q: 3 clusters Score -932555.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -932683.312500 Penalty: 3019.964111
	Iteration 9Q: 3 clusters Score -932683.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -932813.062500 Penalty: 3019.964111
	Iteration 10Q: 3 clusters Score -932813.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -932981.625000 Penalty: 3019.964111
	Iteration 11Q: 3 clusters Score -932981.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -933194.312500 Penalty: 3019.964111
	Iteration 12Q: 3 clusters Score -933194.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -933435.375000 Penalty: 3019.964111
	Iteration 13Q: 3 clusters Score -933435.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -933671.000000 Penalty: 3019.964111
	Iteration 14Q: 3 clusters Score -933671 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -933916.437500 Penalty: 3019.964111
	Iteration 15Q: 3 clusters Score -933916.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -934116.750000 Penalty: 3019.964111
	Iteration 16Q: 3 clusters Score -934116.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -934265.812500 Penalty: 3019.964111
	Iteration 17Q: 3 clusters Score -934265.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -934387.937500 Penalty: 3019.964111
	Iteration 18Q: 3 clusters Score -934387.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -934496.687500 Penalty: 3019.964111
	Iteration 19Q: 3 clusters Score -934496.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -934585.062500 Penalty: 3019.964111
	Iteration 20F: 3 clusters Score -934585.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -934644.937500 Penalty: 3019.964111
	Iteration 21Q: 3 clusters Score -934644.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -934699.062500 Penalty: 3019.964111
	Iteration 22Q: 3 clusters Score -934699.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -934750.750000 Penalty: 3019.964111
	Iteration 23Q: 3 clusters Score -934750.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -934798.562500 Penalty: 3019.964111
	Iteration 24Q: 3 clusters Score -934798.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -934854.812500 Penalty: 3019.964111
	Iteration 25Q: 3 clusters Score -934854.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -934909.687500 Penalty: 3019.964111
	Iteration 26Q: 3 clusters Score -934909.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -934960.312500 Penalty: 3019.964111
	Iteration 27Q: 3 clusters Score -934960.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -935011.562500 Penalty: 3019.964111
	Iteration 28Q: 3 clusters Score -935011.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -935050.687500 Penalty: 3019.964111
	Iteration 29Q: 3 clusters Score -935050.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -935085.500000 Penalty: 3019.964111
	Iteration 30Q: 3 clusters Score -935085.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -935117.875000 Penalty: 3019.964111
	Iteration 31Q: 3 clusters Score -935117.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -935145.125000 Penalty: 3019.964111
	Iteration 32Q: 3 clusters Score -935145.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -935157.125000 Penalty: 3019.964111
	Iteration 33Q: 3 clusters Score -935157.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -935167.375000 Penalty: 3019.964111
	Iteration 34Q: 3 clusters Score -935167.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -935175.187500 Penalty: 3019.964111
	Iteration 35Q: 3 clusters Score -935175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -935184.500000 Penalty: 3019.964111
	Iteration 36Q: 3 clusters Score -935184.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -935192.062500 Penalty: 3019.964111
	Iteration 37Q: 3 clusters Score -935192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -935197.812500 Penalty: 3019.964111
	Iteration 38Q: 3 clusters Score -935197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -935200.187500 Penalty: 3019.964111
	Iteration 39Q: 3 clusters Score -935200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -935202.937500 Penalty: 3019.964111
	Iteration 40F: 3 clusters Score -935202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -935206.187500 Penalty: 3019.964111
	Iteration 41Q: 3 clusters Score -935206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -935208.125000 Penalty: 3019.964111
	Iteration 42Q: 3 clusters Score -935208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -935209.312500 Penalty: 3019.964111
	Iteration 43Q: 3 clusters Score -935209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -935210.687500 Penalty: 3019.964111
	Iteration 44Q: 3 clusters Score -935210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -935211.625000 Penalty: 3019.964111
	Iteration 45Q: 3 clusters Score -935211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -935211.062500 Penalty: 3019.964111
	Iteration 46Q: 3 clusters Score -935211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -935211.437500 Penalty: 3019.964111
	Iteration 47Q: 3 clusters Score -935211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -935211.750000 Penalty: 3019.964111
	Iteration 48Q: 3 clusters Score -935211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -935212.812500 Penalty: 3019.964111
	Iteration 49Q: 3 clusters Score -935212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -935211.812500 Penalty: 3019.964111
	Iteration 50Q: 3 clusters Score -935211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -935212.625000 Penalty: 3019.964111
	Iteration 51Q: 3 clusters Score -935212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -935214.125000 Penalty: 3019.964111
	Iteration 52Q: 3 clusters Score -935214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -935217.437500 Penalty: 3019.964111
	Iteration 53Q: 3 clusters Score -935217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -935217.750000 Penalty: 3019.964111
	Iteration 54Q: 3 clusters Score -935217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -935219.312500 Penalty: 3019.964111
	Iteration 55Q: 3 clusters Score -935219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -935219.875000 Penalty: 3019.964111
	Iteration 56Q: 3 clusters Score -935219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -935219.437500 Penalty: 3019.964111
	Iteration 57Q: 3 clusters Score -935219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -935219.437500 Penalty: 3019.964111
	Iteration 58F: 3 clusters Score -935219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -521523.218750 Penalty: 1421.005127
	Iteration 0F: 2 clusters Score -521523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -516749.531250 Penalty: 2842.010254
	Iteration 0F: 3 clusters Score -516749.5 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -518278.937500 Penalty: 2842.010254
	Iteration 1F: 3 clusters Score -518278.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -518821.531250 Penalty: 2842.010254
	Iteration 2F: 3 clusters Score -518821.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -519446.781250 Penalty: 2842.010254
	Iteration 3F: 3 clusters Score -519446.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -520095.000000 Penalty: 2842.010254
	Iteration 4F: 3 clusters Score -520095 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -520572.718750 Penalty: 2842.010254
	Iteration 5F: 3 clusters Score -520572.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -520838.906250 Penalty: 2842.010254
	Iteration 6F: 3 clusters Score -520838.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -520976.562500 Penalty: 2842.010254
	Iteration 7Q: 3 clusters Score -520976.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -521053.718750 Penalty: 2842.010254
	Iteration 8Q: 3 clusters Score -521053.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -521100.718750 Penalty: 2842.010254
	Iteration 9Q: 3 clusters Score -521100.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -521131.125000 Penalty: 2842.010254
	Iteration 10Q: 3 clusters Score -521131.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -521151.406250 Penalty: 2842.010254
	Iteration 11Q: 3 clusters Score -521151.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -521163.500000 Penalty: 2842.010254
	Iteration 12Q: 3 clusters Score -521163.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -521171.312500 Penalty: 2842.010254
	Iteration 13Q: 3 clusters Score -521171.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -521175.656250 Penalty: 2842.010254
	Iteration 14Q: 3 clusters Score -521175.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -521182.000000 Penalty: 2842.010254
	Iteration 15Q: 3 clusters Score -521182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -521184.312500 Penalty: 2842.010254
	Iteration 16Q: 3 clusters Score -521184.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -521187.343750 Penalty: 2842.010254
	Iteration 17Q: 3 clusters Score -521187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -521189.000000 Penalty: 2842.010254
	Iteration 18Q: 3 clusters Score -521189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -521189.281250 Penalty: 2842.010254
	Iteration 19Q: 3 clusters Score -521189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -521188.968750 Penalty: 2842.010254
	Iteration 20F: 3 clusters Score -521189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -521190.218750 Penalty: 2842.010254
	Iteration 21Q: 3 clusters Score -521190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -521191.187500 Penalty: 2842.010254
	Iteration 22Q: 3 clusters Score -521191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -521190.968750 Penalty: 2842.010254
	Iteration 23Q: 3 clusters Score -521191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -521191.593750 Penalty: 2842.010254
	Iteration 24Q: 3 clusters Score -521191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -521192.156250 Penalty: 2842.010254
	Iteration 25Q: 3 clusters Score -521192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -521191.375000 Penalty: 2842.010254
	Iteration 26Q: 3 clusters Score -521191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -521192.312500 Penalty: 2842.010254
	Iteration 27Q: 3 clusters Score -521192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -521192.093750 Penalty: 2842.010254
	Iteration 28Q: 3 clusters Score -521192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -521192.843750 Penalty: 2842.010254
	Iteration 29Q: 3 clusters Score -521192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -521193.062500 Penalty: 2842.010254
	Iteration 30Q: 3 clusters Score -521193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -521195.906250 Penalty: 2842.010254
	Iteration 31Q: 3 clusters Score -521195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -521195.593750 Penalty: 2842.010254
	Iteration 32Q: 3 clusters Score -521195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -521194.968750 Penalty: 2842.010254
	Iteration 33Q: 3 clusters Score -521195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -521195.468750 Penalty: 2842.010254
	Iteration 34Q: 3 clusters Score -521195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -521195.968750 Penalty: 2842.010254
	Iteration 35Q: 3 clusters Score -521196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -521195.812500 Penalty: 2842.010254
	Iteration 36Q: 3 clusters Score -521195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -521195.906250 Penalty: 2842.010254
	Iteration 37Q: 3 clusters Score -521195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -521195.906250 Penalty: 2842.010254
	Iteration 38F: 3 clusters Score -521195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Entering Unmasked Estep 
Score: -1380890.750000 Penalty: 1576.094482
	Iteration 0F: 2 clusters Score -1380891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1369635.625000 Penalty: 3152.188965
	Iteration 0F: 3 clusters Score -1369636 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1373861.625000 Penalty: 3152.188965
	Iteration 1F: 3 clusters Score -1373862 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1374270.625000 Penalty: 3152.188965
	Iteration 2F: 3 clusters Score -1374271 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1374706.250000 Penalty: 3152.188965
	Iteration 3F: 3 clusters Score -1374706 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1375157.375000 Penalty: 3152.188965
	Iteration 4F: 3 clusters Score -1375157 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1375618.625000 Penalty: 3152.188965
	Iteration 5Q: 3 clusters Score -1375619 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1376185.250000 Penalty: 3152.188965
	Iteration 6F: 3 clusters Score -1376185 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1376811.125000 Penalty: 3152.188965
	Iteration 7F: 3 clusters Score -1376811 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1377405.875000 Penalty: 3152.188965
	Iteration 8F: 3 clusters Score -1377406 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1377927.375000 Penalty: 3152.188965
	Iteration 9Q: 3 clusters Score -1377927 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1378384.500000 Penalty: 3152.188965
	Iteration 10Q: 3 clusters Score -1378384 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1378707.000000 Penalty: 3152.188965
	Iteration 11Q: 3 clusters Score -1378707 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1378957.625000 Penalty: 3152.188965
	Iteration 12Q: 3 clusters Score -1378958 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1379152.625000 Penalty: 3152.188965
	Iteration 13Q: 3 clusters Score -1379153 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1379288.375000 Penalty: 3152.188965
	Iteration 14Q: 3 clusters Score -1379288 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1379380.000000 Penalty: 3152.188965
	Iteration 15Q: 3 clusters Score -1379380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1379438.375000 Penalty: 3152.188965
	Iteration 16Q: 3 clusters Score -1379438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1379482.000000 Penalty: 3152.188965
	Iteration 17Q: 3 clusters Score -1379482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1379510.250000 Penalty: 3152.188965
	Iteration 18Q: 3 clusters Score -1379510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1379538.625000 Penalty: 3152.188965
	Iteration 19Q: 3 clusters Score -1379539 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1379569.250000 Penalty: 3152.188965
	Iteration 20F: 3 clusters Score -1379569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1379606.625000 Penalty: 3152.188965
	Iteration 21Q: 3 clusters Score -1379607 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1379632.500000 Penalty: 3152.188965
	Iteration 22Q: 3 clusters Score -1379632 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1379654.375000 Penalty: 3152.188965
	Iteration 23Q: 3 clusters Score -1379654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1379676.500000 Penalty: 3152.188965
	Iteration 24Q: 3 clusters Score -1379676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1379693.875000 Penalty: 3152.188965
	Iteration 25Q: 3 clusters Score -1379694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1379714.625000 Penalty: 3152.188965
	Iteration 26Q: 3 clusters Score -1379715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1379725.000000 Penalty: 3152.188965
	Iteration 27Q: 3 clusters Score -1379725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1379737.500000 Penalty: 3152.188965
	Iteration 28Q: 3 clusters Score -1379738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1379754.000000 Penalty: 3152.188965
	Iteration 29Q: 3 clusters Score -1379754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1379761.250000 Penalty: 3152.188965
	Iteration 30Q: 3 clusters Score -1379761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1379765.250000 Penalty: 3152.188965
	Iteration 31Q: 3 clusters Score -1379765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1379768.875000 Penalty: 3152.188965
	Iteration 32Q: 3 clusters Score -1379769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1379775.750000 Penalty: 3152.188965
	Iteration 33Q: 3 clusters Score -1379776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1379776.875000 Penalty: 3152.188965
	Iteration 34Q: 3 clusters Score -1379777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1379779.250000 Penalty: 3152.188965
	Iteration 35Q: 3 clusters Score -1379779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1379783.125000 Penalty: 3152.188965
	Iteration 36Q: 3 clusters Score -1379783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1379786.625000 Penalty: 3152.188965
	Iteration 37Q: 3 clusters Score -1379787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1379786.875000 Penalty: 3152.188965
	Iteration 38Q: 3 clusters Score -1379787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1379787.625000 Penalty: 3152.188965
	Iteration 39Q: 3 clusters Score -1379788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1379789.000000 Penalty: 3152.188965
	Iteration 40F: 3 clusters Score -1379789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1379789.000000 Penalty: 3152.188965
	Iteration 41Q: 3 clusters Score -1379789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1379789.625000 Penalty: 3152.188965
	Iteration 42Q: 3 clusters Score -1379790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1379790.875000 Penalty: 3152.188965
	Iteration 43Q: 3 clusters Score -1379791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1379795.375000 Penalty: 3152.188965
	Iteration 44Q: 3 clusters Score -1379795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1379791.250000 Penalty: 3152.188965
	Iteration 45Q: 3 clusters Score -1379791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1379791.500000 Penalty: 3152.188965
	Iteration 46Q: 3 clusters Score -1379792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1379789.500000 Penalty: 3152.188965
	Iteration 47Q: 3 clusters Score -1379790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1379786.250000 Penalty: 3152.188965
	Iteration 48Q: 3 clusters Score -1379786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1379788.375000 Penalty: 3152.188965
	Iteration 49Q: 3 clusters Score -1379788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1379792.125000 Penalty: 3152.188965
	Iteration 50Q: 3 clusters Score -1379792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1379791.375000 Penalty: 3152.188965
	Iteration 51Q: 3 clusters Score -1379791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1379792.375000 Penalty: 3152.188965
	Iteration 52Q: 3 clusters Score -1379792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1379790.500000 Penalty: 3152.188965
	Iteration 53Q: 3 clusters Score -1379790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1379789.000000 Penalty: 3152.188965
	Iteration 54Q: 3 clusters Score -1379789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1379789.875000 Penalty: 3152.188965
	Iteration 55Q: 3 clusters Score -1379790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1379790.500000 Penalty: 3152.188965
	Iteration 56Q: 3 clusters Score -1379790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1379791.375000 Penalty: 3152.188965
	Iteration 57Q: 3 clusters Score -1379791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1379790.125000 Penalty: 3152.188965
	Iteration 58Q: 3 clusters Score -1379790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1379790.875000 Penalty: 3152.188965
	Iteration 59Q: 3 clusters Score -1379791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1379793.375000 Penalty: 3152.188965
	Iteration 60F: 3 clusters Score -1379793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1379795.375000 Penalty: 3152.188965
	Iteration 61Q: 3 clusters Score -1379795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1379796.500000 Penalty: 3152.188965
	Iteration 62Q: 3 clusters Score -1379796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1379797.000000 Penalty: 3152.188965
	Iteration 63Q: 3 clusters Score -1379797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1379797.000000 Penalty: 3152.188965
	Iteration 64Q: 3 clusters Score -1379797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1379798.250000 Penalty: 3152.188965
	Iteration 65Q: 3 clusters Score -1379798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1379794.375000 Penalty: 3152.188965
	Iteration 66Q: 3 clusters Score -1379794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1379797.125000 Penalty: 3152.188965
	Iteration 67Q: 3 clusters Score -1379797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1379798.625000 Penalty: 3152.188965
	Iteration 68Q: 3 clusters Score -1379799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1379798.000000 Penalty: 3152.188965
	Iteration 69Q: 3 clusters Score -1379798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1379796.500000 Penalty: 3152.188965
	Iteration 70Q: 3 clusters Score -1379796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1379796.500000 Penalty: 3152.188965
	Iteration 71F: 3 clusters Score -1379796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -305470.187500 Penalty: 1355.672729
	Iteration 0F: 2 clusters Score -305470.2 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 2123 members 
Entering Unmasked Estep 
Score: -302019.875000 Penalty: 2711.345459
	Iteration 0F: 3 clusters Score -302019.9 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -303115.468750 Penalty: 2711.345459
	Iteration 1F: 3 clusters Score -303115.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -303478.250000 Penalty: 2711.345459
	Iteration 2F: 3 clusters Score -303478.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -303752.812500 Penalty: 2711.345459
	Iteration 3F: 3 clusters Score -303752.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -303957.593750 Penalty: 2711.345459
	Iteration 4F: 3 clusters Score -303957.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -304116.000000 Penalty: 2711.345459
	Iteration 5Q: 3 clusters Score -304116 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -304243.218750 Penalty: 2711.345459
	Iteration 6Q: 3 clusters Score -304243.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -304336.250000 Penalty: 2711.345459
	Iteration 7Q: 3 clusters Score -304336.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -304438.531250 Penalty: 2711.345459
	Iteration 8Q: 3 clusters Score -304438.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -304514.125000 Penalty: 2711.345459
	Iteration 9Q: 3 clusters Score -304514.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -304565.312500 Penalty: 2711.345459
	Iteration 10Q: 3 clusters Score -304565.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -304602.750000 Penalty: 2711.345459
	Iteration 11Q: 3 clusters Score -304602.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -304640.375000 Penalty: 2711.345459
	Iteration 12Q: 3 clusters Score -304640.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -304678.843750 Penalty: 2711.345459
	Iteration 13Q: 3 clusters Score -304678.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -304725.718750 Penalty: 2711.345459
	Iteration 14Q: 3 clusters Score -304725.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -304777.156250 Penalty: 2711.345459
	Iteration 15Q: 3 clusters Score -304777.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -304816.468750 Penalty: 2711.345459
	Iteration 16Q: 3 clusters Score -304816.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -304853.125000 Penalty: 2711.345459
	Iteration 17Q: 3 clusters Score -304853.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -304874.500000 Penalty: 2711.345459
	Iteration 18Q: 3 clusters Score -304874.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -304887.250000 Penalty: 2711.345459
	Iteration 19Q: 3 clusters Score -304887.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -304897.437500 Penalty: 2711.345459
	Iteration 20F: 3 clusters Score -304897.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -304913.593750 Penalty: 2711.345459
	Iteration 21Q: 3 clusters Score -304913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -304922.187500 Penalty: 2711.345459
	Iteration 22Q: 3 clusters Score -304922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -304926.250000 Penalty: 2711.345459
	Iteration 23Q: 3 clusters Score -304926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -304929.843750 Penalty: 2711.345459
	Iteration 24Q: 3 clusters Score -304929.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -304932.687500 Penalty: 2711.345459
	Iteration 25Q: 3 clusters Score -304932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -304933.468750 Penalty: 2711.345459
	Iteration 26Q: 3 clusters Score -304933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -304933.968750 Penalty: 2711.345459
	Iteration 27Q: 3 clusters Score -304934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -304933.968750 Penalty: 2711.345459
	Iteration 28Q: 3 clusters Score -304934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -304933.968750 Penalty: 2711.345459
	Iteration 29F: 3 clusters Score -304934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -186010.640625 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -186010.6 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 1128 members 
Entering Unmasked Estep 
Score: -183702.609375 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -183702.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184251.843750 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -184251.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -184420.171875 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -184420.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -184575.593750 Penalty: 2517.125977
	Iteration 3F: 3 clusters Score -184575.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -184817.781250 Penalty: 2517.125977
	Iteration 4F: 3 clusters Score -184817.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -185085.625000 Penalty: 2517.125977
	Iteration 5F: 3 clusters Score -185085.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -185316.375000 Penalty: 2517.125977
	Iteration 6F: 3 clusters Score -185316.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -185433.890625 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -185433.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -185514.828125 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -185514.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -185559.281250 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -185559.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -185584.046875 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -185584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -185607.078125 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -185607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -185625.015625 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -185625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -185633.906250 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -185633.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -185641.015625 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -185641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -185644.375000 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -185644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -185646.750000 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -185646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -185648.593750 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -185648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -185648.781250 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -185648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -185649.703125 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -185649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -185652.500000 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -185652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -185653.562500 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -185653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -185656.062500 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -185656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -185659.093750 Penalty: 2517.125977
	Iteration 23Q: 3 clusters Score -185659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -185660.968750 Penalty: 2517.125977
	Iteration 24Q: 3 clusters Score -185661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -185664.734375 Penalty: 2517.125977
	Iteration 25Q: 3 clusters Score -185664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -185667.390625 Penalty: 2517.125977
	Iteration 26Q: 3 clusters Score -185667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -185670.468750 Penalty: 2517.125977
	Iteration 27Q: 3 clusters Score -185670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185672.421875 Penalty: 2517.125977
	Iteration 28Q: 3 clusters Score -185672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185673.406250 Penalty: 2517.125977
	Iteration 29Q: 3 clusters Score -185673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185674.031250 Penalty: 2517.125977
	Iteration 30Q: 3 clusters Score -185674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185674.031250 Penalty: 2517.125977
	Iteration 31F: 3 clusters Score -185674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Entering Unmasked Estep 
Score: -797976.125000 Penalty: 1488.293823
	Iteration 0F: 2 clusters Score -797976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -791133.062500 Penalty: 2976.587646
	Iteration 0F: 3 clusters Score -791133.1 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -793507.000000 Penalty: 2976.587646
	Iteration 1F: 3 clusters Score -793507 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -793825.875000 Penalty: 2976.587646
	Iteration 2F: 3 clusters Score -793825.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -794093.000000 Penalty: 2976.587646
	Iteration 3F: 3 clusters Score -794093 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -794368.125000 Penalty: 2976.587646
	Iteration 4Q: 3 clusters Score -794368.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -794688.812500 Penalty: 2976.587646
	Iteration 5Q: 3 clusters Score -794688.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -795057.750000 Penalty: 2976.587646
	Iteration 6F: 3 clusters Score -795057.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -795420.562500 Penalty: 2976.587646
	Iteration 7F: 3 clusters Score -795420.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -795780.687500 Penalty: 2976.587646
	Iteration 8Q: 3 clusters Score -795780.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -796144.500000 Penalty: 2976.587646
	Iteration 9Q: 3 clusters Score -796144.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -796488.625000 Penalty: 2976.587646
	Iteration 10Q: 3 clusters Score -796488.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -796739.750000 Penalty: 2976.587646
	Iteration 11Q: 3 clusters Score -796739.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -796928.062500 Penalty: 2976.587646
	Iteration 12Q: 3 clusters Score -796928.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -797063.437500 Penalty: 2976.587646
	Iteration 13Q: 3 clusters Score -797063.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -797191.125000 Penalty: 2976.587646
	Iteration 14Q: 3 clusters Score -797191.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -797338.812500 Penalty: 2976.587646
	Iteration 15Q: 3 clusters Score -797338.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -797446.312500 Penalty: 2976.587646
	Iteration 16Q: 3 clusters Score -797446.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -797531.812500 Penalty: 2976.587646
	Iteration 17Q: 3 clusters Score -797531.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -797571.625000 Penalty: 2976.587646
	Iteration 18Q: 3 clusters Score -797571.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -797596.812500 Penalty: 2976.587646
	Iteration 19Q: 3 clusters Score -797596.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -797613.312500 Penalty: 2976.587646
	Iteration 20F: 3 clusters Score -797613.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -797625.000000 Penalty: 2976.587646
	Iteration 21Q: 3 clusters Score -797625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -797628.625000 Penalty: 2976.587646
	Iteration 22Q: 3 clusters Score -797628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -797632.625000 Penalty: 2976.587646
	Iteration 23Q: 3 clusters Score -797632.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -797639.187500 Penalty: 2976.587646
	Iteration 24Q: 3 clusters Score -797639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -797642.062500 Penalty: 2976.587646
	Iteration 25Q: 3 clusters Score -797642.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -797646.250000 Penalty: 2976.587646
	Iteration 26Q: 3 clusters Score -797646.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -797645.125000 Penalty: 2976.587646
	Iteration 27Q: 3 clusters Score -797645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -797646.000000 Penalty: 2976.587646
	Iteration 28Q: 3 clusters Score -797646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -797647.062500 Penalty: 2976.587646
	Iteration 29Q: 3 clusters Score -797647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -797646.750000 Penalty: 2976.587646
	Iteration 30Q: 3 clusters Score -797646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -797647.937500 Penalty: 2976.587646
	Iteration 31Q: 3 clusters Score -797647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -797647.750000 Penalty: 2976.587646
	Iteration 32Q: 3 clusters Score -797647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -797647.250000 Penalty: 2976.587646
	Iteration 33Q: 3 clusters Score -797647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -797647.125000 Penalty: 2976.587646
	Iteration 34Q: 3 clusters Score -797647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -797647.500000 Penalty: 2976.587646
	Iteration 35Q: 3 clusters Score -797647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -797645.500000 Penalty: 2976.587646
	Iteration 36Q: 3 clusters Score -797645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -797645.500000 Penalty: 2976.587646
	Iteration 37F: 3 clusters Score -797645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -616105.000000 Penalty: 1445.895508
	Iteration 0F: 2 clusters Score -616105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -610692.437500 Penalty: 2891.791016
	Iteration 0F: 3 clusters Score -610692.4 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -612301.375000 Penalty: 2891.791016
	Iteration 1F: 3 clusters Score -612301.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -612492.625000 Penalty: 2891.791016
	Iteration 2F: 3 clusters Score -612492.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -612654.250000 Penalty: 2891.791016
	Iteration 3Q: 3 clusters Score -612654.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -612848.625000 Penalty: 2891.791016
	Iteration 4Q: 3 clusters Score -612848.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -613083.000000 Penalty: 2891.791016
	Iteration 5F: 3 clusters Score -613083 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -613375.875000 Penalty: 2891.791016
	Iteration 6F: 3 clusters Score -613375.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -613703.000000 Penalty: 2891.791016
	Iteration 7F: 3 clusters Score -613703 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -613999.562500 Penalty: 2891.791016
	Iteration 8F: 3 clusters Score -613999.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -614261.250000 Penalty: 2891.791016
	Iteration 9Q: 3 clusters Score -614261.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -614451.875000 Penalty: 2891.791016
	Iteration 10Q: 3 clusters Score -614451.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -614593.062500 Penalty: 2891.791016
	Iteration 11Q: 3 clusters Score -614593.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -614699.250000 Penalty: 2891.791016
	Iteration 12Q: 3 clusters Score -614699.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -614778.437500 Penalty: 2891.791016
	Iteration 13Q: 3 clusters Score -614778.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -614849.500000 Penalty: 2891.791016
	Iteration 14Q: 3 clusters Score -614849.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -614914.500000 Penalty: 2891.791016
	Iteration 15Q: 3 clusters Score -614914.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -614959.375000 Penalty: 2891.791016
	Iteration 16Q: 3 clusters Score -614959.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -614996.937500 Penalty: 2891.791016
	Iteration 17Q: 3 clusters Score -614996.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -615024.562500 Penalty: 2891.791016
	Iteration 18Q: 3 clusters Score -615024.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -615059.750000 Penalty: 2891.791016
	Iteration 19Q: 3 clusters Score -615059.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -615084.687500 Penalty: 2891.791016
	Iteration 20F: 3 clusters Score -615084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -615101.000000 Penalty: 2891.791016
	Iteration 21Q: 3 clusters Score -615101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -615121.375000 Penalty: 2891.791016
	Iteration 22Q: 3 clusters Score -615121.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -615151.437500 Penalty: 2891.791016
	Iteration 23Q: 3 clusters Score -615151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -615167.937500 Penalty: 2891.791016
	Iteration 24Q: 3 clusters Score -615167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -615175.312500 Penalty: 2891.791016
	Iteration 25Q: 3 clusters Score -615175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -615182.312500 Penalty: 2891.791016
	Iteration 26Q: 3 clusters Score -615182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -615188.812500 Penalty: 2891.791016
	Iteration 27Q: 3 clusters Score -615188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -615195.750000 Penalty: 2891.791016
	Iteration 28Q: 3 clusters Score -615195.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -615200.250000 Penalty: 2891.791016
	Iteration 29Q: 3 clusters Score -615200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -615201.625000 Penalty: 2891.791016
	Iteration 30Q: 3 clusters Score -615201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -615203.500000 Penalty: 2891.791016
	Iteration 31Q: 3 clusters Score -615203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -615203.500000 Penalty: 2891.791016
	Iteration 32F: 3 clusters Score -615203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -247030.218750 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -247030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -244277.750000 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -244277.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -244890.921875 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -244890.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -245081.812500 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -245081.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245246.562500 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -245246.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -245427.687500 Penalty: 2603.366943
	Iteration 4F: 3 clusters Score -245427.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -245584.906250 Penalty: 2603.366943
	Iteration 5F: 3 clusters Score -245584.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -245732.906250 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -245732.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245891.718750 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -245891.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -246040.000000 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -246040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -246177.046875 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -246177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -246290.484375 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -246290.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246402.750000 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -246402.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -246499.750000 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -246499.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246564.531250 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -246564.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246617.078125 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -246617.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -246651.218750 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -246651.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -246685.984375 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -246686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -246714.859375 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -246714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246726.218750 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -246726.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -246745.593750 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -246745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -246763.250000 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -246763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -246766.265625 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -246766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -246770.140625 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -246770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -246771.203125 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -246771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246771.765625 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -246771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246771.765625 Penalty: 2603.366943
	Iteration 25F: 3 clusters Score -246771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -99965.210938 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -99965.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98390.898438 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -98390.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98676.281250 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -98676.28 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98784.593750 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -98784.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98842.601562 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -98842.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98875.992188 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -98875.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98907.445312 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -98907.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98940.304688 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -98940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98966.632812 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -98966.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98990.062500 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -98990.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99004.601562 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -99004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99015.523438 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -99015.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99027.328125 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -99027.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99036.445312 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -99036.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99042.992188 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -99042.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99048.132812 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -99048.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99054.976562 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -99054.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99063.140625 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -99063.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99070.820312 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -99070.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99078.859375 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -99078.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99083.546875 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -99083.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -99086.375000 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -99086.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99088.882812 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -99088.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -99090.867188 Penalty: 2309.646973
	Iteration 22Q: 3 clusters Score -99090.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99092.000000 Penalty: 2309.646973
	Iteration 23Q: 3 clusters Score -99092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -99093.468750 Penalty: 2309.646973
	Iteration 24Q: 3 clusters Score -99093.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99094.328125 Penalty: 2309.646973
	Iteration 25Q: 3 clusters Score -99094.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99094.328125 Penalty: 2309.646973
	Iteration 26F: 3 clusters Score -99094.33 nChanged 0
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -162988736.000000 Penalty: 68305.132812
23->30 Clusters: Score -162988736.000000, best is -163038816.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 28516 members 
Mstep: Class 5 contains 28331 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 28453 members 
Mstep: Class 8 contains 28480 members 
Mstep: Class 9 contains 28850 members 
Mstep: Class 10 contains 28499 members 
Mstep: Class 11 contains 28432 members 
Mstep: Class 12 contains 28432 members 
Mstep: Class 13 contains 28690 members 
Mstep: Class 14 contains 28579 members 
Mstep: Class 15 contains 28678 members 
Mstep: Class 16 contains 28660 members 
Mstep: Class 17 contains 28638 members 
Mstep: Class 18 contains 28671 members 
Mstep: Class 19 contains 28428 members 
Mstep: Class 20 contains 28727 members 
Mstep: Class 21 contains 28444 members 
Mstep: Class 22 contains 28593 members 
Mstep: Class 23 contains 28691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 629.645386 but Gain 2176.824219
Score: -50976168.000000 Penalty: 47890.144531
Iteration 0F: 23 clusters Score -5.097617e+07 nChanged 624327
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 52722 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 32191 members 
Mstep: Class 5 contains 28545 members 
Mstep: Class 6 contains 21857 members 
Mstep: Class 7 contains 30354 members 
Mstep: Class 8 contains 25499 members 
Mstep: Class 9 contains 26847 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 20037 members 
Mstep: Class 12 contains 25529 members 
Mstep: Class 13 contains 15334 members 
Mstep: Class 14 contains 69003 members 
Mstep: Class 15 contains 22001 members 
Mstep: Class 17 contains 36463 members 
Mstep: Class 18 contains 23714 members 
Mstep: Class 19 contains 19064 members 
Mstep: Class 20 contains 48222 members 
Mstep: Class 21 contains 39829 members 
Mstep: Class 22 contains 28311 members 
Mstep: Class 23 contains 20508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52988240.000000 Penalty: 47890.144531
Iteration 1F: 23 clusters Score -5.298824e+07 nChanged 255602
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 49012 members 
Mstep: Class 3 contains 11340 members 
Mstep: Class 4 contains 34879 members 
Mstep: Class 5 contains 20893 members 
Mstep: Class 6 contains 21037 members 
Mstep: Class 7 contains 31301 members 
Mstep: Class 8 contains 17838 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 16839 members 
Mstep: Class 12 contains 19315 members 
Mstep: Class 13 contains 9279 members 
Mstep: Class 14 contains 63254 members 
Mstep: Class 15 contains 17345 members 
Mstep: Class 17 contains 38535 members 
Mstep: Class 18 contains 21162 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 78558 members 
Mstep: Class 21 contains 51350 members 
Mstep: Class 22 contains 26682 members 
Mstep: Class 23 contains 18422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53424352.000000 Penalty: 47890.144531
Iteration 2F: 23 clusters Score -5.342435e+07 nChanged 169209
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 46354 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 32667 members 
Mstep: Class 5 contains 18736 members 
Mstep: Class 6 contains 19766 members 
Mstep: Class 7 contains 26420 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 14106 members 
Mstep: Class 10 contains 7385 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 7180 members 
Mstep: Class 14 contains 61362 members 
Mstep: Class 15 contains 16658 members 
Mstep: Class 17 contains 34930 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 102908 members 
Mstep: Class 21 contains 54525 members 
Mstep: Class 22 contains 26625 members 
Mstep: Class 23 contains 15291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53636220.000000 Penalty: 47890.144531
Iteration 3F: 23 clusters Score -5.363622e+07 nChanged 124242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 46439 members 
Mstep: Class 3 contains 13084 members 
Mstep: Class 4 contains 28740 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 6 contains 16880 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 9348 members 
Mstep: Class 9 contains 12779 members 
Mstep: Class 10 contains 6744 members 
Mstep: Class 11 contains 11060 members 
Mstep: Class 12 contains 12307 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 60378 members 
Mstep: Class 15 contains 19040 members 
Mstep: Class 17 contains 28743 members 
Mstep: Class 18 contains 21852 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 123213 members 
Mstep: Class 21 contains 52349 members 
Mstep: Class 22 contains 28013 members 
Mstep: Class 23 contains 11292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53781432.000000 Penalty: 47890.144531
Iteration 4F: 23 clusters Score -5.378143e+07 nChanged 104376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 47276 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 24340 members 
Mstep: Class 5 contains 21707 members 
Mstep: Class 6 contains 14304 members 
Mstep: Class 7 contains 12520 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 11998 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 58481 members 
Mstep: Class 15 contains 22488 members 
Mstep: Class 17 contains 21928 members 
Mstep: Class 18 contains 23778 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 139659 members 
Mstep: Class 21 contains 47325 members 
Mstep: Class 22 contains 29508 members 
Mstep: Class 23 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53906056.000000 Penalty: 47890.144531
Iteration 5F: 23 clusters Score -5.390606e+07 nChanged 93049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 128129 members 
Mstep: Class 2 contains 47503 members 
Mstep: Class 3 contains 16386 members 
Mstep: Class 4 contains 20084 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 11436 members 
Mstep: Class 10 contains 5885 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 55947 members 
Mstep: Class 15 contains 24773 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 26206 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 148947 members 
Mstep: Class 21 contains 39919 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54036020.000000 Penalty: 47890.144531
Iteration 6F: 23 clusters Score -5.403602e+07 nChanged 84218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 46565 members 
Mstep: Class 3 contains 17068 members 
Mstep: Class 4 contains 16341 members 
Mstep: Class 5 contains 22264 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 5116 members 
Mstep: Class 9 contains 10651 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 6891 members 
Mstep: Class 14 contains 53842 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 17 contains 10222 members 
Mstep: Class 18 contains 27774 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 148952 members 
Mstep: Class 21 contains 30149 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2067.258057 but Gain 2176.824219
Score: -54156056.000000 Penalty: 45713.320312
Iteration 7F: 22 clusters Score -5.415606e+07 nChanged 68660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 16939 members 
Mstep: Class 4 contains 13598 members 
Mstep: Class 5 contains 21876 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 3325 members 
Mstep: Class 8 contains 4412 members 
Mstep: Class 9 contains 9670 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 52421 members 
Mstep: Class 15 contains 28792 members 
Mstep: Class 17 contains 6519 members 
Mstep: Class 18 contains 28249 members 
Mstep: Class 19 contains 7407 members 
Mstep: Class 20 contains 147571 members 
Mstep: Class 21 contains 21527 members 
Mstep: Class 22 contains 29975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54241104.000000 Penalty: 45713.320312
Iteration 8F: 22 clusters Score -5.42411e+07 nChanged 46039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 41484 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 12148 members 
Mstep: Class 5 contains 21358 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 2668 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 8860 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 17254 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 49455 members 
Mstep: Class 15 contains 29898 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 27947 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 151268 members 
Mstep: Class 21 contains 15600 members 
Mstep: Class 22 contains 28683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54282048.000000 Penalty: 45713.320312
Iteration 9F: 22 clusters Score -5.428205e+07 nChanged 32285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 197399 members 
Mstep: Class 2 contains 38641 members 
Mstep: Class 3 contains 16025 members 
Mstep: Class 4 contains 11542 members 
Mstep: Class 5 contains 21027 members 
Mstep: Class 6 contains 9784 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 8167 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 46403 members 
Mstep: Class 15 contains 30694 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 8940 members 
Mstep: Class 20 contains 156070 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 27164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54301560.000000 Penalty: 45713.320312
Iteration 10Q: 22 clusters Score -5.430156e+07 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 202123 members 
Mstep: Class 2 contains 36272 members 
Mstep: Class 3 contains 15577 members 
Mstep: Class 4 contains 11438 members 
Mstep: Class 5 contains 20827 members 
Mstep: Class 6 contains 9530 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 7649 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 4804 members 
Mstep: Class 12 contains 18868 members 
Mstep: Class 13 contains 6763 members 
Mstep: Class 14 contains 43458 members 
Mstep: Class 15 contains 31153 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 28855 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 159979 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 25425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54314620.000000 Penalty: 45713.320312
Iteration 11Q: 22 clusters Score -5.431462e+07 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 205352 members 
Mstep: Class 2 contains 34259 members 
Mstep: Class 3 contains 15199 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 20639 members 
Mstep: Class 6 contains 9251 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 7243 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 19305 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 40894 members 
Mstep: Class 15 contains 31224 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 30035 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 163148 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 23739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54323588.000000 Penalty: 45713.320312
Iteration 12Q: 22 clusters Score -5.432359e+07 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 207746 members 
Mstep: Class 2 contains 32584 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 11819 members 
Mstep: Class 5 contains 20489 members 
Mstep: Class 6 contains 8931 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 3806 members 
Mstep: Class 12 contains 19590 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 38750 members 
Mstep: Class 15 contains 30911 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 31313 members 
Mstep: Class 19 contains 11038 members 
Mstep: Class 20 contains 165638 members 
Mstep: Class 21 contains 8385 members 
Mstep: Class 22 contains 22176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54331632.000000 Penalty: 45713.320312
Iteration 13Q: 22 clusters Score -5.433163e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 209517 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 14562 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 20376 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 6656 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 19803 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 36896 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 32703 members 
Mstep: Class 19 contains 11448 members 
Mstep: Class 20 contains 167538 members 
Mstep: Class 21 contains 8170 members 
Mstep: Class 22 contains 20874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54337628.000000 Penalty: 45713.320312
Iteration 14Q: 22 clusters Score -5.433763e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 210890 members 
Mstep: Class 2 contains 30152 members 
Mstep: Class 3 contains 14299 members 
Mstep: Class 4 contains 12832 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 4184 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 19940 members 
Mstep: Class 13 contains 6537 members 
Mstep: Class 14 contains 35325 members 
Mstep: Class 15 contains 29223 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 20 contains 169028 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54342008.000000 Penalty: 45713.320312
Iteration 15Q: 22 clusters Score -5.434201e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 211925 members 
Mstep: Class 2 contains 29294 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 4743 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 20067 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 34030 members 
Mstep: Class 15 contains 27892 members 
Mstep: Class 17 contains 1796 members 
Mstep: Class 18 contains 35749 members 
Mstep: Class 19 contains 11658 members 
Mstep: Class 20 contains 170138 members 
Mstep: Class 21 contains 8564 members 
Mstep: Class 22 contains 18723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54345508.000000 Penalty: 45713.320312
Iteration 16Q: 22 clusters Score -5.434551e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 212751 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 13851 members 
Mstep: Class 4 contains 13953 members 
Mstep: Class 5 contains 20186 members 
Mstep: Class 6 contains 8062 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 6219 members 
Mstep: Class 10 contains 7282 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 20194 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 26309 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 37476 members 
Mstep: Class 19 contains 11553 members 
Mstep: Class 20 contains 170932 members 
Mstep: Class 21 contains 8945 members 
Mstep: Class 22 contains 17907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54348156.000000 Penalty: 45713.320312
Iteration 17Q: 22 clusters Score -5.434816e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 213396 members 
Mstep: Class 2 contains 28141 members 
Mstep: Class 3 contains 13641 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 7912 members 
Mstep: Class 7 contains 5436 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 20284 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 32000 members 
Mstep: Class 15 contains 24425 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 39418 members 
Mstep: Class 19 contains 11355 members 
Mstep: Class 20 contains 171475 members 
Mstep: Class 21 contains 9387 members 
Mstep: Class 22 contains 17245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54351152.000000 Penalty: 45713.320312
Iteration 18Q: 22 clusters Score -5.435115e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 213918 members 
Mstep: Class 2 contains 27762 members 
Mstep: Class 3 contains 13458 members 
Mstep: Class 4 contains 15147 members 
Mstep: Class 5 contains 20116 members 
Mstep: Class 6 contains 7793 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 6107 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 20377 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 31247 members 
Mstep: Class 15 contains 22239 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 41604 members 
Mstep: Class 19 contains 11070 members 
Mstep: Class 20 contains 171783 members 
Mstep: Class 21 contains 9898 members 
Mstep: Class 22 contains 16662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54353988.000000 Penalty: 45713.320312
Iteration 19Q: 22 clusters Score -5.435399e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 214295 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 13275 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 20046 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 9 contains 6082 members 
Mstep: Class 10 contains 7831 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 20466 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 30640 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 43978 members 
Mstep: Class 19 contains 10751 members 
Mstep: Class 20 contains 171856 members 
Mstep: Class 21 contains 10502 members 
Mstep: Class 22 contains 16228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54357912.000000 Penalty: 45713.320312
Iteration 20F: 22 clusters Score -5.435791e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214569 members 
Mstep: Class 2 contains 27044 members 
Mstep: Class 3 contains 13073 members 
Mstep: Class 4 contains 16015 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 8095 members 
Mstep: Class 11 contains 1883 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 30051 members 
Mstep: Class 15 contains 17300 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 46579 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 171676 members 
Mstep: Class 21 contains 11220 members 
Mstep: Class 22 contains 15817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54361492.000000 Penalty: 45713.320312
Iteration 21Q: 22 clusters Score -5.436149e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 214840 members 
Mstep: Class 2 contains 26716 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 16257 members 
Mstep: Class 5 contains 19829 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 20675 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 29617 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 49300 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 171339 members 
Mstep: Class 21 contains 11919 members 
Mstep: Class 22 contains 15392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54365484.000000 Penalty: 45713.320312
Iteration 22Q: 22 clusters Score -5.436548e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215088 members 
Mstep: Class 2 contains 26444 members 
Mstep: Class 3 contains 12744 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 7228 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 20769 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 29262 members 
Mstep: Class 15 contains 12512 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 51883 members 
Mstep: Class 19 contains 10135 members 
Mstep: Class 20 contains 170837 members 
Mstep: Class 21 contains 12633 members 
Mstep: Class 22 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54368968.000000 Penalty: 45713.320312
Iteration 23Q: 22 clusters Score -5.436897e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215276 members 
Mstep: Class 2 contains 26213 members 
Mstep: Class 3 contains 12566 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 19587 members 
Mstep: Class 6 contains 7057 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 20802 members 
Mstep: Class 13 contains 6237 members 
Mstep: Class 14 contains 28959 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 54208 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 170224 members 
Mstep: Class 21 contains 13348 members 
Mstep: Class 22 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54372024.000000 Penalty: 45713.320312
Iteration 24Q: 22 clusters Score -5.437202e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215409 members 
Mstep: Class 2 contains 26039 members 
Mstep: Class 3 contains 12427 members 
Mstep: Class 4 contains 16197 members 
Mstep: Class 5 contains 19476 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 20864 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 28710 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 56007 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 169573 members 
Mstep: Class 21 contains 13926 members 
Mstep: Class 22 contains 14263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54374144.000000 Penalty: 45713.320312
Iteration 25Q: 22 clusters Score -5.437414e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215535 members 
Mstep: Class 2 contains 25920 members 
Mstep: Class 3 contains 12312 members 
Mstep: Class 4 contains 16023 members 
Mstep: Class 5 contains 19376 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 8175 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 1867 members 
Mstep: Class 12 contains 20897 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 57381 members 
Mstep: Class 19 contains 10147 members 
Mstep: Class 20 contains 168989 members 
Mstep: Class 21 contains 14318 members 
Mstep: Class 22 contains 13999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54375256.000000 Penalty: 45713.320312
Iteration 26Q: 22 clusters Score -5.437526e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215630 members 
Mstep: Class 2 contains 25813 members 
Mstep: Class 3 contains 12216 members 
Mstep: Class 4 contains 15847 members 
Mstep: Class 5 contains 19280 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 8370 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 1882 members 
Mstep: Class 12 contains 20905 members 
Mstep: Class 13 contains 6118 members 
Mstep: Class 14 contains 28248 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 58461 members 
Mstep: Class 19 contains 10303 members 
Mstep: Class 20 contains 168456 members 
Mstep: Class 21 contains 14611 members 
Mstep: Class 22 contains 13782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54376196.000000 Penalty: 45713.320312
Iteration 27Q: 22 clusters Score -5.43762e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215706 members 
Mstep: Class 2 contains 25715 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 15663 members 
Mstep: Class 5 contains 19197 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 10189 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 20925 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 28084 members 
Mstep: Class 15 contains 7678 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 59311 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 167955 members 
Mstep: Class 21 contains 14851 members 
Mstep: Class 22 contains 13610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54376788.000000 Penalty: 45713.320312
Iteration 28Q: 22 clusters Score -5.437679e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215765 members 
Mstep: Class 2 contains 25631 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 15490 members 
Mstep: Class 5 contains 19125 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 8691 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 20938 members 
Mstep: Class 13 contains 6075 members 
Mstep: Class 14 contains 27946 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 60006 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 167528 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 13460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54377084.000000 Penalty: 45713.320312
Iteration 29Q: 22 clusters Score -5.437708e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215799 members 
Mstep: Class 2 contains 25556 members 
Mstep: Class 3 contains 11936 members 
Mstep: Class 4 contains 15361 members 
Mstep: Class 5 contains 19077 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 10713 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 20963 members 
Mstep: Class 13 contains 6053 members 
Mstep: Class 14 contains 27857 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 60527 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 20 contains 167181 members 
Mstep: Class 21 contains 15095 members 
Mstep: Class 22 contains 13354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54377504.000000 Penalty: 45713.320312
Iteration 30Q: 22 clusters Score -5.43775e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215833 members 
Mstep: Class 2 contains 25497 members 
Mstep: Class 3 contains 11850 members 
Mstep: Class 4 contains 15207 members 
Mstep: Class 5 contains 19019 members 
Mstep: Class 6 contains 6366 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 10917 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 21001 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 27745 members 
Mstep: Class 15 contains 6996 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 61007 members 
Mstep: Class 19 contains 10641 members 
Mstep: Class 20 contains 166882 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 13272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54377920.000000 Penalty: 45713.320312
Iteration 31Q: 22 clusters Score -5.437792e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215867 members 
Mstep: Class 2 contains 25457 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 15045 members 
Mstep: Class 5 contains 18973 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 11124 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 12 contains 21027 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 27617 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 61452 members 
Mstep: Class 19 contains 10703 members 
Mstep: Class 20 contains 166608 members 
Mstep: Class 21 contains 15158 members 
Mstep: Class 22 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378168.000000 Penalty: 45713.320312
Iteration 32Q: 22 clusters Score -5.437817e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215907 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 14889 members 
Mstep: Class 5 contains 18920 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 9097 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 12 contains 21060 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 27539 members 
Mstep: Class 15 contains 6745 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 61822 members 
Mstep: Class 19 contains 10748 members 
Mstep: Class 20 contains 166364 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378344.000000 Penalty: 45713.320312
Iteration 33Q: 22 clusters Score -5.437834e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215925 members 
Mstep: Class 2 contains 25371 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 14718 members 
Mstep: Class 5 contains 18858 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 11504 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 21090 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 14 contains 27451 members 
Mstep: Class 15 contains 6658 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 18 contains 62172 members 
Mstep: Class 19 contains 10771 members 
Mstep: Class 20 contains 166170 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378352.000000 Penalty: 45713.320312
Iteration 34Q: 22 clusters Score -5.437835e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215949 members 
Mstep: Class 2 contains 25341 members 
Mstep: Class 3 contains 11618 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 18809 members 
Mstep: Class 6 contains 6329 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 11661 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 21100 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 27421 members 
Mstep: Class 15 contains 6598 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 62446 members 
Mstep: Class 19 contains 10794 members 
Mstep: Class 20 contains 166013 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 12991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378332.000000 Penalty: 45713.320312
Iteration 35Q: 22 clusters Score -5.437833e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 25309 members 
Mstep: Class 3 contains 11582 members 
Mstep: Class 4 contains 14446 members 
Mstep: Class 5 contains 18763 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 11811 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 21133 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 27385 members 
Mstep: Class 15 contains 6551 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 62669 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 165866 members 
Mstep: Class 21 contains 15066 members 
Mstep: Class 22 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378260.000000 Penalty: 45713.320312
Iteration 36Q: 22 clusters Score -5.437826e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215988 members 
Mstep: Class 2 contains 25281 members 
Mstep: Class 3 contains 11536 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 18721 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 11954 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 21177 members 
Mstep: Class 13 contains 5848 members 
Mstep: Class 14 contains 27326 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 62862 members 
Mstep: Class 19 contains 10794 members 
Mstep: Class 20 contains 165762 members 
Mstep: Class 21 contains 15028 members 
Mstep: Class 22 contains 12886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378384.000000 Penalty: 45713.320312
Iteration 37Q: 22 clusters Score -5.437838e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 215990 members 
Mstep: Class 2 contains 25256 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 14216 members 
Mstep: Class 5 contains 18673 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 9458 members 
Mstep: Class 8 contains 4400 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 21213 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 27301 members 
Mstep: Class 15 contains 6474 members 
Mstep: Class 17 contains 3819 members 
Mstep: Class 18 contains 63043 members 
Mstep: Class 19 contains 10793 members 
Mstep: Class 20 contains 165668 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 12850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54378176.000000 Penalty: 45713.320312
Iteration 38Q: 22 clusters Score -5.437818e+07 nChanged 991
Entering ConstructFrom: 
Score: -54378176.000000 Penalty: 45713.320312
Entering ConstructFrom: 
Trying to split cluster 1 (216002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216002 members 
Entering Unmasked Estep 
Score: -18549112.000000 Penalty: 1995.994507
	Iteration 0F: 2 clusters Score -1.854911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -18403534.000000 Penalty: 3991.989014
	Iteration 0F: 3 clusters Score -1.840353e+07 nChanged 104736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -18466084.000000 Penalty: 3991.989014
	Iteration 1F: 3 clusters Score -1.846608e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -18467880.000000 Penalty: 3991.989014
	Iteration 2Q: 3 clusters Score -1.846788e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -18470610.000000 Penalty: 3991.989014
	Iteration 3Q: 3 clusters Score -1.847061e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -18475856.000000 Penalty: 3991.989014
	Iteration 4Q: 3 clusters Score -1.847586e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -18485256.000000 Penalty: 3991.989014
	Iteration 5F: 3 clusters Score -1.848526e+07 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -18500952.000000 Penalty: 3991.989014
	Iteration 6F: 3 clusters Score -1.850095e+07 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -18519964.000000 Penalty: 3991.989014
	Iteration 7F: 3 clusters Score -1.851996e+07 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199837 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -18534368.000000 Penalty: 3991.989014
	Iteration 8F: 3 clusters Score -1.853437e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208207 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -18541896.000000 Penalty: 3991.989014
	Iteration 9Q: 3 clusters Score -1.85419e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212030 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -18545182.000000 Penalty: 3991.989014
	Iteration 10Q: 3 clusters Score -1.854518e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213708 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18546610.000000 Penalty: 3991.989014
	Iteration 11Q: 3 clusters Score -1.854661e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214433 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -18547344.000000 Penalty: 3991.989014
	Iteration 12Q: 3 clusters Score -1.854734e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18547636.000000 Penalty: 3991.989014
	Iteration 13Q: 3 clusters Score -1.854764e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214722 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -18547800.000000 Penalty: 3991.989014
	Iteration 14Q: 3 clusters Score -1.85478e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214750 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -18547890.000000 Penalty: 3991.989014
	Iteration 15Q: 3 clusters Score -1.854789e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18548000.000000 Penalty: 3991.989014
	Iteration 16Q: 3 clusters Score -1.8548e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214761 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18548070.000000 Penalty: 3991.989014
	Iteration 17Q: 3 clusters Score -1.854807e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214769 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -18548094.000000 Penalty: 3991.989014
	Iteration 18Q: 3 clusters Score -1.854809e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214781 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18548124.000000 Penalty: 3991.989014
	Iteration 19Q: 3 clusters Score -1.854812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214789 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18548162.000000 Penalty: 3991.989014
	Iteration 20F: 3 clusters Score -1.854816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214789 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18548186.000000 Penalty: 3991.989014
	Iteration 21Q: 3 clusters Score -1.854819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214789 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18548204.000000 Penalty: 3991.989014
	Iteration 22Q: 3 clusters Score -1.85482e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214782 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18548218.000000 Penalty: 3991.989014
	Iteration 23Q: 3 clusters Score -1.854822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214785 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18548222.000000 Penalty: 3991.989014
	Iteration 24Q: 3 clusters Score -1.854822e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214786 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18548238.000000 Penalty: 3991.989014
	Iteration 25Q: 3 clusters Score -1.854824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214787 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -18548242.000000 Penalty: 3991.989014
	Iteration 26Q: 3 clusters Score -1.854824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214770 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -18548282.000000 Penalty: 3991.989014
	Iteration 27Q: 3 clusters Score -1.854828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18548300.000000 Penalty: 3991.989014
	Iteration 28Q: 3 clusters Score -1.85483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214767 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18548328.000000 Penalty: 3991.989014
	Iteration 29Q: 3 clusters Score -1.854833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214759 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -18548328.000000 Penalty: 3991.989014
	Iteration 30Q: 3 clusters Score -1.854833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214754 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18548344.000000 Penalty: 3991.989014
	Iteration 31Q: 3 clusters Score -1.854834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214752 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18548348.000000 Penalty: 3991.989014
	Iteration 32Q: 3 clusters Score -1.854835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214744 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18548358.000000 Penalty: 3991.989014
	Iteration 33Q: 3 clusters Score -1.854836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214734 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -18548354.000000 Penalty: 3991.989014
	Iteration 34Q: 3 clusters Score -1.854835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214721 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18548350.000000 Penalty: 3991.989014
	Iteration 35Q: 3 clusters Score -1.854835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214704 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -18548392.000000 Penalty: 3991.989014
	Iteration 36Q: 3 clusters Score -1.854839e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214687 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -18548408.000000 Penalty: 3991.989014
	Iteration 37Q: 3 clusters Score -1.854841e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214663 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -18548438.000000 Penalty: 3991.989014
	Iteration 38Q: 3 clusters Score -1.854844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214633 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18548452.000000 Penalty: 3991.989014
	Iteration 39Q: 3 clusters Score -1.854845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214608 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18548450.000000 Penalty: 3991.989014
	Iteration 40F: 3 clusters Score -1.854845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214594 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18548480.000000 Penalty: 3991.989014
	Iteration 41Q: 3 clusters Score -1.854848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214593 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18548484.000000 Penalty: 3991.989014
	Iteration 42Q: 3 clusters Score -1.854848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214588 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18548498.000000 Penalty: 3991.989014
	Iteration 43Q: 3 clusters Score -1.85485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18548504.000000 Penalty: 3991.989014
	Iteration 44Q: 3 clusters Score -1.85485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18548530.000000 Penalty: 3991.989014
	Iteration 45Q: 3 clusters Score -1.854853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -18548542.000000 Penalty: 3991.989014
	Iteration 46Q: 3 clusters Score -1.854854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214555 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -18548542.000000 Penalty: 3991.989014
	Iteration 47Q: 3 clusters Score -1.854854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214547 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18548526.000000 Penalty: 3991.989014
	Iteration 48Q: 3 clusters Score -1.854853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214538 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18548530.000000 Penalty: 3991.989014
	Iteration 49Q: 3 clusters Score -1.854853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214530 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -18548532.000000 Penalty: 3991.989014
	Iteration 50Q: 3 clusters Score -1.854853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214527 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18548552.000000 Penalty: 3991.989014
	Iteration 51Q: 3 clusters Score -1.854855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214527 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18548572.000000 Penalty: 3991.989014
	Iteration 52Q: 3 clusters Score -1.854857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18548566.000000 Penalty: 3991.989014
	Iteration 53Q: 3 clusters Score -1.854857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214517 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18548582.000000 Penalty: 3991.989014
	Iteration 54Q: 3 clusters Score -1.854858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214514 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -18548602.000000 Penalty: 3991.989014
	Iteration 55Q: 3 clusters Score -1.85486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214505 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18548604.000000 Penalty: 3991.989014
	Iteration 56Q: 3 clusters Score -1.85486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214503 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -18548626.000000 Penalty: 3991.989014
	Iteration 57Q: 3 clusters Score -1.854863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18548630.000000 Penalty: 3991.989014
	Iteration 58Q: 3 clusters Score -1.854863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214498 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -18548638.000000 Penalty: 3991.989014
	Iteration 59Q: 3 clusters Score -1.854864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 60F: 3 clusters Score -1.854865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548658.000000 Penalty: 3991.989014
	Iteration 61Q: 3 clusters Score -1.854866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214496 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 62Q: 3 clusters Score -1.854865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 63Q: 3 clusters Score -1.854864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 64Q: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 65Q: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18548634.000000 Penalty: 3991.989014
	Iteration 66Q: 3 clusters Score -1.854863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214498 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 67Q: 3 clusters Score -1.854864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 68Q: 3 clusters Score -1.854864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214496 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18548646.000000 Penalty: 3991.989014
	Iteration 69Q: 3 clusters Score -1.854865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 70Q: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 71Q: 3 clusters Score -1.854864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18548628.000000 Penalty: 3991.989014
	Iteration 72Q: 3 clusters Score -1.854863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18548628.000000 Penalty: 3991.989014
	Iteration 73Q: 3 clusters Score -1.854863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 74Q: 3 clusters Score -1.854864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214493 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -18548638.000000 Penalty: 3991.989014
	Iteration 75Q: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 76Q: 3 clusters Score -1.854864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214496 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18548638.000000 Penalty: 3991.989014
	Iteration 77Q: 3 clusters Score -1.854864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18548646.000000 Penalty: 3991.989014
	Iteration 78Q: 3 clusters Score -1.854865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214496 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 79Q: 3 clusters Score -1.854864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 80F: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18548634.000000 Penalty: 3991.989014
	Iteration 81Q: 3 clusters Score -1.854863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18548626.000000 Penalty: 3991.989014
	Iteration 82Q: 3 clusters Score -1.854863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214483 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -18548630.000000 Penalty: 3991.989014
	Iteration 83Q: 3 clusters Score -1.854863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214471 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -18548648.000000 Penalty: 3991.989014
	Iteration 84Q: 3 clusters Score -1.854865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214460 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -18548632.000000 Penalty: 3991.989014
	Iteration 85Q: 3 clusters Score -1.854863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214445 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 86Q: 3 clusters Score -1.854864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214436 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 87Q: 3 clusters Score -1.854864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214437 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 88Q: 3 clusters Score -1.854864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214436 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -18548640.000000 Penalty: 3991.989014
	Iteration 89Q: 3 clusters Score -1.854864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214434 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -18548654.000000 Penalty: 3991.989014
	Iteration 90Q: 3 clusters Score -1.854865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214430 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 91Q: 3 clusters Score -1.854864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214427 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 92Q: 3 clusters Score -1.854864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214428 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 93Q: 3 clusters Score -1.854865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214432 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18548644.000000 Penalty: 3991.989014
	Iteration 94Q: 3 clusters Score -1.854864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214435 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18548668.000000 Penalty: 3991.989014
	Iteration 95Q: 3 clusters Score -1.854867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214435 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18548662.000000 Penalty: 3991.989014
	Iteration 96Q: 3 clusters Score -1.854866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214432 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18548664.000000 Penalty: 3991.989014
	Iteration 97Q: 3 clusters Score -1.854866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214432 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18548660.000000 Penalty: 3991.989014
	Iteration 98Q: 3 clusters Score -1.854866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214430 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -18548662.000000 Penalty: 3991.989014
	Iteration 99Q: 3 clusters Score -1.854866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214428 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18548642.000000 Penalty: 3991.989014
	Iteration 100F: 3 clusters Score -1.854864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214426 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18548648.000000 Penalty: 3991.989014
	Iteration 101Q: 3 clusters Score -1.854865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214421 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -18548648.000000 Penalty: 3991.989014
	Iteration 102Q: 3 clusters Score -1.854865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214418 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -18548658.000000 Penalty: 3991.989014
	Iteration 103Q: 3 clusters Score -1.854866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214414 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -18548664.000000 Penalty: 3991.989014
	Iteration 104Q: 3 clusters Score -1.854866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214412 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18548662.000000 Penalty: 3991.989014
	Iteration 105Q: 3 clusters Score -1.854866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214412 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18548662.000000 Penalty: 3991.989014
	Iteration 106Q: 3 clusters Score -1.854866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214412 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18548664.000000 Penalty: 3991.989014
	Iteration 107Q: 3 clusters Score -1.854866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214412 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -18548664.000000 Penalty: 3991.989014
	Iteration 108Q: 3 clusters Score -1.854866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214410 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 109Q: 3 clusters Score -1.854865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214408 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18548652.000000 Penalty: 3991.989014
	Iteration 110Q: 3 clusters Score -1.854865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214407 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -18548654.000000 Penalty: 3991.989014
	Iteration 111Q: 3 clusters Score -1.854865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214406 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -18548652.000000 Penalty: 3991.989014
	Iteration 112Q: 3 clusters Score -1.854865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214405 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 113Q: 3 clusters Score -1.854865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214405 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -18548650.000000 Penalty: 3991.989014
	Iteration 114F: 3 clusters Score -1.854865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Entering Unmasked Estep 
Score: -2105481.750000 Penalty: 1647.059326
	Iteration 0F: 2 clusters Score -2105482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2088456.500000 Penalty: 3294.118652
	Iteration 0F: 3 clusters Score -2088456 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2095441.000000 Penalty: 3294.118652
	Iteration 1F: 3 clusters Score -2095441 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2096779.875000 Penalty: 3294.118652
	Iteration 2F: 3 clusters Score -2096780 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2098419.250000 Penalty: 3294.118652
	Iteration 3F: 3 clusters Score -2098419 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2100290.500000 Penalty: 3294.118652
	Iteration 4F: 3 clusters Score -2100290 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2102020.250000 Penalty: 3294.118652
	Iteration 5F: 3 clusters Score -2102020 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2103413.500000 Penalty: 3294.118652
	Iteration 6F: 3 clusters Score -2103414 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2104364.750000 Penalty: 3294.118652
	Iteration 7F: 3 clusters Score -2104365 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2105009.500000 Penalty: 3294.118652
	Iteration 8Q: 3 clusters Score -2105010 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2105513.000000 Penalty: 3294.118652
	Iteration 9Q: 3 clusters Score -2105513 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2106043.500000 Penalty: 3294.118652
	Iteration 10Q: 3 clusters Score -2106044 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2106747.500000 Penalty: 3294.118652
	Iteration 11Q: 3 clusters Score -2106748 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2107672.500000 Penalty: 3294.118652
	Iteration 12Q: 3 clusters Score -2107672 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2108631.500000 Penalty: 3294.118652
	Iteration 13Q: 3 clusters Score -2108632 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2109320.750000 Penalty: 3294.118652
	Iteration 14Q: 3 clusters Score -2109321 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2109631.000000 Penalty: 3294.118652
	Iteration 15Q: 3 clusters Score -2109631 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2109710.250000 Penalty: 3294.118652
	Iteration 16Q: 3 clusters Score -2109710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2109749.750000 Penalty: 3294.118652
	Iteration 17Q: 3 clusters Score -2109750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2109764.000000 Penalty: 3294.118652
	Iteration 18Q: 3 clusters Score -2109764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2109770.250000 Penalty: 3294.118652
	Iteration 19Q: 3 clusters Score -2109770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2109775.750000 Penalty: 3294.118652
	Iteration 20F: 3 clusters Score -2109776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2109778.750000 Penalty: 3294.118652
	Iteration 21Q: 3 clusters Score -2109779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2109777.000000 Penalty: 3294.118652
	Iteration 22Q: 3 clusters Score -2109777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2109781.500000 Penalty: 3294.118652
	Iteration 23Q: 3 clusters Score -2109782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2109781.500000 Penalty: 3294.118652
	Iteration 24Q: 3 clusters Score -2109782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2109783.000000 Penalty: 3294.118652
	Iteration 25Q: 3 clusters Score -2109783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2109783.000000 Penalty: 3294.118652
	Iteration 26F: 3 clusters Score -2109783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 18629 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Entering Unmasked Estep 
Score: -54381908.000000 Penalty: 47890.144531
Splitting cluster 2 changes total score from -54378176.000000 to -54381908.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (11439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Entering Unmasked Estep 
Score: -956877.812500 Penalty: 1518.527344
	Iteration 0F: 2 clusters Score -956877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -948817.812500 Penalty: 3037.054688
	Iteration 0F: 3 clusters Score -948817.8 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -951471.000000 Penalty: 3037.054688
	Iteration 1F: 3 clusters Score -951471 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -951828.125000 Penalty: 3037.054688
	Iteration 2F: 3 clusters Score -951828.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -952233.437500 Penalty: 3037.054688
	Iteration 3F: 3 clusters Score -952233.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -952738.250000 Penalty: 3037.054688
	Iteration 4F: 3 clusters Score -952738.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -953361.125000 Penalty: 3037.054688
	Iteration 5F: 3 clusters Score -953361.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -954143.250000 Penalty: 3037.054688
	Iteration 6F: 3 clusters Score -954143.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -954936.125000 Penalty: 3037.054688
	Iteration 7F: 3 clusters Score -954936.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -955574.937500 Penalty: 3037.054688
	Iteration 8F: 3 clusters Score -955574.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -956007.187500 Penalty: 3037.054688
	Iteration 9F: 3 clusters Score -956007.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -956269.812500 Penalty: 3037.054688
	Iteration 10Q: 3 clusters Score -956269.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -956464.937500 Penalty: 3037.054688
	Iteration 11Q: 3 clusters Score -956464.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -956582.437500 Penalty: 3037.054688
	Iteration 12Q: 3 clusters Score -956582.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -956649.437500 Penalty: 3037.054688
	Iteration 13Q: 3 clusters Score -956649.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -956697.000000 Penalty: 3037.054688
	Iteration 14Q: 3 clusters Score -956697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -956723.000000 Penalty: 3037.054688
	Iteration 15Q: 3 clusters Score -956723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -956734.187500 Penalty: 3037.054688
	Iteration 16Q: 3 clusters Score -956734.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -956741.500000 Penalty: 3037.054688
	Iteration 17Q: 3 clusters Score -956741.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -956747.812500 Penalty: 3037.054688
	Iteration 18Q: 3 clusters Score -956747.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -956753.250000 Penalty: 3037.054688
	Iteration 19Q: 3 clusters Score -956753.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -956755.937500 Penalty: 3037.054688
	Iteration 20F: 3 clusters Score -956755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -956755.687500 Penalty: 3037.054688
	Iteration 21Q: 3 clusters Score -956755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -956757.937500 Penalty: 3037.054688
	Iteration 22Q: 3 clusters Score -956757.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -956759.125000 Penalty: 3037.054688
	Iteration 23Q: 3 clusters Score -956759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -956759.812500 Penalty: 3037.054688
	Iteration 24Q: 3 clusters Score -956759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -956759.625000 Penalty: 3037.054688
	Iteration 25Q: 3 clusters Score -956759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -956761.625000 Penalty: 3037.054688
	Iteration 26Q: 3 clusters Score -956761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -956761.125000 Penalty: 3037.054688
	Iteration 27Q: 3 clusters Score -956761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -956761.375000 Penalty: 3037.054688
	Iteration 28Q: 3 clusters Score -956761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -956761.375000 Penalty: 3037.054688
	Iteration 29Q: 3 clusters Score -956761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -956759.812500 Penalty: 3037.054688
	Iteration 30Q: 3 clusters Score -956759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -956762.687500 Penalty: 3037.054688
	Iteration 31Q: 3 clusters Score -956762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -956762.437500 Penalty: 3037.054688
	Iteration 32Q: 3 clusters Score -956762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -956762.625000 Penalty: 3037.054688
	Iteration 33Q: 3 clusters Score -956762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -956762.312500 Penalty: 3037.054688
	Iteration 34Q: 3 clusters Score -956762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -956761.750000 Penalty: 3037.054688
	Iteration 35Q: 3 clusters Score -956761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -956762.250000 Penalty: 3037.054688
	Iteration 36Q: 3 clusters Score -956762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -956762.250000 Penalty: 3037.054688
	Iteration 37F: 3 clusters Score -956762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Entering Unmasked Estep 
Score: -1222793.500000 Penalty: 1552.697876
	Iteration 0F: 2 clusters Score -1222794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1212895.000000 Penalty: 3105.395752
	Iteration 0F: 3 clusters Score -1212895 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1216437.125000 Penalty: 3105.395752
	Iteration 1F: 3 clusters Score -1216437 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1216784.875000 Penalty: 3105.395752
	Iteration 2F: 3 clusters Score -1216785 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1217119.500000 Penalty: 3105.395752
	Iteration 3Q: 3 clusters Score -1217120 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1217498.000000 Penalty: 3105.395752
	Iteration 4Q: 3 clusters Score -1217498 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1217985.500000 Penalty: 3105.395752
	Iteration 5F: 3 clusters Score -1217986 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1218543.000000 Penalty: 3105.395752
	Iteration 6F: 3 clusters Score -1218543 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1219132.250000 Penalty: 3105.395752
	Iteration 7F: 3 clusters Score -1219132 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1219687.625000 Penalty: 3105.395752
	Iteration 8F: 3 clusters Score -1219688 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1220136.000000 Penalty: 3105.395752
	Iteration 9Q: 3 clusters Score -1220136 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1220457.500000 Penalty: 3105.395752
	Iteration 10Q: 3 clusters Score -1220458 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1220623.250000 Penalty: 3105.395752
	Iteration 11Q: 3 clusters Score -1220623 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1220737.125000 Penalty: 3105.395752
	Iteration 12Q: 3 clusters Score -1220737 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1220847.125000 Penalty: 3105.395752
	Iteration 13Q: 3 clusters Score -1220847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1220951.000000 Penalty: 3105.395752
	Iteration 14Q: 3 clusters Score -1220951 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1221058.375000 Penalty: 3105.395752
	Iteration 15Q: 3 clusters Score -1221058 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1221199.125000 Penalty: 3105.395752
	Iteration 16Q: 3 clusters Score -1221199 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1221366.250000 Penalty: 3105.395752
	Iteration 17Q: 3 clusters Score -1221366 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1221578.625000 Penalty: 3105.395752
	Iteration 18Q: 3 clusters Score -1221579 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1221851.625000 Penalty: 3105.395752
	Iteration 19Q: 3 clusters Score -1221852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1222154.875000 Penalty: 3105.395752
	Iteration 20F: 3 clusters Score -1222155 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1222390.375000 Penalty: 3105.395752
	Iteration 21Q: 3 clusters Score -1222390 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1222547.000000 Penalty: 3105.395752
	Iteration 22Q: 3 clusters Score -1222547 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1222628.250000 Penalty: 3105.395752
	Iteration 23Q: 3 clusters Score -1222628 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1222666.000000 Penalty: 3105.395752
	Iteration 24Q: 3 clusters Score -1222666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1222686.500000 Penalty: 3105.395752
	Iteration 25Q: 3 clusters Score -1222686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1222696.125000 Penalty: 3105.395752
	Iteration 26Q: 3 clusters Score -1222696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1222709.875000 Penalty: 3105.395752
	Iteration 27Q: 3 clusters Score -1222710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1222715.500000 Penalty: 3105.395752
	Iteration 28Q: 3 clusters Score -1222716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1222725.375000 Penalty: 3105.395752
	Iteration 29Q: 3 clusters Score -1222725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1222727.125000 Penalty: 3105.395752
	Iteration 30Q: 3 clusters Score -1222727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1222725.875000 Penalty: 3105.395752
	Iteration 31Q: 3 clusters Score -1222726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1222727.750000 Penalty: 3105.395752
	Iteration 32Q: 3 clusters Score -1222728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1222730.375000 Penalty: 3105.395752
	Iteration 33Q: 3 clusters Score -1222730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1222731.875000 Penalty: 3105.395752
	Iteration 34Q: 3 clusters Score -1222732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1222733.750000 Penalty: 3105.395752
	Iteration 35Q: 3 clusters Score -1222734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1222736.625000 Penalty: 3105.395752
	Iteration 36Q: 3 clusters Score -1222737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1222735.250000 Penalty: 3105.395752
	Iteration 37Q: 3 clusters Score -1222735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1222734.125000 Penalty: 3105.395752
	Iteration 38Q: 3 clusters Score -1222734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1222734.125000 Penalty: 3105.395752
	Iteration 39Q: 3 clusters Score -1222734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1222736.250000 Penalty: 3105.395752
	Iteration 40F: 3 clusters Score -1222736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Entering Unmasked Estep 
Score: -1581164.000000 Penalty: 1597.777100
	Iteration 0F: 2 clusters Score -1581164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1568393.750000 Penalty: 3195.554199
	Iteration 0F: 3 clusters Score -1568394 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1573163.750000 Penalty: 3195.554199
	Iteration 1F: 3 clusters Score -1573164 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1575422.375000 Penalty: 3195.554199
	Iteration 2F: 3 clusters Score -1575422 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1579102.250000 Penalty: 3195.554199
	Iteration 3F: 3 clusters Score -1579102 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1582325.125000 Penalty: 3195.554199
	Iteration 4F: 3 clusters Score -1582325 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1584169.375000 Penalty: 3195.554199
	Iteration 5F: 3 clusters Score -1584169 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1584893.625000 Penalty: 3195.554199
	Iteration 6F: 3 clusters Score -1584894 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1585180.750000 Penalty: 3195.554199
	Iteration 7Q: 3 clusters Score -1585181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1585305.125000 Penalty: 3195.554199
	Iteration 8Q: 3 clusters Score -1585305 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1585370.500000 Penalty: 3195.554199
	Iteration 9Q: 3 clusters Score -1585370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1585416.500000 Penalty: 3195.554199
	Iteration 10Q: 3 clusters Score -1585416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1585446.750000 Penalty: 3195.554199
	Iteration 11Q: 3 clusters Score -1585447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1585467.625000 Penalty: 3195.554199
	Iteration 12Q: 3 clusters Score -1585468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1585489.375000 Penalty: 3195.554199
	Iteration 13Q: 3 clusters Score -1585489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1585504.000000 Penalty: 3195.554199
	Iteration 14Q: 3 clusters Score -1585504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1585526.000000 Penalty: 3195.554199
	Iteration 15Q: 3 clusters Score -1585526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1585543.875000 Penalty: 3195.554199
	Iteration 16Q: 3 clusters Score -1585544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1585554.250000 Penalty: 3195.554199
	Iteration 17Q: 3 clusters Score -1585554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1585566.500000 Penalty: 3195.554199
	Iteration 18Q: 3 clusters Score -1585566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1585574.875000 Penalty: 3195.554199
	Iteration 19Q: 3 clusters Score -1585575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1585590.500000 Penalty: 3195.554199
	Iteration 20F: 3 clusters Score -1585590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1585621.875000 Penalty: 3195.554199
	Iteration 21Q: 3 clusters Score -1585622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1585638.375000 Penalty: 3195.554199
	Iteration 22Q: 3 clusters Score -1585638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1585647.250000 Penalty: 3195.554199
	Iteration 23Q: 3 clusters Score -1585647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1585661.125000 Penalty: 3195.554199
	Iteration 24Q: 3 clusters Score -1585661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1585674.625000 Penalty: 3195.554199
	Iteration 25Q: 3 clusters Score -1585675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1585692.750000 Penalty: 3195.554199
	Iteration 26Q: 3 clusters Score -1585693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1585707.500000 Penalty: 3195.554199
	Iteration 27Q: 3 clusters Score -1585708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1585722.750000 Penalty: 3195.554199
	Iteration 28Q: 3 clusters Score -1585723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1585740.125000 Penalty: 3195.554199
	Iteration 29Q: 3 clusters Score -1585740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1585757.125000 Penalty: 3195.554199
	Iteration 30Q: 3 clusters Score -1585757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1585765.125000 Penalty: 3195.554199
	Iteration 31Q: 3 clusters Score -1585765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1585772.375000 Penalty: 3195.554199
	Iteration 32Q: 3 clusters Score -1585772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1585782.250000 Penalty: 3195.554199
	Iteration 33Q: 3 clusters Score -1585782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1585785.875000 Penalty: 3195.554199
	Iteration 34Q: 3 clusters Score -1585786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1585789.125000 Penalty: 3195.554199
	Iteration 35Q: 3 clusters Score -1585789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1585792.625000 Penalty: 3195.554199
	Iteration 36Q: 3 clusters Score -1585793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1585795.000000 Penalty: 3195.554199
	Iteration 37Q: 3 clusters Score -1585795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1585795.000000 Penalty: 3195.554199
	Iteration 38Q: 3 clusters Score -1585795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1585796.250000 Penalty: 3195.554199
	Iteration 39Q: 3 clusters Score -1585796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1585798.625000 Penalty: 3195.554199
	Iteration 40F: 3 clusters Score -1585799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1585800.625000 Penalty: 3195.554199
	Iteration 41Q: 3 clusters Score -1585801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1585799.625000 Penalty: 3195.554199
	Iteration 42Q: 3 clusters Score -1585800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1585799.625000 Penalty: 3195.554199
	Iteration 43F: 3 clusters Score -1585800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Entering Unmasked Estep 
Score: -54385908.000000 Penalty: 50066.968750
Splitting cluster 5 changes total score from -54378176.000000 to -54385908.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -480804.375000 Penalty: 1423.828247
	Iteration 0F: 2 clusters Score -480804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -476067.156250 Penalty: 2847.656494
	Iteration 0F: 3 clusters Score -476067.2 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -477887.437500 Penalty: 2847.656494
	Iteration 1F: 3 clusters Score -477887.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -478625.656250 Penalty: 2847.656494
	Iteration 2F: 3 clusters Score -478625.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -479412.031250 Penalty: 2847.656494
	Iteration 3F: 3 clusters Score -479412 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -480013.562500 Penalty: 2847.656494
	Iteration 4F: 3 clusters Score -480013.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -480346.406250 Penalty: 2847.656494
	Iteration 5F: 3 clusters Score -480346.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -480543.843750 Penalty: 2847.656494
	Iteration 6Q: 3 clusters Score -480543.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -480699.187500 Penalty: 2847.656494
	Iteration 7Q: 3 clusters Score -480699.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -480820.187500 Penalty: 2847.656494
	Iteration 8Q: 3 clusters Score -480820.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -480950.031250 Penalty: 2847.656494
	Iteration 9Q: 3 clusters Score -480950 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -481076.500000 Penalty: 2847.656494
	Iteration 10Q: 3 clusters Score -481076.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -481160.656250 Penalty: 2847.656494
	Iteration 11Q: 3 clusters Score -481160.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -481243.031250 Penalty: 2847.656494
	Iteration 12Q: 3 clusters Score -481243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -481314.218750 Penalty: 2847.656494
	Iteration 13Q: 3 clusters Score -481314.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -481383.843750 Penalty: 2847.656494
	Iteration 14Q: 3 clusters Score -481383.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -481441.187500 Penalty: 2847.656494
	Iteration 15Q: 3 clusters Score -481441.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -481492.000000 Penalty: 2847.656494
	Iteration 16Q: 3 clusters Score -481492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -481537.500000 Penalty: 2847.656494
	Iteration 17Q: 3 clusters Score -481537.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -481590.406250 Penalty: 2847.656494
	Iteration 18Q: 3 clusters Score -481590.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -481651.625000 Penalty: 2847.656494
	Iteration 19Q: 3 clusters Score -481651.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -481717.875000 Penalty: 2847.656494
	Iteration 20F: 3 clusters Score -481717.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -481773.250000 Penalty: 2847.656494
	Iteration 21Q: 3 clusters Score -481773.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -481819.375000 Penalty: 2847.656494
	Iteration 22Q: 3 clusters Score -481819.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -481866.375000 Penalty: 2847.656494
	Iteration 23Q: 3 clusters Score -481866.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -481910.156250 Penalty: 2847.656494
	Iteration 24Q: 3 clusters Score -481910.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -481942.718750 Penalty: 2847.656494
	Iteration 25Q: 3 clusters Score -481942.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -481964.218750 Penalty: 2847.656494
	Iteration 26Q: 3 clusters Score -481964.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -481979.531250 Penalty: 2847.656494
	Iteration 27Q: 3 clusters Score -481979.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -481988.312500 Penalty: 2847.656494
	Iteration 28Q: 3 clusters Score -481988.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -481996.531250 Penalty: 2847.656494
	Iteration 29Q: 3 clusters Score -481996.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -482005.781250 Penalty: 2847.656494
	Iteration 30Q: 3 clusters Score -482005.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -482013.750000 Penalty: 2847.656494
	Iteration 31Q: 3 clusters Score -482013.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -482018.562500 Penalty: 2847.656494
	Iteration 32Q: 3 clusters Score -482018.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -482023.781250 Penalty: 2847.656494
	Iteration 33Q: 3 clusters Score -482023.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -482030.312500 Penalty: 2847.656494
	Iteration 34Q: 3 clusters Score -482030.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -482037.531250 Penalty: 2847.656494
	Iteration 35Q: 3 clusters Score -482037.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -482043.156250 Penalty: 2847.656494
	Iteration 36Q: 3 clusters Score -482043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -482047.125000 Penalty: 2847.656494
	Iteration 37Q: 3 clusters Score -482047.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -482049.125000 Penalty: 2847.656494
	Iteration 38Q: 3 clusters Score -482049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -482049.906250 Penalty: 2847.656494
	Iteration 39Q: 3 clusters Score -482049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -482051.187500 Penalty: 2847.656494
	Iteration 40F: 3 clusters Score -482051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -482051.093750 Penalty: 2847.656494
	Iteration 41Q: 3 clusters Score -482051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -482051.437500 Penalty: 2847.656494
	Iteration 42Q: 3 clusters Score -482051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -482051.437500 Penalty: 2847.656494
	Iteration 43F: 3 clusters Score -482051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Entering Unmasked Estep 
Score: -54386416.000000 Penalty: 52243.792969
Splitting cluster 6 changes total score from -54378176.000000 to -54386416.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -808801.125000 Penalty: 1488.720947
	Iteration 0F: 2 clusters Score -808801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -802013.687500 Penalty: 2977.441895
	Iteration 0F: 3 clusters Score -802013.7 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -804200.812500 Penalty: 2977.441895
	Iteration 1F: 3 clusters Score -804200.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -804504.937500 Penalty: 2977.441895
	Iteration 2F: 3 clusters Score -804504.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -804792.875000 Penalty: 2977.441895
	Iteration 3F: 3 clusters Score -804792.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -805066.687500 Penalty: 2977.441895
	Iteration 4Q: 3 clusters Score -805066.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -805390.875000 Penalty: 2977.441895
	Iteration 5Q: 3 clusters Score -805390.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -805734.937500 Penalty: 2977.441895
	Iteration 6Q: 3 clusters Score -805734.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -806059.625000 Penalty: 2977.441895
	Iteration 7Q: 3 clusters Score -806059.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -806314.187500 Penalty: 2977.441895
	Iteration 8Q: 3 clusters Score -806314.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -806529.062500 Penalty: 2977.441895
	Iteration 9Q: 3 clusters Score -806529.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -806698.750000 Penalty: 2977.441895
	Iteration 10Q: 3 clusters Score -806698.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -806812.562500 Penalty: 2977.441895
	Iteration 11Q: 3 clusters Score -806812.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -806899.500000 Penalty: 2977.441895
	Iteration 12Q: 3 clusters Score -806899.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -806976.375000 Penalty: 2977.441895
	Iteration 13Q: 3 clusters Score -806976.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -807047.437500 Penalty: 2977.441895
	Iteration 14Q: 3 clusters Score -807047.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -807105.687500 Penalty: 2977.441895
	Iteration 15Q: 3 clusters Score -807105.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -807166.125000 Penalty: 2977.441895
	Iteration 16Q: 3 clusters Score -807166.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -807214.250000 Penalty: 2977.441895
	Iteration 17Q: 3 clusters Score -807214.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -807257.062500 Penalty: 2977.441895
	Iteration 18Q: 3 clusters Score -807257.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -807289.562500 Penalty: 2977.441895
	Iteration 19Q: 3 clusters Score -807289.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -807317.187500 Penalty: 2977.441895
	Iteration 20F: 3 clusters Score -807317.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -807344.875000 Penalty: 2977.441895
	Iteration 21Q: 3 clusters Score -807344.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -807370.062500 Penalty: 2977.441895
	Iteration 22Q: 3 clusters Score -807370.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -807395.875000 Penalty: 2977.441895
	Iteration 23Q: 3 clusters Score -807395.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -807411.500000 Penalty: 2977.441895
	Iteration 24Q: 3 clusters Score -807411.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -807421.750000 Penalty: 2977.441895
	Iteration 25Q: 3 clusters Score -807421.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -807434.437500 Penalty: 2977.441895
	Iteration 26Q: 3 clusters Score -807434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -807446.000000 Penalty: 2977.441895
	Iteration 27Q: 3 clusters Score -807446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -807456.062500 Penalty: 2977.441895
	Iteration 28Q: 3 clusters Score -807456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -807467.500000 Penalty: 2977.441895
	Iteration 29Q: 3 clusters Score -807467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -807473.125000 Penalty: 2977.441895
	Iteration 30Q: 3 clusters Score -807473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -807478.125000 Penalty: 2977.441895
	Iteration 31Q: 3 clusters Score -807478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -807480.687500 Penalty: 2977.441895
	Iteration 32Q: 3 clusters Score -807480.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -807484.375000 Penalty: 2977.441895
	Iteration 33Q: 3 clusters Score -807484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -807489.875000 Penalty: 2977.441895
	Iteration 34Q: 3 clusters Score -807489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -807491.937500 Penalty: 2977.441895
	Iteration 35Q: 3 clusters Score -807491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -807496.625000 Penalty: 2977.441895
	Iteration 36Q: 3 clusters Score -807496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -807502.250000 Penalty: 2977.441895
	Iteration 37Q: 3 clusters Score -807502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -807506.312500 Penalty: 2977.441895
	Iteration 38Q: 3 clusters Score -807506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -807507.625000 Penalty: 2977.441895
	Iteration 39Q: 3 clusters Score -807507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -807507.937500 Penalty: 2977.441895
	Iteration 40F: 3 clusters Score -807507.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -807510.437500 Penalty: 2977.441895
	Iteration 41Q: 3 clusters Score -807510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -807511.937500 Penalty: 2977.441895
	Iteration 42Q: 3 clusters Score -807511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -807514.250000 Penalty: 2977.441895
	Iteration 43Q: 3 clusters Score -807514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -807516.625000 Penalty: 2977.441895
	Iteration 44Q: 3 clusters Score -807516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -807517.000000 Penalty: 2977.441895
	Iteration 45Q: 3 clusters Score -807517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -807518.187500 Penalty: 2977.441895
	Iteration 46Q: 3 clusters Score -807518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -807518.687500 Penalty: 2977.441895
	Iteration 47Q: 3 clusters Score -807518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -807517.562500 Penalty: 2977.441895
	Iteration 48Q: 3 clusters Score -807517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -807518.562500 Penalty: 2977.441895
	Iteration 49Q: 3 clusters Score -807518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -807520.062500 Penalty: 2977.441895
	Iteration 50Q: 3 clusters Score -807520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -807523.562500 Penalty: 2977.441895
	Iteration 51Q: 3 clusters Score -807523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -807528.312500 Penalty: 2977.441895
	Iteration 52Q: 3 clusters Score -807528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -807529.875000 Penalty: 2977.441895
	Iteration 53Q: 3 clusters Score -807529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -807532.125000 Penalty: 2977.441895
	Iteration 54Q: 3 clusters Score -807532.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -807538.187500 Penalty: 2977.441895
	Iteration 55Q: 3 clusters Score -807538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -807540.937500 Penalty: 2977.441895
	Iteration 56Q: 3 clusters Score -807540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -807546.187500 Penalty: 2977.441895
	Iteration 57Q: 3 clusters Score -807546.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -807554.062500 Penalty: 2977.441895
	Iteration 58Q: 3 clusters Score -807554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -807557.875000 Penalty: 2977.441895
	Iteration 59Q: 3 clusters Score -807557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -807560.062500 Penalty: 2977.441895
	Iteration 60F: 3 clusters Score -807560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -807560.875000 Penalty: 2977.441895
	Iteration 61Q: 3 clusters Score -807560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -807563.250000 Penalty: 2977.441895
	Iteration 62Q: 3 clusters Score -807563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -807565.125000 Penalty: 2977.441895
	Iteration 63Q: 3 clusters Score -807565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -807566.875000 Penalty: 2977.441895
	Iteration 64Q: 3 clusters Score -807566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -807570.750000 Penalty: 2977.441895
	Iteration 65Q: 3 clusters Score -807570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -807573.187500 Penalty: 2977.441895
	Iteration 66Q: 3 clusters Score -807573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -807574.875000 Penalty: 2977.441895
	Iteration 67Q: 3 clusters Score -807574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -807577.937500 Penalty: 2977.441895
	Iteration 68Q: 3 clusters Score -807577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -807580.500000 Penalty: 2977.441895
	Iteration 69Q: 3 clusters Score -807580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -807579.812500 Penalty: 2977.441895
	Iteration 70Q: 3 clusters Score -807579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -807581.187500 Penalty: 2977.441895
	Iteration 71Q: 3 clusters Score -807581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -807588.187500 Penalty: 2977.441895
	Iteration 72Q: 3 clusters Score -807588.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -807593.437500 Penalty: 2977.441895
	Iteration 73Q: 3 clusters Score -807593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -807599.562500 Penalty: 2977.441895
	Iteration 74Q: 3 clusters Score -807599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -807601.687500 Penalty: 2977.441895
	Iteration 75Q: 3 clusters Score -807601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -807603.812500 Penalty: 2977.441895
	Iteration 76Q: 3 clusters Score -807603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -807604.375000 Penalty: 2977.441895
	Iteration 77Q: 3 clusters Score -807604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -807605.625000 Penalty: 2977.441895
	Iteration 78Q: 3 clusters Score -807605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -807604.812500 Penalty: 2977.441895
	Iteration 79Q: 3 clusters Score -807604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -807604.812500 Penalty: 2977.441895
	Iteration 80F: 3 clusters Score -807604.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -337398.562500 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -337398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -333826.812500 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -333826.8 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -335221.875000 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -335221.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -335968.531250 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -335968.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -336688.375000 Penalty: 2727.279785
	Iteration 3F: 3 clusters Score -336688.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -337248.781250 Penalty: 2727.279785
	Iteration 4F: 3 clusters Score -337248.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -337662.406250 Penalty: 2727.279785
	Iteration 5F: 3 clusters Score -337662.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -338024.531250 Penalty: 2727.279785
	Iteration 6F: 3 clusters Score -338024.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -338319.093750 Penalty: 2727.279785
	Iteration 7F: 3 clusters Score -338319.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -338482.593750 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -338482.6 nChanged 99
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: -338545.750000 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -338545.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -338569.781250 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -338569.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -338584.156250 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -338584.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -338596.562500 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -338596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -338605.781250 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -338605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -338608.281250 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -338608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -338611.156250 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -338611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -338612.812500 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -338612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -338614.062500 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -338614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -338615.031250 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -338615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -338615.656250 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -338615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -338615.937500 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -338615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -338616.593750 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -338616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -338617.187500 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -338617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -338617.187500 Penalty: 2727.279785
	Iteration 23F: 3 clusters Score -338617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Entering Unmasked Estep 
Score: -54386944.000000 Penalty: 54420.617188
Splitting cluster 8 changes total score from -54378176.000000 to -54386944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -432259.281250 Penalty: 1396.248779
	Iteration 0F: 2 clusters Score -432259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -428082.906250 Penalty: 2792.497559
	Iteration 0F: 3 clusters Score -428082.9 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -429806.000000 Penalty: 2792.497559
	Iteration 1F: 3 clusters Score -429806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -430657.656250 Penalty: 2792.497559
	Iteration 2F: 3 clusters Score -430657.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -431385.468750 Penalty: 2792.497559
	Iteration 3F: 3 clusters Score -431385.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -431979.187500 Penalty: 2792.497559
	Iteration 4F: 3 clusters Score -431979.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -432547.312500 Penalty: 2792.497559
	Iteration 5F: 3 clusters Score -432547.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -433696.531250 Penalty: 2792.497559
	Iteration 6F: 3 clusters Score -433696.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -435816.875000 Penalty: 2792.497559
	Iteration 7F: 3 clusters Score -435816.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -437215.406250 Penalty: 2792.497559
	Iteration 8Q: 3 clusters Score -437215.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -437359.031250 Penalty: 2792.497559
	Iteration 9Q: 3 clusters Score -437359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -437367.312500 Penalty: 2792.497559
	Iteration 10Q: 3 clusters Score -437367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -437371.156250 Penalty: 2792.497559
	Iteration 11Q: 3 clusters Score -437371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -437377.406250 Penalty: 2792.497559
	Iteration 12Q: 3 clusters Score -437377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -437381.500000 Penalty: 2792.497559
	Iteration 13Q: 3 clusters Score -437381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -437381.250000 Penalty: 2792.497559
	Iteration 14Q: 3 clusters Score -437381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -437381.250000 Penalty: 2792.497559
	Iteration 15F: 3 clusters Score -437381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 2215 members 
Entering Unmasked Estep 
Score: -54391136.000000 Penalty: 56597.441406
Splitting cluster 9 changes total score from -54378176.000000 to -54391136.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (12266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Entering Unmasked Estep 
Score: -1050192.000000 Penalty: 1529.870239
	Iteration 0F: 2 clusters Score -1050192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1041601.187500 Penalty: 3059.740479
	Iteration 0F: 3 clusters Score -1041601 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1044569.000000 Penalty: 3059.740479
	Iteration 1F: 3 clusters Score -1044569 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1044900.312500 Penalty: 3059.740479
	Iteration 2F: 3 clusters Score -1044900 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1045172.625000 Penalty: 3059.740479
	Iteration 3Q: 3 clusters Score -1045173 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1045433.000000 Penalty: 3059.740479
	Iteration 4Q: 3 clusters Score -1045433 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1045692.375000 Penalty: 3059.740479
	Iteration 5Q: 3 clusters Score -1045692 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1045932.250000 Penalty: 3059.740479
	Iteration 6Q: 3 clusters Score -1045932 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1046173.312500 Penalty: 3059.740479
	Iteration 7Q: 3 clusters Score -1046173 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1046448.937500 Penalty: 3059.740479
	Iteration 8Q: 3 clusters Score -1046449 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1046747.375000 Penalty: 3059.740479
	Iteration 9Q: 3 clusters Score -1046747 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1047070.250000 Penalty: 3059.740479
	Iteration 10Q: 3 clusters Score -1047070 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1047406.625000 Penalty: 3059.740479
	Iteration 11Q: 3 clusters Score -1047407 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1047754.500000 Penalty: 3059.740479
	Iteration 12Q: 3 clusters Score -1047754 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1048033.000000 Penalty: 3059.740479
	Iteration 13Q: 3 clusters Score -1048033 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1048253.000000 Penalty: 3059.740479
	Iteration 14Q: 3 clusters Score -1048253 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1048432.437500 Penalty: 3059.740479
	Iteration 15Q: 3 clusters Score -1048432 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1048591.500000 Penalty: 3059.740479
	Iteration 16Q: 3 clusters Score -1048592 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1048715.500000 Penalty: 3059.740479
	Iteration 17Q: 3 clusters Score -1048716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1048819.625000 Penalty: 3059.740479
	Iteration 18Q: 3 clusters Score -1048820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1048901.250000 Penalty: 3059.740479
	Iteration 19Q: 3 clusters Score -1048901 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1048976.375000 Penalty: 3059.740479
	Iteration 20F: 3 clusters Score -1048976 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1049045.375000 Penalty: 3059.740479
	Iteration 21Q: 3 clusters Score -1049045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1049107.750000 Penalty: 3059.740479
	Iteration 22Q: 3 clusters Score -1049108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1049144.875000 Penalty: 3059.740479
	Iteration 23Q: 3 clusters Score -1049145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1049169.500000 Penalty: 3059.740479
	Iteration 24Q: 3 clusters Score -1049170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1049197.875000 Penalty: 3059.740479
	Iteration 25Q: 3 clusters Score -1049198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1049220.250000 Penalty: 3059.740479
	Iteration 26Q: 3 clusters Score -1049220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1049236.500000 Penalty: 3059.740479
	Iteration 27Q: 3 clusters Score -1049236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1049240.250000 Penalty: 3059.740479
	Iteration 28Q: 3 clusters Score -1049240 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1049247.625000 Penalty: 3059.740479
	Iteration 29Q: 3 clusters Score -1049248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1049254.875000 Penalty: 3059.740479
	Iteration 30Q: 3 clusters Score -1049255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1049260.500000 Penalty: 3059.740479
	Iteration 31Q: 3 clusters Score -1049260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1049267.000000 Penalty: 3059.740479
	Iteration 32Q: 3 clusters Score -1049267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1049274.625000 Penalty: 3059.740479
	Iteration 33Q: 3 clusters Score -1049275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1049278.875000 Penalty: 3059.740479
	Iteration 34Q: 3 clusters Score -1049279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1049282.500000 Penalty: 3059.740479
	Iteration 35Q: 3 clusters Score -1049282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1049283.875000 Penalty: 3059.740479
	Iteration 36Q: 3 clusters Score -1049284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1049289.250000 Penalty: 3059.740479
	Iteration 37Q: 3 clusters Score -1049289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1049290.750000 Penalty: 3059.740479
	Iteration 38Q: 3 clusters Score -1049291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1049292.625000 Penalty: 3059.740479
	Iteration 39Q: 3 clusters Score -1049293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1049295.875000 Penalty: 3059.740479
	Iteration 40F: 3 clusters Score -1049296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1049297.625000 Penalty: 3059.740479
	Iteration 41Q: 3 clusters Score -1049298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1049297.625000 Penalty: 3059.740479
	Iteration 42Q: 3 clusters Score -1049298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1049300.125000 Penalty: 3059.740479
	Iteration 43Q: 3 clusters Score -1049300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1049300.750000 Penalty: 3059.740479
	Iteration 44Q: 3 clusters Score -1049301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1049300.625000 Penalty: 3059.740479
	Iteration 45Q: 3 clusters Score -1049301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1049299.125000 Penalty: 3059.740479
	Iteration 46Q: 3 clusters Score -1049299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1049298.875000 Penalty: 3059.740479
	Iteration 47Q: 3 clusters Score -1049299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1049302.125000 Penalty: 3059.740479
	Iteration 48Q: 3 clusters Score -1049302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1049303.125000 Penalty: 3059.740479
	Iteration 49Q: 3 clusters Score -1049303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1049303.625000 Penalty: 3059.740479
	Iteration 50Q: 3 clusters Score -1049304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1049305.375000 Penalty: 3059.740479
	Iteration 51Q: 3 clusters Score -1049305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1049304.875000 Penalty: 3059.740479
	Iteration 52Q: 3 clusters Score -1049305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1049309.000000 Penalty: 3059.740479
	Iteration 53Q: 3 clusters Score -1049309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1049308.875000 Penalty: 3059.740479
	Iteration 54Q: 3 clusters Score -1049309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1049311.125000 Penalty: 3059.740479
	Iteration 55Q: 3 clusters Score -1049311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1049311.000000 Penalty: 3059.740479
	Iteration 56Q: 3 clusters Score -1049311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1049311.500000 Penalty: 3059.740479
	Iteration 57Q: 3 clusters Score -1049312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1049310.875000 Penalty: 3059.740479
	Iteration 58Q: 3 clusters Score -1049311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1049312.875000 Penalty: 3059.740479
	Iteration 59Q: 3 clusters Score -1049313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1049315.000000 Penalty: 3059.740479
	Iteration 60F: 3 clusters Score -1049315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1049314.250000 Penalty: 3059.740479
	Iteration 61Q: 3 clusters Score -1049314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1049313.625000 Penalty: 3059.740479
	Iteration 62Q: 3 clusters Score -1049314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1049312.875000 Penalty: 3059.740479
	Iteration 63Q: 3 clusters Score -1049313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1049311.500000 Penalty: 3059.740479
	Iteration 64Q: 3 clusters Score -1049312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1049313.875000 Penalty: 3059.740479
	Iteration 65Q: 3 clusters Score -1049314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1049312.875000 Penalty: 3059.740479
	Iteration 66Q: 3 clusters Score -1049313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1049315.750000 Penalty: 3059.740479
	Iteration 67Q: 3 clusters Score -1049316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1049316.250000 Penalty: 3059.740479
	Iteration 68Q: 3 clusters Score -1049316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1049316.250000 Penalty: 3059.740479
	Iteration 69Q: 3 clusters Score -1049316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1049317.000000 Penalty: 3059.740479
	Iteration 70Q: 3 clusters Score -1049317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1049317.375000 Penalty: 3059.740479
	Iteration 71Q: 3 clusters Score -1049317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1049319.000000 Penalty: 3059.740479
	Iteration 72Q: 3 clusters Score -1049319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1049321.000000 Penalty: 3059.740479
	Iteration 73Q: 3 clusters Score -1049321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1049321.125000 Penalty: 3059.740479
	Iteration 74Q: 3 clusters Score -1049321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1049319.750000 Penalty: 3059.740479
	Iteration 75Q: 3 clusters Score -1049320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1049320.750000 Penalty: 3059.740479
	Iteration 76Q: 3 clusters Score -1049321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1049319.750000 Penalty: 3059.740479
	Iteration 77Q: 3 clusters Score -1049320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1049319.375000 Penalty: 3059.740479
	Iteration 78Q: 3 clusters Score -1049319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1049319.375000 Penalty: 3059.740479
	Iteration 79F: 3 clusters Score -1049319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -153583.250000 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -153583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -151514.562500 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -151514.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -151982.546875 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -151982.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152142.578125 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -152142.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152266.671875 Penalty: 2457.533447
	Iteration 3F: 3 clusters Score -152266.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152367.500000 Penalty: 2457.533447
	Iteration 4F: 3 clusters Score -152367.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152475.953125 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -152476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152575.906250 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -152575.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152643.984375 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -152644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152715.234375 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -152715.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152805.031250 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -152805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152877.281250 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -152877.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152924.343750 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -152924.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152964.359375 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -152964.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153007.375000 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -153007.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153042.390625 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -153042.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153072.453125 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -153072.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -153103.078125 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -153103.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -153123.546875 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -153123.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -153144.250000 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -153144.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153157.781250 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -153157.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -153167.703125 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -153167.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153176.984375 Penalty: 2457.533447
	Iteration 21Q: 3 clusters Score -153177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153187.796875 Penalty: 2457.533447
	Iteration 22Q: 3 clusters Score -153187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -153194.062500 Penalty: 2457.533447
	Iteration 23Q: 3 clusters Score -153194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -153202.109375 Penalty: 2457.533447
	Iteration 24Q: 3 clusters Score -153202.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -153207.765625 Penalty: 2457.533447
	Iteration 25Q: 3 clusters Score -153207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -153210.468750 Penalty: 2457.533447
	Iteration 26Q: 3 clusters Score -153210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153213.109375 Penalty: 2457.533447
	Iteration 27Q: 3 clusters Score -153213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -153214.125000 Penalty: 2457.533447
	Iteration 28Q: 3 clusters Score -153214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -153214.828125 Penalty: 2457.533447
	Iteration 29Q: 3 clusters Score -153214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153216.609375 Penalty: 2457.533447
	Iteration 30Q: 3 clusters Score -153216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153218.265625 Penalty: 2457.533447
	Iteration 31Q: 3 clusters Score -153218.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153218.265625 Penalty: 2457.533447
	Iteration 32F: 3 clusters Score -153218.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Entering Unmasked Estep 
Score: -1789341.750000 Penalty: 1619.045776
	Iteration 0F: 2 clusters Score -1789342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1774924.125000 Penalty: 3238.091553
	Iteration 0F: 3 clusters Score -1774924 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1780384.250000 Penalty: 3238.091553
	Iteration 1F: 3 clusters Score -1780384 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1780993.250000 Penalty: 3238.091553
	Iteration 2F: 3 clusters Score -1780993 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1781822.875000 Penalty: 3238.091553
	Iteration 3F: 3 clusters Score -1781823 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1782996.125000 Penalty: 3238.091553
	Iteration 4F: 3 clusters Score -1782996 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1784441.125000 Penalty: 3238.091553
	Iteration 5F: 3 clusters Score -1784441 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1785930.500000 Penalty: 3238.091553
	Iteration 6F: 3 clusters Score -1785930 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1787224.875000 Penalty: 3238.091553
	Iteration 7F: 3 clusters Score -1787225 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1788045.625000 Penalty: 3238.091553
	Iteration 8Q: 3 clusters Score -1788046 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1788482.500000 Penalty: 3238.091553
	Iteration 9Q: 3 clusters Score -1788482 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1788697.250000 Penalty: 3238.091553
	Iteration 10Q: 3 clusters Score -1788697 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1788838.000000 Penalty: 3238.091553
	Iteration 11Q: 3 clusters Score -1788838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1788934.125000 Penalty: 3238.091553
	Iteration 12Q: 3 clusters Score -1788934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1789015.750000 Penalty: 3238.091553
	Iteration 13Q: 3 clusters Score -1789016 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1789089.375000 Penalty: 3238.091553
	Iteration 14Q: 3 clusters Score -1789089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1789157.750000 Penalty: 3238.091553
	Iteration 15Q: 3 clusters Score -1789158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1789208.375000 Penalty: 3238.091553
	Iteration 16Q: 3 clusters Score -1789208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1789251.375000 Penalty: 3238.091553
	Iteration 17Q: 3 clusters Score -1789251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1789284.125000 Penalty: 3238.091553
	Iteration 18Q: 3 clusters Score -1789284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1789312.875000 Penalty: 3238.091553
	Iteration 19Q: 3 clusters Score -1789313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1789329.625000 Penalty: 3238.091553
	Iteration 20F: 3 clusters Score -1789330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1789345.000000 Penalty: 3238.091553
	Iteration 21Q: 3 clusters Score -1789345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1789349.375000 Penalty: 3238.091553
	Iteration 22Q: 3 clusters Score -1789349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1789363.125000 Penalty: 3238.091553
	Iteration 23Q: 3 clusters Score -1789363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1789368.250000 Penalty: 3238.091553
	Iteration 24Q: 3 clusters Score -1789368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1789371.000000 Penalty: 3238.091553
	Iteration 25Q: 3 clusters Score -1789371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1789371.500000 Penalty: 3238.091553
	Iteration 26Q: 3 clusters Score -1789372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1789373.000000 Penalty: 3238.091553
	Iteration 27Q: 3 clusters Score -1789373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1789369.375000 Penalty: 3238.091553
	Iteration 28Q: 3 clusters Score -1789369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1789370.250000 Penalty: 3238.091553
	Iteration 29Q: 3 clusters Score -1789370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1789371.125000 Penalty: 3238.091553
	Iteration 30Q: 3 clusters Score -1789371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1789370.750000 Penalty: 3238.091553
	Iteration 31Q: 3 clusters Score -1789371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1789372.125000 Penalty: 3238.091553
	Iteration 32Q: 3 clusters Score -1789372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1789371.250000 Penalty: 3238.091553
	Iteration 33Q: 3 clusters Score -1789371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1789370.625000 Penalty: 3238.091553
	Iteration 34Q: 3 clusters Score -1789371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1789370.625000 Penalty: 3238.091553
	Iteration 35F: 3 clusters Score -1789371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 2215 members 
Mstep: Class 27 contains 16806 members 
Entering Unmasked Estep 
Score: -54390556.000000 Penalty: 58774.265625
Splitting cluster 12 changes total score from -54378176.000000 to -54390556.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (5788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Entering Unmasked Estep 
Score: -476403.687500 Penalty: 1407.825562
	Iteration 0F: 2 clusters Score -476403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -471908.406250 Penalty: 2815.651123
	Iteration 0F: 3 clusters Score -471908.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -473224.062500 Penalty: 2815.651123
	Iteration 1F: 3 clusters Score -473224.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -473513.031250 Penalty: 2815.651123
	Iteration 2F: 3 clusters Score -473513 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -473878.093750 Penalty: 2815.651123
	Iteration 3F: 3 clusters Score -473878.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -474402.843750 Penalty: 2815.651123
	Iteration 4F: 3 clusters Score -474402.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -475048.718750 Penalty: 2815.651123
	Iteration 5F: 3 clusters Score -475048.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -475711.343750 Penalty: 2815.651123
	Iteration 6F: 3 clusters Score -475711.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -476340.281250 Penalty: 2815.651123
	Iteration 7F: 3 clusters Score -476340.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -476716.000000 Penalty: 2815.651123
	Iteration 8F: 3 clusters Score -476716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -476913.031250 Penalty: 2815.651123
	Iteration 9Q: 3 clusters Score -476913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -476989.312500 Penalty: 2815.651123
	Iteration 10Q: 3 clusters Score -476989.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -477019.812500 Penalty: 2815.651123
	Iteration 11Q: 3 clusters Score -477019.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -477036.000000 Penalty: 2815.651123
	Iteration 12Q: 3 clusters Score -477036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -477048.906250 Penalty: 2815.651123
	Iteration 13Q: 3 clusters Score -477048.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -477058.093750 Penalty: 2815.651123
	Iteration 14Q: 3 clusters Score -477058.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -477073.312500 Penalty: 2815.651123
	Iteration 15Q: 3 clusters Score -477073.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -477090.218750 Penalty: 2815.651123
	Iteration 16Q: 3 clusters Score -477090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -477118.656250 Penalty: 2815.651123
	Iteration 17Q: 3 clusters Score -477118.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -477149.312500 Penalty: 2815.651123
	Iteration 18Q: 3 clusters Score -477149.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -477187.531250 Penalty: 2815.651123
	Iteration 19Q: 3 clusters Score -477187.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -477240.437500 Penalty: 2815.651123
	Iteration 20F: 3 clusters Score -477240.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -477295.750000 Penalty: 2815.651123
	Iteration 21Q: 3 clusters Score -477295.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -477336.000000 Penalty: 2815.651123
	Iteration 22Q: 3 clusters Score -477336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -477379.437500 Penalty: 2815.651123
	Iteration 23Q: 3 clusters Score -477379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -477411.500000 Penalty: 2815.651123
	Iteration 24Q: 3 clusters Score -477411.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -477433.968750 Penalty: 2815.651123
	Iteration 25Q: 3 clusters Score -477434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -477447.031250 Penalty: 2815.651123
	Iteration 26Q: 3 clusters Score -477447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -477454.093750 Penalty: 2815.651123
	Iteration 27Q: 3 clusters Score -477454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -477458.531250 Penalty: 2815.651123
	Iteration 28Q: 3 clusters Score -477458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -477462.250000 Penalty: 2815.651123
	Iteration 29Q: 3 clusters Score -477462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -477466.750000 Penalty: 2815.651123
	Iteration 30Q: 3 clusters Score -477466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -477467.156250 Penalty: 2815.651123
	Iteration 31Q: 3 clusters Score -477467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -477468.843750 Penalty: 2815.651123
	Iteration 32Q: 3 clusters Score -477468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -477468.843750 Penalty: 2815.651123
	Iteration 33F: 3 clusters Score -477468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 2215 members 
Mstep: Class 27 contains 16806 members 
Mstep: Class 28 contains 1329 members 
Entering Unmasked Estep 
Score: -54390836.000000 Penalty: 60951.093750
Splitting cluster 13 changes total score from -54378176.000000 to -54390836.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (27283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Entering Unmasked Estep 
Score: -2072797.000000 Penalty: 1659.778076
	Iteration 0F: 2 clusters Score -2072797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2054589.500000 Penalty: 3319.556152
	Iteration 0F: 3 clusters Score -2054590 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2062307.000000 Penalty: 3319.556152
	Iteration 1F: 3 clusters Score -2062307 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2063569.250000 Penalty: 3319.556152
	Iteration 2F: 3 clusters Score -2063569 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2064976.000000 Penalty: 3319.556152
	Iteration 3F: 3 clusters Score -2064976 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2066352.750000 Penalty: 3319.556152
	Iteration 4F: 3 clusters Score -2066353 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2067838.250000 Penalty: 3319.556152
	Iteration 5F: 3 clusters Score -2067838 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2069355.625000 Penalty: 3319.556152
	Iteration 6F: 3 clusters Score -2069356 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2070846.875000 Penalty: 3319.556152
	Iteration 7F: 3 clusters Score -2070847 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2072011.250000 Penalty: 3319.556152
	Iteration 8Q: 3 clusters Score -2072011 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2072837.500000 Penalty: 3319.556152
	Iteration 9Q: 3 clusters Score -2072838 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2073436.125000 Penalty: 3319.556152
	Iteration 10Q: 3 clusters Score -2073436 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2073916.500000 Penalty: 3319.556152
	Iteration 11Q: 3 clusters Score -2073916 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2074255.125000 Penalty: 3319.556152
	Iteration 12Q: 3 clusters Score -2074255 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2074481.250000 Penalty: 3319.556152
	Iteration 13Q: 3 clusters Score -2074481 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2074613.000000 Penalty: 3319.556152
	Iteration 14Q: 3 clusters Score -2074613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2074682.125000 Penalty: 3319.556152
	Iteration 15Q: 3 clusters Score -2074682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2074727.375000 Penalty: 3319.556152
	Iteration 16Q: 3 clusters Score -2074727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -2074738.250000 Penalty: 3319.556152
	Iteration 17Q: 3 clusters Score -2074738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2074753.625000 Penalty: 3319.556152
	Iteration 18Q: 3 clusters Score -2074754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2074757.625000 Penalty: 3319.556152
	Iteration 19Q: 3 clusters Score -2074758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2074819.625000 Penalty: 3319.556152
	Iteration 20F: 3 clusters Score -2074820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2074841.875000 Penalty: 3319.556152
	Iteration 21Q: 3 clusters Score -2074842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2074858.250000 Penalty: 3319.556152
	Iteration 22Q: 3 clusters Score -2074858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2074874.000000 Penalty: 3319.556152
	Iteration 23Q: 3 clusters Score -2074874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2074873.000000 Penalty: 3319.556152
	Iteration 24Q: 3 clusters Score -2074873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2074874.875000 Penalty: 3319.556152
	Iteration 25Q: 3 clusters Score -2074875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2074881.500000 Penalty: 3319.556152
	Iteration 26Q: 3 clusters Score -2074882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -2074881.250000 Penalty: 3319.556152
	Iteration 27Q: 3 clusters Score -2074881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2074882.625000 Penalty: 3319.556152
	Iteration 28Q: 3 clusters Score -2074883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2074882.625000 Penalty: 3319.556152
	Iteration 29Q: 3 clusters Score -2074883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2074887.625000 Penalty: 3319.556152
	Iteration 30Q: 3 clusters Score -2074888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2074885.125000 Penalty: 3319.556152
	Iteration 31Q: 3 clusters Score -2074885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2074886.000000 Penalty: 3319.556152
	Iteration 32Q: 3 clusters Score -2074886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2074886.000000 Penalty: 3319.556152
	Iteration 33F: 3 clusters Score -2074886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 10806 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 2215 members 
Mstep: Class 27 contains 16806 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 26093 members 
Entering Unmasked Estep 
Score: -54392292.000000 Penalty: 63127.917969
Splitting cluster 14 changes total score from -54378176.000000 to -54392292.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -535879.562500 Penalty: 1425.145874
	Iteration 0F: 2 clusters Score -535879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -530971.812500 Penalty: 2850.291748
	Iteration 0F: 3 clusters Score -530971.8 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -532365.250000 Penalty: 2850.291748
	Iteration 1F: 3 clusters Score -532365.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -532602.625000 Penalty: 2850.291748
	Iteration 2F: 3 clusters Score -532602.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -532799.375000 Penalty: 2850.291748
	Iteration 3F: 3 clusters Score -532799.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -532967.250000 Penalty: 2850.291748
	Iteration 4F: 3 clusters Score -532967.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -533135.437500 Penalty: 2850.291748
	Iteration 5Q: 3 clusters Score -533135.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -533298.437500 Penalty: 2850.291748
	Iteration 6Q: 3 clusters Score -533298.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -533470.125000 Penalty: 2850.291748
	Iteration 7Q: 3 clusters Score -533470.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -533620.250000 Penalty: 2850.291748
	Iteration 8Q: 3 clusters Score -533620.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -533742.750000 Penalty: 2850.291748
	Iteration 9Q: 3 clusters Score -533742.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -533850.562500 Penalty: 2850.291748
	Iteration 10Q: 3 clusters Score -533850.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -533926.875000 Penalty: 2850.291748
	Iteration 11Q: 3 clusters Score -533926.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -533998.687500 Penalty: 2850.291748
	Iteration 12Q: 3 clusters Score -533998.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -534093.437500 Penalty: 2850.291748
	Iteration 13Q: 3 clusters Score -534093.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -534206.062500 Penalty: 2850.291748
	Iteration 14Q: 3 clusters Score -534206.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -534316.062500 Penalty: 2850.291748
	Iteration 15Q: 3 clusters Score -534316.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -534435.312500 Penalty: 2850.291748
	Iteration 16Q: 3 clusters Score -534435.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -534547.062500 Penalty: 2850.291748
	Iteration 17Q: 3 clusters Score -534547.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -534644.500000 Penalty: 2850.291748
	Iteration 18Q: 3 clusters Score -534644.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -534714.125000 Penalty: 2850.291748
	Iteration 19Q: 3 clusters Score -534714.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -534753.562500 Penalty: 2850.291748
	Iteration 20F: 3 clusters Score -534753.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -534789.062500 Penalty: 2850.291748
	Iteration 21Q: 3 clusters Score -534789.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -534820.812500 Penalty: 2850.291748
	Iteration 22Q: 3 clusters Score -534820.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -534833.562500 Penalty: 2850.291748
	Iteration 23Q: 3 clusters Score -534833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -534841.750000 Penalty: 2850.291748
	Iteration 24Q: 3 clusters Score -534841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -534844.437500 Penalty: 2850.291748
	Iteration 25Q: 3 clusters Score -534844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -534847.312500 Penalty: 2850.291748
	Iteration 26Q: 3 clusters Score -534847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -534851.500000 Penalty: 2850.291748
	Iteration 27Q: 3 clusters Score -534851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -534851.750000 Penalty: 2850.291748
	Iteration 28Q: 3 clusters Score -534851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -534851.750000 Penalty: 2850.291748
	Iteration 29F: 3 clusters Score -534851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -328330.250000 Penalty: 1342.414185
	Iteration 0F: 2 clusters Score -328330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -325043.437500 Penalty: 2684.828369
	Iteration 0F: 3 clusters Score -325043.4 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -325869.718750 Penalty: 2684.828369
	Iteration 1F: 3 clusters Score -325869.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -326032.687500 Penalty: 2684.828369
	Iteration 2F: 3 clusters Score -326032.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -326122.843750 Penalty: 2684.828369
	Iteration 3Q: 3 clusters Score -326122.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -326182.593750 Penalty: 2684.828369
	Iteration 4Q: 3 clusters Score -326182.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -326217.062500 Penalty: 2684.828369
	Iteration 5Q: 3 clusters Score -326217.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326245.031250 Penalty: 2684.828369
	Iteration 6Q: 3 clusters Score -326245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -326272.906250 Penalty: 2684.828369
	Iteration 7Q: 3 clusters Score -326272.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -326301.125000 Penalty: 2684.828369
	Iteration 8Q: 3 clusters Score -326301.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -326329.812500 Penalty: 2684.828369
	Iteration 9Q: 3 clusters Score -326329.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -326349.593750 Penalty: 2684.828369
	Iteration 10Q: 3 clusters Score -326349.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -326369.656250 Penalty: 2684.828369
	Iteration 11Q: 3 clusters Score -326369.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -326389.156250 Penalty: 2684.828369
	Iteration 12Q: 3 clusters Score -326389.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326402.343750 Penalty: 2684.828369
	Iteration 13Q: 3 clusters Score -326402.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -326414.531250 Penalty: 2684.828369
	Iteration 14Q: 3 clusters Score -326414.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -326431.843750 Penalty: 2684.828369
	Iteration 15Q: 3 clusters Score -326431.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -326450.281250 Penalty: 2684.828369
	Iteration 16Q: 3 clusters Score -326450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -326468.375000 Penalty: 2684.828369
	Iteration 17Q: 3 clusters Score -326468.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -326489.156250 Penalty: 2684.828369
	Iteration 18Q: 3 clusters Score -326489.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326513.187500 Penalty: 2684.828369
	Iteration 19Q: 3 clusters Score -326513.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -326538.812500 Penalty: 2684.828369
	Iteration 20F: 3 clusters Score -326538.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -326561.468750 Penalty: 2684.828369
	Iteration 21Q: 3 clusters Score -326561.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -326586.593750 Penalty: 2684.828369
	Iteration 22Q: 3 clusters Score -326586.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -326620.593750 Penalty: 2684.828369
	Iteration 23Q: 3 clusters Score -326620.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -326649.843750 Penalty: 2684.828369
	Iteration 24Q: 3 clusters Score -326649.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326683.906250 Penalty: 2684.828369
	Iteration 25Q: 3 clusters Score -326683.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -326723.593750 Penalty: 2684.828369
	Iteration 26Q: 3 clusters Score -326723.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -326763.906250 Penalty: 2684.828369
	Iteration 27Q: 3 clusters Score -326763.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -326798.562500 Penalty: 2684.828369
	Iteration 28Q: 3 clusters Score -326798.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -326828.968750 Penalty: 2684.828369
	Iteration 29Q: 3 clusters Score -326829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -326862.562500 Penalty: 2684.828369
	Iteration 30Q: 3 clusters Score -326862.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -326884.406250 Penalty: 2684.828369
	Iteration 31Q: 3 clusters Score -326884.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -326909.406250 Penalty: 2684.828369
	Iteration 32Q: 3 clusters Score -326909.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -326931.718750 Penalty: 2684.828369
	Iteration 33Q: 3 clusters Score -326931.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -326950.500000 Penalty: 2684.828369
	Iteration 34Q: 3 clusters Score -326950.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -326971.062500 Penalty: 2684.828369
	Iteration 35Q: 3 clusters Score -326971.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -326990.625000 Penalty: 2684.828369
	Iteration 36Q: 3 clusters Score -326990.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -327006.312500 Penalty: 2684.828369
	Iteration 37Q: 3 clusters Score -327006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -327021.125000 Penalty: 2684.828369
	Iteration 38Q: 3 clusters Score -327021.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -327040.125000 Penalty: 2684.828369
	Iteration 39Q: 3 clusters Score -327040.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -327063.531250 Penalty: 2684.828369
	Iteration 40F: 3 clusters Score -327063.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -327090.187500 Penalty: 2684.828369
	Iteration 41Q: 3 clusters Score -327090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -327115.312500 Penalty: 2684.828369
	Iteration 42Q: 3 clusters Score -327115.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -327136.968750 Penalty: 2684.828369
	Iteration 43Q: 3 clusters Score -327137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -327156.843750 Penalty: 2684.828369
	Iteration 44Q: 3 clusters Score -327156.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -327171.406250 Penalty: 2684.828369
	Iteration 45Q: 3 clusters Score -327171.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -327185.000000 Penalty: 2684.828369
	Iteration 46Q: 3 clusters Score -327185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -327195.218750 Penalty: 2684.828369
	Iteration 47Q: 3 clusters Score -327195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -327202.812500 Penalty: 2684.828369
	Iteration 48Q: 3 clusters Score -327202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -327208.281250 Penalty: 2684.828369
	Iteration 49Q: 3 clusters Score -327208.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -327211.156250 Penalty: 2684.828369
	Iteration 50Q: 3 clusters Score -327211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -327211.812500 Penalty: 2684.828369
	Iteration 51Q: 3 clusters Score -327211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -327213.593750 Penalty: 2684.828369
	Iteration 52Q: 3 clusters Score -327213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -327213.593750 Penalty: 2684.828369
	Iteration 53F: 3 clusters Score -327213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Entering Unmasked Estep 
Score: -5418918.000000 Penalty: 1796.284790
	Iteration 0F: 2 clusters Score -5418918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5376548.500000 Penalty: 3592.569580
	Iteration 0F: 3 clusters Score -5376548 nChanged 29958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -5393559.500000 Penalty: 3592.569580
	Iteration 1F: 3 clusters Score -5393560 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -5394127.500000 Penalty: 3592.569580
	Iteration 2Q: 3 clusters Score -5394128 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -5394857.500000 Penalty: 3592.569580
	Iteration 3Q: 3 clusters Score -5394858 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5395701.500000 Penalty: 3592.569580
	Iteration 4Q: 3 clusters Score -5395702 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5396780.500000 Penalty: 3592.569580
	Iteration 5Q: 3 clusters Score -5396780 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5398131.500000 Penalty: 3592.569580
	Iteration 6Q: 3 clusters Score -5398132 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5399817.000000 Penalty: 3592.569580
	Iteration 7F: 3 clusters Score -5399817 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5401818.000000 Penalty: 3592.569580
	Iteration 8F: 3 clusters Score -5401818 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -5404010.000000 Penalty: 3592.569580
	Iteration 9F: 3 clusters Score -5404010 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5406271.500000 Penalty: 3592.569580
	Iteration 10F: 3 clusters Score -5406272 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -5407862.500000 Penalty: 3592.569580
	Iteration 11Q: 3 clusters Score -5407862 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5408698.000000 Penalty: 3592.569580
	Iteration 12Q: 3 clusters Score -5408698 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5409147.000000 Penalty: 3592.569580
	Iteration 13Q: 3 clusters Score -5409147 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5409499.500000 Penalty: 3592.569580
	Iteration 14Q: 3 clusters Score -5409500 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5409826.500000 Penalty: 3592.569580
	Iteration 15Q: 3 clusters Score -5409826 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5410097.000000 Penalty: 3592.569580
	Iteration 16Q: 3 clusters Score -5410097 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5410378.500000 Penalty: 3592.569580
	Iteration 17Q: 3 clusters Score -5410378 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -5410687.000000 Penalty: 3592.569580
	Iteration 18Q: 3 clusters Score -5410687 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5411014.000000 Penalty: 3592.569580
	Iteration 19Q: 3 clusters Score -5411014 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5411361.000000 Penalty: 3592.569580
	Iteration 20F: 3 clusters Score -5411361 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5411730.500000 Penalty: 3592.569580
	Iteration 21Q: 3 clusters Score -5411730 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5412144.500000 Penalty: 3592.569580
	Iteration 22Q: 3 clusters Score -5412144 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -5412623.500000 Penalty: 3592.569580
	Iteration 23Q: 3 clusters Score -5412624 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5413198.500000 Penalty: 3592.569580
	Iteration 24Q: 3 clusters Score -5413198 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5413720.500000 Penalty: 3592.569580
	Iteration 25Q: 3 clusters Score -5413720 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5414261.500000 Penalty: 3592.569580
	Iteration 26Q: 3 clusters Score -5414262 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5414839.000000 Penalty: 3592.569580
	Iteration 27Q: 3 clusters Score -5414839 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5415459.000000 Penalty: 3592.569580
	Iteration 28Q: 3 clusters Score -5415459 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5416068.500000 Penalty: 3592.569580
	Iteration 29Q: 3 clusters Score -5416068 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5416561.000000 Penalty: 3592.569580
	Iteration 30Q: 3 clusters Score -5416561 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5416941.500000 Penalty: 3592.569580
	Iteration 31Q: 3 clusters Score -5416942 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5417259.000000 Penalty: 3592.569580
	Iteration 32Q: 3 clusters Score -5417259 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5417485.500000 Penalty: 3592.569580
	Iteration 33Q: 3 clusters Score -5417486 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5417683.000000 Penalty: 3592.569580
	Iteration 34Q: 3 clusters Score -5417683 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5417845.000000 Penalty: 3592.569580
	Iteration 35Q: 3 clusters Score -5417845 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5417987.500000 Penalty: 3592.569580
	Iteration 36Q: 3 clusters Score -5417988 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5418090.500000 Penalty: 3592.569580
	Iteration 37Q: 3 clusters Score -5418090 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5418168.000000 Penalty: 3592.569580
	Iteration 38Q: 3 clusters Score -5418168 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5418257.500000 Penalty: 3592.569580
	Iteration 39Q: 3 clusters Score -5418258 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5418366.500000 Penalty: 3592.569580
	Iteration 40F: 3 clusters Score -5418366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5418478.000000 Penalty: 3592.569580
	Iteration 41Q: 3 clusters Score -5418478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5418580.000000 Penalty: 3592.569580
	Iteration 42Q: 3 clusters Score -5418580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5418625.500000 Penalty: 3592.569580
	Iteration 43Q: 3 clusters Score -5418626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5418653.000000 Penalty: 3592.569580
	Iteration 44Q: 3 clusters Score -5418653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61755 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5418691.000000 Penalty: 3592.569580
	Iteration 45Q: 3 clusters Score -5418691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5418702.000000 Penalty: 3592.569580
	Iteration 46Q: 3 clusters Score -5418702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5418718.000000 Penalty: 3592.569580
	Iteration 47Q: 3 clusters Score -5418718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5418737.000000 Penalty: 3592.569580
	Iteration 48Q: 3 clusters Score -5418737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5418746.000000 Penalty: 3592.569580
	Iteration 49Q: 3 clusters Score -5418746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5418753.500000 Penalty: 3592.569580
	Iteration 50Q: 3 clusters Score -5418754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5418755.000000 Penalty: 3592.569580
	Iteration 51Q: 3 clusters Score -5418755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5418755.000000 Penalty: 3592.569580
	Iteration 52Q: 3 clusters Score -5418755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5418759.000000 Penalty: 3592.569580
	Iteration 53Q: 3 clusters Score -5418759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5418762.000000 Penalty: 3592.569580
	Iteration 54Q: 3 clusters Score -5418762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5418768.500000 Penalty: 3592.569580
	Iteration 55Q: 3 clusters Score -5418768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5418772.500000 Penalty: 3592.569580
	Iteration 56Q: 3 clusters Score -5418772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5418772.000000 Penalty: 3592.569580
	Iteration 57Q: 3 clusters Score -5418772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5418782.000000 Penalty: 3592.569580
	Iteration 58Q: 3 clusters Score -5418782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5418775.500000 Penalty: 3592.569580
	Iteration 59Q: 3 clusters Score -5418776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5418792.000000 Penalty: 3592.569580
	Iteration 60F: 3 clusters Score -5418792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5418791.000000 Penalty: 3592.569580
	Iteration 61Q: 3 clusters Score -5418791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5418790.000000 Penalty: 3592.569580
	Iteration 62Q: 3 clusters Score -5418790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5418797.500000 Penalty: 3592.569580
	Iteration 63Q: 3 clusters Score -5418798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5418794.500000 Penalty: 3592.569580
	Iteration 64Q: 3 clusters Score -5418794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5418796.000000 Penalty: 3592.569580
	Iteration 65Q: 3 clusters Score -5418796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5418801.500000 Penalty: 3592.569580
	Iteration 66Q: 3 clusters Score -5418802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5418796.500000 Penalty: 3592.569580
	Iteration 67Q: 3 clusters Score -5418796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5418799.000000 Penalty: 3592.569580
	Iteration 68Q: 3 clusters Score -5418799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5418802.500000 Penalty: 3592.569580
	Iteration 69Q: 3 clusters Score -5418802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5418796.500000 Penalty: 3592.569580
	Iteration 70Q: 3 clusters Score -5418796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5418796.500000 Penalty: 3592.569580
	Iteration 71F: 3 clusters Score -5418796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Entering Unmasked Estep 
Score: -906445.187500 Penalty: 1509.276733
	Iteration 0F: 2 clusters Score -906445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -898728.500000 Penalty: 3018.553467
	Iteration 0F: 3 clusters Score -898728.5 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -901373.125000 Penalty: 3018.553467
	Iteration 1F: 3 clusters Score -901373.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -901799.562500 Penalty: 3018.553467
	Iteration 2F: 3 clusters Score -901799.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -902308.937500 Penalty: 3018.553467
	Iteration 3F: 3 clusters Score -902308.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -902872.062500 Penalty: 3018.553467
	Iteration 4F: 3 clusters Score -902872.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -903445.000000 Penalty: 3018.553467
	Iteration 5F: 3 clusters Score -903445 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -904032.000000 Penalty: 3018.553467
	Iteration 6F: 3 clusters Score -904032 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -904687.437500 Penalty: 3018.553467
	Iteration 7F: 3 clusters Score -904687.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -905373.437500 Penalty: 3018.553467
	Iteration 8F: 3 clusters Score -905373.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -905958.062500 Penalty: 3018.553467
	Iteration 9F: 3 clusters Score -905958.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -906350.500000 Penalty: 3018.553467
	Iteration 10Q: 3 clusters Score -906350.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -906552.187500 Penalty: 3018.553467
	Iteration 11Q: 3 clusters Score -906552.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -906632.187500 Penalty: 3018.553467
	Iteration 12Q: 3 clusters Score -906632.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -906665.250000 Penalty: 3018.553467
	Iteration 13Q: 3 clusters Score -906665.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -906680.062500 Penalty: 3018.553467
	Iteration 14Q: 3 clusters Score -906680.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -906688.062500 Penalty: 3018.553467
	Iteration 15Q: 3 clusters Score -906688.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -906692.000000 Penalty: 3018.553467
	Iteration 16Q: 3 clusters Score -906692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -906691.812500 Penalty: 3018.553467
	Iteration 17Q: 3 clusters Score -906691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -906694.250000 Penalty: 3018.553467
	Iteration 18Q: 3 clusters Score -906694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -906697.250000 Penalty: 3018.553467
	Iteration 19Q: 3 clusters Score -906697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -906696.875000 Penalty: 3018.553467
	Iteration 20F: 3 clusters Score -906696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -906696.562500 Penalty: 3018.553467
	Iteration 21Q: 3 clusters Score -906696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -906698.625000 Penalty: 3018.553467
	Iteration 22Q: 3 clusters Score -906698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -906697.812500 Penalty: 3018.553467
	Iteration 23Q: 3 clusters Score -906697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -906698.562500 Penalty: 3018.553467
	Iteration 24Q: 3 clusters Score -906698.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -906701.875000 Penalty: 3018.553467
	Iteration 25Q: 3 clusters Score -906701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -906703.500000 Penalty: 3018.553467
	Iteration 26Q: 3 clusters Score -906703.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -906703.500000 Penalty: 3018.553467
	Iteration 27Q: 3 clusters Score -906703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -906703.000000 Penalty: 3018.553467
	Iteration 28Q: 3 clusters Score -906703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -906703.937500 Penalty: 3018.553467
	Iteration 29Q: 3 clusters Score -906703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -906705.500000 Penalty: 3018.553467
	Iteration 30Q: 3 clusters Score -906705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -906704.687500 Penalty: 3018.553467
	Iteration 31Q: 3 clusters Score -906704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -906705.875000 Penalty: 3018.553467
	Iteration 32Q: 3 clusters Score -906705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -906705.937500 Penalty: 3018.553467
	Iteration 33Q: 3 clusters Score -906705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -906706.562500 Penalty: 3018.553467
	Iteration 34Q: 3 clusters Score -906706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -906707.625000 Penalty: 3018.553467
	Iteration 35Q: 3 clusters Score -906707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -906708.375000 Penalty: 3018.553467
	Iteration 36Q: 3 clusters Score -906708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -906709.500000 Penalty: 3018.553467
	Iteration 37Q: 3 clusters Score -906709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -906708.875000 Penalty: 3018.553467
	Iteration 38Q: 3 clusters Score -906708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -906710.625000 Penalty: 3018.553467
	Iteration 39Q: 3 clusters Score -906710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -906710.312500 Penalty: 3018.553467
	Iteration 40F: 3 clusters Score -906710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -906710.937500 Penalty: 3018.553467
	Iteration 41Q: 3 clusters Score -906710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -906710.187500 Penalty: 3018.553467
	Iteration 42Q: 3 clusters Score -906710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -906710.187500 Penalty: 3018.553467
	Iteration 43F: 3 clusters Score -906710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 4134 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 2215 members 
Mstep: Class 27 contains 16806 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 26093 members 
Mstep: Class 30 contains 5109 members 
Entering Unmasked Estep 
Score: -54392016.000000 Penalty: 65304.742188
Splitting cluster 19 changes total score from -54378176.000000 to -54392016.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (165548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Entering Unmasked Estep 
Score: -14278601.000000 Penalty: 1952.765137
	Iteration 0F: 2 clusters Score -1.42786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -14167550.000000 Penalty: 3905.530273
	Iteration 0F: 3 clusters Score -1.416755e+07 nChanged 80111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -14214925.000000 Penalty: 3905.530273
	Iteration 1F: 3 clusters Score -1.421492e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 76337 members 
Entering Unmasked Estep 
Score: -14216312.000000 Penalty: 3905.530273
	Iteration 2Q: 3 clusters Score -1.421631e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93260 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -14218559.000000 Penalty: 3905.530273
	Iteration 3Q: 3 clusters Score -1.421856e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -14222427.000000 Penalty: 3905.530273
	Iteration 4F: 3 clusters Score -1.422243e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -14228578.000000 Penalty: 3905.530273
	Iteration 5F: 3 clusters Score -1.422858e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -14237289.000000 Penalty: 3905.530273
	Iteration 6F: 3 clusters Score -1.423729e+07 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -14247878.000000 Penalty: 3905.530273
	Iteration 7F: 3 clusters Score -1.424788e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -14257919.000000 Penalty: 3905.530273
	Iteration 8F: 3 clusters Score -1.425792e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -14265797.000000 Penalty: 3905.530273
	Iteration 9F: 3 clusters Score -1.42658e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -14270941.000000 Penalty: 3905.530273
	Iteration 10Q: 3 clusters Score -1.427094e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -14273849.000000 Penalty: 3905.530273
	Iteration 11Q: 3 clusters Score -1.427385e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -14275495.000000 Penalty: 3905.530273
	Iteration 12Q: 3 clusters Score -1.42755e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -14276175.000000 Penalty: 3905.530273
	Iteration 13Q: 3 clusters Score -1.427618e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14276531.000000 Penalty: 3905.530273
	Iteration 14Q: 3 clusters Score -1.427653e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14276739.000000 Penalty: 3905.530273
	Iteration 15Q: 3 clusters Score -1.427674e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164605 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14276858.000000 Penalty: 3905.530273
	Iteration 16Q: 3 clusters Score -1.427686e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164699 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14276947.000000 Penalty: 3905.530273
	Iteration 17Q: 3 clusters Score -1.427695e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14277024.000000 Penalty: 3905.530273
	Iteration 18Q: 3 clusters Score -1.427702e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -14277025.000000 Penalty: 3905.530273
	Iteration 19Q: 3 clusters Score -1.427702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164818 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14277068.000000 Penalty: 3905.530273
	Iteration 20F: 3 clusters Score -1.427707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164836 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14277068.000000 Penalty: 3905.530273
	Iteration 21Q: 3 clusters Score -1.427707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14277086.000000 Penalty: 3905.530273
	Iteration 22Q: 3 clusters Score -1.427709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14277119.000000 Penalty: 3905.530273
	Iteration 23Q: 3 clusters Score -1.427712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14277149.000000 Penalty: 3905.530273
	Iteration 24Q: 3 clusters Score -1.427715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -14277168.000000 Penalty: 3905.530273
	Iteration 25Q: 3 clusters Score -1.427717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164922 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14277198.000000 Penalty: 3905.530273
	Iteration 26Q: 3 clusters Score -1.42772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -14277209.000000 Penalty: 3905.530273
	Iteration 27Q: 3 clusters Score -1.427721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -14277223.000000 Penalty: 3905.530273
	Iteration 28Q: 3 clusters Score -1.427722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164939 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14277236.000000 Penalty: 3905.530273
	Iteration 29Q: 3 clusters Score -1.427724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14277233.000000 Penalty: 3905.530273
	Iteration 30Q: 3 clusters Score -1.427723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14277236.000000 Penalty: 3905.530273
	Iteration 31Q: 3 clusters Score -1.427724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164951 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14277235.000000 Penalty: 3905.530273
	Iteration 32Q: 3 clusters Score -1.427724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14277240.000000 Penalty: 3905.530273
	Iteration 33Q: 3 clusters Score -1.427724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14277251.000000 Penalty: 3905.530273
	Iteration 34Q: 3 clusters Score -1.427725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14277239.000000 Penalty: 3905.530273
	Iteration 35Q: 3 clusters Score -1.427724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14277245.000000 Penalty: 3905.530273
	Iteration 36Q: 3 clusters Score -1.427724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14277238.000000 Penalty: 3905.530273
	Iteration 37Q: 3 clusters Score -1.427724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14277250.000000 Penalty: 3905.530273
	Iteration 38Q: 3 clusters Score -1.427725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164941 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14277247.000000 Penalty: 3905.530273
	Iteration 39Q: 3 clusters Score -1.427725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14277251.000000 Penalty: 3905.530273
	Iteration 40F: 3 clusters Score -1.427725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14277264.000000 Penalty: 3905.530273
	Iteration 41Q: 3 clusters Score -1.427726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14277273.000000 Penalty: 3905.530273
	Iteration 42Q: 3 clusters Score -1.427727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14277277.000000 Penalty: 3905.530273
	Iteration 43Q: 3 clusters Score -1.427728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14277281.000000 Penalty: 3905.530273
	Iteration 44Q: 3 clusters Score -1.427728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164950 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -14277283.000000 Penalty: 3905.530273
	Iteration 45Q: 3 clusters Score -1.427728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14277280.000000 Penalty: 3905.530273
	Iteration 46Q: 3 clusters Score -1.427728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14277281.000000 Penalty: 3905.530273
	Iteration 47Q: 3 clusters Score -1.427728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14277300.000000 Penalty: 3905.530273
	Iteration 48Q: 3 clusters Score -1.42773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14277302.000000 Penalty: 3905.530273
	Iteration 49Q: 3 clusters Score -1.42773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14277303.000000 Penalty: 3905.530273
	Iteration 50Q: 3 clusters Score -1.42773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14277297.000000 Penalty: 3905.530273
	Iteration 51Q: 3 clusters Score -1.42773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14277296.000000 Penalty: 3905.530273
	Iteration 52Q: 3 clusters Score -1.42773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14277304.000000 Penalty: 3905.530273
	Iteration 53Q: 3 clusters Score -1.42773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14277303.000000 Penalty: 3905.530273
	Iteration 54Q: 3 clusters Score -1.42773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14277303.000000 Penalty: 3905.530273
	Iteration 55F: 3 clusters Score -1.42773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1266045.875000 Penalty: 1562.080078
	Iteration 0F: 2 clusters Score -1266046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1255869.500000 Penalty: 3124.160156
	Iteration 0F: 3 clusters Score -1255870 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1259519.250000 Penalty: 3124.160156
	Iteration 1F: 3 clusters Score -1259519 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1259920.875000 Penalty: 3124.160156
	Iteration 2F: 3 clusters Score -1259921 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1260266.750000 Penalty: 3124.160156
	Iteration 3F: 3 clusters Score -1260267 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1260585.375000 Penalty: 3124.160156
	Iteration 4Q: 3 clusters Score -1260585 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1260920.250000 Penalty: 3124.160156
	Iteration 5Q: 3 clusters Score -1260920 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1261276.000000 Penalty: 3124.160156
	Iteration 6Q: 3 clusters Score -1261276 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1261674.500000 Penalty: 3124.160156
	Iteration 7Q: 3 clusters Score -1261674 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1262143.375000 Penalty: 3124.160156
	Iteration 8Q: 3 clusters Score -1262143 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1262665.875000 Penalty: 3124.160156
	Iteration 9Q: 3 clusters Score -1262666 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1263167.750000 Penalty: 3124.160156
	Iteration 10Q: 3 clusters Score -1263168 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1263594.250000 Penalty: 3124.160156
	Iteration 11Q: 3 clusters Score -1263594 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1263915.625000 Penalty: 3124.160156
	Iteration 12Q: 3 clusters Score -1263916 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1264146.125000 Penalty: 3124.160156
	Iteration 13Q: 3 clusters Score -1264146 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1264299.000000 Penalty: 3124.160156
	Iteration 14Q: 3 clusters Score -1264299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1264400.000000 Penalty: 3124.160156
	Iteration 15Q: 3 clusters Score -1264400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1264467.250000 Penalty: 3124.160156
	Iteration 16Q: 3 clusters Score -1264467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1264521.625000 Penalty: 3124.160156
	Iteration 17Q: 3 clusters Score -1264522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1264574.625000 Penalty: 3124.160156
	Iteration 18Q: 3 clusters Score -1264575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1264625.625000 Penalty: 3124.160156
	Iteration 19Q: 3 clusters Score -1264626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1264659.750000 Penalty: 3124.160156
	Iteration 20F: 3 clusters Score -1264660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1264679.375000 Penalty: 3124.160156
	Iteration 21Q: 3 clusters Score -1264679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1264690.625000 Penalty: 3124.160156
	Iteration 22Q: 3 clusters Score -1264691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1264708.500000 Penalty: 3124.160156
	Iteration 23Q: 3 clusters Score -1264708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1264722.750000 Penalty: 3124.160156
	Iteration 24Q: 3 clusters Score -1264723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1264735.750000 Penalty: 3124.160156
	Iteration 25Q: 3 clusters Score -1264736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1264744.375000 Penalty: 3124.160156
	Iteration 26Q: 3 clusters Score -1264744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1264753.000000 Penalty: 3124.160156
	Iteration 27Q: 3 clusters Score -1264753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1264755.875000 Penalty: 3124.160156
	Iteration 28Q: 3 clusters Score -1264756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1264760.750000 Penalty: 3124.160156
	Iteration 29Q: 3 clusters Score -1264761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1264763.000000 Penalty: 3124.160156
	Iteration 30Q: 3 clusters Score -1264763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1264769.875000 Penalty: 3124.160156
	Iteration 31Q: 3 clusters Score -1264770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1264771.500000 Penalty: 3124.160156
	Iteration 32Q: 3 clusters Score -1264772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1264773.250000 Penalty: 3124.160156
	Iteration 33Q: 3 clusters Score -1264773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1264774.625000 Penalty: 3124.160156
	Iteration 34Q: 3 clusters Score -1264775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1264778.625000 Penalty: 3124.160156
	Iteration 35Q: 3 clusters Score -1264779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1264781.125000 Penalty: 3124.160156
	Iteration 36Q: 3 clusters Score -1264781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1264781.000000 Penalty: 3124.160156
	Iteration 37Q: 3 clusters Score -1264781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1264781.250000 Penalty: 3124.160156
	Iteration 38Q: 3 clusters Score -1264781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1264781.875000 Penalty: 3124.160156
	Iteration 39Q: 3 clusters Score -1264782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1264784.875000 Penalty: 3124.160156
	Iteration 40F: 3 clusters Score -1264785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1073262.750000 Penalty: 1537.048828
	Iteration 0F: 2 clusters Score -1073263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1064368.875000 Penalty: 3074.097656
	Iteration 0F: 3 clusters Score -1064369 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1067418.875000 Penalty: 3074.097656
	Iteration 1F: 3 clusters Score -1067419 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1067760.250000 Penalty: 3074.097656
	Iteration 2F: 3 clusters Score -1067760 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1068044.625000 Penalty: 3074.097656
	Iteration 3F: 3 clusters Score -1068045 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1068274.250000 Penalty: 3074.097656
	Iteration 4Q: 3 clusters Score -1068274 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1068519.000000 Penalty: 3074.097656
	Iteration 5Q: 3 clusters Score -1068519 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1068787.750000 Penalty: 3074.097656
	Iteration 6Q: 3 clusters Score -1068788 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1069079 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1069373.750000 Penalty: 3074.097656
	Iteration 8Q: 3 clusters Score -1069374 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1069650.250000 Penalty: 3074.097656
	Iteration 9Q: 3 clusters Score -1069650 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1069886.625000 Penalty: 3074.097656
	Iteration 10Q: 3 clusters Score -1069887 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1070093.250000 Penalty: 3074.097656
	Iteration 11Q: 3 clusters Score -1070093 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1070269.000000 Penalty: 3074.097656
	Iteration 12Q: 3 clusters Score -1070269 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1070387 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1070467.250000 Penalty: 3074.097656
	Iteration 14Q: 3 clusters Score -1070467 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1070522.875000 Penalty: 3074.097656
	Iteration 15Q: 3 clusters Score -1070523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1070572 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1070613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1070657.000000 Penalty: 3074.097656
	Iteration 18Q: 3 clusters Score -1070657 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1070702.000000 Penalty: 3074.097656
	Iteration 19Q: 3 clusters Score -1070702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1070748.750000 Penalty: 3074.097656
	Iteration 20F: 3 clusters Score -1070749 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1070797.500000 Penalty: 3074.097656
	Iteration 21Q: 3 clusters Score -1070798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1070847.000000 Penalty: 3074.097656
	Iteration 22Q: 3 clusters Score -1070847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1070900.750000 Penalty: 3074.097656
	Iteration 23Q: 3 clusters Score -1070901 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1070950.000000 Penalty: 3074.097656
	Iteration 24Q: 3 clusters Score -1070950 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1071008.375000 Penalty: 3074.097656
	Iteration 25Q: 3 clusters Score -1071008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1071069.375000 Penalty: 3074.097656
	Iteration 26Q: 3 clusters Score -1071069 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1071122.500000 Penalty: 3074.097656
	Iteration 27Q: 3 clusters Score -1071122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1071167.875000 Penalty: 3074.097656
	Iteration 28Q: 3 clusters Score -1071168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1071205.250000 Penalty: 3074.097656
	Iteration 29Q: 3 clusters Score -1071205 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1071251.500000 Penalty: 3074.097656
	Iteration 30Q: 3 clusters Score -1071252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1071290.250000 Penalty: 3074.097656
	Iteration 31Q: 3 clusters Score -1071290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1071339.250000 Penalty: 3074.097656
	Iteration 32Q: 3 clusters Score -1071339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1071383.375000 Penalty: 3074.097656
	Iteration 33Q: 3 clusters Score -1071383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1071423.125000 Penalty: 3074.097656
	Iteration 34Q: 3 clusters Score -1071423 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1071461.250000 Penalty: 3074.097656
	Iteration 35Q: 3 clusters Score -1071461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1071504.750000 Penalty: 3074.097656
	Iteration 36Q: 3 clusters Score -1071505 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1071540.625000 Penalty: 3074.097656
	Iteration 37Q: 3 clusters Score -1071541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1071566.250000 Penalty: 3074.097656
	Iteration 38Q: 3 clusters Score -1071566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1071595.000000 Penalty: 3074.097656
	Iteration 39Q: 3 clusters Score -1071595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1071621.750000 Penalty: 3074.097656
	Iteration 40F: 3 clusters Score -1071622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1071644.750000 Penalty: 3074.097656
	Iteration 41Q: 3 clusters Score -1071645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1071668.125000 Penalty: 3074.097656
	Iteration 42Q: 3 clusters Score -1071668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1071693.625000 Penalty: 3074.097656
	Iteration 43Q: 3 clusters Score -1071694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1071721.000000 Penalty: 3074.097656
	Iteration 44Q: 3 clusters Score -1071721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1071760.875000 Penalty: 3074.097656
	Iteration 45Q: 3 clusters Score -1071761 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1071799.750000 Penalty: 3074.097656
	Iteration 46Q: 3 clusters Score -1071800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1071835.375000 Penalty: 3074.097656
	Iteration 47Q: 3 clusters Score -1071835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1071864.375000 Penalty: 3074.097656
	Iteration 48Q: 3 clusters Score -1071864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1071885.875000 Penalty: 3074.097656
	Iteration 49Q: 3 clusters Score -1071886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1071901.625000 Penalty: 3074.097656
	Iteration 50Q: 3 clusters Score -1071902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1071919.000000 Penalty: 3074.097656
	Iteration 51Q: 3 clusters Score -1071919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1071936.375000 Penalty: 3074.097656
	Iteration 52Q: 3 clusters Score -1071936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1071959.250000 Penalty: 3074.097656
	Iteration 53Q: 3 clusters Score -1071959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1071971.125000 Penalty: 3074.097656
	Iteration 54Q: 3 clusters Score -1071971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1071980.125000 Penalty: 3074.097656
	Iteration 55Q: 3 clusters Score -1071980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1071992.875000 Penalty: 3074.097656
	Iteration 56Q: 3 clusters Score -1071993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1071999.625000 Penalty: 3074.097656
	Iteration 57Q: 3 clusters Score -1072000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1072007.750000 Penalty: 3074.097656
	Iteration 58Q: 3 clusters Score -1072008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1072012.375000 Penalty: 3074.097656
	Iteration 59Q: 3 clusters Score -1072012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1072018.875000 Penalty: 3074.097656
	Iteration 60F: 3 clusters Score -1072019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1072019.875000 Penalty: 3074.097656
	Iteration 61Q: 3 clusters Score -1072020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1072023.750000 Penalty: 3074.097656
	Iteration 62Q: 3 clusters Score -1072024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1072028.250000 Penalty: 3074.097656
	Iteration 63Q: 3 clusters Score -1072028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1072030.875000 Penalty: 3074.097656
	Iteration 64Q: 3 clusters Score -1072031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1072036.375000 Penalty: 3074.097656
	Iteration 65Q: 3 clusters Score -1072036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1072038.750000 Penalty: 3074.097656
	Iteration 66Q: 3 clusters Score -1072039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1072040.250000 Penalty: 3074.097656
	Iteration 67Q: 3 clusters Score -1072040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1072043.250000 Penalty: 3074.097656
	Iteration 68Q: 3 clusters Score -1072043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1072043.375000 Penalty: 3074.097656
	Iteration 69Q: 3 clusters Score -1072043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1072045.000000 Penalty: 3074.097656
	Iteration 70Q: 3 clusters Score -1072045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1072047.625000 Penalty: 3074.097656
	Iteration 71Q: 3 clusters Score -1072048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1072047.250000 Penalty: 3074.097656
	Iteration 72Q: 3 clusters Score -1072047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1072052.000000 Penalty: 3074.097656
	Iteration 73Q: 3 clusters Score -1072052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1072053.750000 Penalty: 3074.097656
	Iteration 74Q: 3 clusters Score -1072054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1072055.625000 Penalty: 3074.097656
	Iteration 75Q: 3 clusters Score -1072056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1072060.250000 Penalty: 3074.097656
	Iteration 76Q: 3 clusters Score -1072060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1072062.500000 Penalty: 3074.097656
	Iteration 77Q: 3 clusters Score -1072062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1072066.750000 Penalty: 3074.097656
	Iteration 78Q: 3 clusters Score -1072067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1072066.875000 Penalty: 3074.097656
	Iteration 79Q: 3 clusters Score -1072067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1072068.125000 Penalty: 3074.097656
	Iteration 80F: 3 clusters Score -1072068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1072069.125000 Penalty: 3074.097656
	Iteration 81Q: 3 clusters Score -1072069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1072069.375000 Penalty: 3074.097656
	Iteration 82Q: 3 clusters Score -1072069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1072071.375000 Penalty: 3074.097656
	Iteration 83Q: 3 clusters Score -1072071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1072073.125000 Penalty: 3074.097656
	Iteration 84Q: 3 clusters Score -1072073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1072072.500000 Penalty: 3074.097656
	Iteration 85Q: 3 clusters Score -1072072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1072073.250000 Penalty: 3074.097656
	Iteration 86Q: 3 clusters Score -1072073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1072072.375000 Penalty: 3074.097656
	Iteration 87Q: 3 clusters Score -1072072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1072072.375000 Penalty: 3074.097656
	Iteration 88F: 3 clusters Score -1072072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 2085 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 1190 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 63200 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 165548 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 12820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54397180.000000 Penalty: 65304.742188
Iteration 39Q: 31 clusters Score -5.439718e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 216050 members 
Mstep: Class 2 contains 21820 members 
Mstep: Class 3 contains 11516 members 
Mstep: Class 4 contains 14047 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 12548 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 4730 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 1354 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 4123 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 63532 members 
Mstep: Class 19 contains 5814 members 
Mstep: Class 20 contains 164969 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 12736 members 
Mstep: Class 23 contains 16054 members 
Mstep: Class 24 contains 3813 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 2258 members 
Mstep: Class 27 contains 16310 members 
Mstep: Class 28 contains 1262 members 
Mstep: Class 29 contains 25364 members 
Mstep: Class 30 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54401748.000000 Penalty: 65304.742188
Iteration 40F: 31 clusters Score -5.440175e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 22072 members 
Mstep: Class 3 contains 11366 members 
Mstep: Class 4 contains 13801 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 4133 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 63618 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 164177 members 
Mstep: Class 21 contains 14735 members 
Mstep: Class 22 contains 12609 members 
Mstep: Class 23 contains 16519 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 16366 members 
Mstep: Class 28 contains 1299 members 
Mstep: Class 29 contains 26215 members 
Mstep: Class 30 contains 5041 members 
Entering Unmasked Estep 
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Score: -54403644.000000 Penalty: 65304.742188
Iteration 41Q: 31 clusters Score -5.440364e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 214944 members 
Mstep: Class 2 contains 22262 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 13615 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9613 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 12358 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 15 contains 6363 members 
Mstep: Class 16 contains 4187 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 63687 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 163546 members 
Mstep: Class 21 contains 14555 members 
Mstep: Class 22 contains 12506 members 
Mstep: Class 23 contains 16862 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 2228 members 
Mstep: Class 26 contains 2318 members 
Mstep: Class 27 contains 16384 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 5039 members 
Entering Unmasked Estep 
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Score: -54405060.000000 Penalty: 65304.742188
Iteration 42Q: 31 clusters Score -5.440506e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 214560 members 
Mstep: Class 2 contains 22419 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 13444 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 6348 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 63774 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 163030 members 
Mstep: Class 21 contains 14413 members 
Mstep: Class 22 contains 12430 members 
Mstep: Class 23 contains 17162 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 2320 members 
Mstep: Class 27 contains 16390 members 
Mstep: Class 28 contains 1318 members 
Mstep: Class 29 contains 27207 members 
Mstep: Class 30 contains 5060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405684.000000 Penalty: 65304.742188
Iteration 43Q: 31 clusters Score -5.440568e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 214248 members 
Mstep: Class 2 contains 22601 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 15 contains 6329 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 4101 members 
Mstep: Class 18 contains 63876 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 162546 members 
Mstep: Class 21 contains 14304 members 
Mstep: Class 22 contains 12378 members 
Mstep: Class 23 contains 17438 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 2285 members 
Mstep: Class 26 contains 2322 members 
Mstep: Class 27 contains 16383 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 31 clusters Score -5.440619e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213971 members 
Mstep: Class 2 contains 22754 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 6317 members 
Mstep: Class 16 contains 4274 members 
Mstep: Class 17 contains 4132 members 
Mstep: Class 18 contains 63969 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 20 contains 162146 members 
Mstep: Class 21 contains 14230 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 17700 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 2330 members 
Mstep: Class 27 contains 16363 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 27859 members 
Mstep: Class 30 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 31 clusters Score -5.440651e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213778 members 
Mstep: Class 2 contains 22874 members 
Mstep: Class 3 contains 11028 members 
Mstep: Class 4 contains 13011 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 2202 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 11970 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 6307 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 64023 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 161841 members 
Mstep: Class 21 contains 14175 members 
Mstep: Class 22 contains 12313 members 
Mstep: Class 23 contains 17910 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16333 members 
Mstep: Class 28 contains 1370 members 
Mstep: Class 29 contains 28064 members 
Mstep: Class 30 contains 5126 members 
Entering Unmasked Estep 
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Score: -54406904.000000 Penalty: 65304.742188
Iteration 46Q: 31 clusters Score -5.44069e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213632 members 
Mstep: Class 2 contains 22992 members 
Mstep: Class 3 contains 10994 members 
Mstep: Class 4 contains 12916 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 11879 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 5572 members 
Mstep: Class 13 contains 4625 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 6302 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 64054 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 161574 members 
Mstep: Class 21 contains 14116 members 
Mstep: Class 22 contains 12293 members 
Mstep: Class 23 contains 18110 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 2325 members 
Mstep: Class 27 contains 16295 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 28192 members 
Mstep: Class 30 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407000.000000 Penalty: 65304.742188
Iteration 47Q: 31 clusters Score -5.4407e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213491 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 10962 members 
Mstep: Class 4 contains 12813 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 9744 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 11763 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 5636 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 6304 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 64110 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 161346 members 
Mstep: Class 21 contains 14073 members 
Mstep: Class 22 contains 12276 members 
Mstep: Class 23 contains 18315 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 2324 members 
Mstep: Class 27 contains 16265 members 
Mstep: Class 28 contains 1400 members 
Mstep: Class 29 contains 28309 members 
Mstep: Class 30 contains 5178 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -5.44072e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213357 members 
Mstep: Class 2 contains 23183 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 11652 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 5685 members 
Mstep: Class 13 contains 4625 members 
Mstep: Class 14 contains 1957 members 
Mstep: Class 15 contains 6301 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 64159 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 161167 members 
Mstep: Class 21 contains 14034 members 
Mstep: Class 22 contains 12256 members 
Mstep: Class 23 contains 18529 members 
Mstep: Class 24 contains 3830 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 2326 members 
Mstep: Class 27 contains 16235 members 
Mstep: Class 28 contains 1399 members 
Mstep: Class 29 contains 28385 members 
Mstep: Class 30 contains 5197 members 
Entering Unmasked Estep 
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Iteration 49Q: 31 clusters Score -5.440749e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213246 members 
Mstep: Class 2 contains 23257 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 11518 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 5724 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 2001 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 4165 members 
Mstep: Class 18 contains 64192 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 161015 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 18755 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 2326 members 
Mstep: Class 27 contains 16210 members 
Mstep: Class 28 contains 1401 members 
Mstep: Class 29 contains 28453 members 
Mstep: Class 30 contains 5214 members 
Entering Unmasked Estep 
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Iteration 50Q: 31 clusters Score -5.44076e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213137 members 
Mstep: Class 2 contains 23311 members 
Mstep: Class 3 contains 10905 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 9790 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 18 contains 64227 members 
Mstep: Class 19 contains 5622 members 
Mstep: Class 20 contains 160918 members 
Mstep: Class 21 contains 13944 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 18957 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16194 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 28508 members 
Mstep: Class 30 contains 5231 members 
Entering Unmasked Estep 
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Iteration 51Q: 31 clusters Score -5.440779e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213062 members 
Mstep: Class 2 contains 23375 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 9805 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 4372 members 
Mstep: Class 17 contains 4181 members 
Mstep: Class 18 contains 64237 members 
Mstep: Class 19 contains 5616 members 
Mstep: Class 20 contains 160793 members 
Mstep: Class 21 contains 13915 members 
Mstep: Class 22 contains 12216 members 
Mstep: Class 23 contains 19170 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 2330 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 1424 members 
Mstep: Class 29 contains 28536 members 
Mstep: Class 30 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 31 clusters Score -5.440798e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213008 members 
Mstep: Class 2 contains 23410 members 
Mstep: Class 3 contains 10863 members 
Mstep: Class 4 contains 12425 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 9820 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 4378 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 64233 members 
Mstep: Class 19 contains 5617 members 
Mstep: Class 20 contains 160719 members 
Mstep: Class 21 contains 13890 members 
Mstep: Class 22 contains 12200 members 
Mstep: Class 23 contains 19380 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 2332 members 
Mstep: Class 27 contains 16168 members 
Mstep: Class 28 contains 1434 members 
Mstep: Class 29 contains 28542 members 
Mstep: Class 30 contains 5264 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -5.440813e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212960 members 
Mstep: Class 2 contains 23441 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 12357 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 9833 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 11020 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 64239 members 
Mstep: Class 19 contains 5617 members 
Mstep: Class 20 contains 160631 members 
Mstep: Class 21 contains 13867 members 
Mstep: Class 22 contains 12193 members 
Mstep: Class 23 contains 19595 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16165 members 
Mstep: Class 28 contains 1453 members 
Mstep: Class 29 contains 28588 members 
Mstep: Class 30 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 31 clusters Score -5.44084e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212900 members 
Mstep: Class 2 contains 23472 members 
Mstep: Class 3 contains 10820 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 9852 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 10885 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 2206 members 
Mstep: Class 15 contains 6287 members 
Mstep: Class 16 contains 4383 members 
Mstep: Class 17 contains 4203 members 
Mstep: Class 18 contains 64232 members 
Mstep: Class 19 contains 5616 members 
Mstep: Class 20 contains 160554 members 
Mstep: Class 21 contains 13852 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 19796 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 1466 members 
Mstep: Class 29 contains 28615 members 
Mstep: Class 30 contains 5287 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -5.440851e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212841 members 
Mstep: Class 2 contains 23501 members 
Mstep: Class 3 contains 10799 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 9863 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 10764 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 6285 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 64226 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 160479 members 
Mstep: Class 21 contains 13847 members 
Mstep: Class 22 contains 12181 members 
Mstep: Class 23 contains 19987 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 2378 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16136 members 
Mstep: Class 28 contains 1479 members 
Mstep: Class 29 contains 28642 members 
Mstep: Class 30 contains 5302 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -5.440864e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212790 members 
Mstep: Class 2 contains 23525 members 
Mstep: Class 3 contains 10785 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 10632 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 5911 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 6285 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 64249 members 
Mstep: Class 19 contains 5614 members 
Mstep: Class 20 contains 160399 members 
Mstep: Class 21 contains 13841 members 
Mstep: Class 22 contains 12166 members 
Mstep: Class 23 contains 20175 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 2332 members 
Mstep: Class 27 contains 16113 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 28686 members 
Mstep: Class 30 contains 5311 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -5.440881e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212749 members 
Mstep: Class 2 contains 23521 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 9881 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 6281 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 18 contains 64284 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 160332 members 
Mstep: Class 21 contains 13832 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 20373 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 2392 members 
Mstep: Class 26 contains 2332 members 
Mstep: Class 27 contains 16093 members 
Mstep: Class 28 contains 1492 members 
Mstep: Class 29 contains 28730 members 
Mstep: Class 30 contains 5318 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -5.440908e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212730 members 
Mstep: Class 2 contains 23539 members 
Mstep: Class 3 contains 10760 members 
Mstep: Class 4 contains 12064 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 9895 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 2138 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 6278 members 
Mstep: Class 16 contains 4463 members 
Mstep: Class 17 contains 4220 members 
Mstep: Class 18 contains 64317 members 
Mstep: Class 19 contains 5622 members 
Mstep: Class 20 contains 160265 members 
Mstep: Class 21 contains 13817 members 
Mstep: Class 22 contains 12139 members 
Mstep: Class 23 contains 20543 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 2395 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16068 members 
Mstep: Class 28 contains 1500 members 
Mstep: Class 29 contains 28746 members 
Mstep: Class 30 contains 5327 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -5.440914e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212704 members 
Mstep: Class 2 contains 23529 members 
Mstep: Class 3 contains 10751 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 9908 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 6275 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 4223 members 
Mstep: Class 18 contains 64353 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 160215 members 
Mstep: Class 21 contains 13804 members 
Mstep: Class 22 contains 12124 members 
Mstep: Class 23 contains 20702 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 2400 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16049 members 
Mstep: Class 28 contains 1505 members 
Mstep: Class 29 contains 28763 members 
Mstep: Class 30 contains 5334 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -5.440915e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212689 members 
Mstep: Class 2 contains 23515 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 11986 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3407 members 
Mstep: Class 10 contains 10111 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 6273 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 4228 members 
Mstep: Class 18 contains 64388 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 160168 members 
Mstep: Class 21 contains 13784 members 
Mstep: Class 22 contains 12114 members 
Mstep: Class 23 contains 20850 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16030 members 
Mstep: Class 28 contains 1514 members 
Mstep: Class 29 contains 28776 members 
Mstep: Class 30 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409192.000000 Penalty: 65304.742188
Iteration 61Q: 31 clusters Score -5.440919e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212665 members 
Mstep: Class 2 contains 23506 members 
Mstep: Class 3 contains 10741 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 9941 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 9981 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 6273 members 
Mstep: Class 16 contains 4583 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 64435 members 
Mstep: Class 19 contains 5628 members 
Mstep: Class 20 contains 160106 members 
Mstep: Class 21 contains 13762 members 
Mstep: Class 22 contains 12103 members 
Mstep: Class 23 contains 21003 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16014 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 28789 members 
Mstep: Class 30 contains 5350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409548.000000 Penalty: 65304.742188
Iteration 62Q: 31 clusters Score -5.440955e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212643 members 
Mstep: Class 2 contains 23469 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 11915 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 9959 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 5964 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 6272 members 
Mstep: Class 16 contains 4647 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 64462 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 160047 members 
Mstep: Class 21 contains 13744 members 
Mstep: Class 22 contains 12097 members 
Mstep: Class 23 contains 21118 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 2413 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16006 members 
Mstep: Class 28 contains 1541 members 
Mstep: Class 29 contains 28804 members 
Mstep: Class 30 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409660.000000 Penalty: 65304.742188
Iteration 63Q: 31 clusters Score -5.440966e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212627 members 
Mstep: Class 2 contains 23419 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 9977 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 9761 members 
Mstep: Class 11 contains 2140 members 
Mstep: Class 12 contains 5974 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 6270 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 64506 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 160002 members 
Mstep: Class 21 contains 13730 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 21239 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 15993 members 
Mstep: Class 28 contains 1556 members 
Mstep: Class 29 contains 28823 members 
Mstep: Class 30 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409852.000000 Penalty: 65304.742188
Iteration 64Q: 31 clusters Score -5.440985e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 23373 members 
Mstep: Class 3 contains 10743 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 1973 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 64562 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 159958 members 
Mstep: Class 21 contains 13716 members 
Mstep: Class 22 contains 12080 members 
Mstep: Class 23 contains 21357 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 2419 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 15994 members 
Mstep: Class 28 contains 1572 members 
Mstep: Class 29 contains 28824 members 
Mstep: Class 30 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409964.000000 Penalty: 65304.742188
Iteration 65Q: 31 clusters Score -5.440996e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212611 members 
Mstep: Class 2 contains 23296 members 
Mstep: Class 3 contains 10738 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 2718 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 6266 members 
Mstep: Class 16 contains 4905 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 64614 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 159908 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 12081 members 
Mstep: Class 23 contains 21450 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16011 members 
Mstep: Class 28 contains 1584 members 
Mstep: Class 29 contains 28824 members 
Mstep: Class 30 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410240.000000 Penalty: 65304.742188
Iteration 66Q: 31 clusters Score -5.441024e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212599 members 
Mstep: Class 2 contains 23234 members 
Mstep: Class 3 contains 10740 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 6265 members 
Mstep: Class 16 contains 5030 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 64644 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 13689 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 2423 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16015 members 
Mstep: Class 28 contains 1591 members 
Mstep: Class 29 contains 28814 members 
Mstep: Class 30 contains 5364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410452.000000 Penalty: 65304.742188
Iteration 67Q: 31 clusters Score -5.441045e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212596 members 
Mstep: Class 2 contains 23144 members 
Mstep: Class 3 contains 10741 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 6262 members 
Mstep: Class 16 contains 5162 members 
Mstep: Class 17 contains 4240 members 
Mstep: Class 18 contains 64673 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 159793 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 21615 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16019 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 28820 members 
Mstep: Class 30 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410544.000000 Penalty: 65304.742188
Iteration 68Q: 31 clusters Score -5.441054e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212589 members 
Mstep: Class 2 contains 23027 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 3434 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 6261 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 64721 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 159715 members 
Mstep: Class 21 contains 13661 members 
Mstep: Class 22 contains 12073 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 1596 members 
Mstep: Class 29 contains 28815 members 
Mstep: Class 30 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410788.000000 Penalty: 65304.742188
Iteration 69Q: 31 clusters Score -5.441079e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212578 members 
Mstep: Class 2 contains 22886 members 
Mstep: Class 3 contains 10727 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 10044 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 9258 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 6258 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 18 contains 64755 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 159645 members 
Mstep: Class 21 contains 13641 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 21744 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 1599 members 
Mstep: Class 29 contains 28819 members 
Mstep: Class 30 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410900.000000 Penalty: 65304.742188
Iteration 70Q: 31 clusters Score -5.44109e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212580 members 
Mstep: Class 2 contains 22741 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 2167 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 4261 members 
Mstep: Class 18 contains 64783 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 159577 members 
Mstep: Class 21 contains 13624 members 
Mstep: Class 22 contains 12066 members 
Mstep: Class 23 contains 21790 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 2334 members 
Mstep: Class 27 contains 16047 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 28807 members 
Mstep: Class 30 contains 5365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411108.000000 Penalty: 65304.742188
Iteration 71Q: 31 clusters Score -5.441111e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212581 members 
Mstep: Class 2 contains 22577 members 
Mstep: Class 3 contains 10717 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 1921 members 
Mstep: Class 7 contains 10077 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 64797 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 159499 members 
Mstep: Class 21 contains 13607 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 21843 members 
Mstep: Class 24 contains 3880 members 
Mstep: Class 25 contains 2434 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 1611 members 
Mstep: Class 29 contains 28797 members 
Mstep: Class 30 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411184.000000 Penalty: 65304.742188
Iteration 72Q: 31 clusters Score -5.441118e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212577 members 
Mstep: Class 2 contains 22440 members 
Mstep: Class 3 contains 10710 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 6082 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 64823 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 159404 members 
Mstep: Class 21 contains 13597 members 
Mstep: Class 22 contains 12054 members 
Mstep: Class 23 contains 21885 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16060 members 
Mstep: Class 28 contains 1616 members 
Mstep: Class 29 contains 28789 members 
Mstep: Class 30 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411556.000000 Penalty: 65304.742188
Iteration 73Q: 31 clusters Score -5.441156e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212572 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 10713 members 
Mstep: Class 4 contains 11376 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 10150 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 64858 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 159316 members 
Mstep: Class 21 contains 13585 members 
Mstep: Class 22 contains 12054 members 
Mstep: Class 23 contains 21921 members 
Mstep: Class 24 contains 3871 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 28767 members 
Mstep: Class 30 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411852.000000 Penalty: 65304.742188
Iteration 74Q: 31 clusters Score -5.441185e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212560 members 
Mstep: Class 2 contains 22163 members 
Mstep: Class 3 contains 10714 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 2780 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 10179 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3457 members 
Mstep: Class 10 contains 9137 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 2488 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 64907 members 
Mstep: Class 19 contains 5639 members 
Mstep: Class 20 contains 159228 members 
Mstep: Class 21 contains 13575 members 
Mstep: Class 22 contains 12051 members 
Mstep: Class 23 contains 21967 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 28771 members 
Mstep: Class 30 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412056.000000 Penalty: 65304.742188
Iteration 75Q: 31 clusters Score -5.441206e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212553 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 3 contains 10717 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 10218 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 3462 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 4271 members 
Mstep: Class 18 contains 64958 members 
Mstep: Class 19 contains 5643 members 
Mstep: Class 20 contains 159144 members 
Mstep: Class 21 contains 13568 members 
Mstep: Class 22 contains 12051 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 3865 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 1622 members 
Mstep: Class 29 contains 28763 members 
Mstep: Class 30 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412128.000000 Penalty: 65304.742188
Iteration 76Q: 31 clusters Score -5.441213e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212542 members 
Mstep: Class 2 contains 21974 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3464 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 6250 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 65023 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 159042 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 12047 members 
Mstep: Class 23 contains 22054 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16087 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 28764 members 
Mstep: Class 30 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412316.000000 Penalty: 65304.742188
Iteration 77Q: 31 clusters Score -5.441232e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212540 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 10719 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 10287 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 9034 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 2529 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 65087 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 158959 members 
Mstep: Class 21 contains 13556 members 
Mstep: Class 22 contains 12048 members 
Mstep: Class 23 contains 22100 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16091 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 28769 members 
Mstep: Class 30 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412368.000000 Penalty: 65304.742188
Iteration 78Q: 31 clusters Score -5.441237e+07 nChanged 696
Entering ConstructFrom: 
Score: -54412368.000000 Penalty: 65304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (212533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212533 members 
Entering Unmasked Estep 
Score: -18279206.000000 Penalty: 1993.363525
	Iteration 0F: 2 clusters Score -1.827921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106439 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -18136152.000000 Penalty: 3986.727051
	Iteration 0F: 3 clusters Score -1.813615e+07 nChanged 103054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -18198392.000000 Penalty: 3986.727051
	Iteration 1F: 3 clusters Score -1.819839e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -18200928.000000 Penalty: 3986.727051
	Iteration 2Q: 3 clusters Score -1.820093e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123234 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -18205226.000000 Penalty: 3986.727051
	Iteration 3Q: 3 clusters Score -1.820523e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -18212358.000000 Penalty: 3986.727051
	Iteration 4F: 3 clusters Score -1.821236e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -18223306.000000 Penalty: 3986.727051
	Iteration 5F: 3 clusters Score -1.822331e+07 nChanged 17279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -18236976.000000 Penalty: 3986.727051
	Iteration 6F: 3 clusters Score -1.823698e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -18250292.000000 Penalty: 3986.727051
	Iteration 7F: 3 clusters Score -1.825029e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189926 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -18260574.000000 Penalty: 3986.727051
	Iteration 8F: 3 clusters Score -1.826057e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198299 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -18267432.000000 Penalty: 3986.727051
	Iteration 9Q: 3 clusters Score -1.826743e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203854 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -18272000.000000 Penalty: 3986.727051
	Iteration 10Q: 3 clusters Score -1.8272e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207126 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -18274558.000000 Penalty: 3986.727051
	Iteration 11Q: 3 clusters Score -1.827456e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208986 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -18276010.000000 Penalty: 3986.727051
	Iteration 12Q: 3 clusters Score -1.827601e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210035 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18276804.000000 Penalty: 3986.727051
	Iteration 13Q: 3 clusters Score -1.82768e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210546 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -18277140.000000 Penalty: 3986.727051
	Iteration 14Q: 3 clusters Score -1.827714e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210829 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -18277444.000000 Penalty: 3986.727051
	Iteration 15Q: 3 clusters Score -1.827744e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210985 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18277590.000000 Penalty: 3986.727051
	Iteration 16Q: 3 clusters Score -1.827759e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211081 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -18277710.000000 Penalty: 3986.727051
	Iteration 17Q: 3 clusters Score -1.827771e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211163 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -18277756.000000 Penalty: 3986.727051
	Iteration 18Q: 3 clusters Score -1.827776e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211221 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18277834.000000 Penalty: 3986.727051
	Iteration 19Q: 3 clusters Score -1.827783e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211257 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -18277870.000000 Penalty: 3986.727051
	Iteration 20F: 3 clusters Score -1.827787e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211276 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -18277874.000000 Penalty: 3986.727051
	Iteration 21Q: 3 clusters Score -1.827787e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211294 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18277906.000000 Penalty: 3986.727051
	Iteration 22Q: 3 clusters Score -1.827791e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211304 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -18277910.000000 Penalty: 3986.727051
	Iteration 23Q: 3 clusters Score -1.827791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211309 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18277892.000000 Penalty: 3986.727051
	Iteration 24Q: 3 clusters Score -1.827789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211322 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -18277922.000000 Penalty: 3986.727051
	Iteration 25Q: 3 clusters Score -1.827792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211332 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18277946.000000 Penalty: 3986.727051
	Iteration 26Q: 3 clusters Score -1.827795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211346 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -18277938.000000 Penalty: 3986.727051
	Iteration 27Q: 3 clusters Score -1.827794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211351 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18277942.000000 Penalty: 3986.727051
	Iteration 28Q: 3 clusters Score -1.827794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18277936.000000 Penalty: 3986.727051
	Iteration 29Q: 3 clusters Score -1.827794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211374 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -18277936.000000 Penalty: 3986.727051
	Iteration 30Q: 3 clusters Score -1.827794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211384 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -18277940.000000 Penalty: 3986.727051
	Iteration 31Q: 3 clusters Score -1.827794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211394 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -18277938.000000 Penalty: 3986.727051
	Iteration 32Q: 3 clusters Score -1.827794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211404 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -18277952.000000 Penalty: 3986.727051
	Iteration 33Q: 3 clusters Score -1.827795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211417 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18277984.000000 Penalty: 3986.727051
	Iteration 34Q: 3 clusters Score -1.827798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211428 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18277966.000000 Penalty: 3986.727051
	Iteration 35Q: 3 clusters Score -1.827797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211434 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18277984.000000 Penalty: 3986.727051
	Iteration 36Q: 3 clusters Score -1.827798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18277982.000000 Penalty: 3986.727051
	Iteration 37Q: 3 clusters Score -1.827798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211446 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -18277974.000000 Penalty: 3986.727051
	Iteration 38Q: 3 clusters Score -1.827797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211449 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18277970.000000 Penalty: 3986.727051
	Iteration 39Q: 3 clusters Score -1.827797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18277970.000000 Penalty: 3986.727051
	Iteration 40F: 3 clusters Score -1.827797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18277972.000000 Penalty: 3986.727051
	Iteration 41Q: 3 clusters Score -1.827797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18277970.000000 Penalty: 3986.727051
	Iteration 42Q: 3 clusters Score -1.827797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18277970.000000 Penalty: 3986.727051
	Iteration 43Q: 3 clusters Score -1.827797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -18277970.000000 Penalty: 3986.727051
	Iteration 44Q: 3 clusters Score -1.827797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18277968.000000 Penalty: 3986.727051
	Iteration 45Q: 3 clusters Score -1.827797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18277968.000000 Penalty: 3986.727051
	Iteration 46F: 3 clusters Score -1.827797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -1860518.875000 Penalty: 1623.663208
	Iteration 0F: 2 clusters Score -1860519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1845673.500000 Penalty: 3247.326416
	Iteration 0F: 3 clusters Score -1845674 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1851144.000000 Penalty: 3247.326416
	Iteration 1F: 3 clusters Score -1851144 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1851868.500000 Penalty: 3247.326416
	Iteration 2F: 3 clusters Score -1851868 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1852792.750000 Penalty: 3247.326416
	Iteration 3F: 3 clusters Score -1852793 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1854001.750000 Penalty: 3247.326416
	Iteration 4F: 3 clusters Score -1854002 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1855277.250000 Penalty: 3247.326416
	Iteration 5F: 3 clusters Score -1855277 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1856317.125000 Penalty: 3247.326416
	Iteration 6F: 3 clusters Score -1856317 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1857025.750000 Penalty: 3247.326416
	Iteration 7F: 3 clusters Score -1857026 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1857497.625000 Penalty: 3247.326416
	Iteration 8Q: 3 clusters Score -1857498 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1857894.250000 Penalty: 3247.326416
	Iteration 9Q: 3 clusters Score -1857894 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1858193.500000 Penalty: 3247.326416
	Iteration 10Q: 3 clusters Score -1858194 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1858432.375000 Penalty: 3247.326416
	Iteration 11Q: 3 clusters Score -1858432 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1858615.625000 Penalty: 3247.326416
	Iteration 12Q: 3 clusters Score -1858616 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1858753.125000 Penalty: 3247.326416
	Iteration 13Q: 3 clusters Score -1858753 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1858847.000000 Penalty: 3247.326416
	Iteration 14Q: 3 clusters Score -1858847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1858907.875000 Penalty: 3247.326416
	Iteration 15Q: 3 clusters Score -1858908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1858964.500000 Penalty: 3247.326416
	Iteration 16Q: 3 clusters Score -1858964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1859002.375000 Penalty: 3247.326416
	Iteration 17Q: 3 clusters Score -1859002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1859034.625000 Penalty: 3247.326416
	Iteration 18Q: 3 clusters Score -1859035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1859065.875000 Penalty: 3247.326416
	Iteration 19Q: 3 clusters Score -1859066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1859096.375000 Penalty: 3247.326416
	Iteration 20F: 3 clusters Score -1859096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1859122.125000 Penalty: 3247.326416
	Iteration 21Q: 3 clusters Score -1859122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1859141.000000 Penalty: 3247.326416
	Iteration 22Q: 3 clusters Score -1859141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1859157.625000 Penalty: 3247.326416
	Iteration 23Q: 3 clusters Score -1859158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1859181.625000 Penalty: 3247.326416
	Iteration 24Q: 3 clusters Score -1859182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1859207.500000 Penalty: 3247.326416
	Iteration 25Q: 3 clusters Score -1859208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1859227.125000 Penalty: 3247.326416
	Iteration 26Q: 3 clusters Score -1859227 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1859253.250000 Penalty: 3247.326416
	Iteration 27Q: 3 clusters Score -1859253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1859283.250000 Penalty: 3247.326416
	Iteration 28Q: 3 clusters Score -1859283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1859308.750000 Penalty: 3247.326416
	Iteration 29Q: 3 clusters Score -1859309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1859338.500000 Penalty: 3247.326416
	Iteration 30Q: 3 clusters Score -1859338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1859369.250000 Penalty: 3247.326416
	Iteration 31Q: 3 clusters Score -1859369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1859377.625000 Penalty: 3247.326416
	Iteration 32Q: 3 clusters Score -1859378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1859406.125000 Penalty: 3247.326416
	Iteration 33Q: 3 clusters Score -1859406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1859443.875000 Penalty: 3247.326416
	Iteration 34Q: 3 clusters Score -1859444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1859473.500000 Penalty: 3247.326416
	Iteration 35Q: 3 clusters Score -1859474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1859498.625000 Penalty: 3247.326416
	Iteration 36Q: 3 clusters Score -1859499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1859533.875000 Penalty: 3247.326416
	Iteration 37Q: 3 clusters Score -1859534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1859547.500000 Penalty: 3247.326416
	Iteration 38Q: 3 clusters Score -1859548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1859565.125000 Penalty: 3247.326416
	Iteration 39Q: 3 clusters Score -1859565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1859581.750000 Penalty: 3247.326416
	Iteration 40F: 3 clusters Score -1859582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1859595.625000 Penalty: 3247.326416
	Iteration 41Q: 3 clusters Score -1859596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1859623.375000 Penalty: 3247.326416
	Iteration 42Q: 3 clusters Score -1859623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1859641.625000 Penalty: 3247.326416
	Iteration 43Q: 3 clusters Score -1859642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1859649.250000 Penalty: 3247.326416
	Iteration 44Q: 3 clusters Score -1859649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1859653.500000 Penalty: 3247.326416
	Iteration 45Q: 3 clusters Score -1859654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1859658.125000 Penalty: 3247.326416
	Iteration 46Q: 3 clusters Score -1859658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1859668.500000 Penalty: 3247.326416
	Iteration 47Q: 3 clusters Score -1859668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1859675.000000 Penalty: 3247.326416
	Iteration 48Q: 3 clusters Score -1859675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1859678.500000 Penalty: 3247.326416
	Iteration 49Q: 3 clusters Score -1859678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1859673.125000 Penalty: 3247.326416
	Iteration 50Q: 3 clusters Score -1859673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1859672.625000 Penalty: 3247.326416
	Iteration 51Q: 3 clusters Score -1859673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1859677.125000 Penalty: 3247.326416
	Iteration 52Q: 3 clusters Score -1859677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1859680.375000 Penalty: 3247.326416
	Iteration 53Q: 3 clusters Score -1859680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1859678.625000 Penalty: 3247.326416
	Iteration 54Q: 3 clusters Score -1859679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1859680.500000 Penalty: 3247.326416
	Iteration 55Q: 3 clusters Score -1859680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1859677.625000 Penalty: 3247.326416
	Iteration 56Q: 3 clusters Score -1859678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1859675.125000 Penalty: 3247.326416
	Iteration 57Q: 3 clusters Score -1859675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1859678.500000 Penalty: 3247.326416
	Iteration 58Q: 3 clusters Score -1859678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1859677.375000 Penalty: 3247.326416
	Iteration 59Q: 3 clusters Score -1859677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1859677.375000 Penalty: 3247.326416
	Iteration 60F: 3 clusters Score -1859677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Entering Unmasked Estep 
Score: -898482.500000 Penalty: 1507.947998
	Iteration 0F: 2 clusters Score -898482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -890865.437500 Penalty: 3015.895996
	Iteration 0F: 3 clusters Score -890865.4 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -893418.687500 Penalty: 3015.895996
	Iteration 1F: 3 clusters Score -893418.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -893823.937500 Penalty: 3015.895996
	Iteration 2F: 3 clusters Score -893823.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -894299.125000 Penalty: 3015.895996
	Iteration 3F: 3 clusters Score -894299.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -894906.937500 Penalty: 3015.895996
	Iteration 4F: 3 clusters Score -894906.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -895550.250000 Penalty: 3015.895996
	Iteration 5F: 3 clusters Score -895550.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -896151.562500 Penalty: 3015.895996
	Iteration 6F: 3 clusters Score -896151.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -896617.250000 Penalty: 3015.895996
	Iteration 7F: 3 clusters Score -896617.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -896937.500000 Penalty: 3015.895996
	Iteration 8Q: 3 clusters Score -896937.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -897192.187500 Penalty: 3015.895996
	Iteration 9Q: 3 clusters Score -897192.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -897377.375000 Penalty: 3015.895996
	Iteration 10Q: 3 clusters Score -897377.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -897544.375000 Penalty: 3015.895996
	Iteration 11Q: 3 clusters Score -897544.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -897669.562500 Penalty: 3015.895996
	Iteration 12Q: 3 clusters Score -897669.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -897749.875000 Penalty: 3015.895996
	Iteration 13Q: 3 clusters Score -897749.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -897785.750000 Penalty: 3015.895996
	Iteration 14Q: 3 clusters Score -897785.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -897805.125000 Penalty: 3015.895996
	Iteration 15Q: 3 clusters Score -897805.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -897816.062500 Penalty: 3015.895996
	Iteration 16Q: 3 clusters Score -897816.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -897826.750000 Penalty: 3015.895996
	Iteration 17Q: 3 clusters Score -897826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -897827.562500 Penalty: 3015.895996
	Iteration 18Q: 3 clusters Score -897827.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -897830.187500 Penalty: 3015.895996
	Iteration 19Q: 3 clusters Score -897830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -897830.812500 Penalty: 3015.895996
	Iteration 20F: 3 clusters Score -897830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -897831.875000 Penalty: 3015.895996
	Iteration 21Q: 3 clusters Score -897831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -897834.375000 Penalty: 3015.895996
	Iteration 22Q: 3 clusters Score -897834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -897835.375000 Penalty: 3015.895996
	Iteration 23Q: 3 clusters Score -897835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -897838.250000 Penalty: 3015.895996
	Iteration 24Q: 3 clusters Score -897838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -897835.250000 Penalty: 3015.895996
	Iteration 25Q: 3 clusters Score -897835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -897838.562500 Penalty: 3015.895996
	Iteration 26Q: 3 clusters Score -897838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -897838.875000 Penalty: 3015.895996
	Iteration 27Q: 3 clusters Score -897838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -897842.062500 Penalty: 3015.895996
	Iteration 28Q: 3 clusters Score -897842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -897840.562500 Penalty: 3015.895996
	Iteration 29Q: 3 clusters Score -897840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -897841.375000 Penalty: 3015.895996
	Iteration 30Q: 3 clusters Score -897841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -897842.937500 Penalty: 3015.895996
	Iteration 31Q: 3 clusters Score -897842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -897841.125000 Penalty: 3015.895996
	Iteration 32Q: 3 clusters Score -897841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -897843.125000 Penalty: 3015.895996
	Iteration 33Q: 3 clusters Score -897843.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -897842.687500 Penalty: 3015.895996
	Iteration 34Q: 3 clusters Score -897842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -897844.562500 Penalty: 3015.895996
	Iteration 35Q: 3 clusters Score -897844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -897843.625000 Penalty: 3015.895996
	Iteration 36Q: 3 clusters Score -897843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -897843.625000 Penalty: 3015.895996
	Iteration 37F: 3 clusters Score -897843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Entering Unmasked Estep 
Score: -952321.625000 Penalty: 1512.064697
	Iteration 0F: 2 clusters Score -952321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -944600.312500 Penalty: 3024.129395
	Iteration 0F: 3 clusters Score -944600.3 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -947149.000000 Penalty: 3024.129395
	Iteration 1F: 3 clusters Score -947149 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -947425.625000 Penalty: 3024.129395
	Iteration 2F: 3 clusters Score -947425.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -947665.937500 Penalty: 3024.129395
	Iteration 3F: 3 clusters Score -947665.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -947879.375000 Penalty: 3024.129395
	Iteration 4Q: 3 clusters Score -947879.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -948133.437500 Penalty: 3024.129395
	Iteration 5Q: 3 clusters Score -948133.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -948436.062500 Penalty: 3024.129395
	Iteration 6Q: 3 clusters Score -948436.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -948774.500000 Penalty: 3024.129395
	Iteration 7Q: 3 clusters Score -948774.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -949156.750000 Penalty: 3024.129395
	Iteration 8Q: 3 clusters Score -949156.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -949543.187500 Penalty: 3024.129395
	Iteration 9Q: 3 clusters Score -949543.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -949909.250000 Penalty: 3024.129395
	Iteration 10Q: 3 clusters Score -949909.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -950247.750000 Penalty: 3024.129395
	Iteration 11Q: 3 clusters Score -950247.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -950496.625000 Penalty: 3024.129395
	Iteration 12Q: 3 clusters Score -950496.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -950664.625000 Penalty: 3024.129395
	Iteration 13Q: 3 clusters Score -950664.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -950792.937500 Penalty: 3024.129395
	Iteration 14Q: 3 clusters Score -950792.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -950868.875000 Penalty: 3024.129395
	Iteration 15Q: 3 clusters Score -950868.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -950923.062500 Penalty: 3024.129395
	Iteration 16Q: 3 clusters Score -950923.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -950955.000000 Penalty: 3024.129395
	Iteration 17Q: 3 clusters Score -950955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -950971.812500 Penalty: 3024.129395
	Iteration 18Q: 3 clusters Score -950971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -950982.562500 Penalty: 3024.129395
	Iteration 19Q: 3 clusters Score -950982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -950988.250000 Penalty: 3024.129395
	Iteration 20F: 3 clusters Score -950988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -950995.750000 Penalty: 3024.129395
	Iteration 21Q: 3 clusters Score -950995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -951003.375000 Penalty: 3024.129395
	Iteration 22Q: 3 clusters Score -951003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -951012.875000 Penalty: 3024.129395
	Iteration 23Q: 3 clusters Score -951012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -951018.125000 Penalty: 3024.129395
	Iteration 24Q: 3 clusters Score -951018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -951019.500000 Penalty: 3024.129395
	Iteration 25Q: 3 clusters Score -951019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -951022.000000 Penalty: 3024.129395
	Iteration 26Q: 3 clusters Score -951022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -951026.000000 Penalty: 3024.129395
	Iteration 27Q: 3 clusters Score -951026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -951026.000000 Penalty: 3024.129395
	Iteration 28F: 3 clusters Score -951026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -230269.062500 Penalty: 1289.358398
	Iteration 0F: 2 clusters Score -230269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -227649.390625 Penalty: 2578.716797
	Iteration 0F: 3 clusters Score -227649.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -228352.218750 Penalty: 2578.716797
	Iteration 1F: 3 clusters Score -228352.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -228500.890625 Penalty: 2578.716797
	Iteration 2F: 3 clusters Score -228500.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -228611.109375 Penalty: 2578.716797
	Iteration 3F: 3 clusters Score -228611.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -228699.906250 Penalty: 2578.716797
	Iteration 4Q: 3 clusters Score -228699.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -228766.328125 Penalty: 2578.716797
	Iteration 5Q: 3 clusters Score -228766.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -228817.546875 Penalty: 2578.716797
	Iteration 6Q: 3 clusters Score -228817.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -228864.609375 Penalty: 2578.716797
	Iteration 7Q: 3 clusters Score -228864.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -228896.234375 Penalty: 2578.716797
	Iteration 8Q: 3 clusters Score -228896.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -228934.953125 Penalty: 2578.716797
	Iteration 9Q: 3 clusters Score -228935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -228975.546875 Penalty: 2578.716797
	Iteration 10Q: 3 clusters Score -228975.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -229032.000000 Penalty: 2578.716797
	Iteration 11Q: 3 clusters Score -229032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229085.468750 Penalty: 2578.716797
	Iteration 12Q: 3 clusters Score -229085.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -229140.375000 Penalty: 2578.716797
	Iteration 13Q: 3 clusters Score -229140.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229204.296875 Penalty: 2578.716797
	Iteration 14Q: 3 clusters Score -229204.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -229254.406250 Penalty: 2578.716797
	Iteration 15Q: 3 clusters Score -229254.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229297.531250 Penalty: 2578.716797
	Iteration 16Q: 3 clusters Score -229297.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -229355.937500 Penalty: 2578.716797
	Iteration 17Q: 3 clusters Score -229355.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -229412.687500 Penalty: 2578.716797
	Iteration 18Q: 3 clusters Score -229412.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -229455.359375 Penalty: 2578.716797
	Iteration 19Q: 3 clusters Score -229455.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -229486.250000 Penalty: 2578.716797
	Iteration 20F: 3 clusters Score -229486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -229516.468750 Penalty: 2578.716797
	Iteration 21Q: 3 clusters Score -229516.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -229539.578125 Penalty: 2578.716797
	Iteration 22Q: 3 clusters Score -229539.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -229572.468750 Penalty: 2578.716797
	Iteration 23Q: 3 clusters Score -229572.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229600.406250 Penalty: 2578.716797
	Iteration 24Q: 3 clusters Score -229600.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -229633.015625 Penalty: 2578.716797
	Iteration 25Q: 3 clusters Score -229633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229663.406250 Penalty: 2578.716797
	Iteration 26Q: 3 clusters Score -229663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -229703.531250 Penalty: 2578.716797
	Iteration 27Q: 3 clusters Score -229703.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229744.125000 Penalty: 2578.716797
	Iteration 28Q: 3 clusters Score -229744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229759.234375 Penalty: 2578.716797
	Iteration 29Q: 3 clusters Score -229759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -229767.375000 Penalty: 2578.716797
	Iteration 30Q: 3 clusters Score -229767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229771.687500 Penalty: 2578.716797
	Iteration 31Q: 3 clusters Score -229771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -229774.703125 Penalty: 2578.716797
	Iteration 32Q: 3 clusters Score -229774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229776.500000 Penalty: 2578.716797
	Iteration 33Q: 3 clusters Score -229776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229778.859375 Penalty: 2578.716797
	Iteration 34Q: 3 clusters Score -229778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229782.015625 Penalty: 2578.716797
	Iteration 35Q: 3 clusters Score -229782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229784.546875 Penalty: 2578.716797
	Iteration 36Q: 3 clusters Score -229784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -229785.265625 Penalty: 2578.716797
	Iteration 37Q: 3 clusters Score -229785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229785.671875 Penalty: 2578.716797
	Iteration 38Q: 3 clusters Score -229785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229785.671875 Penalty: 2578.716797
	Iteration 39F: 3 clusters Score -229785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -154152.734375 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -154152.7 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 965 members 
Entering Unmasked Estep 
Score: -152140.718750 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -152140.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -152582.671875 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -152582.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152677.093750 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -152677.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152722.187500 Penalty: 2453.964844
	Iteration 3Q: 3 clusters Score -152722.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152744.859375 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -152744.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152765.500000 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -152765.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -152781.812500 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -152781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -152795.953125 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -152796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -152806.875000 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -152806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -152820.953125 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -152821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152836.328125 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -152836.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152849.359375 Penalty: 2453.964844
	Iteration 11Q: 3 clusters Score -152849.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152856.046875 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -152856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152861.296875 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -152861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152863.406250 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -152863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -152865.750000 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -152865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -152868.265625 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -152868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152870.937500 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -152870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -152872.562500 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -152872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -152874.687500 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -152874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -152877.234375 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -152877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -152877.890625 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -152877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -152878.625000 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -152878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152879.031250 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -152879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -152879.312500 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -152879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -152879.312500 Penalty: 2453.964844
	Iteration 25F: 3 clusters Score -152879.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -878247.500000 Penalty: 1501.783081
	Iteration 0F: 2 clusters Score -878247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -870843.937500 Penalty: 3003.566162
	Iteration 0F: 3 clusters Score -870843.9 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -873208.250000 Penalty: 3003.566162
	Iteration 1F: 3 clusters Score -873208.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -873517.125000 Penalty: 3003.566162
	Iteration 2F: 3 clusters Score -873517.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -873804.812500 Penalty: 3003.566162
	Iteration 3F: 3 clusters Score -873804.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -874130.250000 Penalty: 3003.566162
	Iteration 4F: 3 clusters Score -874130.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -874509.125000 Penalty: 3003.566162
	Iteration 5F: 3 clusters Score -874509.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -874945.937500 Penalty: 3003.566162
	Iteration 6F: 3 clusters Score -874945.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -875330.562500 Penalty: 3003.566162
	Iteration 7F: 3 clusters Score -875330.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -875684.875000 Penalty: 3003.566162
	Iteration 8F: 3 clusters Score -875684.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -875970.312500 Penalty: 3003.566162
	Iteration 9Q: 3 clusters Score -875970.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -876180.062500 Penalty: 3003.566162
	Iteration 10Q: 3 clusters Score -876180.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -876346.062500 Penalty: 3003.566162
	Iteration 11Q: 3 clusters Score -876346.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -876485.937500 Penalty: 3003.566162
	Iteration 12Q: 3 clusters Score -876485.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -876602.375000 Penalty: 3003.566162
	Iteration 13Q: 3 clusters Score -876602.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -876711.187500 Penalty: 3003.566162
	Iteration 14Q: 3 clusters Score -876711.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -876795.375000 Penalty: 3003.566162
	Iteration 15Q: 3 clusters Score -876795.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -876855.437500 Penalty: 3003.566162
	Iteration 16Q: 3 clusters Score -876855.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -876914.875000 Penalty: 3003.566162
	Iteration 17Q: 3 clusters Score -876914.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -876966.625000 Penalty: 3003.566162
	Iteration 18Q: 3 clusters Score -876966.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -877003.562500 Penalty: 3003.566162
	Iteration 19Q: 3 clusters Score -877003.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -877033.687500 Penalty: 3003.566162
	Iteration 20F: 3 clusters Score -877033.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -877061.250000 Penalty: 3003.566162
	Iteration 21Q: 3 clusters Score -877061.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -877083.312500 Penalty: 3003.566162
	Iteration 22Q: 3 clusters Score -877083.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -877103.875000 Penalty: 3003.566162
	Iteration 23Q: 3 clusters Score -877103.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -877135.125000 Penalty: 3003.566162
	Iteration 24Q: 3 clusters Score -877135.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -877159.750000 Penalty: 3003.566162
	Iteration 25Q: 3 clusters Score -877159.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -877175.000000 Penalty: 3003.566162
	Iteration 26Q: 3 clusters Score -877175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -877182.250000 Penalty: 3003.566162
	Iteration 27Q: 3 clusters Score -877182.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -877192.375000 Penalty: 3003.566162
	Iteration 28Q: 3 clusters Score -877192.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -877200.812500 Penalty: 3003.566162
	Iteration 29Q: 3 clusters Score -877200.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -877210.750000 Penalty: 3003.566162
	Iteration 30Q: 3 clusters Score -877210.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -877219.625000 Penalty: 3003.566162
	Iteration 31Q: 3 clusters Score -877219.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -877226.500000 Penalty: 3003.566162
	Iteration 32Q: 3 clusters Score -877226.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -877232.875000 Penalty: 3003.566162
	Iteration 33Q: 3 clusters Score -877232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -877235.937500 Penalty: 3003.566162
	Iteration 34Q: 3 clusters Score -877235.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -877242.625000 Penalty: 3003.566162
	Iteration 35Q: 3 clusters Score -877242.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -877244.437500 Penalty: 3003.566162
	Iteration 36Q: 3 clusters Score -877244.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -877250.312500 Penalty: 3003.566162
	Iteration 37Q: 3 clusters Score -877250.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -877252.500000 Penalty: 3003.566162
	Iteration 38Q: 3 clusters Score -877252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -877254.750000 Penalty: 3003.566162
	Iteration 39Q: 3 clusters Score -877254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -877256.750000 Penalty: 3003.566162
	Iteration 40F: 3 clusters Score -877256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -877259.625000 Penalty: 3003.566162
	Iteration 41Q: 3 clusters Score -877259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -877260.125000 Penalty: 3003.566162
	Iteration 42Q: 3 clusters Score -877260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -877261.562500 Penalty: 3003.566162
	Iteration 43Q: 3 clusters Score -877261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -877261.250000 Penalty: 3003.566162
	Iteration 44Q: 3 clusters Score -877261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -877260.625000 Penalty: 3003.566162
	Iteration 45Q: 3 clusters Score -877260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -877260.000000 Penalty: 3003.566162
	Iteration 46Q: 3 clusters Score -877260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -877259.562500 Penalty: 3003.566162
	Iteration 47Q: 3 clusters Score -877259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -877259.812500 Penalty: 3003.566162
	Iteration 48Q: 3 clusters Score -877259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -877259.375000 Penalty: 3003.566162
	Iteration 49Q: 3 clusters Score -877259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -877259.125000 Penalty: 3003.566162
	Iteration 50Q: 3 clusters Score -877259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -877259.125000 Penalty: 3003.566162
	Iteration 51F: 3 clusters Score -877259.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -209027.156250 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -209027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -206419.921875 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -206419.9 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -207048.515625 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -207048.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -207236.500000 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -207236.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -207397.125000 Penalty: 2586.764648
	Iteration 3F: 3 clusters Score -207397.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -207525.890625 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -207525.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -207623.484375 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -207623.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -207695.640625 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -207695.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -207763.734375 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -207763.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -207815.921875 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -207815.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207852.187500 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -207852.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -207885.515625 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -207885.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -207916.656250 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -207916.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -207943.453125 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -207943.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -207973.859375 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -207973.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -208000.265625 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -208000.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -208025.687500 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -208025.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -208050.843750 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -208050.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -208076.500000 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -208076.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -208099.250000 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -208099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -208112.656250 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -208112.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -208121.968750 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -208122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -208127.765625 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -208127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -208131.515625 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -208131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -208132.656250 Penalty: 2586.764648
	Iteration 23Q: 3 clusters Score -208132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -208134.171875 Penalty: 2586.764648
	Iteration 24Q: 3 clusters Score -208134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -208136.125000 Penalty: 2586.764648
	Iteration 25Q: 3 clusters Score -208136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -208138.156250 Penalty: 2586.764648
	Iteration 26Q: 3 clusters Score -208138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208140.296875 Penalty: 2586.764648
	Iteration 27Q: 3 clusters Score -208140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -208142.156250 Penalty: 2586.764648
	Iteration 28Q: 3 clusters Score -208142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208143.578125 Penalty: 2586.764648
	Iteration 29Q: 3 clusters Score -208143.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -208145.203125 Penalty: 2586.764648
	Iteration 30Q: 3 clusters Score -208145.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -208150.187500 Penalty: 2586.764648
	Iteration 31Q: 3 clusters Score -208150.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -208164.515625 Penalty: 2586.764648
	Iteration 32Q: 3 clusters Score -208164.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -208180.234375 Penalty: 2586.764648
	Iteration 33Q: 3 clusters Score -208180.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -208196.328125 Penalty: 2586.764648
	Iteration 34Q: 3 clusters Score -208196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -208207.000000 Penalty: 2586.764648
	Iteration 35Q: 3 clusters Score -208207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -208216.984375 Penalty: 2586.764648
	Iteration 36Q: 3 clusters Score -208217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -208226.000000 Penalty: 2586.764648
	Iteration 37Q: 3 clusters Score -208226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -208232.265625 Penalty: 2586.764648
	Iteration 38Q: 3 clusters Score -208232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -208239.437500 Penalty: 2586.764648
	Iteration 39Q: 3 clusters Score -208239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -208248.250000 Penalty: 2586.764648
	Iteration 40F: 3 clusters Score -208248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -208257.468750 Penalty: 2586.764648
	Iteration 41Q: 3 clusters Score -208257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -208260.671875 Penalty: 2586.764648
	Iteration 42Q: 3 clusters Score -208260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -208263.375000 Penalty: 2586.764648
	Iteration 43Q: 3 clusters Score -208263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208267.296875 Penalty: 2586.764648
	Iteration 44Q: 3 clusters Score -208267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -208269.921875 Penalty: 2586.764648
	Iteration 45Q: 3 clusters Score -208269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208273.828125 Penalty: 2586.764648
	Iteration 46Q: 3 clusters Score -208273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -208275.140625 Penalty: 2586.764648
	Iteration 47Q: 3 clusters Score -208275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -208276.171875 Penalty: 2586.764648
	Iteration 48Q: 3 clusters Score -208276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -208279.562500 Penalty: 2586.764648
	Iteration 49Q: 3 clusters Score -208279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -208283.593750 Penalty: 2586.764648
	Iteration 50Q: 3 clusters Score -208283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -208287.156250 Penalty: 2586.764648
	Iteration 51Q: 3 clusters Score -208287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -208290.078125 Penalty: 2586.764648
	Iteration 52Q: 3 clusters Score -208290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208291.953125 Penalty: 2586.764648
	Iteration 53Q: 3 clusters Score -208292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208294.640625 Penalty: 2586.764648
	Iteration 54Q: 3 clusters Score -208294.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -208295.859375 Penalty: 2586.764648
	Iteration 55Q: 3 clusters Score -208295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208298.890625 Penalty: 2586.764648
	Iteration 56Q: 3 clusters Score -208298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208300.828125 Penalty: 2586.764648
	Iteration 57Q: 3 clusters Score -208300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208301.453125 Penalty: 2586.764648
	Iteration 58Q: 3 clusters Score -208301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -208302.328125 Penalty: 2586.764648
	Iteration 59Q: 3 clusters Score -208302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208302.953125 Penalty: 2586.764648
	Iteration 60F: 3 clusters Score -208303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208302.765625 Penalty: 2586.764648
	Iteration 61Q: 3 clusters Score -208302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208303.546875 Penalty: 2586.764648
	Iteration 62Q: 3 clusters Score -208303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208303.546875 Penalty: 2586.764648
	Iteration 63F: 3 clusters Score -208303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -289059.718750 Penalty: 1324.825806
	Iteration 0F: 2 clusters Score -289059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -286118.906250 Penalty: 2649.651611
	Iteration 0F: 3 clusters Score -286118.9 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -286993.437500 Penalty: 2649.651611
	Iteration 1F: 3 clusters Score -286993.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -287194.656250 Penalty: 2649.651611
	Iteration 2F: 3 clusters Score -287194.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -287320.718750 Penalty: 2649.651611
	Iteration 3F: 3 clusters Score -287320.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -287400.906250 Penalty: 2649.651611
	Iteration 4Q: 3 clusters Score -287400.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287467.375000 Penalty: 2649.651611
	Iteration 5Q: 3 clusters Score -287467.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287520.312500 Penalty: 2649.651611
	Iteration 6Q: 3 clusters Score -287520.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -287559.312500 Penalty: 2649.651611
	Iteration 7Q: 3 clusters Score -287559.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -287586.687500 Penalty: 2649.651611
	Iteration 8Q: 3 clusters Score -287586.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -287624.812500 Penalty: 2649.651611
	Iteration 9Q: 3 clusters Score -287624.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287657.562500 Penalty: 2649.651611
	Iteration 10Q: 3 clusters Score -287657.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287688.031250 Penalty: 2649.651611
	Iteration 11Q: 3 clusters Score -287688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -287722.406250 Penalty: 2649.651611
	Iteration 12Q: 3 clusters Score -287722.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -287759.437500 Penalty: 2649.651611
	Iteration 13Q: 3 clusters Score -287759.4 nChanged 65
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: -287789.781250 Penalty: 2649.651611
	Iteration 14Q: 3 clusters Score -287789.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287811.875000 Penalty: 2649.651611
	Iteration 15Q: 3 clusters Score -287811.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -287830.406250 Penalty: 2649.651611
	Iteration 16Q: 3 clusters Score -287830.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -287846.781250 Penalty: 2649.651611
	Iteration 17Q: 3 clusters Score -287846.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -287869.625000 Penalty: 2649.651611
	Iteration 18Q: 3 clusters Score -287869.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -287888.156250 Penalty: 2649.651611
	Iteration 19Q: 3 clusters Score -287888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -287899.906250 Penalty: 2649.651611
	Iteration 20F: 3 clusters Score -287899.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -287910.750000 Penalty: 2649.651611
	Iteration 21Q: 3 clusters Score -287910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -287919.281250 Penalty: 2649.651611
	Iteration 22Q: 3 clusters Score -287919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -287926.281250 Penalty: 2649.651611
	Iteration 23Q: 3 clusters Score -287926.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -287936.500000 Penalty: 2649.651611
	Iteration 24Q: 3 clusters Score -287936.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -287944.562500 Penalty: 2649.651611
	Iteration 25Q: 3 clusters Score -287944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -287953.250000 Penalty: 2649.651611
	Iteration 26Q: 3 clusters Score -287953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -287961.343750 Penalty: 2649.651611
	Iteration 27Q: 3 clusters Score -287961.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -287969.781250 Penalty: 2649.651611
	Iteration 28Q: 3 clusters Score -287969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -287975.218750 Penalty: 2649.651611
	Iteration 29Q: 3 clusters Score -287975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -287983.625000 Penalty: 2649.651611
	Iteration 30Q: 3 clusters Score -287983.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287990.968750 Penalty: 2649.651611
	Iteration 31Q: 3 clusters Score -287991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -287997.843750 Penalty: 2649.651611
	Iteration 32Q: 3 clusters Score -287997.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288002.593750 Penalty: 2649.651611
	Iteration 33Q: 3 clusters Score -288002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -288005.406250 Penalty: 2649.651611
	Iteration 34Q: 3 clusters Score -288005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -288009.250000 Penalty: 2649.651611
	Iteration 35Q: 3 clusters Score -288009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -288013.000000 Penalty: 2649.651611
	Iteration 36Q: 3 clusters Score -288013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -288016.343750 Penalty: 2649.651611
	Iteration 37Q: 3 clusters Score -288016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -288018.593750 Penalty: 2649.651611
	Iteration 38Q: 3 clusters Score -288018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -288020.312500 Penalty: 2649.651611
	Iteration 39Q: 3 clusters Score -288020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -288023.000000 Penalty: 2649.651611
	Iteration 40F: 3 clusters Score -288023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -288023.406250 Penalty: 2649.651611
	Iteration 41Q: 3 clusters Score -288023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -288024.218750 Penalty: 2649.651611
	Iteration 42Q: 3 clusters Score -288024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -288024.531250 Penalty: 2649.651611
	Iteration 43Q: 3 clusters Score -288024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -288024.968750 Penalty: 2649.651611
	Iteration 44Q: 3 clusters Score -288025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -288025.812500 Penalty: 2649.651611
	Iteration 45Q: 3 clusters Score -288025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -288025.812500 Penalty: 2649.651611
	Iteration 46F: 3 clusters Score -288025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Entering Unmasked Estep 
Score: -775626.562500 Penalty: 1479.523071
	Iteration 0F: 2 clusters Score -775626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -769124.250000 Penalty: 2959.046143
	Iteration 0F: 3 clusters Score -769124.2 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -771191.000000 Penalty: 2959.046143
	Iteration 1F: 3 clusters Score -771191 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -771454.375000 Penalty: 2959.046143
	Iteration 2F: 3 clusters Score -771454.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -771667.937500 Penalty: 2959.046143
	Iteration 3F: 3 clusters Score -771667.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -771887.562500 Penalty: 2959.046143
	Iteration 4Q: 3 clusters Score -771887.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -772106.187500 Penalty: 2959.046143
	Iteration 5Q: 3 clusters Score -772106.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -772328.687500 Penalty: 2959.046143
	Iteration 6Q: 3 clusters Score -772328.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -772565.375000 Penalty: 2959.046143
	Iteration 7Q: 3 clusters Score -772565.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -772818.250000 Penalty: 2959.046143
	Iteration 8Q: 3 clusters Score -772818.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -773106.625000 Penalty: 2959.046143
	Iteration 9Q: 3 clusters Score -773106.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -773360.312500 Penalty: 2959.046143
	Iteration 10Q: 3 clusters Score -773360.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -773616.750000 Penalty: 2959.046143
	Iteration 11Q: 3 clusters Score -773616.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -773852.812500 Penalty: 2959.046143
	Iteration 12Q: 3 clusters Score -773852.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -774049.187500 Penalty: 2959.046143
	Iteration 13Q: 3 clusters Score -774049.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -774176.750000 Penalty: 2959.046143
	Iteration 14Q: 3 clusters Score -774176.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -774245.062500 Penalty: 2959.046143
	Iteration 15Q: 3 clusters Score -774245.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -774281.562500 Penalty: 2959.046143
	Iteration 16Q: 3 clusters Score -774281.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -774307.687500 Penalty: 2959.046143
	Iteration 17Q: 3 clusters Score -774307.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -774338.250000 Penalty: 2959.046143
	Iteration 18Q: 3 clusters Score -774338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -774362.562500 Penalty: 2959.046143
	Iteration 19Q: 3 clusters Score -774362.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -774373.437500 Penalty: 2959.046143
	Iteration 20F: 3 clusters Score -774373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -774383.000000 Penalty: 2959.046143
	Iteration 21Q: 3 clusters Score -774383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -774387.562500 Penalty: 2959.046143
	Iteration 22Q: 3 clusters Score -774387.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -774395.125000 Penalty: 2959.046143
	Iteration 23Q: 3 clusters Score -774395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -774401.375000 Penalty: 2959.046143
	Iteration 24Q: 3 clusters Score -774401.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -774410.937500 Penalty: 2959.046143
	Iteration 25Q: 3 clusters Score -774410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -774419.312500 Penalty: 2959.046143
	Iteration 26Q: 3 clusters Score -774419.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -774424.812500 Penalty: 2959.046143
	Iteration 27Q: 3 clusters Score -774424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -774430.687500 Penalty: 2959.046143
	Iteration 28Q: 3 clusters Score -774430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -774435.812500 Penalty: 2959.046143
	Iteration 29Q: 3 clusters Score -774435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -774441.687500 Penalty: 2959.046143
	Iteration 30Q: 3 clusters Score -774441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -774445.375000 Penalty: 2959.046143
	Iteration 31Q: 3 clusters Score -774445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -774448.375000 Penalty: 2959.046143
	Iteration 32Q: 3 clusters Score -774448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -774449.875000 Penalty: 2959.046143
	Iteration 33Q: 3 clusters Score -774449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -774452.187500 Penalty: 2959.046143
	Iteration 34Q: 3 clusters Score -774452.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -774456.562500 Penalty: 2959.046143
	Iteration 35Q: 3 clusters Score -774456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -774459.312500 Penalty: 2959.046143
	Iteration 36Q: 3 clusters Score -774459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -774460.125000 Penalty: 2959.046143
	Iteration 37Q: 3 clusters Score -774460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -774461.437500 Penalty: 2959.046143
	Iteration 38Q: 3 clusters Score -774461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -774461.125000 Penalty: 2959.046143
	Iteration 39Q: 3 clusters Score -774461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -774462.687500 Penalty: 2959.046143
	Iteration 40F: 3 clusters Score -774462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -774463.187500 Penalty: 2959.046143
	Iteration 41Q: 3 clusters Score -774463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -774464.812500 Penalty: 2959.046143
	Iteration 42Q: 3 clusters Score -774464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -774467.125000 Penalty: 2959.046143
	Iteration 43Q: 3 clusters Score -774467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -774468.437500 Penalty: 2959.046143
	Iteration 44Q: 3 clusters Score -774468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -774469.375000 Penalty: 2959.046143
	Iteration 45Q: 3 clusters Score -774469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -774470.875000 Penalty: 2959.046143
	Iteration 46Q: 3 clusters Score -774470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -774472.625000 Penalty: 2959.046143
	Iteration 47Q: 3 clusters Score -774472.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -774475.250000 Penalty: 2959.046143
	Iteration 48Q: 3 clusters Score -774475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -774476.750000 Penalty: 2959.046143
	Iteration 49Q: 3 clusters Score -774476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -774480.125000 Penalty: 2959.046143
	Iteration 50Q: 3 clusters Score -774480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -774480.312500 Penalty: 2959.046143
	Iteration 51Q: 3 clusters Score -774480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -774481.562500 Penalty: 2959.046143
	Iteration 52Q: 3 clusters Score -774481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -774481.687500 Penalty: 2959.046143
	Iteration 53Q: 3 clusters Score -774481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -774481.437500 Penalty: 2959.046143
	Iteration 54Q: 3 clusters Score -774481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -774481.437500 Penalty: 2959.046143
	Iteration 55F: 3 clusters Score -774481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -175335.625000 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -175335.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173171.515625 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -173171.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173717.796875 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -173717.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173913.687500 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -173913.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174075.578125 Penalty: 2498.896729
	Iteration 3F: 3 clusters Score -174075.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174199.500000 Penalty: 2498.896729
	Iteration 4F: 3 clusters Score -174199.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174273.640625 Penalty: 2498.896729
	Iteration 5Q: 3 clusters Score -174273.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -174323.343750 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -174323.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174407.453125 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -174407.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174486.562500 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -174486.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -174532.453125 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -174532.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174557.593750 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -174557.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174587.062500 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -174587.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174602.296875 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -174602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174614.468750 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -174614.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174625.593750 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -174625.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -174635.484375 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -174635.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174644.296875 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -174644.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -174651.359375 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -174651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -174655.500000 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -174655.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174658.796875 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -174658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -174661.703125 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -174661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174663.062500 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -174663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174665.875000 Penalty: 2498.896729
	Iteration 22Q: 3 clusters Score -174665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -174673.250000 Penalty: 2498.896729
	Iteration 23Q: 3 clusters Score -174673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -174678.250000 Penalty: 2498.896729
	Iteration 24Q: 3 clusters Score -174678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -174680.281250 Penalty: 2498.896729
	Iteration 25Q: 3 clusters Score -174680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -174680.828125 Penalty: 2498.896729
	Iteration 26Q: 3 clusters Score -174680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -174680.828125 Penalty: 2498.896729
	Iteration 27F: 3 clusters Score -174680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -510268.562500 Penalty: 1414.049805
	Iteration 0F: 2 clusters Score -510268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -505645.093750 Penalty: 2828.099609
	Iteration 0F: 3 clusters Score -505645.1 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -506981.625000 Penalty: 2828.099609
	Iteration 1F: 3 clusters Score -506981.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -507194.312500 Penalty: 2828.099609
	Iteration 2F: 3 clusters Score -507194.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -507365.593750 Penalty: 2828.099609
	Iteration 3F: 3 clusters Score -507365.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -507502.343750 Penalty: 2828.099609
	Iteration 4Q: 3 clusters Score -507502.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -507652.062500 Penalty: 2828.099609
	Iteration 5Q: 3 clusters Score -507652.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -507811.500000 Penalty: 2828.099609
	Iteration 6Q: 3 clusters Score -507811.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -507949.843750 Penalty: 2828.099609
	Iteration 7Q: 3 clusters Score -507949.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -508078.093750 Penalty: 2828.099609
	Iteration 8Q: 3 clusters Score -508078.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -508211.968750 Penalty: 2828.099609
	Iteration 9Q: 3 clusters Score -508212 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -508350.625000 Penalty: 2828.099609
	Iteration 10Q: 3 clusters Score -508350.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -508515.812500 Penalty: 2828.099609
	Iteration 11Q: 3 clusters Score -508515.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -508624.218750 Penalty: 2828.099609
	Iteration 12Q: 3 clusters Score -508624.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -508711.625000 Penalty: 2828.099609
	Iteration 13Q: 3 clusters Score -508711.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -508788.062500 Penalty: 2828.099609
	Iteration 14Q: 3 clusters Score -508788.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -508847.656250 Penalty: 2828.099609
	Iteration 15Q: 3 clusters Score -508847.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -508890.250000 Penalty: 2828.099609
	Iteration 16Q: 3 clusters Score -508890.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -508922.000000 Penalty: 2828.099609
	Iteration 17Q: 3 clusters Score -508922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -508944.468750 Penalty: 2828.099609
	Iteration 18Q: 3 clusters Score -508944.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -508957.375000 Penalty: 2828.099609
	Iteration 19Q: 3 clusters Score -508957.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -508966.656250 Penalty: 2828.099609
	Iteration 20F: 3 clusters Score -508966.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -508973.968750 Penalty: 2828.099609
	Iteration 21Q: 3 clusters Score -508974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -508983.687500 Penalty: 2828.099609
	Iteration 22Q: 3 clusters Score -508983.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -508991.750000 Penalty: 2828.099609
	Iteration 23Q: 3 clusters Score -508991.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -508996.812500 Penalty: 2828.099609
	Iteration 24Q: 3 clusters Score -508996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -509006.656250 Penalty: 2828.099609
	Iteration 25Q: 3 clusters Score -509006.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -509015.312500 Penalty: 2828.099609
	Iteration 26Q: 3 clusters Score -509015.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -509021.906250 Penalty: 2828.099609
	Iteration 27Q: 3 clusters Score -509021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -509026.343750 Penalty: 2828.099609
	Iteration 28Q: 3 clusters Score -509026.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -509030.312500 Penalty: 2828.099609
	Iteration 29Q: 3 clusters Score -509030.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -509032.375000 Penalty: 2828.099609
	Iteration 30Q: 3 clusters Score -509032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -509037.625000 Penalty: 2828.099609
	Iteration 31Q: 3 clusters Score -509037.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -509041.312500 Penalty: 2828.099609
	Iteration 32Q: 3 clusters Score -509041.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -509044.875000 Penalty: 2828.099609
	Iteration 33Q: 3 clusters Score -509044.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -509049.000000 Penalty: 2828.099609
	Iteration 34Q: 3 clusters Score -509049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -509050.468750 Penalty: 2828.099609
	Iteration 35Q: 3 clusters Score -509050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -509051.343750 Penalty: 2828.099609
	Iteration 36Q: 3 clusters Score -509051.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -509055.406250 Penalty: 2828.099609
	Iteration 37Q: 3 clusters Score -509055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -509058.906250 Penalty: 2828.099609
	Iteration 38Q: 3 clusters Score -509058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -509061.031250 Penalty: 2828.099609
	Iteration 39Q: 3 clusters Score -509061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -509063.093750 Penalty: 2828.099609
	Iteration 40F: 3 clusters Score -509063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -509064.718750 Penalty: 2828.099609
	Iteration 41Q: 3 clusters Score -509064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -509066.843750 Penalty: 2828.099609
	Iteration 42Q: 3 clusters Score -509066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -509069.937500 Penalty: 2828.099609
	Iteration 43Q: 3 clusters Score -509069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -509070.468750 Penalty: 2828.099609
	Iteration 44Q: 3 clusters Score -509070.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -509072.656250 Penalty: 2828.099609
	Iteration 45Q: 3 clusters Score -509072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -509075.093750 Penalty: 2828.099609
	Iteration 46Q: 3 clusters Score -509075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -509077.843750 Penalty: 2828.099609
	Iteration 47Q: 3 clusters Score -509077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -509081.125000 Penalty: 2828.099609
	Iteration 48Q: 3 clusters Score -509081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -509082.343750 Penalty: 2828.099609
	Iteration 49Q: 3 clusters Score -509082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -509087.625000 Penalty: 2828.099609
	Iteration 50Q: 3 clusters Score -509087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -509094.531250 Penalty: 2828.099609
	Iteration 51Q: 3 clusters Score -509094.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -509100.375000 Penalty: 2828.099609
	Iteration 52Q: 3 clusters Score -509100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -509105.281250 Penalty: 2828.099609
	Iteration 53Q: 3 clusters Score -509105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -509109.125000 Penalty: 2828.099609
	Iteration 54Q: 3 clusters Score -509109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -509110.156250 Penalty: 2828.099609
	Iteration 55Q: 3 clusters Score -509110.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -509113.687500 Penalty: 2828.099609
	Iteration 56Q: 3 clusters Score -509113.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -509116.343750 Penalty: 2828.099609
	Iteration 57Q: 3 clusters Score -509116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -509116.750000 Penalty: 2828.099609
	Iteration 58Q: 3 clusters Score -509116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -509117.656250 Penalty: 2828.099609
	Iteration 59Q: 3 clusters Score -509117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -509119.218750 Penalty: 2828.099609
	Iteration 60F: 3 clusters Score -509119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -509118.468750 Penalty: 2828.099609
	Iteration 61Q: 3 clusters Score -509118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509118.875000 Penalty: 2828.099609
	Iteration 62Q: 3 clusters Score -509118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509118.875000 Penalty: 2828.099609
	Iteration 63F: 3 clusters Score -509118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Entering Unmasked Estep 
Score: -389954.937500 Penalty: 1372.879028
	Iteration 0F: 2 clusters Score -389954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -386123.156250 Penalty: 2745.758057
	Iteration 0F: 3 clusters Score -386123.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -387177.000000 Penalty: 2745.758057
	Iteration 1F: 3 clusters Score -387177 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -387361.031250 Penalty: 2745.758057
	Iteration 2F: 3 clusters Score -387361 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -387516.406250 Penalty: 2745.758057
	Iteration 3F: 3 clusters Score -387516.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -387630.718750 Penalty: 2745.758057
	Iteration 4Q: 3 clusters Score -387630.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -387731.093750 Penalty: 2745.758057
	Iteration 5Q: 3 clusters Score -387731.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -387826.531250 Penalty: 2745.758057
	Iteration 6Q: 3 clusters Score -387826.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -387931.906250 Penalty: 2745.758057
	Iteration 7Q: 3 clusters Score -387931.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -388035.625000 Penalty: 2745.758057
	Iteration 8Q: 3 clusters Score -388035.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -388142.343750 Penalty: 2745.758057
	Iteration 9Q: 3 clusters Score -388142.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -388245.125000 Penalty: 2745.758057
	Iteration 10Q: 3 clusters Score -388245.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -388330.968750 Penalty: 2745.758057
	Iteration 11Q: 3 clusters Score -388331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -388408.875000 Penalty: 2745.758057
	Iteration 12Q: 3 clusters Score -388408.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -388488.250000 Penalty: 2745.758057
	Iteration 13Q: 3 clusters Score -388488.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -388553.906250 Penalty: 2745.758057
	Iteration 14Q: 3 clusters Score -388553.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -388590.312500 Penalty: 2745.758057
	Iteration 15Q: 3 clusters Score -388590.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -388618.968750 Penalty: 2745.758057
	Iteration 16Q: 3 clusters Score -388619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -388658.906250 Penalty: 2745.758057
	Iteration 17Q: 3 clusters Score -388658.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -388705.625000 Penalty: 2745.758057
	Iteration 18Q: 3 clusters Score -388705.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -388761.343750 Penalty: 2745.758057
	Iteration 19Q: 3 clusters Score -388761.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -388795.000000 Penalty: 2745.758057
	Iteration 20F: 3 clusters Score -388795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -388815.343750 Penalty: 2745.758057
	Iteration 21Q: 3 clusters Score -388815.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -388824.437500 Penalty: 2745.758057
	Iteration 22Q: 3 clusters Score -388824.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -388834.906250 Penalty: 2745.758057
	Iteration 23Q: 3 clusters Score -388834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -388842.468750 Penalty: 2745.758057
	Iteration 24Q: 3 clusters Score -388842.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -388847.281250 Penalty: 2745.758057
	Iteration 25Q: 3 clusters Score -388847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -388849.500000 Penalty: 2745.758057
	Iteration 26Q: 3 clusters Score -388849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -388852.250000 Penalty: 2745.758057
	Iteration 27Q: 3 clusters Score -388852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -388853.562500 Penalty: 2745.758057
	Iteration 28Q: 3 clusters Score -388853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -388853.937500 Penalty: 2745.758057
	Iteration 29Q: 3 clusters Score -388853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -388855.062500 Penalty: 2745.758057
	Iteration 30Q: 3 clusters Score -388855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -388855.062500 Penalty: 2745.758057
	Iteration 31F: 3 clusters Score -388855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -186570.781250 Penalty: 1276.210815
	Iteration 0F: 2 clusters Score -186570.8 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 1301 members 
Entering Unmasked Estep 
Score: -184147.265625 Penalty: 2552.421631
	Iteration 0F: 3 clusters Score -184147.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -185238.171875 Penalty: 2552.421631
	Iteration 1F: 3 clusters Score -185238.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -185684.328125 Penalty: 2552.421631
	Iteration 2F: 3 clusters Score -185684.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -185931.718750 Penalty: 2552.421631
	Iteration 3F: 3 clusters Score -185931.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -186089.953125 Penalty: 2552.421631
	Iteration 4F: 3 clusters Score -186090 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -186173.187500 Penalty: 2552.421631
	Iteration 5Q: 3 clusters Score -186173.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -186215.734375 Penalty: 2552.421631
	Iteration 6Q: 3 clusters Score -186215.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -186239.046875 Penalty: 2552.421631
	Iteration 7Q: 3 clusters Score -186239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -186251.140625 Penalty: 2552.421631
	Iteration 8Q: 3 clusters Score -186251.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -186264.484375 Penalty: 2552.421631
	Iteration 9Q: 3 clusters Score -186264.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -186275.390625 Penalty: 2552.421631
	Iteration 10Q: 3 clusters Score -186275.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -186280.953125 Penalty: 2552.421631
	Iteration 11Q: 3 clusters Score -186281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -186284.578125 Penalty: 2552.421631
	Iteration 12Q: 3 clusters Score -186284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -186285.718750 Penalty: 2552.421631
	Iteration 13Q: 3 clusters Score -186285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -186288.265625 Penalty: 2552.421631
	Iteration 14Q: 3 clusters Score -186288.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -186290.734375 Penalty: 2552.421631
	Iteration 15Q: 3 clusters Score -186290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -186297.843750 Penalty: 2552.421631
	Iteration 16Q: 3 clusters Score -186297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -186300.546875 Penalty: 2552.421631
	Iteration 17Q: 3 clusters Score -186300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -186301.984375 Penalty: 2552.421631
	Iteration 18Q: 3 clusters Score -186302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -186301.984375 Penalty: 2552.421631
	Iteration 19F: 3 clusters Score -186302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -520399.593750 Penalty: 1420.382812
	Iteration 0F: 2 clusters Score -520399.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -515665.843750 Penalty: 2840.765625
	Iteration 0F: 3 clusters Score -515665.8 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -517146.593750 Penalty: 2840.765625
	Iteration 1F: 3 clusters Score -517146.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -517391.968750 Penalty: 2840.765625
	Iteration 2F: 3 clusters Score -517392 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -517615.687500 Penalty: 2840.765625
	Iteration 3Q: 3 clusters Score -517615.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -517784.500000 Penalty: 2840.765625
	Iteration 4Q: 3 clusters Score -517784.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -517931.937500 Penalty: 2840.765625
	Iteration 5Q: 3 clusters Score -517931.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -518044.343750 Penalty: 2840.765625
	Iteration 6Q: 3 clusters Score -518044.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -518145.781250 Penalty: 2840.765625
	Iteration 7Q: 3 clusters Score -518145.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -518272.437500 Penalty: 2840.765625
	Iteration 8Q: 3 clusters Score -518272.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -518432.312500 Penalty: 2840.765625
	Iteration 9Q: 3 clusters Score -518432.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -518622.500000 Penalty: 2840.765625
	Iteration 10Q: 3 clusters Score -518622.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -518848.312500 Penalty: 2840.765625
	Iteration 11F: 3 clusters Score -518848.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -519114.843750 Penalty: 2840.765625
	Iteration 12F: 3 clusters Score -519114.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -519388.687500 Penalty: 2840.765625
	Iteration 13F: 3 clusters Score -519388.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -519626.968750 Penalty: 2840.765625
	Iteration 14Q: 3 clusters Score -519627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -519770.187500 Penalty: 2840.765625
	Iteration 15Q: 3 clusters Score -519770.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -519864.250000 Penalty: 2840.765625
	Iteration 16Q: 3 clusters Score -519864.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -519938.187500 Penalty: 2840.765625
	Iteration 17Q: 3 clusters Score -519938.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -519982.906250 Penalty: 2840.765625
	Iteration 18Q: 3 clusters Score -519982.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -520014.531250 Penalty: 2840.765625
	Iteration 19Q: 3 clusters Score -520014.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -520031.750000 Penalty: 2840.765625
	Iteration 20F: 3 clusters Score -520031.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -520047.625000 Penalty: 2840.765625
	Iteration 21Q: 3 clusters Score -520047.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -520064.218750 Penalty: 2840.765625
	Iteration 22Q: 3 clusters Score -520064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -520074.718750 Penalty: 2840.765625
	Iteration 23Q: 3 clusters Score -520074.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -520086.437500 Penalty: 2840.765625
	Iteration 24Q: 3 clusters Score -520086.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -520097.593750 Penalty: 2840.765625
	Iteration 25Q: 3 clusters Score -520097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -520107.062500 Penalty: 2840.765625
	Iteration 26Q: 3 clusters Score -520107.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -520113.062500 Penalty: 2840.765625
	Iteration 27Q: 3 clusters Score -520113.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -520119.687500 Penalty: 2840.765625
	Iteration 28Q: 3 clusters Score -520119.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -520128.187500 Penalty: 2840.765625
	Iteration 29Q: 3 clusters Score -520128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -520131.937500 Penalty: 2840.765625
	Iteration 30Q: 3 clusters Score -520131.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -520136.875000 Penalty: 2840.765625
	Iteration 31Q: 3 clusters Score -520136.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -520140.781250 Penalty: 2840.765625
	Iteration 32Q: 3 clusters Score -520140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -520143.812500 Penalty: 2840.765625
	Iteration 33Q: 3 clusters Score -520143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -520146.781250 Penalty: 2840.765625
	Iteration 34Q: 3 clusters Score -520146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -520149.593750 Penalty: 2840.765625
	Iteration 35Q: 3 clusters Score -520149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -520149.437500 Penalty: 2840.765625
	Iteration 36Q: 3 clusters Score -520149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -520152.312500 Penalty: 2840.765625
	Iteration 37Q: 3 clusters Score -520152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -520155.187500 Penalty: 2840.765625
	Iteration 38Q: 3 clusters Score -520155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -520157.937500 Penalty: 2840.765625
	Iteration 39Q: 3 clusters Score -520157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -520158.031250 Penalty: 2840.765625
	Iteration 40F: 3 clusters Score -520158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -520161.187500 Penalty: 2840.765625
	Iteration 41Q: 3 clusters Score -520161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -520163.000000 Penalty: 2840.765625
	Iteration 42Q: 3 clusters Score -520163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -520165.531250 Penalty: 2840.765625
	Iteration 43Q: 3 clusters Score -520165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -520169.218750 Penalty: 2840.765625
	Iteration 44Q: 3 clusters Score -520169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -520171.906250 Penalty: 2840.765625
	Iteration 45Q: 3 clusters Score -520171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -520174.250000 Penalty: 2840.765625
	Iteration 46Q: 3 clusters Score -520174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -520179.031250 Penalty: 2840.765625
	Iteration 47Q: 3 clusters Score -520179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -520181.093750 Penalty: 2840.765625
	Iteration 48Q: 3 clusters Score -520181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -520182.593750 Penalty: 2840.765625
	Iteration 49Q: 3 clusters Score -520182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -520185.875000 Penalty: 2840.765625
	Iteration 50Q: 3 clusters Score -520185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -520188.218750 Penalty: 2840.765625
	Iteration 51Q: 3 clusters Score -520188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -520190.906250 Penalty: 2840.765625
	Iteration 52Q: 3 clusters Score -520190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -520192.593750 Penalty: 2840.765625
	Iteration 53Q: 3 clusters Score -520192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -520192.218750 Penalty: 2840.765625
	Iteration 54Q: 3 clusters Score -520192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -520194.031250 Penalty: 2840.765625
	Iteration 55Q: 3 clusters Score -520194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -520195.437500 Penalty: 2840.765625
	Iteration 56Q: 3 clusters Score -520195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -520197.781250 Penalty: 2840.765625
	Iteration 57Q: 3 clusters Score -520197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -520197.406250 Penalty: 2840.765625
	Iteration 58Q: 3 clusters Score -520197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -520197.906250 Penalty: 2840.765625
	Iteration 59Q: 3 clusters Score -520197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -520199.406250 Penalty: 2840.765625
	Iteration 60F: 3 clusters Score -520199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -520200.562500 Penalty: 2840.765625
	Iteration 61Q: 3 clusters Score -520200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -520200.437500 Penalty: 2840.765625
	Iteration 62Q: 3 clusters Score -520200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -520200.937500 Penalty: 2840.765625
	Iteration 63Q: 3 clusters Score -520200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -520201.468750 Penalty: 2840.765625
	Iteration 64Q: 3 clusters Score -520201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -520202.468750 Penalty: 2840.765625
	Iteration 65Q: 3 clusters Score -520202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520203.218750 Penalty: 2840.765625
	Iteration 66Q: 3 clusters Score -520203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -520203.093750 Penalty: 2840.765625
	Iteration 67Q: 3 clusters Score -520203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -520204.406250 Penalty: 2840.765625
	Iteration 68Q: 3 clusters Score -520204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -520204.968750 Penalty: 2840.765625
	Iteration 69Q: 3 clusters Score -520205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -520207.500000 Penalty: 2840.765625
	Iteration 70Q: 3 clusters Score -520207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -520208.531250 Penalty: 2840.765625
	Iteration 71Q: 3 clusters Score -520208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -520208.468750 Penalty: 2840.765625
	Iteration 72Q: 3 clusters Score -520208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -520207.906250 Penalty: 2840.765625
	Iteration 73Q: 3 clusters Score -520207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -520207.906250 Penalty: 2840.765625
	Iteration 74F: 3 clusters Score -520207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -579083.687500 Penalty: 1436.523682
	Iteration 0F: 2 clusters Score -579083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -573926.937500 Penalty: 2873.047363
	Iteration 0F: 3 clusters Score -573926.9 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -575751.875000 Penalty: 2873.047363
	Iteration 1F: 3 clusters Score -575751.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -576190.125000 Penalty: 2873.047363
	Iteration 2F: 3 clusters Score -576190.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -576585.250000 Penalty: 2873.047363
	Iteration 3F: 3 clusters Score -576585.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -577002.375000 Penalty: 2873.047363
	Iteration 4F: 3 clusters Score -577002.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -577392.375000 Penalty: 2873.047363
	Iteration 5F: 3 clusters Score -577392.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -577748.000000 Penalty: 2873.047363
	Iteration 6F: 3 clusters Score -577748 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -578064.187500 Penalty: 2873.047363
	Iteration 7F: 3 clusters Score -578064.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -578299.687500 Penalty: 2873.047363
	Iteration 8Q: 3 clusters Score -578299.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -578465.750000 Penalty: 2873.047363
	Iteration 9Q: 3 clusters Score -578465.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -578578.937500 Penalty: 2873.047363
	Iteration 10Q: 3 clusters Score -578578.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -578661.062500 Penalty: 2873.047363
	Iteration 11Q: 3 clusters Score -578661.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -578749.875000 Penalty: 2873.047363
	Iteration 12Q: 3 clusters Score -578749.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -578811.562500 Penalty: 2873.047363
	Iteration 13Q: 3 clusters Score -578811.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -578857.312500 Penalty: 2873.047363
	Iteration 14Q: 3 clusters Score -578857.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -578883.500000 Penalty: 2873.047363
	Iteration 15Q: 3 clusters Score -578883.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -578897.625000 Penalty: 2873.047363
	Iteration 16Q: 3 clusters Score -578897.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -578911.937500 Penalty: 2873.047363
	Iteration 17Q: 3 clusters Score -578911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -578922.312500 Penalty: 2873.047363
	Iteration 18Q: 3 clusters Score -578922.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -578924.375000 Penalty: 2873.047363
	Iteration 19Q: 3 clusters Score -578924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -578929.625000 Penalty: 2873.047363
	Iteration 20F: 3 clusters Score -578929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -578933.125000 Penalty: 2873.047363
	Iteration 21Q: 3 clusters Score -578933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -578936.125000 Penalty: 2873.047363
	Iteration 22Q: 3 clusters Score -578936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -578939.125000 Penalty: 2873.047363
	Iteration 23Q: 3 clusters Score -578939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -578940.000000 Penalty: 2873.047363
	Iteration 24Q: 3 clusters Score -578940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -578941.375000 Penalty: 2873.047363
	Iteration 25Q: 3 clusters Score -578941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -578941.812500 Penalty: 2873.047363
	Iteration 26Q: 3 clusters Score -578941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -578941.812500 Penalty: 2873.047363
	Iteration 27F: 3 clusters Score -578941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -363133.937500 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -363133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -359651.156250 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -359651.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -360535.625000 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -360535.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -360704.687500 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -360704.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -360828.906250 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -360828.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -360932.687500 Penalty: 2718.010498
	Iteration 4Q: 3 clusters Score -360932.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -361013.156250 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -361013.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -361096.468750 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -361096.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -361190.906250 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -361190.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -361286.125000 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -361286.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361379.718750 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -361379.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -361475.218750 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -361475.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361589.843750 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -361589.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -361695.750000 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -361695.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -361763.687500 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -361763.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -361811.500000 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -361811.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -361840.093750 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -361840.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -361855.937500 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -361855.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361865.218750 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -361865.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -361873.250000 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -361873.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -361882.468750 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -361882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -361885.093750 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -361885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -361888.500000 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -361888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -361888.906250 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -361888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -361889.718750 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -361889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -361890.968750 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -361891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361891.437500 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -361891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -361893.375000 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -361893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -361893.250000 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -361893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -361894.500000 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -361894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -361895.968750 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -361896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -361897.687500 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -361897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -361900.031250 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -361900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -361903.468750 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -361903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -361905.562500 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -361905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -361906.468750 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -361906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -361907.750000 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -361907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -361910.093750 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -361910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -361913.250000 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -361913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -361914.281250 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -361914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -361915.593750 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -361915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -361918.468750 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -361918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -361921.312500 Penalty: 2718.010498
	Iteration 41Q: 3 clusters Score -361921.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -361923.562500 Penalty: 2718.010498
	Iteration 42Q: 3 clusters Score -361923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -361928.156250 Penalty: 2718.010498
	Iteration 43Q: 3 clusters Score -361928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -361930.500000 Penalty: 2718.010498
	Iteration 44Q: 3 clusters Score -361930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -361930.281250 Penalty: 2718.010498
	Iteration 45Q: 3 clusters Score -361930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -361931.656250 Penalty: 2718.010498
	Iteration 46Q: 3 clusters Score -361931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -361932.187500 Penalty: 2718.010498
	Iteration 47Q: 3 clusters Score -361932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -361932.187500 Penalty: 2718.010498
	Iteration 48F: 3 clusters Score -361932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Entering Unmasked Estep 
Score: -5586754.000000 Penalty: 1801.200317
	Iteration 0F: 2 clusters Score -5586754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -5543330.000000 Penalty: 3602.400635
	Iteration 0F: 3 clusters Score -5543330 nChanged 30701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5561616.000000 Penalty: 3602.400635
	Iteration 1F: 3 clusters Score -5561616 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -5562991.000000 Penalty: 3602.400635
	Iteration 2Q: 3 clusters Score -5562991 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5564655.500000 Penalty: 3602.400635
	Iteration 3F: 3 clusters Score -5564656 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -5566678.500000 Penalty: 3602.400635
	Iteration 4F: 3 clusters Score -5566678 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -5569119.000000 Penalty: 3602.400635
	Iteration 5F: 3 clusters Score -5569119 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5571889.000000 Penalty: 3602.400635
	Iteration 6F: 3 clusters Score -5571889 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5574601.000000 Penalty: 3602.400635
	Iteration 7F: 3 clusters Score -5574601 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5576383.500000 Penalty: 3602.400635
	Iteration 8Q: 3 clusters Score -5576384 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5577342.500000 Penalty: 3602.400635
	Iteration 9Q: 3 clusters Score -5577342 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5577946.500000 Penalty: 3602.400635
	Iteration 10Q: 3 clusters Score -5577946 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5578371.000000 Penalty: 3602.400635
	Iteration 11Q: 3 clusters Score -5578371 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5578874.500000 Penalty: 3602.400635
	Iteration 12Q: 3 clusters Score -5578874 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5579343.000000 Penalty: 3602.400635
	Iteration 13Q: 3 clusters Score -5579343 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5579818.000000 Penalty: 3602.400635
	Iteration 14Q: 3 clusters Score -5579818 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -5580373.000000 Penalty: 3602.400635
	Iteration 15Q: 3 clusters Score -5580373 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5580884.500000 Penalty: 3602.400635
	Iteration 16Q: 3 clusters Score -5580884 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -5581475.000000 Penalty: 3602.400635
	Iteration 17Q: 3 clusters Score -5581475 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5582025.000000 Penalty: 3602.400635
	Iteration 18Q: 3 clusters Score -5582025 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5582622.000000 Penalty: 3602.400635
	Iteration 19Q: 3 clusters Score -5582622 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5583219.500000 Penalty: 3602.400635
	Iteration 20F: 3 clusters Score -5583220 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5583888.000000 Penalty: 3602.400635
	Iteration 21Q: 3 clusters Score -5583888 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5584503.500000 Penalty: 3602.400635
	Iteration 22Q: 3 clusters Score -5584504 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5585043.000000 Penalty: 3602.400635
	Iteration 23Q: 3 clusters Score -5585043 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5585480.500000 Penalty: 3602.400635
	Iteration 24Q: 3 clusters Score -5585480 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5585805.000000 Penalty: 3602.400635
	Iteration 25Q: 3 clusters Score -5585805 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5585978.000000 Penalty: 3602.400635
	Iteration 26Q: 3 clusters Score -5585978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5586116.500000 Penalty: 3602.400635
	Iteration 27Q: 3 clusters Score -5586116 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5586248.000000 Penalty: 3602.400635
	Iteration 28Q: 3 clusters Score -5586248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5586314.500000 Penalty: 3602.400635
	Iteration 29Q: 3 clusters Score -5586314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5586367.500000 Penalty: 3602.400635
	Iteration 30Q: 3 clusters Score -5586368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5586383.500000 Penalty: 3602.400635
	Iteration 31Q: 3 clusters Score -5586384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5586400.000000 Penalty: 3602.400635
	Iteration 32Q: 3 clusters Score -5586400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5586413.500000 Penalty: 3602.400635
	Iteration 33Q: 3 clusters Score -5586414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5586417.000000 Penalty: 3602.400635
	Iteration 34Q: 3 clusters Score -5586417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5586423.500000 Penalty: 3602.400635
	Iteration 35Q: 3 clusters Score -5586424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5586433.000000 Penalty: 3602.400635
	Iteration 36Q: 3 clusters Score -5586433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5586431.500000 Penalty: 3602.400635
	Iteration 37Q: 3 clusters Score -5586432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5586433.000000 Penalty: 3602.400635
	Iteration 38Q: 3 clusters Score -5586433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5586440.000000 Penalty: 3602.400635
	Iteration 39Q: 3 clusters Score -5586440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5586488.000000 Penalty: 3602.400635
	Iteration 40F: 3 clusters Score -5586488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5586485.000000 Penalty: 3602.400635
	Iteration 41Q: 3 clusters Score -5586485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5586482.500000 Penalty: 3602.400635
	Iteration 42Q: 3 clusters Score -5586482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5586504.500000 Penalty: 3602.400635
	Iteration 43Q: 3 clusters Score -5586504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5586500.000000 Penalty: 3602.400635
	Iteration 44Q: 3 clusters Score -5586500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5586504.500000 Penalty: 3602.400635
	Iteration 45Q: 3 clusters Score -5586504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5586501.000000 Penalty: 3602.400635
	Iteration 46Q: 3 clusters Score -5586501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5586508.000000 Penalty: 3602.400635
	Iteration 47Q: 3 clusters Score -5586508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5586506.000000 Penalty: 3602.400635
	Iteration 48Q: 3 clusters Score -5586506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5586499.000000 Penalty: 3602.400635
	Iteration 49Q: 3 clusters Score -5586499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5586510.500000 Penalty: 3602.400635
	Iteration 50Q: 3 clusters Score -5586510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5586504.500000 Penalty: 3602.400635
	Iteration 51Q: 3 clusters Score -5586504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5586505.000000 Penalty: 3602.400635
	Iteration 52Q: 3 clusters Score -5586505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5586502.500000 Penalty: 3602.400635
	Iteration 53Q: 3 clusters Score -5586502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5586498.500000 Penalty: 3602.400635
	Iteration 54Q: 3 clusters Score -5586498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5586501.000000 Penalty: 3602.400635
	Iteration 55Q: 3 clusters Score -5586501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5586507.000000 Penalty: 3602.400635
	Iteration 56Q: 3 clusters Score -5586507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5586508.000000 Penalty: 3602.400635
	Iteration 57Q: 3 clusters Score -5586508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5586509.000000 Penalty: 3602.400635
	Iteration 58Q: 3 clusters Score -5586509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5586513.000000 Penalty: 3602.400635
	Iteration 59Q: 3 clusters Score -5586513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5586514.500000 Penalty: 3602.400635
	Iteration 60F: 3 clusters Score -5586514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5586520.500000 Penalty: 3602.400635
	Iteration 61Q: 3 clusters Score -5586520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5586518.000000 Penalty: 3602.400635
	Iteration 62Q: 3 clusters Score -5586518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5586521.000000 Penalty: 3602.400635
	Iteration 63Q: 3 clusters Score -5586521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5586527.000000 Penalty: 3602.400635
	Iteration 64Q: 3 clusters Score -5586527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5586528.000000 Penalty: 3602.400635
	Iteration 65Q: 3 clusters Score -5586528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5586531.000000 Penalty: 3602.400635
	Iteration 66Q: 3 clusters Score -5586531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5586527.000000 Penalty: 3602.400635
	Iteration 67Q: 3 clusters Score -5586527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5586525.000000 Penalty: 3602.400635
	Iteration 68Q: 3 clusters Score -5586525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5586524.000000 Penalty: 3602.400635
	Iteration 69Q: 3 clusters Score -5586524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5586527.000000 Penalty: 3602.400635
	Iteration 70Q: 3 clusters Score -5586527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5586528.500000 Penalty: 3602.400635
	Iteration 71Q: 3 clusters Score -5586528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5586527.500000 Penalty: 3602.400635
	Iteration 72Q: 3 clusters Score -5586528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5586527.500000 Penalty: 3602.400635
	Iteration 73F: 3 clusters Score -5586528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -477398.531250 Penalty: 1403.731689
	Iteration 0F: 2 clusters Score -477398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -473090.843750 Penalty: 2807.463379
	Iteration 0F: 3 clusters Score -473090.8 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -474262.375000 Penalty: 2807.463379
	Iteration 1F: 3 clusters Score -474262.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -474469.125000 Penalty: 2807.463379
	Iteration 2F: 3 clusters Score -474469.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -474606.968750 Penalty: 2807.463379
	Iteration 3F: 3 clusters Score -474607 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -474727.406250 Penalty: 2807.463379
	Iteration 4Q: 3 clusters Score -474727.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -474823.781250 Penalty: 2807.463379
	Iteration 5Q: 3 clusters Score -474823.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -474905.312500 Penalty: 2807.463379
	Iteration 6Q: 3 clusters Score -474905.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -474971.875000 Penalty: 2807.463379
	Iteration 7Q: 3 clusters Score -474971.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -475032.625000 Penalty: 2807.463379
	Iteration 8Q: 3 clusters Score -475032.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -475081.218750 Penalty: 2807.463379
	Iteration 9Q: 3 clusters Score -475081.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -475121.656250 Penalty: 2807.463379
	Iteration 10Q: 3 clusters Score -475121.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -475164.343750 Penalty: 2807.463379
	Iteration 11Q: 3 clusters Score -475164.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -475216.812500 Penalty: 2807.463379
	Iteration 12Q: 3 clusters Score -475216.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -475277.937500 Penalty: 2807.463379
	Iteration 13Q: 3 clusters Score -475277.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -475345.437500 Penalty: 2807.463379
	Iteration 14Q: 3 clusters Score -475345.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -475407.093750 Penalty: 2807.463379
	Iteration 15Q: 3 clusters Score -475407.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -475473.250000 Penalty: 2807.463379
	Iteration 16Q: 3 clusters Score -475473.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -475516.093750 Penalty: 2807.463379
	Iteration 17Q: 3 clusters Score -475516.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -475551.937500 Penalty: 2807.463379
	Iteration 18Q: 3 clusters Score -475551.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -475579.718750 Penalty: 2807.463379
	Iteration 19Q: 3 clusters Score -475579.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -475606.281250 Penalty: 2807.463379
	Iteration 20F: 3 clusters Score -475606.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -475626.750000 Penalty: 2807.463379
	Iteration 21Q: 3 clusters Score -475626.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -475649.968750 Penalty: 2807.463379
	Iteration 22Q: 3 clusters Score -475650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -475673.875000 Penalty: 2807.463379
	Iteration 23Q: 3 clusters Score -475673.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -475692.000000 Penalty: 2807.463379
	Iteration 24Q: 3 clusters Score -475692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -475707.093750 Penalty: 2807.463379
	Iteration 25Q: 3 clusters Score -475707.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -475725.406250 Penalty: 2807.463379
	Iteration 26Q: 3 clusters Score -475725.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -475744.000000 Penalty: 2807.463379
	Iteration 27Q: 3 clusters Score -475744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -475762.937500 Penalty: 2807.463379
	Iteration 28Q: 3 clusters Score -475762.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -475769.625000 Penalty: 2807.463379
	Iteration 29Q: 3 clusters Score -475769.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -475779.250000 Penalty: 2807.463379
	Iteration 30Q: 3 clusters Score -475779.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -475792.468750 Penalty: 2807.463379
	Iteration 31Q: 3 clusters Score -475792.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -475804.500000 Penalty: 2807.463379
	Iteration 32Q: 3 clusters Score -475804.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -475817.000000 Penalty: 2807.463379
	Iteration 33Q: 3 clusters Score -475817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -475838.718750 Penalty: 2807.463379
	Iteration 34Q: 3 clusters Score -475838.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -475860.125000 Penalty: 2807.463379
	Iteration 35Q: 3 clusters Score -475860.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -475880.125000 Penalty: 2807.463379
	Iteration 36Q: 3 clusters Score -475880.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -475891.406250 Penalty: 2807.463379
	Iteration 37Q: 3 clusters Score -475891.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -475903.812500 Penalty: 2807.463379
	Iteration 38Q: 3 clusters Score -475903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -475914.500000 Penalty: 2807.463379
	Iteration 39Q: 3 clusters Score -475914.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -475924.937500 Penalty: 2807.463379
	Iteration 40F: 3 clusters Score -475924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -475936.468750 Penalty: 2807.463379
	Iteration 41Q: 3 clusters Score -475936.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -475946.312500 Penalty: 2807.463379
	Iteration 42Q: 3 clusters Score -475946.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -475952.625000 Penalty: 2807.463379
	Iteration 43Q: 3 clusters Score -475952.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -475957.500000 Penalty: 2807.463379
	Iteration 44Q: 3 clusters Score -475957.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -475963.781250 Penalty: 2807.463379
	Iteration 45Q: 3 clusters Score -475963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -475968.625000 Penalty: 2807.463379
	Iteration 46Q: 3 clusters Score -475968.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -475975.875000 Penalty: 2807.463379
	Iteration 47Q: 3 clusters Score -475975.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -475980.593750 Penalty: 2807.463379
	Iteration 48Q: 3 clusters Score -475980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -475983.750000 Penalty: 2807.463379
	Iteration 49Q: 3 clusters Score -475983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -475984.718750 Penalty: 2807.463379
	Iteration 50Q: 3 clusters Score -475984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -475984.562500 Penalty: 2807.463379
	Iteration 51Q: 3 clusters Score -475984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -475985.312500 Penalty: 2807.463379
	Iteration 52Q: 3 clusters Score -475985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -475986.375000 Penalty: 2807.463379
	Iteration 53Q: 3 clusters Score -475986.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -475987.343750 Penalty: 2807.463379
	Iteration 54Q: 3 clusters Score -475987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -475987.500000 Penalty: 2807.463379
	Iteration 55Q: 3 clusters Score -475987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -475988.500000 Penalty: 2807.463379
	Iteration 56Q: 3 clusters Score -475988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -475988.562500 Penalty: 2807.463379
	Iteration 57Q: 3 clusters Score -475988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -475989.812500 Penalty: 2807.463379
	Iteration 58Q: 3 clusters Score -475989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -475991.968750 Penalty: 2807.463379
	Iteration 59Q: 3 clusters Score -475992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -475992.656250 Penalty: 2807.463379
	Iteration 60F: 3 clusters Score -475992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -475993.843750 Penalty: 2807.463379
	Iteration 61Q: 3 clusters Score -475993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -475996.000000 Penalty: 2807.463379
	Iteration 62Q: 3 clusters Score -475996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -475997.093750 Penalty: 2807.463379
	Iteration 63Q: 3 clusters Score -475997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -475998.843750 Penalty: 2807.463379
	Iteration 64Q: 3 clusters Score -475998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -476000.781250 Penalty: 2807.463379
	Iteration 65Q: 3 clusters Score -476000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -476005.375000 Penalty: 2807.463379
	Iteration 66Q: 3 clusters Score -476005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -476010.500000 Penalty: 2807.463379
	Iteration 67Q: 3 clusters Score -476010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -476015.843750 Penalty: 2807.463379
	Iteration 68Q: 3 clusters Score -476015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -476020.312500 Penalty: 2807.463379
	Iteration 69Q: 3 clusters Score -476020.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -476030.593750 Penalty: 2807.463379
	Iteration 70Q: 3 clusters Score -476030.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -476039.843750 Penalty: 2807.463379
	Iteration 71Q: 3 clusters Score -476039.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -476050.593750 Penalty: 2807.463379
	Iteration 72Q: 3 clusters Score -476050.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -476059.593750 Penalty: 2807.463379
	Iteration 73Q: 3 clusters Score -476059.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -476066.625000 Penalty: 2807.463379
	Iteration 74Q: 3 clusters Score -476066.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -476075.093750 Penalty: 2807.463379
	Iteration 75Q: 3 clusters Score -476075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -476081.406250 Penalty: 2807.463379
	Iteration 76Q: 3 clusters Score -476081.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -476088.625000 Penalty: 2807.463379
	Iteration 77Q: 3 clusters Score -476088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -476095.156250 Penalty: 2807.463379
	Iteration 78Q: 3 clusters Score -476095.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -476104.125000 Penalty: 2807.463379
	Iteration 79Q: 3 clusters Score -476104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -476114.312500 Penalty: 2807.463379
	Iteration 80F: 3 clusters Score -476114.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -476127.968750 Penalty: 2807.463379
	Iteration 81Q: 3 clusters Score -476128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -476137.343750 Penalty: 2807.463379
	Iteration 82Q: 3 clusters Score -476137.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -476146.500000 Penalty: 2807.463379
	Iteration 83Q: 3 clusters Score -476146.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -476153.218750 Penalty: 2807.463379
	Iteration 84Q: 3 clusters Score -476153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -476161.250000 Penalty: 2807.463379
	Iteration 85Q: 3 clusters Score -476161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -476164.500000 Penalty: 2807.463379
	Iteration 86Q: 3 clusters Score -476164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -476166.375000 Penalty: 2807.463379
	Iteration 87Q: 3 clusters Score -476166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -476169.187500 Penalty: 2807.463379
	Iteration 88Q: 3 clusters Score -476169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -476174.000000 Penalty: 2807.463379
	Iteration 89Q: 3 clusters Score -476174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -476178.750000 Penalty: 2807.463379
	Iteration 90Q: 3 clusters Score -476178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -476181.500000 Penalty: 2807.463379
	Iteration 91Q: 3 clusters Score -476181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -476183.812500 Penalty: 2807.463379
	Iteration 92Q: 3 clusters Score -476183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -476185.093750 Penalty: 2807.463379
	Iteration 93Q: 3 clusters Score -476185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -476186.468750 Penalty: 2807.463379
	Iteration 94Q: 3 clusters Score -476186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -476188.687500 Penalty: 2807.463379
	Iteration 95Q: 3 clusters Score -476188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -476190.000000 Penalty: 2807.463379
	Iteration 96Q: 3 clusters Score -476190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -476191.062500 Penalty: 2807.463379
	Iteration 97Q: 3 clusters Score -476191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -476192.875000 Penalty: 2807.463379
	Iteration 98Q: 3 clusters Score -476192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -476195.000000 Penalty: 2807.463379
	Iteration 99Q: 3 clusters Score -476195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -476196.156250 Penalty: 2807.463379
	Iteration 100F: 3 clusters Score -476196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -476197.000000 Penalty: 2807.463379
	Iteration 101Q: 3 clusters Score -476197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -476198.968750 Penalty: 2807.463379
	Iteration 102Q: 3 clusters Score -476199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -476199.406250 Penalty: 2807.463379
	Iteration 103Q: 3 clusters Score -476199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -476203.187500 Penalty: 2807.463379
	Iteration 104Q: 3 clusters Score -476203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -476205.125000 Penalty: 2807.463379
	Iteration 105Q: 3 clusters Score -476205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -476206.125000 Penalty: 2807.463379
	Iteration 106Q: 3 clusters Score -476206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -476207.281250 Penalty: 2807.463379
	Iteration 107Q: 3 clusters Score -476207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -476207.281250 Penalty: 2807.463379
	Iteration 108F: 3 clusters Score -476207.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Entering Unmasked Estep 
Score: -13730201.000000 Penalty: 1946.087524
	Iteration 0F: 2 clusters Score -1.37302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -13623900.000000 Penalty: 3892.175049
	Iteration 0F: 3 clusters Score -1.36239e+07 nChanged 76801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -13669772.000000 Penalty: 3892.175049
	Iteration 1F: 3 clusters Score -1.366977e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -13670942.000000 Penalty: 3892.175049
	Iteration 2Q: 3 clusters Score -1.367094e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -13672433.000000 Penalty: 3892.175049
	Iteration 3Q: 3 clusters Score -1.367243e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 93150 members 
Entering Unmasked Estep 
Score: -13675042.000000 Penalty: 3892.175049
	Iteration 4Q: 3 clusters Score -1.367504e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -13679500.000000 Penalty: 3892.175049
	Iteration 5F: 3 clusters Score -1.36795e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 110094 members 
Entering Unmasked Estep 
Score: -13686632.000000 Penalty: 3892.175049
	Iteration 6F: 3 clusters Score -1.368663e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -13696268.000000 Penalty: 3892.175049
	Iteration 7F: 3 clusters Score -1.369627e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -13706814.000000 Penalty: 3892.175049
	Iteration 8F: 3 clusters Score -1.370681e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 142166 members 
Entering Unmasked Estep 
Score: -13715214.000000 Penalty: 3892.175049
	Iteration 9F: 3 clusters Score -1.371521e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 148540 members 
Entering Unmasked Estep 
Score: -13720891.000000 Penalty: 3892.175049
	Iteration 10Q: 3 clusters Score -1.372089e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -13724324.000000 Penalty: 3892.175049
	Iteration 11Q: 3 clusters Score -1.372432e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -13726245.000000 Penalty: 3892.175049
	Iteration 12Q: 3 clusters Score -1.372624e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 156517 members 
Entering Unmasked Estep 
Score: -13727344.000000 Penalty: 3892.175049
	Iteration 13Q: 3 clusters Score -1.372734e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -13727950.000000 Penalty: 3892.175049
	Iteration 14Q: 3 clusters Score -1.372795e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -13728206.000000 Penalty: 3892.175049
	Iteration 15Q: 3 clusters Score -1.372821e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -13728374.000000 Penalty: 3892.175049
	Iteration 16Q: 3 clusters Score -1.372837e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -13728482.000000 Penalty: 3892.175049
	Iteration 17Q: 3 clusters Score -1.372848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -13728508.000000 Penalty: 3892.175049
	Iteration 18Q: 3 clusters Score -1.372851e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -13728581.000000 Penalty: 3892.175049
	Iteration 19Q: 3 clusters Score -1.372858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -13728616.000000 Penalty: 3892.175049
	Iteration 20F: 3 clusters Score -1.372862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -13728631.000000 Penalty: 3892.175049
	Iteration 21Q: 3 clusters Score -1.372863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -13728660.000000 Penalty: 3892.175049
	Iteration 22Q: 3 clusters Score -1.372866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -13728684.000000 Penalty: 3892.175049
	Iteration 23Q: 3 clusters Score -1.372868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 158294 members 
Entering Unmasked Estep 
Score: -13728693.000000 Penalty: 3892.175049
	Iteration 24Q: 3 clusters Score -1.372869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -13728681.000000 Penalty: 3892.175049
	Iteration 25Q: 3 clusters Score -1.372868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 158304 members 
Entering Unmasked Estep 
Score: -13728684.000000 Penalty: 3892.175049
	Iteration 26Q: 3 clusters Score -1.372868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -13728684.000000 Penalty: 3892.175049
	Iteration 27Q: 3 clusters Score -1.372868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -13728687.000000 Penalty: 3892.175049
	Iteration 28Q: 3 clusters Score -1.372869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -13728704.000000 Penalty: 3892.175049
	Iteration 29Q: 3 clusters Score -1.37287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -13728699.000000 Penalty: 3892.175049
	Iteration 30Q: 3 clusters Score -1.37287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -13728705.000000 Penalty: 3892.175049
	Iteration 31Q: 3 clusters Score -1.37287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -13728704.000000 Penalty: 3892.175049
	Iteration 32Q: 3 clusters Score -1.37287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -13728717.000000 Penalty: 3892.175049
	Iteration 33Q: 3 clusters Score -1.372872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -13728712.000000 Penalty: 3892.175049
	Iteration 34Q: 3 clusters Score -1.372871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 158347 members 
Entering Unmasked Estep 
Score: -13728713.000000 Penalty: 3892.175049
	Iteration 35Q: 3 clusters Score -1.372871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -13728713.000000 Penalty: 3892.175049
	Iteration 36Q: 3 clusters Score -1.372871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 158349 members 
Entering Unmasked Estep 
Score: -13728713.000000 Penalty: 3892.175049
	Iteration 37Q: 3 clusters Score -1.372871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -13728710.000000 Penalty: 3892.175049
	Iteration 38Q: 3 clusters Score -1.372871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -13728712.000000 Penalty: 3892.175049
	Iteration 39Q: 3 clusters Score -1.372871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 158351 members 
Entering Unmasked Estep 
Score: -13728712.000000 Penalty: 3892.175049
	Iteration 40F: 3 clusters Score -1.372871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Entering Unmasked Estep 
Score: -1148873.750000 Penalty: 1545.976074
	Iteration 0F: 2 clusters Score -1148874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1139411.875000 Penalty: 3091.952148
	Iteration 0F: 3 clusters Score -1139412 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1142599.750000 Penalty: 3091.952148
	Iteration 1F: 3 clusters Score -1142600 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1142928.250000 Penalty: 3091.952148
	Iteration 2F: 3 clusters Score -1142928 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1143242.875000 Penalty: 3091.952148
	Iteration 3F: 3 clusters Score -1143243 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1143595.875000 Penalty: 3091.952148
	Iteration 4F: 3 clusters Score -1143596 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1144004.375000 Penalty: 3091.952148
	Iteration 5F: 3 clusters Score -1144004 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1144551.625000 Penalty: 3091.952148
	Iteration 6F: 3 clusters Score -1144552 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1145206.875000 Penalty: 3091.952148
	Iteration 7F: 3 clusters Score -1145207 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1145845.875000 Penalty: 3091.952148
	Iteration 8F: 3 clusters Score -1145846 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1146439.625000 Penalty: 3091.952148
	Iteration 9F: 3 clusters Score -1146440 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1146916.250000 Penalty: 3091.952148
	Iteration 10Q: 3 clusters Score -1146916 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1147215.750000 Penalty: 3091.952148
	Iteration 11Q: 3 clusters Score -1147216 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1147383.500000 Penalty: 3091.952148
	Iteration 12Q: 3 clusters Score -1147384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1147483.500000 Penalty: 3091.952148
	Iteration 13Q: 3 clusters Score -1147484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1147538.125000 Penalty: 3091.952148
	Iteration 14Q: 3 clusters Score -1147538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1147574.125000 Penalty: 3091.952148
	Iteration 15Q: 3 clusters Score -1147574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1147596.500000 Penalty: 3091.952148
	Iteration 16Q: 3 clusters Score -1147596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1147605.125000 Penalty: 3091.952148
	Iteration 17Q: 3 clusters Score -1147605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1147607.500000 Penalty: 3091.952148
	Iteration 18Q: 3 clusters Score -1147608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1147609.875000 Penalty: 3091.952148
	Iteration 19Q: 3 clusters Score -1147610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1147614.250000 Penalty: 3091.952148
	Iteration 20F: 3 clusters Score -1147614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1147616.625000 Penalty: 3091.952148
	Iteration 21Q: 3 clusters Score -1147617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1147620.250000 Penalty: 3091.952148
	Iteration 22Q: 3 clusters Score -1147620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1147623.875000 Penalty: 3091.952148
	Iteration 23Q: 3 clusters Score -1147624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1147625.250000 Penalty: 3091.952148
	Iteration 24Q: 3 clusters Score -1147625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1147626.000000 Penalty: 3091.952148
	Iteration 25Q: 3 clusters Score -1147626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1147629.750000 Penalty: 3091.952148
	Iteration 26Q: 3 clusters Score -1147630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1147631.250000 Penalty: 3091.952148
	Iteration 27Q: 3 clusters Score -1147631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1147632.000000 Penalty: 3091.952148
	Iteration 28Q: 3 clusters Score -1147632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1147634.375000 Penalty: 3091.952148
	Iteration 29Q: 3 clusters Score -1147634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1147634.625000 Penalty: 3091.952148
	Iteration 30Q: 3 clusters Score -1147635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1147635.500000 Penalty: 3091.952148
	Iteration 31Q: 3 clusters Score -1147636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1147636.000000 Penalty: 3091.952148
	Iteration 32Q: 3 clusters Score -1147636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1147636.000000 Penalty: 3091.952148
	Iteration 33F: 3 clusters Score -1147636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Entering Unmasked Estep 
Score: -1009977.875000 Penalty: 1526.929321
	Iteration 0F: 2 clusters Score -1009978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1001511.250000 Penalty: 3053.858643
	Iteration 0F: 3 clusters Score -1001511 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1004588.500000 Penalty: 3053.858643
	Iteration 1F: 3 clusters Score -1004588 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1005091.187500 Penalty: 3053.858643
	Iteration 2F: 3 clusters Score -1005091 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1005532.687500 Penalty: 3053.858643
	Iteration 3F: 3 clusters Score -1005533 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1005959.312500 Penalty: 3053.858643
	Iteration 4F: 3 clusters Score -1005959 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1006391.187500 Penalty: 3053.858643
	Iteration 5F: 3 clusters Score -1006391 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1006801.250000 Penalty: 3053.858643
	Iteration 6F: 3 clusters Score -1006801 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1007173.500000 Penalty: 3053.858643
	Iteration 7Q: 3 clusters Score -1007174 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1007484.187500 Penalty: 3053.858643
	Iteration 8Q: 3 clusters Score -1007484 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1007701.812500 Penalty: 3053.858643
	Iteration 9Q: 3 clusters Score -1007702 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1007846.062500 Penalty: 3053.858643
	Iteration 10Q: 3 clusters Score -1007846 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1007944.437500 Penalty: 3053.858643
	Iteration 11Q: 3 clusters Score -1007944 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1008019.812500 Penalty: 3053.858643
	Iteration 12Q: 3 clusters Score -1008020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1008085.000000 Penalty: 3053.858643
	Iteration 13Q: 3 clusters Score -1008085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1008124.687500 Penalty: 3053.858643
	Iteration 14Q: 3 clusters Score -1008125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1008148.187500 Penalty: 3053.858643
	Iteration 15Q: 3 clusters Score -1008148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1008172.625000 Penalty: 3053.858643
	Iteration 16Q: 3 clusters Score -1008173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1008191.312500 Penalty: 3053.858643
	Iteration 17Q: 3 clusters Score -1008191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1008207.937500 Penalty: 3053.858643
	Iteration 18Q: 3 clusters Score -1008208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1008220.625000 Penalty: 3053.858643
	Iteration 19Q: 3 clusters Score -1008221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1008231.125000 Penalty: 3053.858643
	Iteration 20F: 3 clusters Score -1008231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1008241.062500 Penalty: 3053.858643
	Iteration 21Q: 3 clusters Score -1008241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1008247.812500 Penalty: 3053.858643
	Iteration 22Q: 3 clusters Score -1008248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1008254.562500 Penalty: 3053.858643
	Iteration 23Q: 3 clusters Score -1008255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1008255.437500 Penalty: 3053.858643
	Iteration 24Q: 3 clusters Score -1008255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1008257.812500 Penalty: 3053.858643
	Iteration 25Q: 3 clusters Score -1008258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1008261.062500 Penalty: 3053.858643
	Iteration 26Q: 3 clusters Score -1008261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1008266.000000 Penalty: 3053.858643
	Iteration 27Q: 3 clusters Score -1008266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1008268.625000 Penalty: 3053.858643
	Iteration 28Q: 3 clusters Score -1008269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1008268.250000 Penalty: 3053.858643
	Iteration 29Q: 3 clusters Score -1008268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1008273.312500 Penalty: 3053.858643
	Iteration 30Q: 3 clusters Score -1008273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1008278.062500 Penalty: 3053.858643
	Iteration 31Q: 3 clusters Score -1008278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1008279.625000 Penalty: 3053.858643
	Iteration 32Q: 3 clusters Score -1008280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1008284.062500 Penalty: 3053.858643
	Iteration 33Q: 3 clusters Score -1008284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1008285.937500 Penalty: 3053.858643
	Iteration 34Q: 3 clusters Score -1008286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1008290.062500 Penalty: 3053.858643
	Iteration 35Q: 3 clusters Score -1008290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1008295.250000 Penalty: 3053.858643
	Iteration 36Q: 3 clusters Score -1008295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1008298.625000 Penalty: 3053.858643
	Iteration 37Q: 3 clusters Score -1008299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1008303.812500 Penalty: 3053.858643
	Iteration 38Q: 3 clusters Score -1008304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1008307.062500 Penalty: 3053.858643
	Iteration 39Q: 3 clusters Score -1008307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1008311.750000 Penalty: 3053.858643
	Iteration 40F: 3 clusters Score -1008312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1008316.250000 Penalty: 3053.858643
	Iteration 41Q: 3 clusters Score -1008316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1008317.812500 Penalty: 3053.858643
	Iteration 42Q: 3 clusters Score -1008318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1008323.625000 Penalty: 3053.858643
	Iteration 43Q: 3 clusters Score -1008324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1008326.937500 Penalty: 3053.858643
	Iteration 44Q: 3 clusters Score -1008327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1008328.937500 Penalty: 3053.858643
	Iteration 45Q: 3 clusters Score -1008329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1008331.375000 Penalty: 3053.858643
	Iteration 46Q: 3 clusters Score -1008331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1008333.062500 Penalty: 3053.858643
	Iteration 47Q: 3 clusters Score -1008333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1008334.562500 Penalty: 3053.858643
	Iteration 48Q: 3 clusters Score -1008335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1008335.937500 Penalty: 3053.858643
	Iteration 49Q: 3 clusters Score -1008336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1008340.375000 Penalty: 3053.858643
	Iteration 50Q: 3 clusters Score -1008340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1008341.687500 Penalty: 3053.858643
	Iteration 51Q: 3 clusters Score -1008342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1008346.250000 Penalty: 3053.858643
	Iteration 52Q: 3 clusters Score -1008346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1008348.812500 Penalty: 3053.858643
	Iteration 53Q: 3 clusters Score -1008349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1008347.875000 Penalty: 3053.858643
	Iteration 54Q: 3 clusters Score -1008348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1008350.625000 Penalty: 3053.858643
	Iteration 55Q: 3 clusters Score -1008351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1008355.687500 Penalty: 3053.858643
	Iteration 56Q: 3 clusters Score -1008356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1008357.562500 Penalty: 3053.858643
	Iteration 57Q: 3 clusters Score -1008358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1008361.000000 Penalty: 3053.858643
	Iteration 58Q: 3 clusters Score -1008361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1008362.562500 Penalty: 3053.858643
	Iteration 59Q: 3 clusters Score -1008363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1008361.500000 Penalty: 3053.858643
	Iteration 60F: 3 clusters Score -1008362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1008361.250000 Penalty: 3053.858643
	Iteration 61Q: 3 clusters Score -1008361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1008362.812500 Penalty: 3053.858643
	Iteration 62Q: 3 clusters Score -1008363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1008360.000000 Penalty: 3053.858643
	Iteration 63Q: 3 clusters Score -1008360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1008361.937500 Penalty: 3053.858643
	Iteration 64Q: 3 clusters Score -1008362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1008360.687500 Penalty: 3053.858643
	Iteration 65Q: 3 clusters Score -1008361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1008359.625000 Penalty: 3053.858643
	Iteration 66Q: 3 clusters Score -1008360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1008361.625000 Penalty: 3053.858643
	Iteration 67Q: 3 clusters Score -1008362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1008361.562500 Penalty: 3053.858643
	Iteration 68Q: 3 clusters Score -1008362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1008361.562500 Penalty: 3053.858643
	Iteration 69F: 3 clusters Score -1008362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Entering Unmasked Estep 
Score: -1892868.000000 Penalty: 1625.835449
	Iteration 0F: 2 clusters Score -1892868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1877831.375000 Penalty: 3251.670898
	Iteration 0F: 3 clusters Score -1877831 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1884064.875000 Penalty: 3251.670898
	Iteration 1F: 3 clusters Score -1884065 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1885217.000000 Penalty: 3251.670898
	Iteration 2F: 3 clusters Score -1885217 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1886529.250000 Penalty: 3251.670898
	Iteration 3F: 3 clusters Score -1886529 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1887936.500000 Penalty: 3251.670898
	Iteration 4F: 3 clusters Score -1887936 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1889098.625000 Penalty: 3251.670898
	Iteration 5F: 3 clusters Score -1889099 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1889968.500000 Penalty: 3251.670898
	Iteration 6F: 3 clusters Score -1889968 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1890521.625000 Penalty: 3251.670898
	Iteration 7Q: 3 clusters Score -1890522 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1890938.625000 Penalty: 3251.670898
	Iteration 8Q: 3 clusters Score -1890939 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1891238.875000 Penalty: 3251.670898
	Iteration 9Q: 3 clusters Score -1891239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1891487.250000 Penalty: 3251.670898
	Iteration 10Q: 3 clusters Score -1891487 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1891682.875000 Penalty: 3251.670898
	Iteration 11Q: 3 clusters Score -1891683 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1891795.625000 Penalty: 3251.670898
	Iteration 12Q: 3 clusters Score -1891796 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1891877.875000 Penalty: 3251.670898
	Iteration 13Q: 3 clusters Score -1891878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1891927.875000 Penalty: 3251.670898
	Iteration 14Q: 3 clusters Score -1891928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1891955.375000 Penalty: 3251.670898
	Iteration 15Q: 3 clusters Score -1891955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1891987.625000 Penalty: 3251.670898
	Iteration 16Q: 3 clusters Score -1891988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1892006.500000 Penalty: 3251.670898
	Iteration 17Q: 3 clusters Score -1892006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1892014.625000 Penalty: 3251.670898
	Iteration 18Q: 3 clusters Score -1892015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1892035.750000 Penalty: 3251.670898
	Iteration 19Q: 3 clusters Score -1892036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1892051.875000 Penalty: 3251.670898
	Iteration 20F: 3 clusters Score -1892052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1892066.625000 Penalty: 3251.670898
	Iteration 21Q: 3 clusters Score -1892067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1892076.500000 Penalty: 3251.670898
	Iteration 22Q: 3 clusters Score -1892076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1892081.750000 Penalty: 3251.670898
	Iteration 23Q: 3 clusters Score -1892082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1892092.000000 Penalty: 3251.670898
	Iteration 24Q: 3 clusters Score -1892092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1892110.250000 Penalty: 3251.670898
	Iteration 25Q: 3 clusters Score -1892110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1892132.625000 Penalty: 3251.670898
	Iteration 26Q: 3 clusters Score -1892133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1892144.125000 Penalty: 3251.670898
	Iteration 27Q: 3 clusters Score -1892144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1892148.375000 Penalty: 3251.670898
	Iteration 28Q: 3 clusters Score -1892148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1892155.625000 Penalty: 3251.670898
	Iteration 29Q: 3 clusters Score -1892156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1892156.125000 Penalty: 3251.670898
	Iteration 30Q: 3 clusters Score -1892156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1892159.250000 Penalty: 3251.670898
	Iteration 31Q: 3 clusters Score -1892159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1892167.500000 Penalty: 3251.670898
	Iteration 32Q: 3 clusters Score -1892168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1892172.000000 Penalty: 3251.670898
	Iteration 33Q: 3 clusters Score -1892172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1892182.125000 Penalty: 3251.670898
	Iteration 34Q: 3 clusters Score -1892182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1892180.250000 Penalty: 3251.670898
	Iteration 35Q: 3 clusters Score -1892180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1892182.750000 Penalty: 3251.670898
	Iteration 36Q: 3 clusters Score -1892183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1892178.125000 Penalty: 3251.670898
	Iteration 37Q: 3 clusters Score -1892178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1892182.375000 Penalty: 3251.670898
	Iteration 38Q: 3 clusters Score -1892182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1892180.250000 Penalty: 3251.670898
	Iteration 39Q: 3 clusters Score -1892180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1892183.875000 Penalty: 3251.670898
	Iteration 40F: 3 clusters Score -1892184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1892180.750000 Penalty: 3251.670898
	Iteration 41Q: 3 clusters Score -1892181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1892181.625000 Penalty: 3251.670898
	Iteration 42Q: 3 clusters Score -1892182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1892183.125000 Penalty: 3251.670898
	Iteration 43Q: 3 clusters Score -1892183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1892187.125000 Penalty: 3251.670898
	Iteration 44Q: 3 clusters Score -1892187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1892190.000000 Penalty: 3251.670898
	Iteration 45Q: 3 clusters Score -1892190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1892190.375000 Penalty: 3251.670898
	Iteration 46Q: 3 clusters Score -1892190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1892194.750000 Penalty: 3251.670898
	Iteration 47Q: 3 clusters Score -1892195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1892199.250000 Penalty: 3251.670898
	Iteration 48Q: 3 clusters Score -1892199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1892203.125000 Penalty: 3251.670898
	Iteration 49Q: 3 clusters Score -1892203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1892201.125000 Penalty: 3251.670898
	Iteration 50Q: 3 clusters Score -1892201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1892202.625000 Penalty: 3251.670898
	Iteration 51Q: 3 clusters Score -1892203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1892208.000000 Penalty: 3251.670898
	Iteration 52Q: 3 clusters Score -1892208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1892210.000000 Penalty: 3251.670898
	Iteration 53Q: 3 clusters Score -1892210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1892207.625000 Penalty: 3251.670898
	Iteration 54Q: 3 clusters Score -1892208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1892211.000000 Penalty: 3251.670898
	Iteration 55Q: 3 clusters Score -1892211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1892214.500000 Penalty: 3251.670898
	Iteration 56Q: 3 clusters Score -1892214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1892215.250000 Penalty: 3251.670898
	Iteration 57Q: 3 clusters Score -1892215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1892215.250000 Penalty: 3251.670898
	Iteration 58Q: 3 clusters Score -1892215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1892217.500000 Penalty: 3251.670898
	Iteration 59Q: 3 clusters Score -1892218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1892217.250000 Penalty: 3251.670898
	Iteration 60F: 3 clusters Score -1892217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1892216.750000 Penalty: 3251.670898
	Iteration 61Q: 3 clusters Score -1892217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1892217.500000 Penalty: 3251.670898
	Iteration 62Q: 3 clusters Score -1892218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1892216.000000 Penalty: 3251.670898
	Iteration 63Q: 3 clusters Score -1892216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1892216.000000 Penalty: 3251.670898
	Iteration 64Q: 3 clusters Score -1892216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1892214.750000 Penalty: 3251.670898
	Iteration 65Q: 3 clusters Score -1892215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1892215.375000 Penalty: 3251.670898
	Iteration 66Q: 3 clusters Score -1892215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1892215.375000 Penalty: 3251.670898
	Iteration 67F: 3 clusters Score -1892215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Entering Unmasked Estep 
Score: -282290.156250 Penalty: 1341.993652
	Iteration 0F: 2 clusters Score -282290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -279045.093750 Penalty: 2683.987305
	Iteration 0F: 3 clusters Score -279045.1 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -279988.593750 Penalty: 2683.987305
	Iteration 1F: 3 clusters Score -279988.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -280305.843750 Penalty: 2683.987305
	Iteration 2F: 3 clusters Score -280305.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -280639.250000 Penalty: 2683.987305
	Iteration 3F: 3 clusters Score -280639.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -280962.906250 Penalty: 2683.987305
	Iteration 4F: 3 clusters Score -280962.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -281281.625000 Penalty: 2683.987305
	Iteration 5F: 3 clusters Score -281281.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -281562.468750 Penalty: 2683.987305
	Iteration 6F: 3 clusters Score -281562.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -281787.531250 Penalty: 2683.987305
	Iteration 7F: 3 clusters Score -281787.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -281954.875000 Penalty: 2683.987305
	Iteration 8Q: 3 clusters Score -281954.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -282112.500000 Penalty: 2683.987305
	Iteration 9Q: 3 clusters Score -282112.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -282235.625000 Penalty: 2683.987305
	Iteration 10Q: 3 clusters Score -282235.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -282360.625000 Penalty: 2683.987305
	Iteration 11Q: 3 clusters Score -282360.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -282498.218750 Penalty: 2683.987305
	Iteration 12Q: 3 clusters Score -282498.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -282601.812500 Penalty: 2683.987305
	Iteration 13Q: 3 clusters Score -282601.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -282679.875000 Penalty: 2683.987305
	Iteration 14Q: 3 clusters Score -282679.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -282732.937500 Penalty: 2683.987305
	Iteration 15Q: 3 clusters Score -282732.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -282772.875000 Penalty: 2683.987305
	Iteration 16Q: 3 clusters Score -282772.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -282805.937500 Penalty: 2683.987305
	Iteration 17Q: 3 clusters Score -282805.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -282832.062500 Penalty: 2683.987305
	Iteration 18Q: 3 clusters Score -282832.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -282855.750000 Penalty: 2683.987305
	Iteration 19Q: 3 clusters Score -282855.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -282872.437500 Penalty: 2683.987305
	Iteration 20F: 3 clusters Score -282872.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -282890.375000 Penalty: 2683.987305
	Iteration 21Q: 3 clusters Score -282890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -282903.250000 Penalty: 2683.987305
	Iteration 22Q: 3 clusters Score -282903.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -282917.937500 Penalty: 2683.987305
	Iteration 23Q: 3 clusters Score -282917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -282938.375000 Penalty: 2683.987305
	Iteration 24Q: 3 clusters Score -282938.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -282950.281250 Penalty: 2683.987305
	Iteration 25Q: 3 clusters Score -282950.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -282965.156250 Penalty: 2683.987305
	Iteration 26Q: 3 clusters Score -282965.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282974.218750 Penalty: 2683.987305
	Iteration 27Q: 3 clusters Score -282974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -282982.687500 Penalty: 2683.987305
	Iteration 28Q: 3 clusters Score -282982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -282992.000000 Penalty: 2683.987305
	Iteration 29Q: 3 clusters Score -282992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283002.437500 Penalty: 2683.987305
	Iteration 30Q: 3 clusters Score -283002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283009.718750 Penalty: 2683.987305
	Iteration 31Q: 3 clusters Score -283009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283021.187500 Penalty: 2683.987305
	Iteration 32Q: 3 clusters Score -283021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283026.812500 Penalty: 2683.987305
	Iteration 33Q: 3 clusters Score -283026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283032.343750 Penalty: 2683.987305
	Iteration 34Q: 3 clusters Score -283032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283036.718750 Penalty: 2683.987305
	Iteration 35Q: 3 clusters Score -283036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283038.343750 Penalty: 2683.987305
	Iteration 36Q: 3 clusters Score -283038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -283039.687500 Penalty: 2683.987305
	Iteration 37Q: 3 clusters Score -283039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283042.406250 Penalty: 2683.987305
	Iteration 38Q: 3 clusters Score -283042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -283043.500000 Penalty: 2683.987305
	Iteration 39Q: 3 clusters Score -283043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283044.593750 Penalty: 2683.987305
	Iteration 40F: 3 clusters Score -283044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -283046.281250 Penalty: 2683.987305
	Iteration 41Q: 3 clusters Score -283046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -283049.062500 Penalty: 2683.987305
	Iteration 42Q: 3 clusters Score -283049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -283053.312500 Penalty: 2683.987305
	Iteration 43Q: 3 clusters Score -283053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283056.593750 Penalty: 2683.987305
	Iteration 44Q: 3 clusters Score -283056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283061.375000 Penalty: 2683.987305
	Iteration 45Q: 3 clusters Score -283061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -283063.687500 Penalty: 2683.987305
	Iteration 46Q: 3 clusters Score -283063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283065.062500 Penalty: 2683.987305
	Iteration 47Q: 3 clusters Score -283065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283066.250000 Penalty: 2683.987305
	Iteration 48Q: 3 clusters Score -283066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -283066.687500 Penalty: 2683.987305
	Iteration 49Q: 3 clusters Score -283066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -283068.500000 Penalty: 2683.987305
	Iteration 50Q: 3 clusters Score -283068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283070.031250 Penalty: 2683.987305
	Iteration 51Q: 3 clusters Score -283070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -283074.218750 Penalty: 2683.987305
	Iteration 52Q: 3 clusters Score -283074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283078.593750 Penalty: 2683.987305
	Iteration 53Q: 3 clusters Score -283078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -283082.531250 Penalty: 2683.987305
	Iteration 54Q: 3 clusters Score -283082.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283085.218750 Penalty: 2683.987305
	Iteration 55Q: 3 clusters Score -283085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -283088.031250 Penalty: 2683.987305
	Iteration 56Q: 3 clusters Score -283088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -283088.687500 Penalty: 2683.987305
	Iteration 57Q: 3 clusters Score -283088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -283092.218750 Penalty: 2683.987305
	Iteration 58Q: 3 clusters Score -283092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283094.625000 Penalty: 2683.987305
	Iteration 59Q: 3 clusters Score -283094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -283096.187500 Penalty: 2683.987305
	Iteration 60F: 3 clusters Score -283096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -283098.062500 Penalty: 2683.987305
	Iteration 61Q: 3 clusters Score -283098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283100.562500 Penalty: 2683.987305
	Iteration 62Q: 3 clusters Score -283100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283100.656250 Penalty: 2683.987305
	Iteration 63Q: 3 clusters Score -283100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283100.937500 Penalty: 2683.987305
	Iteration 64Q: 3 clusters Score -283100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283100.937500 Penalty: 2683.987305
	Iteration 65F: 3 clusters Score -283100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212533 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 65141 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 158883 members 
Mstep: Class 21 contains 13544 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 22140 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 28792 members 
Mstep: Class 30 contains 5396 members 
Mstep: Class 31 contains 1020 members 
Entering Unmasked Estep 
Score: -54412448.000000 Penalty: 67481.570312
Splitting cluster 24 changes total score from -54412368.000000 to -54412448.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -199194.718750 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -199194.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -196859.828125 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -196859.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -197396.593750 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -197396.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -197528.625000 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -197528.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -197652.375000 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -197652.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -197759.062500 Penalty: 2535.850830
	Iteration 4F: 3 clusters Score -197759.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -197846.375000 Penalty: 2535.850830
	Iteration 5Q: 3 clusters Score -197846.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -197919.046875 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -197919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -197994.890625 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -197994.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -198060.343750 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -198060.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -198126.296875 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -198126.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -198197.046875 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -198197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198279.703125 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -198279.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -198385.156250 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -198385.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -198485.656250 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -198485.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -198562.734375 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -198562.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -198606.687500 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -198606.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -198635.140625 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -198635.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -198668.515625 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -198668.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -198700.625000 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -198700.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -198714.218750 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -198714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -198719.562500 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -198719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -198724.250000 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -198724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -198730.140625 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -198730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -198732.343750 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -198732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -198733.093750 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -198733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -198733.093750 Penalty: 2535.850830
	Iteration 25F: 3 clusters Score -198733.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -190144.718750 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -190144.7 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 1161 members 
Entering Unmasked Estep 
Score: -187837.906250 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -187837.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188389.031250 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -188389 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -188526.984375 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -188527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188588.312500 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -188588.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -188627.406250 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -188627.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -188652.703125 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -188652.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -188673.359375 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -188673.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -188689.218750 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -188689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -188703.156250 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -188703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -188720.890625 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -188720.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -188739.250000 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -188739.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -188751.734375 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -188751.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -188761.343750 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -188761.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -188774.375000 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -188774.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -188792.656250 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -188792.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -188820.218750 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -188820.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -188848.640625 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -188848.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -188884.796875 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -188884.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -188920.437500 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -188920.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -188975.890625 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -188975.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -189063.171875 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -189063.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -189183.062500 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -189183.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189383.031250 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -189383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -189647.703125 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -189647.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -189982.468750 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -189982.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190159.265625 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -190159.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -190188.250000 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -190188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190190.421875 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -190190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190191.234375 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -190191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190191.234375 Penalty: 2520.345947
	Iteration 29F: 3 clusters Score -190191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212533 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 65141 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 158883 members 
Mstep: Class 21 contains 13544 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 22140 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 28792 members 
Mstep: Class 30 contains 5396 members 
Mstep: Class 31 contains 1020 members 
Mstep: Class 32 contains 1156 members 
Entering Unmasked Estep 
Score: -54411636.000000 Penalty: 69658.390625
Splitting cluster 26 changes total score from -54412368.000000 to -54411636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (16092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Entering Unmasked Estep 
Score: -1363698.250000 Penalty: 1573.987549
	Iteration 0F: 2 clusters Score -1363698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1352544.750000 Penalty: 3147.975098
	Iteration 0F: 3 clusters Score -1352545 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1356460.375000 Penalty: 3147.975098
	Iteration 1F: 3 clusters Score -1356460 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1356832.375000 Penalty: 3147.975098
	Iteration 2F: 3 clusters Score -1356832 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1357183.250000 Penalty: 3147.975098
	Iteration 3F: 3 clusters Score -1357183 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1357544.000000 Penalty: 3147.975098
	Iteration 4Q: 3 clusters Score -1357544 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1358013.750000 Penalty: 3147.975098
	Iteration 5F: 3 clusters Score -1358014 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1358611.500000 Penalty: 3147.975098
	Iteration 6F: 3 clusters Score -1358612 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1359251.250000 Penalty: 3147.975098
	Iteration 7F: 3 clusters Score -1359251 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1359852.625000 Penalty: 3147.975098
	Iteration 8F: 3 clusters Score -1359853 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1360421.875000 Penalty: 3147.975098
	Iteration 9Q: 3 clusters Score -1360422 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1360894.000000 Penalty: 3147.975098
	Iteration 10Q: 3 clusters Score -1360894 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1361237.000000 Penalty: 3147.975098
	Iteration 11Q: 3 clusters Score -1361237 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1361542.750000 Penalty: 3147.975098
	Iteration 12Q: 3 clusters Score -1361543 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1361790.625000 Penalty: 3147.975098
	Iteration 13Q: 3 clusters Score -1361791 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1361942.750000 Penalty: 3147.975098
	Iteration 14Q: 3 clusters Score -1361943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1362051.000000 Penalty: 3147.975098
	Iteration 15Q: 3 clusters Score -1362051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1362123.250000 Penalty: 3147.975098
	Iteration 16Q: 3 clusters Score -1362123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1362184.500000 Penalty: 3147.975098
	Iteration 17Q: 3 clusters Score -1362184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1362227.250000 Penalty: 3147.975098
	Iteration 18Q: 3 clusters Score -1362227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1362263.250000 Penalty: 3147.975098
	Iteration 19Q: 3 clusters Score -1362263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1362286.750000 Penalty: 3147.975098
	Iteration 20F: 3 clusters Score -1362287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1362303.125000 Penalty: 3147.975098
	Iteration 21Q: 3 clusters Score -1362303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1362314.375000 Penalty: 3147.975098
	Iteration 22Q: 3 clusters Score -1362314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1362331.500000 Penalty: 3147.975098
	Iteration 23Q: 3 clusters Score -1362332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1362348.500000 Penalty: 3147.975098
	Iteration 24Q: 3 clusters Score -1362348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1362364.250000 Penalty: 3147.975098
	Iteration 25Q: 3 clusters Score -1362364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1362373.125000 Penalty: 3147.975098
	Iteration 26Q: 3 clusters Score -1362373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1362375.625000 Penalty: 3147.975098
	Iteration 27Q: 3 clusters Score -1362376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1362381.625000 Penalty: 3147.975098
	Iteration 28Q: 3 clusters Score -1362382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1362387.625000 Penalty: 3147.975098
	Iteration 29Q: 3 clusters Score -1362388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1362402.375000 Penalty: 3147.975098
	Iteration 30Q: 3 clusters Score -1362402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1362411.125000 Penalty: 3147.975098
	Iteration 31Q: 3 clusters Score -1362411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1362421.500000 Penalty: 3147.975098
	Iteration 32Q: 3 clusters Score -1362422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1362426.500000 Penalty: 3147.975098
	Iteration 33Q: 3 clusters Score -1362426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1362430.125000 Penalty: 3147.975098
	Iteration 34Q: 3 clusters Score -1362430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1362438.875000 Penalty: 3147.975098
	Iteration 35Q: 3 clusters Score -1362439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1362441.625000 Penalty: 3147.975098
	Iteration 36Q: 3 clusters Score -1362442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1362445.375000 Penalty: 3147.975098
	Iteration 37Q: 3 clusters Score -1362445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1362447.625000 Penalty: 3147.975098
	Iteration 38Q: 3 clusters Score -1362448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1362450.625000 Penalty: 3147.975098
	Iteration 39Q: 3 clusters Score -1362451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1362453.000000 Penalty: 3147.975098
	Iteration 40F: 3 clusters Score -1362453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -133365.187500 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -133365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -131510.984375 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -131511 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -131882.109375 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -131882.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -131997.656250 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -131997.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -132071.953125 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -132072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -132125.953125 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -132126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132162.515625 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -132162.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132196.953125 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -132197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132226.812500 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -132226.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -132259.703125 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -132259.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -132293.109375 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -132293.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132320.812500 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -132320.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132348.546875 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -132348.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132370.140625 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -132370.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -132390.187500 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -132390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132409.187500 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -132409.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132425.218750 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -132425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132438.531250 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -132438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132446.218750 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -132446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -132454.500000 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -132454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132462.843750 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -132462.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -132470.875000 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -132470.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132478.000000 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -132478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132486.281250 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -132486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -132494.656250 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -132494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132497.203125 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -132497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132497.828125 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -132497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132497.828125 Penalty: 2401.809082
	Iteration 26F: 3 clusters Score -132497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Entering Unmasked Estep 
Score: -2228289.500000 Penalty: 1668.526123
	Iteration 0F: 2 clusters Score -2228290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2208907.000000 Penalty: 3337.052246
	Iteration 0F: 3 clusters Score -2208907 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2216708.500000 Penalty: 3337.052246
	Iteration 1F: 3 clusters Score -2216708 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2217584.250000 Penalty: 3337.052246
	Iteration 2F: 3 clusters Score -2217584 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2218567.500000 Penalty: 3337.052246
	Iteration 3F: 3 clusters Score -2218568 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2219641.000000 Penalty: 3337.052246
	Iteration 4F: 3 clusters Score -2219641 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2220736.000000 Penalty: 3337.052246
	Iteration 5F: 3 clusters Score -2220736 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2221736.000000 Penalty: 3337.052246
	Iteration 6F: 3 clusters Score -2221736 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2222672.250000 Penalty: 3337.052246
	Iteration 7Q: 3 clusters Score -2222672 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2223493.500000 Penalty: 3337.052246
	Iteration 8Q: 3 clusters Score -2223494 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2224282.500000 Penalty: 3337.052246
	Iteration 9Q: 3 clusters Score -2224282 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2224888.750000 Penalty: 3337.052246
	Iteration 10Q: 3 clusters Score -2224889 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2225335.000000 Penalty: 3337.052246
	Iteration 11Q: 3 clusters Score -2225335 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2225681.000000 Penalty: 3337.052246
	Iteration 12Q: 3 clusters Score -2225681 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2225935.250000 Penalty: 3337.052246
	Iteration 13Q: 3 clusters Score -2225935 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2226124.250000 Penalty: 3337.052246
	Iteration 14Q: 3 clusters Score -2226124 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2226244.250000 Penalty: 3337.052246
	Iteration 15Q: 3 clusters Score -2226244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2226359.250000 Penalty: 3337.052246
	Iteration 16Q: 3 clusters Score -2226359 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2226458.000000 Penalty: 3337.052246
	Iteration 17Q: 3 clusters Score -2226458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2226557.000000 Penalty: 3337.052246
	Iteration 18Q: 3 clusters Score -2226557 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2226660.000000 Penalty: 3337.052246
	Iteration 19Q: 3 clusters Score -2226660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2226764.000000 Penalty: 3337.052246
	Iteration 20F: 3 clusters Score -2226764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2226853.000000 Penalty: 3337.052246
	Iteration 21Q: 3 clusters Score -2226853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2226932.500000 Penalty: 3337.052246
	Iteration 22Q: 3 clusters Score -2226932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2227029.000000 Penalty: 3337.052246
	Iteration 23Q: 3 clusters Score -2227029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2227100.000000 Penalty: 3337.052246
	Iteration 24Q: 3 clusters Score -2227100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2227150.750000 Penalty: 3337.052246
	Iteration 25Q: 3 clusters Score -2227151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2227194.000000 Penalty: 3337.052246
	Iteration 26Q: 3 clusters Score -2227194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2227224.000000 Penalty: 3337.052246
	Iteration 27Q: 3 clusters Score -2227224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2227249.250000 Penalty: 3337.052246
	Iteration 28Q: 3 clusters Score -2227249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2227278.250000 Penalty: 3337.052246
	Iteration 29Q: 3 clusters Score -2227278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2227298.500000 Penalty: 3337.052246
	Iteration 30Q: 3 clusters Score -2227298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2227308.000000 Penalty: 3337.052246
	Iteration 31Q: 3 clusters Score -2227308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2227313.000000 Penalty: 3337.052246
	Iteration 32Q: 3 clusters Score -2227313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2227314.750000 Penalty: 3337.052246
	Iteration 33Q: 3 clusters Score -2227315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2227317.750000 Penalty: 3337.052246
	Iteration 34Q: 3 clusters Score -2227318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2227322.000000 Penalty: 3337.052246
	Iteration 35Q: 3 clusters Score -2227322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2227327.500000 Penalty: 3337.052246
	Iteration 36Q: 3 clusters Score -2227328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2227334.000000 Penalty: 3337.052246
	Iteration 37Q: 3 clusters Score -2227334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2227341.000000 Penalty: 3337.052246
	Iteration 38Q: 3 clusters Score -2227341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2227342.250000 Penalty: 3337.052246
	Iteration 39Q: 3 clusters Score -2227342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2227343.250000 Penalty: 3337.052246
	Iteration 40F: 3 clusters Score -2227343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2227345.500000 Penalty: 3337.052246
	Iteration 41Q: 3 clusters Score -2227346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2227345.750000 Penalty: 3337.052246
	Iteration 42Q: 3 clusters Score -2227346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2227346.500000 Penalty: 3337.052246
	Iteration 43Q: 3 clusters Score -2227346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2227346.500000 Penalty: 3337.052246
	Iteration 44Q: 3 clusters Score -2227346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2227346.000000 Penalty: 3337.052246
	Iteration 45Q: 3 clusters Score -2227346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2227345.500000 Penalty: 3337.052246
	Iteration 46Q: 3 clusters Score -2227346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2227345.500000 Penalty: 3337.052246
	Iteration 47F: 3 clusters Score -2227346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -455549.218750 Penalty: 1396.429688
	Iteration 0F: 2 clusters Score -455549.2 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 2711 members 
Entering Unmasked Estep 
Score: -451335.812500 Penalty: 2792.859375
	Iteration 0F: 3 clusters Score -451335.8 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -452592.531250 Penalty: 2792.859375
	Iteration 1F: 3 clusters Score -452592.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -452804.000000 Penalty: 2792.859375
	Iteration 2F: 3 clusters Score -452804 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -452968.218750 Penalty: 2792.859375
	Iteration 3F: 3 clusters Score -452968.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -453081.906250 Penalty: 2792.859375
	Iteration 4Q: 3 clusters Score -453081.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -453166.343750 Penalty: 2792.859375
	Iteration 5Q: 3 clusters Score -453166.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -453232.437500 Penalty: 2792.859375
	Iteration 6Q: 3 clusters Score -453232.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -453278.843750 Penalty: 2792.859375
	Iteration 7Q: 3 clusters Score -453278.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -453325.468750 Penalty: 2792.859375
	Iteration 8Q: 3 clusters Score -453325.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -453378.250000 Penalty: 2792.859375
	Iteration 9Q: 3 clusters Score -453378.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -453428.156250 Penalty: 2792.859375
	Iteration 10Q: 3 clusters Score -453428.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -453482.187500 Penalty: 2792.859375
	Iteration 11Q: 3 clusters Score -453482.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -453556.031250 Penalty: 2792.859375
	Iteration 12Q: 3 clusters Score -453556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -453662.906250 Penalty: 2792.859375
	Iteration 13Q: 3 clusters Score -453662.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -453767.812500 Penalty: 2792.859375
	Iteration 14Q: 3 clusters Score -453767.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -453889.468750 Penalty: 2792.859375
	Iteration 15Q: 3 clusters Score -453889.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -453997.593750 Penalty: 2792.859375
	Iteration 16Q: 3 clusters Score -453997.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -454080.718750 Penalty: 2792.859375
	Iteration 17Q: 3 clusters Score -454080.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -454144.062500 Penalty: 2792.859375
	Iteration 18Q: 3 clusters Score -454144.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -454191.468750 Penalty: 2792.859375
	Iteration 19Q: 3 clusters Score -454191.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -454222.625000 Penalty: 2792.859375
	Iteration 20F: 3 clusters Score -454222.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -454245.843750 Penalty: 2792.859375
	Iteration 21Q: 3 clusters Score -454245.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -454263.843750 Penalty: 2792.859375
	Iteration 22Q: 3 clusters Score -454263.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -454283.031250 Penalty: 2792.859375
	Iteration 23Q: 3 clusters Score -454283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -454300.218750 Penalty: 2792.859375
	Iteration 24Q: 3 clusters Score -454300.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -454310.093750 Penalty: 2792.859375
	Iteration 25Q: 3 clusters Score -454310.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454317.781250 Penalty: 2792.859375
	Iteration 26Q: 3 clusters Score -454317.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -454323.875000 Penalty: 2792.859375
	Iteration 27Q: 3 clusters Score -454323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -454328.187500 Penalty: 2792.859375
	Iteration 28Q: 3 clusters Score -454328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -454330.812500 Penalty: 2792.859375
	Iteration 29Q: 3 clusters Score -454330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -454333.312500 Penalty: 2792.859375
	Iteration 30Q: 3 clusters Score -454333.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -454336.312500 Penalty: 2792.859375
	Iteration 31Q: 3 clusters Score -454336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -454339.187500 Penalty: 2792.859375
	Iteration 32Q: 3 clusters Score -454339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -454339.781250 Penalty: 2792.859375
	Iteration 33Q: 3 clusters Score -454339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -454340.156250 Penalty: 2792.859375
	Iteration 34Q: 3 clusters Score -454340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -454341.218750 Penalty: 2792.859375
	Iteration 35Q: 3 clusters Score -454341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -454343.468750 Penalty: 2792.859375
	Iteration 36Q: 3 clusters Score -454343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -454348.031250 Penalty: 2792.859375
	Iteration 37Q: 3 clusters Score -454348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -454352.125000 Penalty: 2792.859375
	Iteration 38Q: 3 clusters Score -454352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -454356.406250 Penalty: 2792.859375
	Iteration 39Q: 3 clusters Score -454356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -454357.343750 Penalty: 2792.859375
	Iteration 40F: 3 clusters Score -454357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -454361.968750 Penalty: 2792.859375
	Iteration 41Q: 3 clusters Score -454362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -454364.000000 Penalty: 2792.859375
	Iteration 42Q: 3 clusters Score -454364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -454365.687500 Penalty: 2792.859375
	Iteration 43Q: 3 clusters Score -454365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -454368.562500 Penalty: 2792.859375
	Iteration 44Q: 3 clusters Score -454368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -454370.093750 Penalty: 2792.859375
	Iteration 45Q: 3 clusters Score -454370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -454371.562500 Penalty: 2792.859375
	Iteration 46Q: 3 clusters Score -454371.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454374.875000 Penalty: 2792.859375
	Iteration 47Q: 3 clusters Score -454374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -454381.250000 Penalty: 2792.859375
	Iteration 48Q: 3 clusters Score -454381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -454384.781250 Penalty: 2792.859375
	Iteration 49Q: 3 clusters Score -454384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -454390.312500 Penalty: 2792.859375
	Iteration 50Q: 3 clusters Score -454390.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -454393.781250 Penalty: 2792.859375
	Iteration 51Q: 3 clusters Score -454393.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -454395.593750 Penalty: 2792.859375
	Iteration 52Q: 3 clusters Score -454395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -454396.906250 Penalty: 2792.859375
	Iteration 53Q: 3 clusters Score -454396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -454399.125000 Penalty: 2792.859375
	Iteration 54Q: 3 clusters Score -454399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -454400.218750 Penalty: 2792.859375
	Iteration 55Q: 3 clusters Score -454400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -454398.937500 Penalty: 2792.859375
	Iteration 56Q: 3 clusters Score -454398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -454400.718750 Penalty: 2792.859375
	Iteration 57Q: 3 clusters Score -454400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -454401.156250 Penalty: 2792.859375
	Iteration 58Q: 3 clusters Score -454401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454402.312500 Penalty: 2792.859375
	Iteration 59Q: 3 clusters Score -454402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -454403.031250 Penalty: 2792.859375
	Iteration 60F: 3 clusters Score -454403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -454403.656250 Penalty: 2792.859375
	Iteration 61Q: 3 clusters Score -454403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454402.968750 Penalty: 2792.859375
	Iteration 62Q: 3 clusters Score -454403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -454406.562500 Penalty: 2792.859375
	Iteration 63Q: 3 clusters Score -454406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -454408.062500 Penalty: 2792.859375
	Iteration 64Q: 3 clusters Score -454408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -454408.750000 Penalty: 2792.859375
	Iteration 65Q: 3 clusters Score -454408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454410.343750 Penalty: 2792.859375
	Iteration 66Q: 3 clusters Score -454410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -454409.843750 Penalty: 2792.859375
	Iteration 67Q: 3 clusters Score -454409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -454409.656250 Penalty: 2792.859375
	Iteration 68Q: 3 clusters Score -454409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -454411.000000 Penalty: 2792.859375
	Iteration 69Q: 3 clusters Score -454411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -454412.281250 Penalty: 2792.859375
	Iteration 70Q: 3 clusters Score -454412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -454412.312500 Penalty: 2792.859375
	Iteration 71Q: 3 clusters Score -454412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -454412.312500 Penalty: 2792.859375
	Iteration 72F: 3 clusters Score -454412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212533 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 8998 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 6253 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 65141 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 158883 members 
Mstep: Class 21 contains 13544 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 22140 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 2333 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 1620 members 
Mstep: Class 29 contains 28792 members 
Mstep: Class 30 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412688.000000 Penalty: 67481.570312
Iteration 79Q: 32 clusters Score -5.441269e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212515 members 
Mstep: Class 2 contains 21795 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 1914 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 6018 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 2608 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 6936 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 65193 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 158810 members 
Mstep: Class 21 contains 13535 members 
Mstep: Class 22 contains 12051 members 
Mstep: Class 23 contains 22179 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 2336 members 
Mstep: Class 27 contains 16107 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 28818 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413384.000000 Penalty: 67481.570312
Iteration 80F: 32 clusters Score -5.441338e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212503 members 
Mstep: Class 2 contains 21716 members 
Mstep: Class 3 contains 10722 members 
Mstep: Class 4 contains 10828 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 6249 members 
Mstep: Class 16 contains 7038 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 65240 members 
Mstep: Class 19 contains 5666 members 
Mstep: Class 20 contains 158736 members 
Mstep: Class 21 contains 13518 members 
Mstep: Class 22 contains 12042 members 
Mstep: Class 23 contains 22214 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16119 members 
Mstep: Class 28 contains 1628 members 
Mstep: Class 29 contains 28840 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413672.000000 Penalty: 67481.570312
Iteration 81Q: 32 clusters Score -5.441367e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212492 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 3 contains 10722 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 10448 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 3479 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 7117 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 65281 members 
Mstep: Class 19 contains 5674 members 
Mstep: Class 20 contains 158687 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 12037 members 
Mstep: Class 23 contains 22252 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 2451 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 1625 members 
Mstep: Class 29 contains 28860 members 
Mstep: Class 30 contains 5428 members 
Mstep: Class 31 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413764.000000 Penalty: 67481.570312
Iteration 82Q: 32 clusters Score -5.441376e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212477 members 
Mstep: Class 2 contains 21523 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 10697 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 10501 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 8857 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 7195 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 65325 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 158630 members 
Mstep: Class 21 contains 13493 members 
Mstep: Class 22 contains 12032 members 
Mstep: Class 23 contains 22283 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 1627 members 
Mstep: Class 29 contains 28884 members 
Mstep: Class 30 contains 5436 members 
Mstep: Class 31 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54413968.000000 Penalty: 67481.570312
Iteration 83Q: 32 clusters Score -5.441397e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212459 members 
Mstep: Class 2 contains 21458 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 10605 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 8840 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 65384 members 
Mstep: Class 19 contains 5680 members 
Mstep: Class 20 contains 158583 members 
Mstep: Class 21 contains 13482 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 22297 members 
Mstep: Class 24 contains 2850 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16139 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 28905 members 
Mstep: Class 30 contains 5441 members 
Mstep: Class 31 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414052.000000 Penalty: 67481.570312
Iteration 84Q: 32 clusters Score -5.441405e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212440 members 
Mstep: Class 2 contains 21405 members 
Mstep: Class 3 contains 10711 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 4675 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 7306 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 65449 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 158542 members 
Mstep: Class 21 contains 13467 members 
Mstep: Class 22 contains 12040 members 
Mstep: Class 23 contains 22312 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 2460 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 28922 members 
Mstep: Class 30 contains 5448 members 
Mstep: Class 31 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414108.000000 Penalty: 67481.570312
Iteration 85Q: 32 clusters Score -5.441411e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212417 members 
Mstep: Class 2 contains 21367 members 
Mstep: Class 3 contains 10717 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 65505 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 158510 members 
Mstep: Class 21 contains 13456 members 
Mstep: Class 22 contains 12039 members 
Mstep: Class 23 contains 22333 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 28921 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414080.000000 Penalty: 67481.570312
Iteration 86Q: 32 clusters Score -5.441408e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212392 members 
Mstep: Class 2 contains 21330 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 10742 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 3483 members 
Mstep: Class 10 contains 8797 members 
Mstep: Class 11 contains 2119 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 6252 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 65565 members 
Mstep: Class 19 contains 5683 members 
Mstep: Class 20 contains 158484 members 
Mstep: Class 21 contains 13450 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 22354 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2463 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 16167 members 
Mstep: Class 28 contains 1639 members 
Mstep: Class 29 contains 28937 members 
Mstep: Class 30 contains 5458 members 
Mstep: Class 31 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414104.000000 Penalty: 67481.570312
Iteration 87Q: 32 clusters Score -5.44141e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212368 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 10725 members 
Mstep: Class 4 contains 10192 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 10835 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 8764 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 6255 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 65627 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 158449 members 
Mstep: Class 21 contains 13440 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 22374 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 2326 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 28926 members 
Mstep: Class 30 contains 5469 members 
Mstep: Class 31 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414108.000000 Penalty: 67481.570312
Iteration 88Q: 32 clusters Score -5.441411e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212360 members 
Mstep: Class 2 contains 21291 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 10914 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 8747 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 65706 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 158417 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 22379 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 28942 members 
Mstep: Class 30 contains 5471 members 
Mstep: Class 31 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414268.000000 Penalty: 67481.570312
Iteration 89Q: 32 clusters Score -5.441427e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212346 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 9932 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 10992 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 7430 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 65812 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 158381 members 
Mstep: Class 21 contains 13410 members 
Mstep: Class 22 contains 12050 members 
Mstep: Class 23 contains 22369 members 
Mstep: Class 24 contains 2884 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 28960 members 
Mstep: Class 30 contains 5479 members 
Mstep: Class 31 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414408.000000 Penalty: 67481.570312
Iteration 90Q: 32 clusters Score -5.441441e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212332 members 
Mstep: Class 2 contains 21263 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 65915 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 158348 members 
Mstep: Class 21 contains 13395 members 
Mstep: Class 22 contains 12048 members 
Mstep: Class 23 contains 22369 members 
Mstep: Class 24 contains 2885 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16171 members 
Mstep: Class 28 contains 1643 members 
Mstep: Class 29 contains 28969 members 
Mstep: Class 30 contains 5484 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414556.000000 Penalty: 67481.570312
Iteration 91Q: 32 clusters Score -5.441456e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212321 members 
Mstep: Class 2 contains 21254 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 2777 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 11261 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 8705 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 2634 members 
Mstep: Class 15 contains 6258 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 66041 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 158306 members 
Mstep: Class 21 contains 13382 members 
Mstep: Class 22 contains 12042 members 
Mstep: Class 23 contains 22352 members 
Mstep: Class 24 contains 2890 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 28971 members 
Mstep: Class 30 contains 5484 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54414864.000000 Penalty: 67481.570312
Iteration 92Q: 32 clusters Score -5.441486e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212323 members 
Mstep: Class 2 contains 21248 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 9399 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 11417 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 3507 members 
Mstep: Class 10 contains 8693 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 66138 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 158255 members 
Mstep: Class 21 contains 13359 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 22331 members 
Mstep: Class 24 contains 2896 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 1646 members 
Mstep: Class 29 contains 28964 members 
Mstep: Class 30 contains 5485 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415188.000000 Penalty: 67481.570312
Iteration 93Q: 32 clusters Score -5.441519e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212326 members 
Mstep: Class 2 contains 21243 members 
Mstep: Class 3 contains 10725 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 6258 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 4369 members 
Mstep: Class 18 contains 66215 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 158217 members 
Mstep: Class 21 contains 13333 members 
Mstep: Class 22 contains 12034 members 
Mstep: Class 23 contains 22296 members 
Mstep: Class 24 contains 2904 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16181 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 28963 members 
Mstep: Class 30 contains 5485 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415536.000000 Penalty: 67481.570312
Iteration 94Q: 32 clusters Score -5.441554e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212332 members 
Mstep: Class 2 contains 21237 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 2770 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 6254 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 66274 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 158167 members 
Mstep: Class 21 contains 13299 members 
Mstep: Class 22 contains 12024 members 
Mstep: Class 23 contains 22246 members 
Mstep: Class 24 contains 2909 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16182 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 28962 members 
Mstep: Class 30 contains 5486 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54415848.000000 Penalty: 67481.570312
Iteration 95Q: 32 clusters Score -5.441585e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212313 members 
Mstep: Class 2 contains 21245 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 8680 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 66315 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 158106 members 
Mstep: Class 21 contains 13264 members 
Mstep: Class 22 contains 12003 members 
Mstep: Class 23 contains 22212 members 
Mstep: Class 24 contains 2912 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 28958 members 
Mstep: Class 30 contains 5487 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416220.000000 Penalty: 67481.570312
Iteration 96Q: 32 clusters Score -5.441622e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212290 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2652 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 66345 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 158071 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 11988 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16178 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 28951 members 
Mstep: Class 30 contains 5486 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416456.000000 Penalty: 67481.570312
Iteration 97Q: 32 clusters Score -5.441646e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212263 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 9192 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 12139 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 66336 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 158013 members 
Mstep: Class 21 contains 13191 members 
Mstep: Class 22 contains 11965 members 
Mstep: Class 23 contains 22112 members 
Mstep: Class 24 contains 2921 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16176 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 28966 members 
Mstep: Class 30 contains 5483 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416660.000000 Penalty: 67481.570312
Iteration 98Q: 32 clusters Score -5.441666e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212238 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 10727 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 12253 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 66326 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 157955 members 
Mstep: Class 21 contains 13156 members 
Mstep: Class 22 contains 11947 members 
Mstep: Class 23 contains 22079 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16177 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28959 members 
Mstep: Class 30 contains 5485 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416564.000000 Penalty: 67481.570312
Iteration 99Q: 32 clusters Score -5.441656e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212212 members 
Mstep: Class 2 contains 21247 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 9316 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 12368 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 8637 members 
Mstep: Class 11 contains 2028 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2660 members 
Mstep: Class 15 contains 6272 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 66294 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 157903 members 
Mstep: Class 21 contains 13119 members 
Mstep: Class 22 contains 11935 members 
Mstep: Class 23 contains 22038 members 
Mstep: Class 24 contains 2927 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16182 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28954 members 
Mstep: Class 30 contains 5488 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416612.000000 Penalty: 67481.570312
Iteration 100F: 32 clusters Score -5.441661e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212182 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 9393 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 6279 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 66271 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 157855 members 
Mstep: Class 21 contains 13071 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 22003 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16190 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28934 members 
Mstep: Class 30 contains 5489 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416744.000000 Penalty: 67481.570312
Iteration 101Q: 32 clusters Score -5.441674e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212157 members 
Mstep: Class 2 contains 21255 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 9502 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 12545 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 2025 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 66247 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 157829 members 
Mstep: Class 21 contains 13023 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 21940 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16190 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28919 members 
Mstep: Class 30 contains 5494 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416856.000000 Penalty: 67481.570312
Iteration 102Q: 32 clusters Score -5.441686e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212138 members 
Mstep: Class 2 contains 21255 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 8613 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 7584 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 66233 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 157797 members 
Mstep: Class 21 contains 12979 members 
Mstep: Class 22 contains 11902 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16188 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28906 members 
Mstep: Class 30 contains 5494 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 32 clusters Score -5.44169e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212133 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 9678 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 12664 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 8602 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 6023 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 6285 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 66221 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 157754 members 
Mstep: Class 21 contains 12936 members 
Mstep: Class 22 contains 11892 members 
Mstep: Class 23 contains 21845 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 2329 members 
Mstep: Class 27 contains 16184 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28900 members 
Mstep: Class 30 contains 5496 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 32 clusters Score -5.441692e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212129 members 
Mstep: Class 2 contains 21257 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12707 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3615 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6284 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 66213 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 157723 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 21827 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16184 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28899 members 
Mstep: Class 30 contains 5496 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 32 clusters Score -5.441697e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212126 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 2758 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12736 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 8591 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 16 contains 7608 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 18 contains 66200 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 157700 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 21798 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16183 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28896 members 
Mstep: Class 30 contains 5495 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416968.000000 Penalty: 67481.570312
Iteration 106Q: 32 clusters Score -5.441697e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212121 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12762 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 8590 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 6031 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6291 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 66198 members 
Mstep: Class 19 contains 5683 members 
Mstep: Class 20 contains 157680 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 21760 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16185 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28888 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416944.000000 Penalty: 67481.570312
Iteration 107Q: 32 clusters Score -5.441694e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212117 members 
Mstep: Class 2 contains 21263 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 9889 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 6031 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157667 members 
Mstep: Class 21 contains 12836 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 21728 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16182 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28883 members 
Mstep: Class 30 contains 5490 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416944.000000 Penalty: 67481.570312
Iteration 108Q: 32 clusters Score -5.441694e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212117 members 
Mstep: Class 2 contains 21265 members 
Mstep: Class 3 contains 10736 members 
Mstep: Class 4 contains 9929 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 8572 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 6033 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66192 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 157652 members 
Mstep: Class 21 contains 12819 members 
Mstep: Class 22 contains 11882 members 
Mstep: Class 23 contains 21699 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16185 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28882 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 32 clusters Score -5.441688e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212111 members 
Mstep: Class 2 contains 21271 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 8561 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 12 contains 6036 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7634 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 157643 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 21684 members 
Mstep: Class 24 contains 2931 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16189 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28872 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 32 clusters Score -5.441693e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212101 members 
Mstep: Class 2 contains 21272 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 2011 members 
Mstep: Class 12 contains 6037 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66187 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157631 members 
Mstep: Class 21 contains 12803 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 21679 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16191 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28872 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
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Score: -54416896.000000 Penalty: 67481.570312
Iteration 111Q: 32 clusters Score -5.44169e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212095 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 10733 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66189 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157624 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 11888 members 
Mstep: Class 23 contains 21665 members 
Mstep: Class 24 contains 2934 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16194 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28868 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416936.000000 Penalty: 67481.570312
Iteration 112Q: 32 clusters Score -5.441694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 21286 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3653 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157612 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 21650 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16195 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28868 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416952.000000 Penalty: 67481.570312
Iteration 113Q: 32 clusters Score -5.441695e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 6039 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157602 members 
Mstep: Class 21 contains 12781 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 21642 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16195 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28866 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416944.000000 Penalty: 67481.570312
Iteration 114Q: 32 clusters Score -5.441694e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212094 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66193 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157601 members 
Mstep: Class 21 contains 12776 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 21627 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16197 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28862 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416968.000000 Penalty: 67481.570312
Iteration 115Q: 32 clusters Score -5.441697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212096 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 8507 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66196 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 157600 members 
Mstep: Class 21 contains 12770 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 21616 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16203 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28861 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416948.000000 Penalty: 67481.570312
Iteration 116Q: 32 clusters Score -5.441695e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66199 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 157599 members 
Mstep: Class 21 contains 12761 members 
Mstep: Class 22 contains 11877 members 
Mstep: Class 23 contains 21606 members 
Mstep: Class 24 contains 2934 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16208 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28862 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416932.000000 Penalty: 67481.570312
Iteration 117Q: 32 clusters Score -5.441693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212098 members 
Mstep: Class 2 contains 21289 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 10172 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 66194 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157599 members 
Mstep: Class 21 contains 12756 members 
Mstep: Class 22 contains 11878 members 
Mstep: Class 23 contains 21598 members 
Mstep: Class 24 contains 2934 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16211 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28860 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416944.000000 Penalty: 67481.570312
Iteration 118Q: 32 clusters Score -5.441694e+07 nChanged 50
Entering ConstructFrom: 
Score: -54416944.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (212100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212100 members 
Entering Unmasked Estep 
Score: -18244372.000000 Penalty: 1993.032227
	Iteration 0F: 2 clusters Score -1.824437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -18101892.000000 Penalty: 3986.064453
	Iteration 0F: 3 clusters Score -1.810189e+07 nChanged 102782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -18166734.000000 Penalty: 3986.064453
	Iteration 1F: 3 clusters Score -1.816673e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 125989 members 
Entering Unmasked Estep 
Score: -18172400.000000 Penalty: 3986.064453
	Iteration 2F: 3 clusters Score -1.81724e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -18181642.000000 Penalty: 3986.064453
	Iteration 3F: 3 clusters Score -1.818164e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 150254 members 
Entering Unmasked Estep 
Score: -18193546.000000 Penalty: 3986.064453
	Iteration 4F: 3 clusters Score -1.819355e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 163958 members 
Entering Unmasked Estep 
Score: -18205704.000000 Penalty: 3986.064453
	Iteration 5F: 3 clusters Score -1.82057e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 175650 members 
Entering Unmasked Estep 
Score: -18214782.000000 Penalty: 3986.064453
	Iteration 6F: 3 clusters Score -1.821478e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -18221680.000000 Penalty: 3986.064453
	Iteration 7Q: 3 clusters Score -1.822168e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 192987 members 
Entering Unmasked Estep 
Score: -18227248.000000 Penalty: 3986.064453
	Iteration 8Q: 3 clusters Score -1.822725e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 199466 members 
Entering Unmasked Estep 
Score: -18232174.000000 Penalty: 3986.064453
	Iteration 9Q: 3 clusters Score -1.823217e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 204595 members 
Entering Unmasked Estep 
Score: -18236410.000000 Penalty: 3986.064453
	Iteration 10Q: 3 clusters Score -1.823641e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 208081 members 
Entering Unmasked Estep 
Score: -18239526.000000 Penalty: 3986.064453
	Iteration 11Q: 3 clusters Score -1.823953e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 209986 members 
Entering Unmasked Estep 
Score: -18241344.000000 Penalty: 3986.064453
	Iteration 12Q: 3 clusters Score -1.824134e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 210906 members 
Entering Unmasked Estep 
Score: -18242038.000000 Penalty: 3986.064453
	Iteration 13Q: 3 clusters Score -1.824204e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 211334 members 
Entering Unmasked Estep 
Score: -18242424.000000 Penalty: 3986.064453
	Iteration 14Q: 3 clusters Score -1.824242e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 211513 members 
Entering Unmasked Estep 
Score: -18242612.000000 Penalty: 3986.064453
	Iteration 15Q: 3 clusters Score -1.824261e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 211584 members 
Entering Unmasked Estep 
Score: -18242702.000000 Penalty: 3986.064453
	Iteration 16Q: 3 clusters Score -1.82427e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 211608 members 
Entering Unmasked Estep 
Score: -18242790.000000 Penalty: 3986.064453
	Iteration 17Q: 3 clusters Score -1.824279e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 211616 members 
Entering Unmasked Estep 
Score: -18242854.000000 Penalty: 3986.064453
	Iteration 18Q: 3 clusters Score -1.824285e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 211618 members 
Entering Unmasked Estep 
Score: -18242896.000000 Penalty: 3986.064453
	Iteration 19Q: 3 clusters Score -1.82429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 211624 members 
Entering Unmasked Estep 
Score: -18242906.000000 Penalty: 3986.064453
	Iteration 20F: 3 clusters Score -1.824291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 211624 members 
Entering Unmasked Estep 
Score: -18242922.000000 Penalty: 3986.064453
	Iteration 21Q: 3 clusters Score -1.824292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -18242932.000000 Penalty: 3986.064453
	Iteration 22Q: 3 clusters Score -1.824293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 211629 members 
Entering Unmasked Estep 
Score: -18242936.000000 Penalty: 3986.064453
	Iteration 23Q: 3 clusters Score -1.824294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -18242932.000000 Penalty: 3986.064453
	Iteration 24Q: 3 clusters Score -1.824293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -18242932.000000 Penalty: 3986.064453
	Iteration 25Q: 3 clusters Score -1.824293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -18242940.000000 Penalty: 3986.064453
	Iteration 26Q: 3 clusters Score -1.824294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 211638 members 
Entering Unmasked Estep 
Score: -18242946.000000 Penalty: 3986.064453
	Iteration 27Q: 3 clusters Score -1.824295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 211634 members 
Entering Unmasked Estep 
Score: -18242948.000000 Penalty: 3986.064453
	Iteration 28Q: 3 clusters Score -1.824295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 211633 members 
Entering Unmasked Estep 
Score: -18242942.000000 Penalty: 3986.064453
	Iteration 29Q: 3 clusters Score -1.824294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 211631 members 
Entering Unmasked Estep 
Score: -18242948.000000 Penalty: 3986.064453
	Iteration 30Q: 3 clusters Score -1.824295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 211628 members 
Entering Unmasked Estep 
Score: -18242958.000000 Penalty: 3986.064453
	Iteration 31Q: 3 clusters Score -1.824296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -18242940.000000 Penalty: 3986.064453
	Iteration 32Q: 3 clusters Score -1.824294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 211624 members 
Entering Unmasked Estep 
Score: -18242956.000000 Penalty: 3986.064453
	Iteration 33Q: 3 clusters Score -1.824296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -18242958.000000 Penalty: 3986.064453
	Iteration 34Q: 3 clusters Score -1.824296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -18242968.000000 Penalty: 3986.064453
	Iteration 35Q: 3 clusters Score -1.824297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -18242972.000000 Penalty: 3986.064453
	Iteration 36Q: 3 clusters Score -1.824297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -18242972.000000 Penalty: 3986.064453
	Iteration 37F: 3 clusters Score -1.824297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Entering Unmasked Estep 
Score: -1817999.750000 Penalty: 1619.458496
	Iteration 0F: 2 clusters Score -1818000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1803458.875000 Penalty: 3238.916992
	Iteration 0F: 3 clusters Score -1803459 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1808769.750000 Penalty: 3238.916992
	Iteration 1F: 3 clusters Score -1808770 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1809205.000000 Penalty: 3238.916992
	Iteration 2Q: 3 clusters Score -1809205 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1809721.625000 Penalty: 3238.916992
	Iteration 3Q: 3 clusters Score -1809722 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1810373.125000 Penalty: 3238.916992
	Iteration 4F: 3 clusters Score -1810373 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1811046.375000 Penalty: 3238.916992
	Iteration 5F: 3 clusters Score -1811046 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1811775.250000 Penalty: 3238.916992
	Iteration 6F: 3 clusters Score -1811775 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1812554.250000 Penalty: 3238.916992
	Iteration 7F: 3 clusters Score -1812554 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1813315.625000 Penalty: 3238.916992
	Iteration 8F: 3 clusters Score -1813316 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1813967.750000 Penalty: 3238.916992
	Iteration 9F: 3 clusters Score -1813968 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1814387.625000 Penalty: 3238.916992
	Iteration 10Q: 3 clusters Score -1814388 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1814618.750000 Penalty: 3238.916992
	Iteration 11Q: 3 clusters Score -1814619 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1814749.125000 Penalty: 3238.916992
	Iteration 12Q: 3 clusters Score -1814749 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1814825.250000 Penalty: 3238.916992
	Iteration 13Q: 3 clusters Score -1814825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1814867.000000 Penalty: 3238.916992
	Iteration 14Q: 3 clusters Score -1814867 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1814916.250000 Penalty: 3238.916992
	Iteration 15Q: 3 clusters Score -1814916 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1814944.875000 Penalty: 3238.916992
	Iteration 16Q: 3 clusters Score -1814945 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1814976.750000 Penalty: 3238.916992
	Iteration 17Q: 3 clusters Score -1814977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1815004.250000 Penalty: 3238.916992
	Iteration 18Q: 3 clusters Score -1815004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1815014.500000 Penalty: 3238.916992
	Iteration 19Q: 3 clusters Score -1815014 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1815033.375000 Penalty: 3238.916992
	Iteration 20F: 3 clusters Score -1815033 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1815053.375000 Penalty: 3238.916992
	Iteration 21Q: 3 clusters Score -1815053 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1815078.375000 Penalty: 3238.916992
	Iteration 22Q: 3 clusters Score -1815078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1815097.625000 Penalty: 3238.916992
	Iteration 23Q: 3 clusters Score -1815098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1815119.875000 Penalty: 3238.916992
	Iteration 24Q: 3 clusters Score -1815120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1815146.625000 Penalty: 3238.916992
	Iteration 25Q: 3 clusters Score -1815147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1815179.125000 Penalty: 3238.916992
	Iteration 26Q: 3 clusters Score -1815179 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1815219.500000 Penalty: 3238.916992
	Iteration 27Q: 3 clusters Score -1815220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1815270.500000 Penalty: 3238.916992
	Iteration 28Q: 3 clusters Score -1815270 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1815321.250000 Penalty: 3238.916992
	Iteration 29Q: 3 clusters Score -1815321 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1815397.125000 Penalty: 3238.916992
	Iteration 30Q: 3 clusters Score -1815397 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1815458.875000 Penalty: 3238.916992
	Iteration 31Q: 3 clusters Score -1815459 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1815537.625000 Penalty: 3238.916992
	Iteration 32Q: 3 clusters Score -1815538 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1815639.000000 Penalty: 3238.916992
	Iteration 33Q: 3 clusters Score -1815639 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1815739.500000 Penalty: 3238.916992
	Iteration 34Q: 3 clusters Score -1815740 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1815831.125000 Penalty: 3238.916992
	Iteration 35Q: 3 clusters Score -1815831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1815908.875000 Penalty: 3238.916992
	Iteration 36Q: 3 clusters Score -1815909 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1815972.125000 Penalty: 3238.916992
	Iteration 37Q: 3 clusters Score -1815972 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1816052.000000 Penalty: 3238.916992
	Iteration 38Q: 3 clusters Score -1816052 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1816106.375000 Penalty: 3238.916992
	Iteration 39Q: 3 clusters Score -1816106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1816157.500000 Penalty: 3238.916992
	Iteration 40F: 3 clusters Score -1816158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1816209.625000 Penalty: 3238.916992
	Iteration 41Q: 3 clusters Score -1816210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1816252.250000 Penalty: 3238.916992
	Iteration 42Q: 3 clusters Score -1816252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1816292.375000 Penalty: 3238.916992
	Iteration 43Q: 3 clusters Score -1816292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1816347.375000 Penalty: 3238.916992
	Iteration 44Q: 3 clusters Score -1816347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1816405.625000 Penalty: 3238.916992
	Iteration 45Q: 3 clusters Score -1816406 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1816468.750000 Penalty: 3238.916992
	Iteration 46Q: 3 clusters Score -1816469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1816531.750000 Penalty: 3238.916992
	Iteration 47Q: 3 clusters Score -1816532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1816601.625000 Penalty: 3238.916992
	Iteration 48Q: 3 clusters Score -1816602 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1816692.375000 Penalty: 3238.916992
	Iteration 49Q: 3 clusters Score -1816692 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1816779.125000 Penalty: 3238.916992
	Iteration 50Q: 3 clusters Score -1816779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1816856.625000 Penalty: 3238.916992
	Iteration 51Q: 3 clusters Score -1816857 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1816918.375000 Penalty: 3238.916992
	Iteration 52Q: 3 clusters Score -1816918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1816957.125000 Penalty: 3238.916992
	Iteration 53Q: 3 clusters Score -1816957 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1816992.500000 Penalty: 3238.916992
	Iteration 54Q: 3 clusters Score -1816992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1817016.500000 Penalty: 3238.916992
	Iteration 55Q: 3 clusters Score -1817016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1817038.500000 Penalty: 3238.916992
	Iteration 56Q: 3 clusters Score -1817038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1817057.875000 Penalty: 3238.916992
	Iteration 57Q: 3 clusters Score -1817058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1817062.875000 Penalty: 3238.916992
	Iteration 58Q: 3 clusters Score -1817063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1817069.500000 Penalty: 3238.916992
	Iteration 59Q: 3 clusters Score -1817070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1817078.125000 Penalty: 3238.916992
	Iteration 60F: 3 clusters Score -1817078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -1817084.750000 Penalty: 3238.916992
	Iteration 61Q: 3 clusters Score -1817085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1817094.875000 Penalty: 3238.916992
	Iteration 62Q: 3 clusters Score -1817095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1817096.125000 Penalty: 3238.916992
	Iteration 63Q: 3 clusters Score -1817096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1817092.375000 Penalty: 3238.916992
	Iteration 64Q: 3 clusters Score -1817092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1817098.500000 Penalty: 3238.916992
	Iteration 65Q: 3 clusters Score -1817098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1817100.875000 Penalty: 3238.916992
	Iteration 66Q: 3 clusters Score -1817101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1817106.000000 Penalty: 3238.916992
	Iteration 67Q: 3 clusters Score -1817106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1817107.375000 Penalty: 3238.916992
	Iteration 68Q: 3 clusters Score -1817107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1817105.750000 Penalty: 3238.916992
	Iteration 69Q: 3 clusters Score -1817106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1817104.625000 Penalty: 3238.916992
	Iteration 70Q: 3 clusters Score -1817105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1817103.125000 Penalty: 3238.916992
	Iteration 71Q: 3 clusters Score -1817103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1817103.000000 Penalty: 3238.916992
	Iteration 72Q: 3 clusters Score -1817103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1817102.500000 Penalty: 3238.916992
	Iteration 73Q: 3 clusters Score -1817102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1817107.125000 Penalty: 3238.916992
	Iteration 74Q: 3 clusters Score -1817107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1817102.000000 Penalty: 3238.916992
	Iteration 75Q: 3 clusters Score -1817102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1817104.375000 Penalty: 3238.916992
	Iteration 76Q: 3 clusters Score -1817104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1817103.625000 Penalty: 3238.916992
	Iteration 77Q: 3 clusters Score -1817104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1817100.875000 Penalty: 3238.916992
	Iteration 78Q: 3 clusters Score -1817101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1817105.000000 Penalty: 3238.916992
	Iteration 79Q: 3 clusters Score -1817105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1817109.500000 Penalty: 3238.916992
	Iteration 80F: 3 clusters Score -1817110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1817110.500000 Penalty: 3238.916992
	Iteration 81Q: 3 clusters Score -1817110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1817108.375000 Penalty: 3238.916992
	Iteration 82Q: 3 clusters Score -1817108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1817111.750000 Penalty: 3238.916992
	Iteration 83Q: 3 clusters Score -1817112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1817111.000000 Penalty: 3238.916992
	Iteration 84Q: 3 clusters Score -1817111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1817112.625000 Penalty: 3238.916992
	Iteration 85Q: 3 clusters Score -1817113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1817110.750000 Penalty: 3238.916992
	Iteration 86Q: 3 clusters Score -1817111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1817110.750000 Penalty: 3238.916992
	Iteration 87F: 3 clusters Score -1817111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Entering Unmasked Estep 
Score: -899310.437500 Penalty: 1508.129883
	Iteration 0F: 2 clusters Score -899310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -891746.562500 Penalty: 3016.259766
	Iteration 0F: 3 clusters Score -891746.6 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -894396.875000 Penalty: 3016.259766
	Iteration 1F: 3 clusters Score -894396.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -894840.437500 Penalty: 3016.259766
	Iteration 2F: 3 clusters Score -894840.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -895272.750000 Penalty: 3016.259766
	Iteration 3F: 3 clusters Score -895272.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -895713.750000 Penalty: 3016.259766
	Iteration 4F: 3 clusters Score -895713.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -896185.812500 Penalty: 3016.259766
	Iteration 5F: 3 clusters Score -896185.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -896752.375000 Penalty: 3016.259766
	Iteration 6F: 3 clusters Score -896752.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -897382.562500 Penalty: 3016.259766
	Iteration 7F: 3 clusters Score -897382.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -897928.562500 Penalty: 3016.259766
	Iteration 8F: 3 clusters Score -897928.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -898255.812500 Penalty: 3016.259766
	Iteration 9Q: 3 clusters Score -898255.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -898426.500000 Penalty: 3016.259766
	Iteration 10Q: 3 clusters Score -898426.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -898504.625000 Penalty: 3016.259766
	Iteration 11Q: 3 clusters Score -898504.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -898543.187500 Penalty: 3016.259766
	Iteration 12Q: 3 clusters Score -898543.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -898564.375000 Penalty: 3016.259766
	Iteration 13Q: 3 clusters Score -898564.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -898580.062500 Penalty: 3016.259766
	Iteration 14Q: 3 clusters Score -898580.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -898588.562500 Penalty: 3016.259766
	Iteration 15Q: 3 clusters Score -898588.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -898596.375000 Penalty: 3016.259766
	Iteration 16Q: 3 clusters Score -898596.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -898603.500000 Penalty: 3016.259766
	Iteration 17Q: 3 clusters Score -898603.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -898610.437500 Penalty: 3016.259766
	Iteration 18Q: 3 clusters Score -898610.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -898615.812500 Penalty: 3016.259766
	Iteration 19Q: 3 clusters Score -898615.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -898620.437500 Penalty: 3016.259766
	Iteration 20F: 3 clusters Score -898620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -898624.687500 Penalty: 3016.259766
	Iteration 21Q: 3 clusters Score -898624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -898631.187500 Penalty: 3016.259766
	Iteration 22Q: 3 clusters Score -898631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -898632.562500 Penalty: 3016.259766
	Iteration 23Q: 3 clusters Score -898632.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -898630.687500 Penalty: 3016.259766
	Iteration 24Q: 3 clusters Score -898630.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -898638.500000 Penalty: 3016.259766
	Iteration 25Q: 3 clusters Score -898638.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -898635.625000 Penalty: 3016.259766
	Iteration 26Q: 3 clusters Score -898635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -898639.500000 Penalty: 3016.259766
	Iteration 27Q: 3 clusters Score -898639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -898637.250000 Penalty: 3016.259766
	Iteration 28Q: 3 clusters Score -898637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -898637.750000 Penalty: 3016.259766
	Iteration 29Q: 3 clusters Score -898637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -898637.937500 Penalty: 3016.259766
	Iteration 30Q: 3 clusters Score -898637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -898640.375000 Penalty: 3016.259766
	Iteration 31Q: 3 clusters Score -898640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -898640.875000 Penalty: 3016.259766
	Iteration 32Q: 3 clusters Score -898640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -898640.250000 Penalty: 3016.259766
	Iteration 33Q: 3 clusters Score -898640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -898641.062500 Penalty: 3016.259766
	Iteration 34Q: 3 clusters Score -898641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -898639.625000 Penalty: 3016.259766
	Iteration 35Q: 3 clusters Score -898639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -898643.000000 Penalty: 3016.259766
	Iteration 36Q: 3 clusters Score -898643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -898646.125000 Penalty: 3016.259766
	Iteration 37Q: 3 clusters Score -898646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -898644.562500 Penalty: 3016.259766
	Iteration 38Q: 3 clusters Score -898644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -898644.562500 Penalty: 3016.259766
	Iteration 39F: 3 clusters Score -898644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -882597.312500 Penalty: 1499.706909
	Iteration 0F: 2 clusters Score -882597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -875371.375000 Penalty: 2999.413818
	Iteration 0F: 3 clusters Score -875371.4 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -877664.000000 Penalty: 2999.413818
	Iteration 1F: 3 clusters Score -877664 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -877920.187500 Penalty: 2999.413818
	Iteration 2F: 3 clusters Score -877920.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -878191.187500 Penalty: 2999.413818
	Iteration 3F: 3 clusters Score -878191.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -878475.625000 Penalty: 2999.413818
	Iteration 4F: 3 clusters Score -878475.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -878788.875000 Penalty: 2999.413818
	Iteration 5F: 3 clusters Score -878788.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -879156.375000 Penalty: 2999.413818
	Iteration 6F: 3 clusters Score -879156.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -879560.187500 Penalty: 2999.413818
	Iteration 7F: 3 clusters Score -879560.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -879939.187500 Penalty: 2999.413818
	Iteration 8Q: 3 clusters Score -879939.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -880313.437500 Penalty: 2999.413818
	Iteration 9Q: 3 clusters Score -880313.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -880599.312500 Penalty: 2999.413818
	Iteration 10Q: 3 clusters Score -880599.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -880820.937500 Penalty: 2999.413818
	Iteration 11Q: 3 clusters Score -880820.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -880983.125000 Penalty: 2999.413818
	Iteration 12Q: 3 clusters Score -880983.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -881080.937500 Penalty: 2999.413818
	Iteration 13Q: 3 clusters Score -881080.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -881163.187500 Penalty: 2999.413818
	Iteration 14Q: 3 clusters Score -881163.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -881200.375000 Penalty: 2999.413818
	Iteration 15Q: 3 clusters Score -881200.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -881224.312500 Penalty: 2999.413818
	Iteration 16Q: 3 clusters Score -881224.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -881243.312500 Penalty: 2999.413818
	Iteration 17Q: 3 clusters Score -881243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -881255.812500 Penalty: 2999.413818
	Iteration 18Q: 3 clusters Score -881255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -881259.687500 Penalty: 2999.413818
	Iteration 19Q: 3 clusters Score -881259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -881259.625000 Penalty: 2999.413818
	Iteration 20F: 3 clusters Score -881259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -226725.218750 Penalty: 1286.658813
	Iteration 0F: 2 clusters Score -226725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -224142.921875 Penalty: 2573.317627
	Iteration 0F: 3 clusters Score -224142.9 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -224798.687500 Penalty: 2573.317627
	Iteration 1F: 3 clusters Score -224798.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -224947.125000 Penalty: 2573.317627
	Iteration 2F: 3 clusters Score -224947.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -225046.703125 Penalty: 2573.317627
	Iteration 3F: 3 clusters Score -225046.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225117.046875 Penalty: 2573.317627
	Iteration 4Q: 3 clusters Score -225117 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -225178.609375 Penalty: 2573.317627
	Iteration 5Q: 3 clusters Score -225178.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -225225.156250 Penalty: 2573.317627
	Iteration 6Q: 3 clusters Score -225225.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225269.359375 Penalty: 2573.317627
	Iteration 7Q: 3 clusters Score -225269.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -225316.421875 Penalty: 2573.317627
	Iteration 8Q: 3 clusters Score -225316.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225372.593750 Penalty: 2573.317627
	Iteration 9Q: 3 clusters Score -225372.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225423.609375 Penalty: 2573.317627
	Iteration 10Q: 3 clusters Score -225423.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -225482.984375 Penalty: 2573.317627
	Iteration 11Q: 3 clusters Score -225483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -225519.781250 Penalty: 2573.317627
	Iteration 12Q: 3 clusters Score -225519.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -225546.703125 Penalty: 2573.317627
	Iteration 13Q: 3 clusters Score -225546.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -225566.828125 Penalty: 2573.317627
	Iteration 14Q: 3 clusters Score -225566.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -225580.984375 Penalty: 2573.317627
	Iteration 15Q: 3 clusters Score -225581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -225596.062500 Penalty: 2573.317627
	Iteration 16Q: 3 clusters Score -225596.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -225608.718750 Penalty: 2573.317627
	Iteration 17Q: 3 clusters Score -225608.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -225627.859375 Penalty: 2573.317627
	Iteration 18Q: 3 clusters Score -225627.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225646.859375 Penalty: 2573.317627
	Iteration 19Q: 3 clusters Score -225646.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225661.343750 Penalty: 2573.317627
	Iteration 20F: 3 clusters Score -225661.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225672.765625 Penalty: 2573.317627
	Iteration 21Q: 3 clusters Score -225672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -225679.265625 Penalty: 2573.317627
	Iteration 22Q: 3 clusters Score -225679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225686.265625 Penalty: 2573.317627
	Iteration 23Q: 3 clusters Score -225686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225691.203125 Penalty: 2573.317627
	Iteration 24Q: 3 clusters Score -225691.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225701.578125 Penalty: 2573.317627
	Iteration 25Q: 3 clusters Score -225701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -225710.640625 Penalty: 2573.317627
	Iteration 26Q: 3 clusters Score -225710.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225720.031250 Penalty: 2573.317627
	Iteration 27Q: 3 clusters Score -225720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -225728.343750 Penalty: 2573.317627
	Iteration 28Q: 3 clusters Score -225728.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -225734.265625 Penalty: 2573.317627
	Iteration 29Q: 3 clusters Score -225734.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225739.281250 Penalty: 2573.317627
	Iteration 30Q: 3 clusters Score -225739.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -225748.000000 Penalty: 2573.317627
	Iteration 31Q: 3 clusters Score -225748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -225753.265625 Penalty: 2573.317627
	Iteration 32Q: 3 clusters Score -225753.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -225758.312500 Penalty: 2573.317627
	Iteration 33Q: 3 clusters Score -225758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -225762.875000 Penalty: 2573.317627
	Iteration 34Q: 3 clusters Score -225762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -225767.765625 Penalty: 2573.317627
	Iteration 35Q: 3 clusters Score -225767.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -225773.140625 Penalty: 2573.317627
	Iteration 36Q: 3 clusters Score -225773.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -225778.875000 Penalty: 2573.317627
	Iteration 37Q: 3 clusters Score -225778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225781.859375 Penalty: 2573.317627
	Iteration 38Q: 3 clusters Score -225781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225783.343750 Penalty: 2573.317627
	Iteration 39Q: 3 clusters Score -225783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -225783.890625 Penalty: 2573.317627
	Iteration 40F: 3 clusters Score -225783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -225785.828125 Penalty: 2573.317627
	Iteration 41Q: 3 clusters Score -225785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -225787.000000 Penalty: 2573.317627
	Iteration 42Q: 3 clusters Score -225787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -225787.609375 Penalty: 2573.317627
	Iteration 43Q: 3 clusters Score -225787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -225787.500000 Penalty: 2573.317627
	Iteration 44Q: 3 clusters Score -225787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -225787.796875 Penalty: 2573.317627
	Iteration 45Q: 3 clusters Score -225787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -225787.796875 Penalty: 2573.317627
	Iteration 46F: 3 clusters Score -225787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -152594.109375 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -152594.1 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 975 members 
Entering Unmasked Estep 
Score: -150566.984375 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -150567 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -151006.484375 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -151006.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -151113.515625 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -151113.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -151176.015625 Penalty: 2450.874512
	Iteration 3Q: 3 clusters Score -151176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -151233.750000 Penalty: 2450.874512
	Iteration 4Q: 3 clusters Score -151233.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -151281.953125 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -151282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -151329.265625 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -151329.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -151403.921875 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -151403.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -151480.984375 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -151481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -151566.234375 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -151566.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -151695.562500 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -151695.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -151812.703125 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -151812.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -151907.296875 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -151907.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -151992.250000 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -151992.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152062.109375 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -152062.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -152144.968750 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -152145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152223.390625 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -152223.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -152265.656250 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -152265.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -152286.109375 Penalty: 2450.874512
	Iteration 18Q: 3 clusters Score -152286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -152300.515625 Penalty: 2450.874512
	Iteration 19Q: 3 clusters Score -152300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -152305.796875 Penalty: 2450.874512
	Iteration 20F: 3 clusters Score -152305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -152309.500000 Penalty: 2450.874512
	Iteration 21Q: 3 clusters Score -152309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152311.328125 Penalty: 2450.874512
	Iteration 22Q: 3 clusters Score -152311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -152312.343750 Penalty: 2450.874512
	Iteration 23Q: 3 clusters Score -152312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -152312.812500 Penalty: 2450.874512
	Iteration 24Q: 3 clusters Score -152312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152314.359375 Penalty: 2450.874512
	Iteration 25Q: 3 clusters Score -152314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -152314.796875 Penalty: 2450.874512
	Iteration 26Q: 3 clusters Score -152314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152315.359375 Penalty: 2450.874512
	Iteration 27Q: 3 clusters Score -152315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152315.359375 Penalty: 2450.874512
	Iteration 28F: 3 clusters Score -152315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -1090772.125000 Penalty: 1536.630005
	Iteration 0F: 2 clusters Score -1090772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1081779.000000 Penalty: 3073.260010
	Iteration 0F: 3 clusters Score -1081779 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1084883.375000 Penalty: 3073.260010
	Iteration 1F: 3 clusters Score -1084883 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1085203.250000 Penalty: 3073.260010
	Iteration 2F: 3 clusters Score -1085203 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1085545.750000 Penalty: 3073.260010
	Iteration 3F: 3 clusters Score -1085546 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1085935.750000 Penalty: 3073.260010
	Iteration 4F: 3 clusters Score -1085936 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1086377.250000 Penalty: 3073.260010
	Iteration 5F: 3 clusters Score -1086377 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1086863.250000 Penalty: 3073.260010
	Iteration 6F: 3 clusters Score -1086863 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1087258.125000 Penalty: 3073.260010
	Iteration 7F: 3 clusters Score -1087258 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1087547.500000 Penalty: 3073.260010
	Iteration 8Q: 3 clusters Score -1087548 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1087742.125000 Penalty: 3073.260010
	Iteration 9Q: 3 clusters Score -1087742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1087911.125000 Penalty: 3073.260010
	Iteration 10Q: 3 clusters Score -1087911 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1088052.750000 Penalty: 3073.260010
	Iteration 11Q: 3 clusters Score -1088053 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1088160.125000 Penalty: 3073.260010
	Iteration 12Q: 3 clusters Score -1088160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1088251.500000 Penalty: 3073.260010
	Iteration 13Q: 3 clusters Score -1088252 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1088327.375000 Penalty: 3073.260010
	Iteration 14Q: 3 clusters Score -1088327 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1088394.125000 Penalty: 3073.260010
	Iteration 15Q: 3 clusters Score -1088394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1088464.375000 Penalty: 3073.260010
	Iteration 16Q: 3 clusters Score -1088464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1088534.875000 Penalty: 3073.260010
	Iteration 17Q: 3 clusters Score -1088535 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1088616.875000 Penalty: 3073.260010
	Iteration 18Q: 3 clusters Score -1088617 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1088709.500000 Penalty: 3073.260010
	Iteration 19Q: 3 clusters Score -1088710 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1088817.000000 Penalty: 3073.260010
	Iteration 20F: 3 clusters Score -1088817 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1088919.250000 Penalty: 3073.260010
	Iteration 21Q: 3 clusters Score -1088919 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1089015.500000 Penalty: 3073.260010
	Iteration 22Q: 3 clusters Score -1089016 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1089127.125000 Penalty: 3073.260010
	Iteration 23Q: 3 clusters Score -1089127 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1089216.125000 Penalty: 3073.260010
	Iteration 24Q: 3 clusters Score -1089216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1089292.000000 Penalty: 3073.260010
	Iteration 25Q: 3 clusters Score -1089292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1089351.750000 Penalty: 3073.260010
	Iteration 26Q: 3 clusters Score -1089352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1089412.375000 Penalty: 3073.260010
	Iteration 27Q: 3 clusters Score -1089412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1089445.000000 Penalty: 3073.260010
	Iteration 28Q: 3 clusters Score -1089445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1089479.500000 Penalty: 3073.260010
	Iteration 29Q: 3 clusters Score -1089480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1089507.000000 Penalty: 3073.260010
	Iteration 30Q: 3 clusters Score -1089507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1089534.000000 Penalty: 3073.260010
	Iteration 31Q: 3 clusters Score -1089534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1089568.625000 Penalty: 3073.260010
	Iteration 32Q: 3 clusters Score -1089569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1089597.375000 Penalty: 3073.260010
	Iteration 33Q: 3 clusters Score -1089597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1089625.250000 Penalty: 3073.260010
	Iteration 34Q: 3 clusters Score -1089625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1089648.375000 Penalty: 3073.260010
	Iteration 35Q: 3 clusters Score -1089648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1089675.750000 Penalty: 3073.260010
	Iteration 36Q: 3 clusters Score -1089676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1089710.500000 Penalty: 3073.260010
	Iteration 37Q: 3 clusters Score -1089710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1089733.500000 Penalty: 3073.260010
	Iteration 38Q: 3 clusters Score -1089734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1089770.250000 Penalty: 3073.260010
	Iteration 39Q: 3 clusters Score -1089770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1089822.625000 Penalty: 3073.260010
	Iteration 40F: 3 clusters Score -1089823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1089885.250000 Penalty: 3073.260010
	Iteration 41Q: 3 clusters Score -1089885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1089930.125000 Penalty: 3073.260010
	Iteration 42Q: 3 clusters Score -1089930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1089953.875000 Penalty: 3073.260010
	Iteration 43Q: 3 clusters Score -1089954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1089967.125000 Penalty: 3073.260010
	Iteration 44Q: 3 clusters Score -1089967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1089979.000000 Penalty: 3073.260010
	Iteration 45Q: 3 clusters Score -1089979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1089991.375000 Penalty: 3073.260010
	Iteration 46Q: 3 clusters Score -1089991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1089998.875000 Penalty: 3073.260010
	Iteration 47Q: 3 clusters Score -1089999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1090001.875000 Penalty: 3073.260010
	Iteration 48Q: 3 clusters Score -1090002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1090001.625000 Penalty: 3073.260010
	Iteration 49Q: 3 clusters Score -1090002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1090001.625000 Penalty: 3073.260010
	Iteration 50F: 3 clusters Score -1090002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -206938.625000 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -206938.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -204404.406250 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -204404.4 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205101.468750 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -205101.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -205268.078125 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -205268.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -205356.500000 Penalty: 2584.828613
	Iteration 3F: 3 clusters Score -205356.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -205424.656250 Penalty: 2584.828613
	Iteration 4Q: 3 clusters Score -205424.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -205479.671875 Penalty: 2584.828613
	Iteration 5Q: 3 clusters Score -205479.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -205533.734375 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -205533.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -205580.406250 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -205580.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -205612.281250 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -205612.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -205643.828125 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -205643.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -205671.453125 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -205671.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -205702.000000 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -205702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -205738.375000 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -205738.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -205776.828125 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -205776.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -205820.546875 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -205820.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -205852.750000 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -205852.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -205883.406250 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -205883.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -205923.562500 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -205923.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -205946.625000 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -205946.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -205962.140625 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -205962.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -205981.593750 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -205981.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -206000.765625 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -206000.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -206019.390625 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -206019.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -206037.046875 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -206037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -206057.593750 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -206057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -206076.812500 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -206076.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -206093.062500 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -206093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -206113.375000 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -206113.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -206135.062500 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -206135.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -206153.281250 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -206153.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -206176.953125 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -206177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -206189.984375 Penalty: 2584.828613
	Iteration 31Q: 3 clusters Score -206190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -206198.171875 Penalty: 2584.828613
	Iteration 32Q: 3 clusters Score -206198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -206203.890625 Penalty: 2584.828613
	Iteration 33Q: 3 clusters Score -206203.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -206210.156250 Penalty: 2584.828613
	Iteration 34Q: 3 clusters Score -206210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -206214.562500 Penalty: 2584.828613
	Iteration 35Q: 3 clusters Score -206214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -206217.859375 Penalty: 2584.828613
	Iteration 36Q: 3 clusters Score -206217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -206222.937500 Penalty: 2584.828613
	Iteration 37Q: 3 clusters Score -206222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -206230.937500 Penalty: 2584.828613
	Iteration 38Q: 3 clusters Score -206230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -206236.640625 Penalty: 2584.828613
	Iteration 39Q: 3 clusters Score -206236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -206240.531250 Penalty: 2584.828613
	Iteration 40F: 3 clusters Score -206240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -206245.437500 Penalty: 2584.828613
	Iteration 41Q: 3 clusters Score -206245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -206250.562500 Penalty: 2584.828613
	Iteration 42Q: 3 clusters Score -206250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -206255.984375 Penalty: 2584.828613
	Iteration 43Q: 3 clusters Score -206256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -206260.281250 Penalty: 2584.828613
	Iteration 44Q: 3 clusters Score -206260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -206263.046875 Penalty: 2584.828613
	Iteration 45Q: 3 clusters Score -206263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -206266.312500 Penalty: 2584.828613
	Iteration 46Q: 3 clusters Score -206266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -206271.921875 Penalty: 2584.828613
	Iteration 47Q: 3 clusters Score -206271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -206278.750000 Penalty: 2584.828613
	Iteration 48Q: 3 clusters Score -206278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -206288.843750 Penalty: 2584.828613
	Iteration 49Q: 3 clusters Score -206288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -206307.578125 Penalty: 2584.828613
	Iteration 50Q: 3 clusters Score -206307.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -206329.062500 Penalty: 2584.828613
	Iteration 51Q: 3 clusters Score -206329.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -206351.875000 Penalty: 2584.828613
	Iteration 52Q: 3 clusters Score -206351.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -206368.515625 Penalty: 2584.828613
	Iteration 53Q: 3 clusters Score -206368.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -206387.500000 Penalty: 2584.828613
	Iteration 54Q: 3 clusters Score -206387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -206411.515625 Penalty: 2584.828613
	Iteration 55Q: 3 clusters Score -206411.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -206433.125000 Penalty: 2584.828613
	Iteration 56Q: 3 clusters Score -206433.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -206453.015625 Penalty: 2584.828613
	Iteration 57Q: 3 clusters Score -206453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -206462.937500 Penalty: 2584.828613
	Iteration 58Q: 3 clusters Score -206462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -206467.265625 Penalty: 2584.828613
	Iteration 59Q: 3 clusters Score -206467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -206472.468750 Penalty: 2584.828613
	Iteration 60F: 3 clusters Score -206472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -206476.343750 Penalty: 2584.828613
	Iteration 61Q: 3 clusters Score -206476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -206478.609375 Penalty: 2584.828613
	Iteration 62Q: 3 clusters Score -206478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -206480.343750 Penalty: 2584.828613
	Iteration 63Q: 3 clusters Score -206480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -206480.656250 Penalty: 2584.828613
	Iteration 64Q: 3 clusters Score -206480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -206480.656250 Penalty: 2584.828613
	Iteration 65F: 3 clusters Score -206480.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -307058.062500 Penalty: 1334.762573
	Iteration 0F: 2 clusters Score -307058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -303888.968750 Penalty: 2669.525146
	Iteration 0F: 3 clusters Score -303889 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -304675.718750 Penalty: 2669.525146
	Iteration 1F: 3 clusters Score -304675.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -304857.406250 Penalty: 2669.525146
	Iteration 2F: 3 clusters Score -304857.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -304977.468750 Penalty: 2669.525146
	Iteration 3F: 3 clusters Score -304977.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -305048.093750 Penalty: 2669.525146
	Iteration 4Q: 3 clusters Score -305048.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -305107.906250 Penalty: 2669.525146
	Iteration 5Q: 3 clusters Score -305107.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -305155.500000 Penalty: 2669.525146
	Iteration 6Q: 3 clusters Score -305155.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -305197.531250 Penalty: 2669.525146
	Iteration 7Q: 3 clusters Score -305197.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -305234.718750 Penalty: 2669.525146
	Iteration 8Q: 3 clusters Score -305234.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -305268.812500 Penalty: 2669.525146
	Iteration 9Q: 3 clusters Score -305268.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -305303.062500 Penalty: 2669.525146
	Iteration 10Q: 3 clusters Score -305303.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -305349.937500 Penalty: 2669.525146
	Iteration 11Q: 3 clusters Score -305349.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -305405.156250 Penalty: 2669.525146
	Iteration 12Q: 3 clusters Score -305405.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -305459.000000 Penalty: 2669.525146
	Iteration 13Q: 3 clusters Score -305459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -305531.156250 Penalty: 2669.525146
	Iteration 14Q: 3 clusters Score -305531.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -305596.375000 Penalty: 2669.525146
	Iteration 15Q: 3 clusters Score -305596.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -305649.031250 Penalty: 2669.525146
	Iteration 16Q: 3 clusters Score -305649 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -305710.218750 Penalty: 2669.525146
	Iteration 17Q: 3 clusters Score -305710.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -305768.437500 Penalty: 2669.525146
	Iteration 18Q: 3 clusters Score -305768.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -305811.062500 Penalty: 2669.525146
	Iteration 19Q: 3 clusters Score -305811.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -305854.750000 Penalty: 2669.525146
	Iteration 20F: 3 clusters Score -305854.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -305888.500000 Penalty: 2669.525146
	Iteration 21Q: 3 clusters Score -305888.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -305909.281250 Penalty: 2669.525146
	Iteration 22Q: 3 clusters Score -305909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -305924.500000 Penalty: 2669.525146
	Iteration 23Q: 3 clusters Score -305924.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -305933.781250 Penalty: 2669.525146
	Iteration 24Q: 3 clusters Score -305933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -305938.531250 Penalty: 2669.525146
	Iteration 25Q: 3 clusters Score -305938.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -305943.843750 Penalty: 2669.525146
	Iteration 26Q: 3 clusters Score -305943.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -305952.531250 Penalty: 2669.525146
	Iteration 27Q: 3 clusters Score -305952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -305961.468750 Penalty: 2669.525146
	Iteration 28Q: 3 clusters Score -305961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -305967.562500 Penalty: 2669.525146
	Iteration 29Q: 3 clusters Score -305967.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -305973.031250 Penalty: 2669.525146
	Iteration 30Q: 3 clusters Score -305973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -305978.937500 Penalty: 2669.525146
	Iteration 31Q: 3 clusters Score -305978.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -305986.125000 Penalty: 2669.525146
	Iteration 32Q: 3 clusters Score -305986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -305993.625000 Penalty: 2669.525146
	Iteration 33Q: 3 clusters Score -305993.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -306005.656250 Penalty: 2669.525146
	Iteration 34Q: 3 clusters Score -306005.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -306012.343750 Penalty: 2669.525146
	Iteration 35Q: 3 clusters Score -306012.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -306017.343750 Penalty: 2669.525146
	Iteration 36Q: 3 clusters Score -306017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -306020.562500 Penalty: 2669.525146
	Iteration 37Q: 3 clusters Score -306020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -306024.937500 Penalty: 2669.525146
	Iteration 38Q: 3 clusters Score -306024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -306032.312500 Penalty: 2669.525146
	Iteration 39Q: 3 clusters Score -306032.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -306036.156250 Penalty: 2669.525146
	Iteration 40F: 3 clusters Score -306036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -306039.562500 Penalty: 2669.525146
	Iteration 41Q: 3 clusters Score -306039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -306044.812500 Penalty: 2669.525146
	Iteration 42Q: 3 clusters Score -306044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -306050.937500 Penalty: 2669.525146
	Iteration 43Q: 3 clusters Score -306050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -306054.593750 Penalty: 2669.525146
	Iteration 44Q: 3 clusters Score -306054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -306057.750000 Penalty: 2669.525146
	Iteration 45Q: 3 clusters Score -306057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -306059.156250 Penalty: 2669.525146
	Iteration 46Q: 3 clusters Score -306059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -306060.750000 Penalty: 2669.525146
	Iteration 47Q: 3 clusters Score -306060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -306062.437500 Penalty: 2669.525146
	Iteration 48Q: 3 clusters Score -306062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -306064.031250 Penalty: 2669.525146
	Iteration 49Q: 3 clusters Score -306064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -306064.718750 Penalty: 2669.525146
	Iteration 50Q: 3 clusters Score -306064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -306064.593750 Penalty: 2669.525146
	Iteration 51Q: 3 clusters Score -306064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -306064.593750 Penalty: 2669.525146
	Iteration 52F: 3 clusters Score -306064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -731615.625000 Penalty: 1469.945679
	Iteration 0F: 2 clusters Score -731615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -725432.937500 Penalty: 2939.891357
	Iteration 0F: 3 clusters Score -725432.9 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -727401.000000 Penalty: 2939.891357
	Iteration 1F: 3 clusters Score -727401 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -727666.687500 Penalty: 2939.891357
	Iteration 2F: 3 clusters Score -727666.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -727842.312500 Penalty: 2939.891357
	Iteration 3Q: 3 clusters Score -727842.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -728003.750000 Penalty: 2939.891357
	Iteration 4Q: 3 clusters Score -728003.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -728170.437500 Penalty: 2939.891357
	Iteration 5Q: 3 clusters Score -728170.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -728365.062500 Penalty: 2939.891357
	Iteration 6Q: 3 clusters Score -728365.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -728596.187500 Penalty: 2939.891357
	Iteration 7Q: 3 clusters Score -728596.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -728855.625000 Penalty: 2939.891357
	Iteration 8Q: 3 clusters Score -728855.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -729138.625000 Penalty: 2939.891357
	Iteration 9Q: 3 clusters Score -729138.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -729397.750000 Penalty: 2939.891357
	Iteration 10Q: 3 clusters Score -729397.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -729600.562500 Penalty: 2939.891357
	Iteration 11Q: 3 clusters Score -729600.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -729798.812500 Penalty: 2939.891357
	Iteration 12Q: 3 clusters Score -729798.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -729955.937500 Penalty: 2939.891357
	Iteration 13Q: 3 clusters Score -729955.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -730076.250000 Penalty: 2939.891357
	Iteration 14Q: 3 clusters Score -730076.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -730170.375000 Penalty: 2939.891357
	Iteration 15Q: 3 clusters Score -730170.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -730235.937500 Penalty: 2939.891357
	Iteration 16Q: 3 clusters Score -730235.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -730279.000000 Penalty: 2939.891357
	Iteration 17Q: 3 clusters Score -730279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -730306.250000 Penalty: 2939.891357
	Iteration 18Q: 3 clusters Score -730306.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -730325.437500 Penalty: 2939.891357
	Iteration 19Q: 3 clusters Score -730325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -730331.500000 Penalty: 2939.891357
	Iteration 20F: 3 clusters Score -730331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -730341.500000 Penalty: 2939.891357
	Iteration 21Q: 3 clusters Score -730341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -730346.562500 Penalty: 2939.891357
	Iteration 22Q: 3 clusters Score -730346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -730351.000000 Penalty: 2939.891357
	Iteration 23Q: 3 clusters Score -730351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -730358.437500 Penalty: 2939.891357
	Iteration 24Q: 3 clusters Score -730358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -730364.437500 Penalty: 2939.891357
	Iteration 25Q: 3 clusters Score -730364.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -730369.937500 Penalty: 2939.891357
	Iteration 26Q: 3 clusters Score -730369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -730371.812500 Penalty: 2939.891357
	Iteration 27Q: 3 clusters Score -730371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -730374.187500 Penalty: 2939.891357
	Iteration 28Q: 3 clusters Score -730374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -730375.000000 Penalty: 2939.891357
	Iteration 29Q: 3 clusters Score -730375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -730375.000000 Penalty: 2939.891357
	Iteration 30F: 3 clusters Score -730375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -162763.593750 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -162763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160635.109375 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -160635.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -161150.296875 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -161150.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161258.250000 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -161258.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161319.328125 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -161319.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -161363.703125 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -161363.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161400.312500 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -161400.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161430.125000 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -161430.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161447.500000 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -161447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -161456.437500 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -161456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161465.875000 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -161465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -161473.218750 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -161473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161479.203125 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -161479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161484.375000 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -161484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161485.875000 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -161485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -161487.625000 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -161487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161489.109375 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -161489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161490.234375 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -161490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -161490.234375 Penalty: 2471.428711
	Iteration 17F: 3 clusters Score -161490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -512376.093750 Penalty: 1414.723999
	Iteration 0F: 2 clusters Score -512376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -507746.500000 Penalty: 2829.447998
	Iteration 0F: 3 clusters Score -507746.5 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -509058.500000 Penalty: 2829.447998
	Iteration 1F: 3 clusters Score -509058.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -509283.625000 Penalty: 2829.447998
	Iteration 2F: 3 clusters Score -509283.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -509465.437500 Penalty: 2829.447998
	Iteration 3F: 3 clusters Score -509465.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -509608.218750 Penalty: 2829.447998
	Iteration 4Q: 3 clusters Score -509608.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -509764.593750 Penalty: 2829.447998
	Iteration 5Q: 3 clusters Score -509764.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -509932.718750 Penalty: 2829.447998
	Iteration 6Q: 3 clusters Score -509932.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -510095.062500 Penalty: 2829.447998
	Iteration 7Q: 3 clusters Score -510095.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -510249.625000 Penalty: 2829.447998
	Iteration 8Q: 3 clusters Score -510249.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -510386.843750 Penalty: 2829.447998
	Iteration 9Q: 3 clusters Score -510386.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -510520.812500 Penalty: 2829.447998
	Iteration 10Q: 3 clusters Score -510520.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -510643.968750 Penalty: 2829.447998
	Iteration 11Q: 3 clusters Score -510644 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -510758.031250 Penalty: 2829.447998
	Iteration 12Q: 3 clusters Score -510758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -510857.968750 Penalty: 2829.447998
	Iteration 13Q: 3 clusters Score -510858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -510929.031250 Penalty: 2829.447998
	Iteration 14Q: 3 clusters Score -510929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -510974.656250 Penalty: 2829.447998
	Iteration 15Q: 3 clusters Score -510974.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -511008.312500 Penalty: 2829.447998
	Iteration 16Q: 3 clusters Score -511008.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -511029.843750 Penalty: 2829.447998
	Iteration 17Q: 3 clusters Score -511029.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -511049.531250 Penalty: 2829.447998
	Iteration 18Q: 3 clusters Score -511049.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -511073.468750 Penalty: 2829.447998
	Iteration 19Q: 3 clusters Score -511073.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -511099.593750 Penalty: 2829.447998
	Iteration 20F: 3 clusters Score -511099.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -511121.812500 Penalty: 2829.447998
	Iteration 21Q: 3 clusters Score -511121.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -511143.125000 Penalty: 2829.447998
	Iteration 22Q: 3 clusters Score -511143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -511161.062500 Penalty: 2829.447998
	Iteration 23Q: 3 clusters Score -511161.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -511177.656250 Penalty: 2829.447998
	Iteration 24Q: 3 clusters Score -511177.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -511192.093750 Penalty: 2829.447998
	Iteration 25Q: 3 clusters Score -511192.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -511200.656250 Penalty: 2829.447998
	Iteration 26Q: 3 clusters Score -511200.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -511213.312500 Penalty: 2829.447998
	Iteration 27Q: 3 clusters Score -511213.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -511224.750000 Penalty: 2829.447998
	Iteration 28Q: 3 clusters Score -511224.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -511233.812500 Penalty: 2829.447998
	Iteration 29Q: 3 clusters Score -511233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -511241.906250 Penalty: 2829.447998
	Iteration 30Q: 3 clusters Score -511241.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -511249.875000 Penalty: 2829.447998
	Iteration 31Q: 3 clusters Score -511249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -511255.250000 Penalty: 2829.447998
	Iteration 32Q: 3 clusters Score -511255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -511259.343750 Penalty: 2829.447998
	Iteration 33Q: 3 clusters Score -511259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -511260.781250 Penalty: 2829.447998
	Iteration 34Q: 3 clusters Score -511260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -511262.062500 Penalty: 2829.447998
	Iteration 35Q: 3 clusters Score -511262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -511262.625000 Penalty: 2829.447998
	Iteration 36Q: 3 clusters Score -511262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -511262.156250 Penalty: 2829.447998
	Iteration 37Q: 3 clusters Score -511262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -511262.156250 Penalty: 2829.447998
	Iteration 38Q: 3 clusters Score -511262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -511263.750000 Penalty: 2829.447998
	Iteration 39Q: 3 clusters Score -511263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -511265.031250 Penalty: 2829.447998
	Iteration 40F: 3 clusters Score -511265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -511265.281250 Penalty: 2829.447998
	Iteration 41Q: 3 clusters Score -511265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -511265.250000 Penalty: 2829.447998
	Iteration 42Q: 3 clusters Score -511265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -511266.281250 Penalty: 2829.447998
	Iteration 43Q: 3 clusters Score -511266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -511265.687500 Penalty: 2829.447998
	Iteration 44Q: 3 clusters Score -511265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -511266.875000 Penalty: 2829.447998
	Iteration 45Q: 3 clusters Score -511266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -511267.406250 Penalty: 2829.447998
	Iteration 46Q: 3 clusters Score -511267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -511267.406250 Penalty: 2829.447998
	Iteration 47F: 3 clusters Score -511267.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -391277.312500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -391277.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -387457.437500 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -387457.4 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -388483.218750 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -388483.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -388681.781250 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -388681.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -388814.093750 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -388814.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -388920.343750 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -388920.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -389026.062500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -389026.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -389122.343750 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -389122.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -389217.718750 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -389217.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -389296.781250 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -389296.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -389375.187500 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -389375.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -389477.843750 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -389477.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -389557.656250 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -389557.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -389646.031250 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -389646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -389715.750000 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -389715.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -389778.343750 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -389778.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -389829.375000 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -389829.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -389864.281250 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -389864.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -389899.437500 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -389899.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -389937.875000 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -389937.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -389973.875000 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -389973.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -389998.437500 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -389998.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -390015.531250 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -390015.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -390028.187500 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -390028.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -390037.125000 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -390037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -390042.343750 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -390042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -390047.406250 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -390047.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -390055.656250 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -390055.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -390061.875000 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -390061.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -390069.031250 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -390069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -390076.937500 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -390076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -390084.250000 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -390084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -390089.781250 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -390089.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -390097.687500 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -390097.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -390103.218750 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -390103.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -390107.000000 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -390107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -390109.187500 Penalty: 2746.939209
	Iteration 35Q: 3 clusters Score -390109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -390111.000000 Penalty: 2746.939209
	Iteration 36Q: 3 clusters Score -390111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -390113.593750 Penalty: 2746.939209
	Iteration 37Q: 3 clusters Score -390113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -390114.343750 Penalty: 2746.939209
	Iteration 38Q: 3 clusters Score -390114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -390115.000000 Penalty: 2746.939209
	Iteration 39Q: 3 clusters Score -390115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -390115.500000 Penalty: 2746.939209
	Iteration 40F: 3 clusters Score -390115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -390115.093750 Penalty: 2746.939209
	Iteration 41Q: 3 clusters Score -390115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -390115.093750 Penalty: 2746.939209
	Iteration 42F: 3 clusters Score -390115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -195822.625000 Penalty: 1282.098022
	Iteration 0F: 2 clusters Score -195822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -193305.375000 Penalty: 2564.196045
	Iteration 0F: 3 clusters Score -193305.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -194009.546875 Penalty: 2564.196045
	Iteration 1F: 3 clusters Score -194009.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194385.484375 Penalty: 2564.196045
	Iteration 2F: 3 clusters Score -194385.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -194826.781250 Penalty: 2564.196045
	Iteration 3F: 3 clusters Score -194826.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194992.484375 Penalty: 2564.196045
	Iteration 4F: 3 clusters Score -194992.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -195071.375000 Penalty: 2564.196045
	Iteration 5Q: 3 clusters Score -195071.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195111.203125 Penalty: 2564.196045
	Iteration 6Q: 3 clusters Score -195111.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195133.406250 Penalty: 2564.196045
	Iteration 7Q: 3 clusters Score -195133.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -195156.234375 Penalty: 2564.196045
	Iteration 8Q: 3 clusters Score -195156.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195174.250000 Penalty: 2564.196045
	Iteration 9Q: 3 clusters Score -195174.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -195192.031250 Penalty: 2564.196045
	Iteration 10Q: 3 clusters Score -195192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -195213.062500 Penalty: 2564.196045
	Iteration 11Q: 3 clusters Score -195213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -195230.375000 Penalty: 2564.196045
	Iteration 12Q: 3 clusters Score -195230.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -195247.015625 Penalty: 2564.196045
	Iteration 13Q: 3 clusters Score -195247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -195266.031250 Penalty: 2564.196045
	Iteration 14Q: 3 clusters Score -195266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -195279.171875 Penalty: 2564.196045
	Iteration 15Q: 3 clusters Score -195279.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -195291.296875 Penalty: 2564.196045
	Iteration 16Q: 3 clusters Score -195291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -195310.015625 Penalty: 2564.196045
	Iteration 17Q: 3 clusters Score -195310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195329.734375 Penalty: 2564.196045
	Iteration 18Q: 3 clusters Score -195329.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -195350.187500 Penalty: 2564.196045
	Iteration 19Q: 3 clusters Score -195350.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -195366.218750 Penalty: 2564.196045
	Iteration 20F: 3 clusters Score -195366.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -195376.875000 Penalty: 2564.196045
	Iteration 21Q: 3 clusters Score -195376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -195385.890625 Penalty: 2564.196045
	Iteration 22Q: 3 clusters Score -195385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -195395.593750 Penalty: 2564.196045
	Iteration 23Q: 3 clusters Score -195395.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -195405.937500 Penalty: 2564.196045
	Iteration 24Q: 3 clusters Score -195405.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -195415.640625 Penalty: 2564.196045
	Iteration 25Q: 3 clusters Score -195415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195421.906250 Penalty: 2564.196045
	Iteration 26Q: 3 clusters Score -195421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195428.359375 Penalty: 2564.196045
	Iteration 27Q: 3 clusters Score -195428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -195434.312500 Penalty: 2564.196045
	Iteration 28Q: 3 clusters Score -195434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -195440.062500 Penalty: 2564.196045
	Iteration 29Q: 3 clusters Score -195440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -195451.125000 Penalty: 2564.196045
	Iteration 30Q: 3 clusters Score -195451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -195460.984375 Penalty: 2564.196045
	Iteration 31Q: 3 clusters Score -195461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -195467.109375 Penalty: 2564.196045
	Iteration 32Q: 3 clusters Score -195467.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -195472.937500 Penalty: 2564.196045
	Iteration 33Q: 3 clusters Score -195472.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -195478.828125 Penalty: 2564.196045
	Iteration 34Q: 3 clusters Score -195478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -195483.718750 Penalty: 2564.196045
	Iteration 35Q: 3 clusters Score -195483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -195488.234375 Penalty: 2564.196045
	Iteration 36Q: 3 clusters Score -195488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -195493.203125 Penalty: 2564.196045
	Iteration 37Q: 3 clusters Score -195493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195498.718750 Penalty: 2564.196045
	Iteration 38Q: 3 clusters Score -195498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -195505.109375 Penalty: 2564.196045
	Iteration 39Q: 3 clusters Score -195505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -195508.609375 Penalty: 2564.196045
	Iteration 40F: 3 clusters Score -195508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -195509.890625 Penalty: 2564.196045
	Iteration 41Q: 3 clusters Score -195509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195512.593750 Penalty: 2564.196045
	Iteration 42Q: 3 clusters Score -195512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -195515.093750 Penalty: 2564.196045
	Iteration 43Q: 3 clusters Score -195515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -195517.406250 Penalty: 2564.196045
	Iteration 44Q: 3 clusters Score -195517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -195517.406250 Penalty: 2564.196045
	Iteration 45F: 3 clusters Score -195517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -524243.625000 Penalty: 1421.573730
	Iteration 0F: 2 clusters Score -524243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -519486.937500 Penalty: 2843.147461
	Iteration 0F: 3 clusters Score -519486.9 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -520896.125000 Penalty: 2843.147461
	Iteration 1F: 3 clusters Score -520896.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -521097.281250 Penalty: 2843.147461
	Iteration 2F: 3 clusters Score -521097.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -521263.718750 Penalty: 2843.147461
	Iteration 3Q: 3 clusters Score -521263.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -521490.281250 Penalty: 2843.147461
	Iteration 4Q: 3 clusters Score -521490.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -521884.000000 Penalty: 2843.147461
	Iteration 5F: 3 clusters Score -521884 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -522396.750000 Penalty: 2843.147461
	Iteration 6F: 3 clusters Score -522396.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -522886.593750 Penalty: 2843.147461
	Iteration 7F: 3 clusters Score -522886.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -523315.125000 Penalty: 2843.147461
	Iteration 8F: 3 clusters Score -523315.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -523588.156250 Penalty: 2843.147461
	Iteration 9F: 3 clusters Score -523588.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -523753.687500 Penalty: 2843.147461
	Iteration 10Q: 3 clusters Score -523753.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -523842.156250 Penalty: 2843.147461
	Iteration 11Q: 3 clusters Score -523842.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -523884.812500 Penalty: 2843.147461
	Iteration 12Q: 3 clusters Score -523884.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -523911.187500 Penalty: 2843.147461
	Iteration 13Q: 3 clusters Score -523911.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -523932.718750 Penalty: 2843.147461
	Iteration 14Q: 3 clusters Score -523932.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -523941.656250 Penalty: 2843.147461
	Iteration 15Q: 3 clusters Score -523941.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -523950.625000 Penalty: 2843.147461
	Iteration 16Q: 3 clusters Score -523950.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -523961.625000 Penalty: 2843.147461
	Iteration 17Q: 3 clusters Score -523961.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -523967.656250 Penalty: 2843.147461
	Iteration 18Q: 3 clusters Score -523967.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -523973.156250 Penalty: 2843.147461
	Iteration 19Q: 3 clusters Score -523973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -523976.093750 Penalty: 2843.147461
	Iteration 20F: 3 clusters Score -523976.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -523978.218750 Penalty: 2843.147461
	Iteration 21Q: 3 clusters Score -523978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -523981.718750 Penalty: 2843.147461
	Iteration 22Q: 3 clusters Score -523981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -523985.843750 Penalty: 2843.147461
	Iteration 23Q: 3 clusters Score -523985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -523987.843750 Penalty: 2843.147461
	Iteration 24Q: 3 clusters Score -523987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -523989.562500 Penalty: 2843.147461
	Iteration 25Q: 3 clusters Score -523989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -523993.000000 Penalty: 2843.147461
	Iteration 26Q: 3 clusters Score -523993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -523993.531250 Penalty: 2843.147461
	Iteration 27Q: 3 clusters Score -523993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -523994.656250 Penalty: 2843.147461
	Iteration 28Q: 3 clusters Score -523994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -523994.187500 Penalty: 2843.147461
	Iteration 29Q: 3 clusters Score -523994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -523995.187500 Penalty: 2843.147461
	Iteration 30Q: 3 clusters Score -523995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -523995.937500 Penalty: 2843.147461
	Iteration 31Q: 3 clusters Score -523995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -523997.500000 Penalty: 2843.147461
	Iteration 32Q: 3 clusters Score -523997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -523998.062500 Penalty: 2843.147461
	Iteration 33Q: 3 clusters Score -523998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -523998.718750 Penalty: 2843.147461
	Iteration 34Q: 3 clusters Score -523998.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -523998.718750 Penalty: 2843.147461
	Iteration 35F: 3 clusters Score -523998.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -641355.562500 Penalty: 1452.979858
	Iteration 0F: 2 clusters Score -641355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -635697.125000 Penalty: 2905.959717
	Iteration 0F: 3 clusters Score -635697.1 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -637504.250000 Penalty: 2905.959717
	Iteration 1F: 3 clusters Score -637504.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -637836.500000 Penalty: 2905.959717
	Iteration 2F: 3 clusters Score -637836.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -638092.250000 Penalty: 2905.959717
	Iteration 3F: 3 clusters Score -638092.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -638289.687500 Penalty: 2905.959717
	Iteration 4F: 3 clusters Score -638289.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -638447.125000 Penalty: 2905.959717
	Iteration 5Q: 3 clusters Score -638447.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -638565.687500 Penalty: 2905.959717
	Iteration 6Q: 3 clusters Score -638565.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -638651.812500 Penalty: 2905.959717
	Iteration 7Q: 3 clusters Score -638651.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -638724.187500 Penalty: 2905.959717
	Iteration 8Q: 3 clusters Score -638724.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -638778.125000 Penalty: 2905.959717
	Iteration 9Q: 3 clusters Score -638778.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -638834.750000 Penalty: 2905.959717
	Iteration 10Q: 3 clusters Score -638834.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -638894.937500 Penalty: 2905.959717
	Iteration 11Q: 3 clusters Score -638894.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -638976.000000 Penalty: 2905.959717
	Iteration 12Q: 3 clusters Score -638976 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -639069.125000 Penalty: 2905.959717
	Iteration 13Q: 3 clusters Score -639069.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -639158.562500 Penalty: 2905.959717
	Iteration 14Q: 3 clusters Score -639158.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -639249.937500 Penalty: 2905.959717
	Iteration 15Q: 3 clusters Score -639249.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -639328.812500 Penalty: 2905.959717
	Iteration 16Q: 3 clusters Score -639328.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -639400.875000 Penalty: 2905.959717
	Iteration 17Q: 3 clusters Score -639400.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -639477.437500 Penalty: 2905.959717
	Iteration 18Q: 3 clusters Score -639477.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -639560.875000 Penalty: 2905.959717
	Iteration 19Q: 3 clusters Score -639560.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -639648.062500 Penalty: 2905.959717
	Iteration 20F: 3 clusters Score -639648.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -639747.437500 Penalty: 2905.959717
	Iteration 21Q: 3 clusters Score -639747.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -639834.250000 Penalty: 2905.959717
	Iteration 22Q: 3 clusters Score -639834.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -639942.000000 Penalty: 2905.959717
	Iteration 23Q: 3 clusters Score -639942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -640067.875000 Penalty: 2905.959717
	Iteration 24Q: 3 clusters Score -640067.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640158.375000 Penalty: 2905.959717
	Iteration 25Q: 3 clusters Score -640158.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -640240.062500 Penalty: 2905.959717
	Iteration 26Q: 3 clusters Score -640240.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -640307.687500 Penalty: 2905.959717
	Iteration 27Q: 3 clusters Score -640307.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -640356.687500 Penalty: 2905.959717
	Iteration 28Q: 3 clusters Score -640356.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -640393.562500 Penalty: 2905.959717
	Iteration 29Q: 3 clusters Score -640393.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -640424.125000 Penalty: 2905.959717
	Iteration 30Q: 3 clusters Score -640424.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -640453.687500 Penalty: 2905.959717
	Iteration 31Q: 3 clusters Score -640453.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -640472.500000 Penalty: 2905.959717
	Iteration 32Q: 3 clusters Score -640472.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640489.875000 Penalty: 2905.959717
	Iteration 33Q: 3 clusters Score -640489.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -640504.562500 Penalty: 2905.959717
	Iteration 34Q: 3 clusters Score -640504.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -640522.750000 Penalty: 2905.959717
	Iteration 35Q: 3 clusters Score -640522.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -640531.000000 Penalty: 2905.959717
	Iteration 36Q: 3 clusters Score -640531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -640540.187500 Penalty: 2905.959717
	Iteration 37Q: 3 clusters Score -640540.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -640547.062500 Penalty: 2905.959717
	Iteration 38Q: 3 clusters Score -640547.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -640553.750000 Penalty: 2905.959717
	Iteration 39Q: 3 clusters Score -640553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -640561.000000 Penalty: 2905.959717
	Iteration 40F: 3 clusters Score -640561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -640564.562500 Penalty: 2905.959717
	Iteration 41Q: 3 clusters Score -640564.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -640568.562500 Penalty: 2905.959717
	Iteration 42Q: 3 clusters Score -640568.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -640570.937500 Penalty: 2905.959717
	Iteration 43Q: 3 clusters Score -640570.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -640576.625000 Penalty: 2905.959717
	Iteration 44Q: 3 clusters Score -640576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -640577.812500 Penalty: 2905.959717
	Iteration 45Q: 3 clusters Score -640577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -640578.375000 Penalty: 2905.959717
	Iteration 46Q: 3 clusters Score -640578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -640580.875000 Penalty: 2905.959717
	Iteration 47Q: 3 clusters Score -640580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -640580.562500 Penalty: 2905.959717
	Iteration 48Q: 3 clusters Score -640580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -640581.625000 Penalty: 2905.959717
	Iteration 49Q: 3 clusters Score -640581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -640581.750000 Penalty: 2905.959717
	Iteration 50Q: 3 clusters Score -640581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -640582.375000 Penalty: 2905.959717
	Iteration 51Q: 3 clusters Score -640582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -640582.687500 Penalty: 2905.959717
	Iteration 52Q: 3 clusters Score -640582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -640582.625000 Penalty: 2905.959717
	Iteration 53Q: 3 clusters Score -640582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -640581.937500 Penalty: 2905.959717
	Iteration 54Q: 3 clusters Score -640581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -640581.250000 Penalty: 2905.959717
	Iteration 55Q: 3 clusters Score -640581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -640582.500000 Penalty: 2905.959717
	Iteration 56Q: 3 clusters Score -640582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -640583.312500 Penalty: 2905.959717
	Iteration 57Q: 3 clusters Score -640583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -640583.312500 Penalty: 2905.959717
	Iteration 58F: 3 clusters Score -640583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -371813.218750 Penalty: 1362.901367
	Iteration 0F: 2 clusters Score -371813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -368218.625000 Penalty: 2725.802734
	Iteration 0F: 3 clusters Score -368218.6 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -369188.812500 Penalty: 2725.802734
	Iteration 1F: 3 clusters Score -369188.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -369336.656250 Penalty: 2725.802734
	Iteration 2F: 3 clusters Score -369336.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -369444.625000 Penalty: 2725.802734
	Iteration 3Q: 3 clusters Score -369444.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -369512.218750 Penalty: 2725.802734
	Iteration 4Q: 3 clusters Score -369512.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -369560.875000 Penalty: 2725.802734
	Iteration 5Q: 3 clusters Score -369560.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -369605.781250 Penalty: 2725.802734
	Iteration 6Q: 3 clusters Score -369605.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -369640.000000 Penalty: 2725.802734
	Iteration 7Q: 3 clusters Score -369640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -369677.406250 Penalty: 2725.802734
	Iteration 8Q: 3 clusters Score -369677.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -369706.125000 Penalty: 2725.802734
	Iteration 9Q: 3 clusters Score -369706.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -369725.093750 Penalty: 2725.802734
	Iteration 10Q: 3 clusters Score -369725.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -369738.187500 Penalty: 2725.802734
	Iteration 11Q: 3 clusters Score -369738.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -369750.875000 Penalty: 2725.802734
	Iteration 12Q: 3 clusters Score -369750.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -369767.000000 Penalty: 2725.802734
	Iteration 13Q: 3 clusters Score -369767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -369784.593750 Penalty: 2725.802734
	Iteration 14Q: 3 clusters Score -369784.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -369802.125000 Penalty: 2725.802734
	Iteration 15Q: 3 clusters Score -369802.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -369815.125000 Penalty: 2725.802734
	Iteration 16Q: 3 clusters Score -369815.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -369829.437500 Penalty: 2725.802734
	Iteration 17Q: 3 clusters Score -369829.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -369851.781250 Penalty: 2725.802734
	Iteration 18Q: 3 clusters Score -369851.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -369874.343750 Penalty: 2725.802734
	Iteration 19Q: 3 clusters Score -369874.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -369903.687500 Penalty: 2725.802734
	Iteration 20F: 3 clusters Score -369903.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -369942.375000 Penalty: 2725.802734
	Iteration 21Q: 3 clusters Score -369942.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -369989.875000 Penalty: 2725.802734
	Iteration 22Q: 3 clusters Score -369989.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -370041.156250 Penalty: 2725.802734
	Iteration 23Q: 3 clusters Score -370041.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -370090.625000 Penalty: 2725.802734
	Iteration 24Q: 3 clusters Score -370090.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -370133.156250 Penalty: 2725.802734
	Iteration 25Q: 3 clusters Score -370133.2 nChanged 71
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: -370162.468750 Penalty: 2725.802734
	Iteration 26Q: 3 clusters Score -370162.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -370199.156250 Penalty: 2725.802734
	Iteration 27Q: 3 clusters Score -370199.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -370237.468750 Penalty: 2725.802734
	Iteration 28Q: 3 clusters Score -370237.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -370275.562500 Penalty: 2725.802734
	Iteration 29Q: 3 clusters Score -370275.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -370305.937500 Penalty: 2725.802734
	Iteration 30Q: 3 clusters Score -370305.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -370339.562500 Penalty: 2725.802734
	Iteration 31Q: 3 clusters Score -370339.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -370377.687500 Penalty: 2725.802734
	Iteration 32Q: 3 clusters Score -370377.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -370404.625000 Penalty: 2725.802734
	Iteration 33Q: 3 clusters Score -370404.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -370426.687500 Penalty: 2725.802734
	Iteration 34Q: 3 clusters Score -370426.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -370445.031250 Penalty: 2725.802734
	Iteration 35Q: 3 clusters Score -370445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -370461.906250 Penalty: 2725.802734
	Iteration 36Q: 3 clusters Score -370461.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -370479.875000 Penalty: 2725.802734
	Iteration 37Q: 3 clusters Score -370479.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -370494.312500 Penalty: 2725.802734
	Iteration 38Q: 3 clusters Score -370494.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -370511.781250 Penalty: 2725.802734
	Iteration 39Q: 3 clusters Score -370511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -370526.531250 Penalty: 2725.802734
	Iteration 40F: 3 clusters Score -370526.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -370538.906250 Penalty: 2725.802734
	Iteration 41Q: 3 clusters Score -370538.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -370549.843750 Penalty: 2725.802734
	Iteration 42Q: 3 clusters Score -370549.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -370556.687500 Penalty: 2725.802734
	Iteration 43Q: 3 clusters Score -370556.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -370563.750000 Penalty: 2725.802734
	Iteration 44Q: 3 clusters Score -370563.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -370574.187500 Penalty: 2725.802734
	Iteration 45Q: 3 clusters Score -370574.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -370590.843750 Penalty: 2725.802734
	Iteration 46Q: 3 clusters Score -370590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -370598.843750 Penalty: 2725.802734
	Iteration 47Q: 3 clusters Score -370598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -370607.000000 Penalty: 2725.802734
	Iteration 48Q: 3 clusters Score -370607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -370614.968750 Penalty: 2725.802734
	Iteration 49Q: 3 clusters Score -370615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -370625.500000 Penalty: 2725.802734
	Iteration 50Q: 3 clusters Score -370625.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -370632.218750 Penalty: 2725.802734
	Iteration 51Q: 3 clusters Score -370632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -370642.156250 Penalty: 2725.802734
	Iteration 52Q: 3 clusters Score -370642.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -370651.281250 Penalty: 2725.802734
	Iteration 53Q: 3 clusters Score -370651.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -370661.093750 Penalty: 2725.802734
	Iteration 54Q: 3 clusters Score -370661.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -370667.187500 Penalty: 2725.802734
	Iteration 55Q: 3 clusters Score -370667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -370669.625000 Penalty: 2725.802734
	Iteration 56Q: 3 clusters Score -370669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -370670.406250 Penalty: 2725.802734
	Iteration 57Q: 3 clusters Score -370670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -370671.437500 Penalty: 2725.802734
	Iteration 58Q: 3 clusters Score -370671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -370672.093750 Penalty: 2725.802734
	Iteration 59Q: 3 clusters Score -370672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -370673.187500 Penalty: 2725.802734
	Iteration 60F: 3 clusters Score -370673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -370673.281250 Penalty: 2725.802734
	Iteration 61Q: 3 clusters Score -370673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -370673.218750 Penalty: 2725.802734
	Iteration 62Q: 3 clusters Score -370673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -370674.218750 Penalty: 2725.802734
	Iteration 63Q: 3 clusters Score -370674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -370674.156250 Penalty: 2725.802734
	Iteration 64Q: 3 clusters Score -370674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -370676.093750 Penalty: 2725.802734
	Iteration 65Q: 3 clusters Score -370676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -370676.656250 Penalty: 2725.802734
	Iteration 66Q: 3 clusters Score -370676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -370677.437500 Penalty: 2725.802734
	Iteration 67Q: 3 clusters Score -370677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -370678.250000 Penalty: 2725.802734
	Iteration 68Q: 3 clusters Score -370678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -370679.843750 Penalty: 2725.802734
	Iteration 69Q: 3 clusters Score -370679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -370680.125000 Penalty: 2725.802734
	Iteration 70Q: 3 clusters Score -370680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -370681.406250 Penalty: 2725.802734
	Iteration 71Q: 3 clusters Score -370681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -370681.000000 Penalty: 2725.802734
	Iteration 72Q: 3 clusters Score -370681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -370681.656250 Penalty: 2725.802734
	Iteration 73Q: 3 clusters Score -370681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -370681.843750 Penalty: 2725.802734
	Iteration 74Q: 3 clusters Score -370681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -370681.843750 Penalty: 2725.802734
	Iteration 75F: 3 clusters Score -370681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Entering Unmasked Estep 
Score: -5677225.500000 Penalty: 1803.808472
	Iteration 0F: 2 clusters Score -5677226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5632986.500000 Penalty: 3607.616943
	Iteration 0F: 3 clusters Score -5632986 nChanged 31373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5651814.500000 Penalty: 3607.616943
	Iteration 1F: 3 clusters Score -5651814 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5653265.500000 Penalty: 3607.616943
	Iteration 2F: 3 clusters Score -5653266 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5655340.000000 Penalty: 3607.616943
	Iteration 3F: 3 clusters Score -5655340 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5658320.500000 Penalty: 3607.616943
	Iteration 4F: 3 clusters Score -5658320 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -5662309.000000 Penalty: 3607.616943
	Iteration 5F: 3 clusters Score -5662309 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -5666806.500000 Penalty: 3607.616943
	Iteration 6F: 3 clusters Score -5666806 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -5670779.500000 Penalty: 3607.616943
	Iteration 7F: 3 clusters Score -5670780 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -5673367.000000 Penalty: 3607.616943
	Iteration 8Q: 3 clusters Score -5673367 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -5674697.000000 Penalty: 3607.616943
	Iteration 9Q: 3 clusters Score -5674697 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -5675415.000000 Penalty: 3607.616943
	Iteration 10Q: 3 clusters Score -5675415 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -5675861.000000 Penalty: 3607.616943
	Iteration 11Q: 3 clusters Score -5675861 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -5676142.500000 Penalty: 3607.616943
	Iteration 12Q: 3 clusters Score -5676142 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -5676318.000000 Penalty: 3607.616943
	Iteration 13Q: 3 clusters Score -5676318 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -5676435.500000 Penalty: 3607.616943
	Iteration 14Q: 3 clusters Score -5676436 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -5676572.500000 Penalty: 3607.616943
	Iteration 15Q: 3 clusters Score -5676572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -5676654.500000 Penalty: 3607.616943
	Iteration 16Q: 3 clusters Score -5676654 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -5676734.000000 Penalty: 3607.616943
	Iteration 17Q: 3 clusters Score -5676734 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -5676810.500000 Penalty: 3607.616943
	Iteration 18Q: 3 clusters Score -5676810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -5676829.500000 Penalty: 3607.616943
	Iteration 19Q: 3 clusters Score -5676830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -5676879.000000 Penalty: 3607.616943
	Iteration 20F: 3 clusters Score -5676879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -5676933.500000 Penalty: 3607.616943
	Iteration 21Q: 3 clusters Score -5676934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -5676954.500000 Penalty: 3607.616943
	Iteration 22Q: 3 clusters Score -5676954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -5676987.000000 Penalty: 3607.616943
	Iteration 23Q: 3 clusters Score -5676987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -5676995.000000 Penalty: 3607.616943
	Iteration 24Q: 3 clusters Score -5676995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -5677018.500000 Penalty: 3607.616943
	Iteration 25Q: 3 clusters Score -5677018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -5677013.500000 Penalty: 3607.616943
	Iteration 26Q: 3 clusters Score -5677014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -5677012.000000 Penalty: 3607.616943
	Iteration 27Q: 3 clusters Score -5677012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -5677021.500000 Penalty: 3607.616943
	Iteration 28Q: 3 clusters Score -5677022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -5677019.000000 Penalty: 3607.616943
	Iteration 29Q: 3 clusters Score -5677019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -5677019.000000 Penalty: 3607.616943
	Iteration 30Q: 3 clusters Score -5677019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -5677031.500000 Penalty: 3607.616943
	Iteration 31Q: 3 clusters Score -5677032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -5677039.500000 Penalty: 3607.616943
	Iteration 32Q: 3 clusters Score -5677040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -5677048.000000 Penalty: 3607.616943
	Iteration 33Q: 3 clusters Score -5677048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -5677048.500000 Penalty: 3607.616943
	Iteration 34Q: 3 clusters Score -5677048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -5677055.500000 Penalty: 3607.616943
	Iteration 35Q: 3 clusters Score -5677056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -5677072.500000 Penalty: 3607.616943
	Iteration 36Q: 3 clusters Score -5677072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -5677096.000000 Penalty: 3607.616943
	Iteration 37Q: 3 clusters Score -5677096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -5677108.500000 Penalty: 3607.616943
	Iteration 38Q: 3 clusters Score -5677108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -5677112.500000 Penalty: 3607.616943
	Iteration 39Q: 3 clusters Score -5677112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -5677116.000000 Penalty: 3607.616943
	Iteration 40F: 3 clusters Score -5677116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -5677124.000000 Penalty: 3607.616943
	Iteration 41Q: 3 clusters Score -5677124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -5677133.500000 Penalty: 3607.616943
	Iteration 42Q: 3 clusters Score -5677134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -5677137.500000 Penalty: 3607.616943
	Iteration 43Q: 3 clusters Score -5677138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -5677149.000000 Penalty: 3607.616943
	Iteration 44Q: 3 clusters Score -5677149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -5677150.000000 Penalty: 3607.616943
	Iteration 45Q: 3 clusters Score -5677150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -5677154.500000 Penalty: 3607.616943
	Iteration 46Q: 3 clusters Score -5677154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -5677148.000000 Penalty: 3607.616943
	Iteration 47Q: 3 clusters Score -5677148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -5677161.500000 Penalty: 3607.616943
	Iteration 48Q: 3 clusters Score -5677162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -5677154.500000 Penalty: 3607.616943
	Iteration 49Q: 3 clusters Score -5677154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -5677156.000000 Penalty: 3607.616943
	Iteration 50Q: 3 clusters Score -5677156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -5677152.000000 Penalty: 3607.616943
	Iteration 51Q: 3 clusters Score -5677152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -5677149.500000 Penalty: 3607.616943
	Iteration 52Q: 3 clusters Score -5677150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -5677148.000000 Penalty: 3607.616943
	Iteration 53Q: 3 clusters Score -5677148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -5677149.000000 Penalty: 3607.616943
	Iteration 54Q: 3 clusters Score -5677149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -5677156.500000 Penalty: 3607.616943
	Iteration 55Q: 3 clusters Score -5677156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -5677153.000000 Penalty: 3607.616943
	Iteration 56Q: 3 clusters Score -5677153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -5677157.000000 Penalty: 3607.616943
	Iteration 57Q: 3 clusters Score -5677157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -5677148.500000 Penalty: 3607.616943
	Iteration 58Q: 3 clusters Score -5677148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -5677151.000000 Penalty: 3607.616943
	Iteration 59Q: 3 clusters Score -5677151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -5677151.000000 Penalty: 3607.616943
	Iteration 60F: 3 clusters Score -5677151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -480745.500000 Penalty: 1405.022095
	Iteration 0F: 2 clusters Score -480745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -476335.625000 Penalty: 2810.044189
	Iteration 0F: 3 clusters Score -476335.6 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -477648.500000 Penalty: 2810.044189
	Iteration 1F: 3 clusters Score -477648.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -477890.312500 Penalty: 2810.044189
	Iteration 2F: 3 clusters Score -477890.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -478066.343750 Penalty: 2810.044189
	Iteration 3F: 3 clusters Score -478066.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -478213.625000 Penalty: 2810.044189
	Iteration 4Q: 3 clusters Score -478213.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -478359.031250 Penalty: 2810.044189
	Iteration 5Q: 3 clusters Score -478359 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -478505.906250 Penalty: 2810.044189
	Iteration 6Q: 3 clusters Score -478505.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -478654.718750 Penalty: 2810.044189
	Iteration 7Q: 3 clusters Score -478654.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -478796.093750 Penalty: 2810.044189
	Iteration 8Q: 3 clusters Score -478796.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -478950.781250 Penalty: 2810.044189
	Iteration 9Q: 3 clusters Score -478950.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -479062.625000 Penalty: 2810.044189
	Iteration 10Q: 3 clusters Score -479062.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -479151.187500 Penalty: 2810.044189
	Iteration 11Q: 3 clusters Score -479151.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -479223.625000 Penalty: 2810.044189
	Iteration 12Q: 3 clusters Score -479223.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -479276.750000 Penalty: 2810.044189
	Iteration 13Q: 3 clusters Score -479276.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -479315.156250 Penalty: 2810.044189
	Iteration 14Q: 3 clusters Score -479315.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -479347.437500 Penalty: 2810.044189
	Iteration 15Q: 3 clusters Score -479347.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -479368.781250 Penalty: 2810.044189
	Iteration 16Q: 3 clusters Score -479368.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -479393.781250 Penalty: 2810.044189
	Iteration 17Q: 3 clusters Score -479393.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -479411.750000 Penalty: 2810.044189
	Iteration 18Q: 3 clusters Score -479411.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -479428.281250 Penalty: 2810.044189
	Iteration 19Q: 3 clusters Score -479428.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -479444.125000 Penalty: 2810.044189
	Iteration 20F: 3 clusters Score -479444.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -479453.031250 Penalty: 2810.044189
	Iteration 21Q: 3 clusters Score -479453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -479464.281250 Penalty: 2810.044189
	Iteration 22Q: 3 clusters Score -479464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -479474.218750 Penalty: 2810.044189
	Iteration 23Q: 3 clusters Score -479474.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -479486.781250 Penalty: 2810.044189
	Iteration 24Q: 3 clusters Score -479486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -479493.937500 Penalty: 2810.044189
	Iteration 25Q: 3 clusters Score -479493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -479501.500000 Penalty: 2810.044189
	Iteration 26Q: 3 clusters Score -479501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -479509.937500 Penalty: 2810.044189
	Iteration 27Q: 3 clusters Score -479509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -479518.875000 Penalty: 2810.044189
	Iteration 28Q: 3 clusters Score -479518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -479521.156250 Penalty: 2810.044189
	Iteration 29Q: 3 clusters Score -479521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -479521.937500 Penalty: 2810.044189
	Iteration 30Q: 3 clusters Score -479521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -479522.687500 Penalty: 2810.044189
	Iteration 31Q: 3 clusters Score -479522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -479523.312500 Penalty: 2810.044189
	Iteration 32Q: 3 clusters Score -479523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -479524.312500 Penalty: 2810.044189
	Iteration 33Q: 3 clusters Score -479524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -479524.781250 Penalty: 2810.044189
	Iteration 34Q: 3 clusters Score -479524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -479524.781250 Penalty: 2810.044189
	Iteration 35F: 3 clusters Score -479524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Entering Unmasked Estep 
Score: -13623361.000000 Penalty: 1944.771973
	Iteration 0F: 2 clusters Score -1.362336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -13517827.000000 Penalty: 3889.543945
	Iteration 0F: 3 clusters Score -1.351783e+07 nChanged 76252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -13564289.000000 Penalty: 3889.543945
	Iteration 1F: 3 clusters Score -1.356429e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -13567024.000000 Penalty: 3889.543945
	Iteration 2Q: 3 clusters Score -1.356702e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -13571670.000000 Penalty: 3889.543945
	Iteration 3F: 3 clusters Score -1.357167e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -13579344.000000 Penalty: 3889.543945
	Iteration 4F: 3 clusters Score -1.357934e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120127 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -13589572.000000 Penalty: 3889.543945
	Iteration 5F: 3 clusters Score -1.358957e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131318 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -13600243.000000 Penalty: 3889.543945
	Iteration 6F: 3 clusters Score -1.360024e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -13608686.000000 Penalty: 3889.543945
	Iteration 7F: 3 clusters Score -1.360869e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144742 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -13613764.000000 Penalty: 3889.543945
	Iteration 8Q: 3 clusters Score -1.361376e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -13616387.000000 Penalty: 3889.543945
	Iteration 9Q: 3 clusters Score -1.361639e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -13617826.000000 Penalty: 3889.543945
	Iteration 10Q: 3 clusters Score -1.361783e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -13618647.000000 Penalty: 3889.543945
	Iteration 11Q: 3 clusters Score -1.361865e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -13619268.000000 Penalty: 3889.543945
	Iteration 12Q: 3 clusters Score -1.361927e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153162 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -13619802.000000 Penalty: 3889.543945
	Iteration 13Q: 3 clusters Score -1.36198e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153925 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -13620213.000000 Penalty: 3889.543945
	Iteration 14Q: 3 clusters Score -1.362021e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154534 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13620494.000000 Penalty: 3889.543945
	Iteration 15Q: 3 clusters Score -1.362049e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -13620762.000000 Penalty: 3889.543945
	Iteration 16Q: 3 clusters Score -1.362076e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -13621000.000000 Penalty: 3889.543945
	Iteration 17Q: 3 clusters Score -1.3621e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -13621151.000000 Penalty: 3889.543945
	Iteration 18Q: 3 clusters Score -1.362115e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13621256.000000 Penalty: 3889.543945
	Iteration 19Q: 3 clusters Score -1.362126e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13621309.000000 Penalty: 3889.543945
	Iteration 20F: 3 clusters Score -1.362131e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13621362.000000 Penalty: 3889.543945
	Iteration 21Q: 3 clusters Score -1.362136e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13621376.000000 Penalty: 3889.543945
	Iteration 22Q: 3 clusters Score -1.362138e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156524 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13621412.000000 Penalty: 3889.543945
	Iteration 23Q: 3 clusters Score -1.362141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13621467.000000 Penalty: 3889.543945
	Iteration 24Q: 3 clusters Score -1.362147e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13621491.000000 Penalty: 3889.543945
	Iteration 25Q: 3 clusters Score -1.362149e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13621511.000000 Penalty: 3889.543945
	Iteration 26Q: 3 clusters Score -1.362151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156753 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13621531.000000 Penalty: 3889.543945
	Iteration 27Q: 3 clusters Score -1.362153e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13621563.000000 Penalty: 3889.543945
	Iteration 28Q: 3 clusters Score -1.362156e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -13621582.000000 Penalty: 3889.543945
	Iteration 29Q: 3 clusters Score -1.362158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156877 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13621596.000000 Penalty: 3889.543945
	Iteration 30Q: 3 clusters Score -1.36216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156907 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13621615.000000 Penalty: 3889.543945
	Iteration 31Q: 3 clusters Score -1.362162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13621626.000000 Penalty: 3889.543945
	Iteration 32Q: 3 clusters Score -1.362163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13621641.000000 Penalty: 3889.543945
	Iteration 33Q: 3 clusters Score -1.362164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -13621646.000000 Penalty: 3889.543945
	Iteration 34Q: 3 clusters Score -1.362165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13621646.000000 Penalty: 3889.543945
	Iteration 35Q: 3 clusters Score -1.362165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13621643.000000 Penalty: 3889.543945
	Iteration 36Q: 3 clusters Score -1.362164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13621650.000000 Penalty: 3889.543945
	Iteration 37Q: 3 clusters Score -1.362165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157024 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13621661.000000 Penalty: 3889.543945
	Iteration 38Q: 3 clusters Score -1.362166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13621662.000000 Penalty: 3889.543945
	Iteration 39Q: 3 clusters Score -1.362166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13621676.000000 Penalty: 3889.543945
	Iteration 40F: 3 clusters Score -1.362168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13621678.000000 Penalty: 3889.543945
	Iteration 41Q: 3 clusters Score -1.362168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13621675.000000 Penalty: 3889.543945
	Iteration 42Q: 3 clusters Score -1.362168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13621667.000000 Penalty: 3889.543945
	Iteration 43Q: 3 clusters Score -1.362167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13621667.000000 Penalty: 3889.543945
	Iteration 44Q: 3 clusters Score -1.362167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157050 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13621671.000000 Penalty: 3889.543945
	Iteration 45Q: 3 clusters Score -1.362167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13621671.000000 Penalty: 3889.543945
	Iteration 46Q: 3 clusters Score -1.362167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13621666.000000 Penalty: 3889.543945
	Iteration 47Q: 3 clusters Score -1.362167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13621677.000000 Penalty: 3889.543945
	Iteration 48Q: 3 clusters Score -1.362168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13621679.000000 Penalty: 3889.543945
	Iteration 49Q: 3 clusters Score -1.362168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -13621671.000000 Penalty: 3889.543945
	Iteration 50Q: 3 clusters Score -1.362167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157063 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13621681.000000 Penalty: 3889.543945
	Iteration 51Q: 3 clusters Score -1.362168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157064 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13621681.000000 Penalty: 3889.543945
	Iteration 52Q: 3 clusters Score -1.362168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13621686.000000 Penalty: 3889.543945
	Iteration 53Q: 3 clusters Score -1.362169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157071 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13621682.000000 Penalty: 3889.543945
	Iteration 54Q: 3 clusters Score -1.362168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13621687.000000 Penalty: 3889.543945
	Iteration 55Q: 3 clusters Score -1.362169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13621685.000000 Penalty: 3889.543945
	Iteration 56Q: 3 clusters Score -1.362168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13621687.000000 Penalty: 3889.543945
	Iteration 57Q: 3 clusters Score -1.362169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13621687.000000 Penalty: 3889.543945
	Iteration 58F: 3 clusters Score -1.362169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -1081836.250000 Penalty: 1536.159058
	Iteration 0F: 2 clusters Score -1081836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1073015.250000 Penalty: 3072.318115
	Iteration 0F: 3 clusters Score -1073015 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1076100.000000 Penalty: 3072.318115
	Iteration 1F: 3 clusters Score -1076100 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1076496.250000 Penalty: 3072.318115
	Iteration 2F: 3 clusters Score -1076496 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1076860.625000 Penalty: 3072.318115
	Iteration 3F: 3 clusters Score -1076861 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1077259.000000 Penalty: 3072.318115
	Iteration 4F: 3 clusters Score -1077259 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1077641.250000 Penalty: 3072.318115
	Iteration 5F: 3 clusters Score -1077641 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1077997.500000 Penalty: 3072.318115
	Iteration 6Q: 3 clusters Score -1077998 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1078384.125000 Penalty: 3072.318115
	Iteration 7Q: 3 clusters Score -1078384 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1078834.500000 Penalty: 3072.318115
	Iteration 8Q: 3 clusters Score -1078834 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1079272.000000 Penalty: 3072.318115
	Iteration 9Q: 3 clusters Score -1079272 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1079593.000000 Penalty: 3072.318115
	Iteration 10Q: 3 clusters Score -1079593 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1079867.875000 Penalty: 3072.318115
	Iteration 11Q: 3 clusters Score -1079868 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1080090.375000 Penalty: 3072.318115
	Iteration 12Q: 3 clusters Score -1080090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1080224.000000 Penalty: 3072.318115
	Iteration 13Q: 3 clusters Score -1080224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1080300.250000 Penalty: 3072.318115
	Iteration 14Q: 3 clusters Score -1080300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1080368.750000 Penalty: 3072.318115
	Iteration 15Q: 3 clusters Score -1080369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1080406.250000 Penalty: 3072.318115
	Iteration 16Q: 3 clusters Score -1080406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1080444.500000 Penalty: 3072.318115
	Iteration 17Q: 3 clusters Score -1080444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1080468.000000 Penalty: 3072.318115
	Iteration 18Q: 3 clusters Score -1080468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1080475.875000 Penalty: 3072.318115
	Iteration 19Q: 3 clusters Score -1080476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1080479.500000 Penalty: 3072.318115
	Iteration 20F: 3 clusters Score -1080480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1080486.250000 Penalty: 3072.318115
	Iteration 21Q: 3 clusters Score -1080486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1080500.500000 Penalty: 3072.318115
	Iteration 22Q: 3 clusters Score -1080500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1080514.375000 Penalty: 3072.318115
	Iteration 23Q: 3 clusters Score -1080514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1080522.000000 Penalty: 3072.318115
	Iteration 24Q: 3 clusters Score -1080522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1080527.500000 Penalty: 3072.318115
	Iteration 25Q: 3 clusters Score -1080528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1080527.375000 Penalty: 3072.318115
	Iteration 26Q: 3 clusters Score -1080527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1080528.125000 Penalty: 3072.318115
	Iteration 27Q: 3 clusters Score -1080528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1080531.750000 Penalty: 3072.318115
	Iteration 28Q: 3 clusters Score -1080532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1080534.500000 Penalty: 3072.318115
	Iteration 29Q: 3 clusters Score -1080534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1080538.125000 Penalty: 3072.318115
	Iteration 30Q: 3 clusters Score -1080538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1080539.875000 Penalty: 3072.318115
	Iteration 31Q: 3 clusters Score -1080540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1080539.875000 Penalty: 3072.318115
	Iteration 32F: 3 clusters Score -1080540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -996330.375000 Penalty: 1524.688110
	Iteration 0F: 2 clusters Score -996330.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -987844.812500 Penalty: 3049.376221
	Iteration 0F: 3 clusters Score -987844.8 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -990819.375000 Penalty: 3049.376221
	Iteration 1F: 3 clusters Score -990819.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -991210.937500 Penalty: 3049.376221
	Iteration 2F: 3 clusters Score -991210.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -991619.000000 Penalty: 3049.376221
	Iteration 3F: 3 clusters Score -991619 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -992033.937500 Penalty: 3049.376221
	Iteration 4F: 3 clusters Score -992033.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -992397.375000 Penalty: 3049.376221
	Iteration 5F: 3 clusters Score -992397.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -992791.187500 Penalty: 3049.376221
	Iteration 6F: 3 clusters Score -992791.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -993143.437500 Penalty: 3049.376221
	Iteration 7Q: 3 clusters Score -993143.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -993449.062500 Penalty: 3049.376221
	Iteration 8Q: 3 clusters Score -993449.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -993689.437500 Penalty: 3049.376221
	Iteration 9Q: 3 clusters Score -993689.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -993893.937500 Penalty: 3049.376221
	Iteration 10Q: 3 clusters Score -993893.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -994069.062500 Penalty: 3049.376221
	Iteration 11Q: 3 clusters Score -994069.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -994192.875000 Penalty: 3049.376221
	Iteration 12Q: 3 clusters Score -994192.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -994283.437500 Penalty: 3049.376221
	Iteration 13Q: 3 clusters Score -994283.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -994362.062500 Penalty: 3049.376221
	Iteration 14Q: 3 clusters Score -994362.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -994422.062500 Penalty: 3049.376221
	Iteration 15Q: 3 clusters Score -994422.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -994455.750000 Penalty: 3049.376221
	Iteration 16Q: 3 clusters Score -994455.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -994482.937500 Penalty: 3049.376221
	Iteration 17Q: 3 clusters Score -994482.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -994508.687500 Penalty: 3049.376221
	Iteration 18Q: 3 clusters Score -994508.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -994528.562500 Penalty: 3049.376221
	Iteration 19Q: 3 clusters Score -994528.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -994545.750000 Penalty: 3049.376221
	Iteration 20F: 3 clusters Score -994545.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -994564.625000 Penalty: 3049.376221
	Iteration 21Q: 3 clusters Score -994564.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -994580.437500 Penalty: 3049.376221
	Iteration 22Q: 3 clusters Score -994580.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -994591.375000 Penalty: 3049.376221
	Iteration 23Q: 3 clusters Score -994591.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -994609.750000 Penalty: 3049.376221
	Iteration 24Q: 3 clusters Score -994609.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -994626.062500 Penalty: 3049.376221
	Iteration 25Q: 3 clusters Score -994626.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -994648.500000 Penalty: 3049.376221
	Iteration 26Q: 3 clusters Score -994648.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -994670.250000 Penalty: 3049.376221
	Iteration 27Q: 3 clusters Score -994670.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -994683.562500 Penalty: 3049.376221
	Iteration 28Q: 3 clusters Score -994683.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -994697.125000 Penalty: 3049.376221
	Iteration 29Q: 3 clusters Score -994697.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -994703.687500 Penalty: 3049.376221
	Iteration 30Q: 3 clusters Score -994703.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -994710.750000 Penalty: 3049.376221
	Iteration 31Q: 3 clusters Score -994710.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -994718.875000 Penalty: 3049.376221
	Iteration 32Q: 3 clusters Score -994718.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -994722.250000 Penalty: 3049.376221
	Iteration 33Q: 3 clusters Score -994722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -994727.250000 Penalty: 3049.376221
	Iteration 34Q: 3 clusters Score -994727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -994731.500000 Penalty: 3049.376221
	Iteration 35Q: 3 clusters Score -994731.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -994731.125000 Penalty: 3049.376221
	Iteration 36Q: 3 clusters Score -994731.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -994731.312500 Penalty: 3049.376221
	Iteration 37Q: 3 clusters Score -994731.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -994736.562500 Penalty: 3049.376221
	Iteration 38Q: 3 clusters Score -994736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -994739.562500 Penalty: 3049.376221
	Iteration 39Q: 3 clusters Score -994739.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -994741.750000 Penalty: 3049.376221
	Iteration 40F: 3 clusters Score -994741.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -994741.875000 Penalty: 3049.376221
	Iteration 41Q: 3 clusters Score -994741.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -994747.437500 Penalty: 3049.376221
	Iteration 42Q: 3 clusters Score -994747.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -994752.000000 Penalty: 3049.376221
	Iteration 43Q: 3 clusters Score -994752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -994751.312500 Penalty: 3049.376221
	Iteration 44Q: 3 clusters Score -994751.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -994759.437500 Penalty: 3049.376221
	Iteration 45Q: 3 clusters Score -994759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -994762.750000 Penalty: 3049.376221
	Iteration 46Q: 3 clusters Score -994762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -994761.312500 Penalty: 3049.376221
	Iteration 47Q: 3 clusters Score -994761.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -994762.812500 Penalty: 3049.376221
	Iteration 48Q: 3 clusters Score -994762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -994765.875000 Penalty: 3049.376221
	Iteration 49Q: 3 clusters Score -994765.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -994771.125000 Penalty: 3049.376221
	Iteration 50Q: 3 clusters Score -994771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -994769.687500 Penalty: 3049.376221
	Iteration 51Q: 3 clusters Score -994769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -994769.187500 Penalty: 3049.376221
	Iteration 52Q: 3 clusters Score -994769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -994768.937500 Penalty: 3049.376221
	Iteration 53Q: 3 clusters Score -994768.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -994769.875000 Penalty: 3049.376221
	Iteration 54Q: 3 clusters Score -994769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -994769.375000 Penalty: 3049.376221
	Iteration 55Q: 3 clusters Score -994769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -994771.187500 Penalty: 3049.376221
	Iteration 56Q: 3 clusters Score -994771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -994773.250000 Penalty: 3049.376221
	Iteration 57Q: 3 clusters Score -994773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -994771.562500 Penalty: 3049.376221
	Iteration 58Q: 3 clusters Score -994771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -994772.000000 Penalty: 3049.376221
	Iteration 59Q: 3 clusters Score -994772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -994772.125000 Penalty: 3049.376221
	Iteration 60F: 3 clusters Score -994772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -994770.375000 Penalty: 3049.376221
	Iteration 61Q: 3 clusters Score -994770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -994770.375000 Penalty: 3049.376221
	Iteration 62F: 3 clusters Score -994770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Entering Unmasked Estep 
Score: -1845366.125000 Penalty: 1621.740112
	Iteration 0F: 2 clusters Score -1845366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1830624.875000 Penalty: 3243.480225
	Iteration 0F: 3 clusters Score -1830625 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1836085.875000 Penalty: 3243.480225
	Iteration 1F: 3 clusters Score -1836086 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1836551.625000 Penalty: 3243.480225
	Iteration 2F: 3 clusters Score -1836552 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1837089.250000 Penalty: 3243.480225
	Iteration 3F: 3 clusters Score -1837089 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1837761.000000 Penalty: 3243.480225
	Iteration 4F: 3 clusters Score -1837761 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1838527.375000 Penalty: 3243.480225
	Iteration 5F: 3 clusters Score -1838527 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1839464.250000 Penalty: 3243.480225
	Iteration 6F: 3 clusters Score -1839464 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1840505.375000 Penalty: 3243.480225
	Iteration 7F: 3 clusters Score -1840505 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1841400.000000 Penalty: 3243.480225
	Iteration 8F: 3 clusters Score -1841400 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1842065.250000 Penalty: 3243.480225
	Iteration 9Q: 3 clusters Score -1842065 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1842473.125000 Penalty: 3243.480225
	Iteration 10Q: 3 clusters Score -1842473 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1842775.125000 Penalty: 3243.480225
	Iteration 11Q: 3 clusters Score -1842775 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1843013.750000 Penalty: 3243.480225
	Iteration 12Q: 3 clusters Score -1843014 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1843187.000000 Penalty: 3243.480225
	Iteration 13Q: 3 clusters Score -1843187 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1843323.625000 Penalty: 3243.480225
	Iteration 14Q: 3 clusters Score -1843324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1843436.875000 Penalty: 3243.480225
	Iteration 15Q: 3 clusters Score -1843437 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1843542.875000 Penalty: 3243.480225
	Iteration 16Q: 3 clusters Score -1843543 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1843616.375000 Penalty: 3243.480225
	Iteration 17Q: 3 clusters Score -1843616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1843680.000000 Penalty: 3243.480225
	Iteration 18Q: 3 clusters Score -1843680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1843734.250000 Penalty: 3243.480225
	Iteration 19Q: 3 clusters Score -1843734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1843782.250000 Penalty: 3243.480225
	Iteration 20F: 3 clusters Score -1843782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1843821.625000 Penalty: 3243.480225
	Iteration 21Q: 3 clusters Score -1843822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1843859.500000 Penalty: 3243.480225
	Iteration 22Q: 3 clusters Score -1843860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1843886.625000 Penalty: 3243.480225
	Iteration 23Q: 3 clusters Score -1843887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1843905.375000 Penalty: 3243.480225
	Iteration 24Q: 3 clusters Score -1843905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1843933.750000 Penalty: 3243.480225
	Iteration 25Q: 3 clusters Score -1843934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1843955.250000 Penalty: 3243.480225
	Iteration 26Q: 3 clusters Score -1843955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1843973.250000 Penalty: 3243.480225
	Iteration 27Q: 3 clusters Score -1843973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1843985.000000 Penalty: 3243.480225
	Iteration 28Q: 3 clusters Score -1843985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1844000.500000 Penalty: 3243.480225
	Iteration 29Q: 3 clusters Score -1844000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -1844007.250000 Penalty: 3243.480225
	Iteration 30Q: 3 clusters Score -1844007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -1844014.375000 Penalty: 3243.480225
	Iteration 31Q: 3 clusters Score -1844014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1844020.125000 Penalty: 3243.480225
	Iteration 32Q: 3 clusters Score -1844020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1844020.000000 Penalty: 3243.480225
	Iteration 33Q: 3 clusters Score -1844020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1844022.000000 Penalty: 3243.480225
	Iteration 34Q: 3 clusters Score -1844022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1844023.125000 Penalty: 3243.480225
	Iteration 35Q: 3 clusters Score -1844023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1844026.250000 Penalty: 3243.480225
	Iteration 36Q: 3 clusters Score -1844026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1844032.125000 Penalty: 3243.480225
	Iteration 37Q: 3 clusters Score -1844032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -1844032.625000 Penalty: 3243.480225
	Iteration 38Q: 3 clusters Score -1844033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1844034.375000 Penalty: 3243.480225
	Iteration 39Q: 3 clusters Score -1844034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -1844035.625000 Penalty: 3243.480225
	Iteration 40F: 3 clusters Score -1844036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1844033.625000 Penalty: 3243.480225
	Iteration 41Q: 3 clusters Score -1844034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1844035.500000 Penalty: 3243.480225
	Iteration 42Q: 3 clusters Score -1844036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1844037.750000 Penalty: 3243.480225
	Iteration 43Q: 3 clusters Score -1844038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -1844038.750000 Penalty: 3243.480225
	Iteration 44Q: 3 clusters Score -1844039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1844044.250000 Penalty: 3243.480225
	Iteration 45Q: 3 clusters Score -1844044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1844043.625000 Penalty: 3243.480225
	Iteration 46Q: 3 clusters Score -1844044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1844044.875000 Penalty: 3243.480225
	Iteration 47Q: 3 clusters Score -1844045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1844045.500000 Penalty: 3243.480225
	Iteration 48Q: 3 clusters Score -1844046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1844046.750000 Penalty: 3243.480225
	Iteration 49Q: 3 clusters Score -1844047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1844049.750000 Penalty: 3243.480225
	Iteration 50Q: 3 clusters Score -1844050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1844048.875000 Penalty: 3243.480225
	Iteration 51Q: 3 clusters Score -1844049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1844055.250000 Penalty: 3243.480225
	Iteration 52Q: 3 clusters Score -1844055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1844057.000000 Penalty: 3243.480225
	Iteration 53Q: 3 clusters Score -1844057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1844057.125000 Penalty: 3243.480225
	Iteration 54Q: 3 clusters Score -1844057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -1844057.000000 Penalty: 3243.480225
	Iteration 55Q: 3 clusters Score -1844057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1844055.250000 Penalty: 3243.480225
	Iteration 56Q: 3 clusters Score -1844055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1844055.625000 Penalty: 3243.480225
	Iteration 57Q: 3 clusters Score -1844056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1844057.000000 Penalty: 3243.480225
	Iteration 58Q: 3 clusters Score -1844057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1844057.000000 Penalty: 3243.480225
	Iteration 59F: 3 clusters Score -1844057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Entering Unmasked Estep 
Score: -210854.656250 Penalty: 1297.364380
	Iteration 0F: 2 clusters Score -210854.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -208180.468750 Penalty: 2594.728760
	Iteration 0F: 3 clusters Score -208180.5 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208939.531250 Penalty: 2594.728760
	Iteration 1F: 3 clusters Score -208939.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209138.156250 Penalty: 2594.728760
	Iteration 2F: 3 clusters Score -209138.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -209278.953125 Penalty: 2594.728760
	Iteration 3F: 3 clusters Score -209279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209355.937500 Penalty: 2594.728760
	Iteration 4Q: 3 clusters Score -209355.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -209409.828125 Penalty: 2594.728760
	Iteration 5Q: 3 clusters Score -209409.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -209445.531250 Penalty: 2594.728760
	Iteration 6Q: 3 clusters Score -209445.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -209472.062500 Penalty: 2594.728760
	Iteration 7Q: 3 clusters Score -209472.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -209493.187500 Penalty: 2594.728760
	Iteration 8Q: 3 clusters Score -209493.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -209516.218750 Penalty: 2594.728760
	Iteration 9Q: 3 clusters Score -209516.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -209534.734375 Penalty: 2594.728760
	Iteration 10Q: 3 clusters Score -209534.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -209546.140625 Penalty: 2594.728760
	Iteration 11Q: 3 clusters Score -209546.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -209553.625000 Penalty: 2594.728760
	Iteration 12Q: 3 clusters Score -209553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209561.765625 Penalty: 2594.728760
	Iteration 13Q: 3 clusters Score -209561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -209571.656250 Penalty: 2594.728760
	Iteration 14Q: 3 clusters Score -209571.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209582.906250 Penalty: 2594.728760
	Iteration 15Q: 3 clusters Score -209582.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209592.218750 Penalty: 2594.728760
	Iteration 16Q: 3 clusters Score -209592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209600.265625 Penalty: 2594.728760
	Iteration 17Q: 3 clusters Score -209600.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -209611.671875 Penalty: 2594.728760
	Iteration 18Q: 3 clusters Score -209611.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -209620.843750 Penalty: 2594.728760
	Iteration 19Q: 3 clusters Score -209620.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -209631.203125 Penalty: 2594.728760
	Iteration 20F: 3 clusters Score -209631.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -209639.250000 Penalty: 2594.728760
	Iteration 21Q: 3 clusters Score -209639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -209644.062500 Penalty: 2594.728760
	Iteration 22Q: 3 clusters Score -209644.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -209648.765625 Penalty: 2594.728760
	Iteration 23Q: 3 clusters Score -209648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -209656.437500 Penalty: 2594.728760
	Iteration 24Q: 3 clusters Score -209656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -209665.750000 Penalty: 2594.728760
	Iteration 25Q: 3 clusters Score -209665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -209676.203125 Penalty: 2594.728760
	Iteration 26Q: 3 clusters Score -209676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209685.625000 Penalty: 2594.728760
	Iteration 27Q: 3 clusters Score -209685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -209696.156250 Penalty: 2594.728760
	Iteration 28Q: 3 clusters Score -209696.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -209704.062500 Penalty: 2594.728760
	Iteration 29Q: 3 clusters Score -209704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -209710.312500 Penalty: 2594.728760
	Iteration 30Q: 3 clusters Score -209710.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -209716.390625 Penalty: 2594.728760
	Iteration 31Q: 3 clusters Score -209716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -209724.890625 Penalty: 2594.728760
	Iteration 32Q: 3 clusters Score -209724.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -209731.703125 Penalty: 2594.728760
	Iteration 33Q: 3 clusters Score -209731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -209737.062500 Penalty: 2594.728760
	Iteration 34Q: 3 clusters Score -209737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -209745.343750 Penalty: 2594.728760
	Iteration 35Q: 3 clusters Score -209745.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -209753.609375 Penalty: 2594.728760
	Iteration 36Q: 3 clusters Score -209753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -209759.703125 Penalty: 2594.728760
	Iteration 37Q: 3 clusters Score -209759.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -209763.671875 Penalty: 2594.728760
	Iteration 38Q: 3 clusters Score -209763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -209766.953125 Penalty: 2594.728760
	Iteration 39Q: 3 clusters Score -209767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -209771.062500 Penalty: 2594.728760
	Iteration 40F: 3 clusters Score -209771.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -209779.359375 Penalty: 2594.728760
	Iteration 41Q: 3 clusters Score -209779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -209783.937500 Penalty: 2594.728760
	Iteration 42Q: 3 clusters Score -209783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -209786.375000 Penalty: 2594.728760
	Iteration 43Q: 3 clusters Score -209786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -209787.921875 Penalty: 2594.728760
	Iteration 44Q: 3 clusters Score -209787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -209789.625000 Penalty: 2594.728760
	Iteration 45Q: 3 clusters Score -209789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -209791.203125 Penalty: 2594.728760
	Iteration 46Q: 3 clusters Score -209791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -209795.375000 Penalty: 2594.728760
	Iteration 47Q: 3 clusters Score -209795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -209797.609375 Penalty: 2594.728760
	Iteration 48Q: 3 clusters Score -209797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -209803.203125 Penalty: 2594.728760
	Iteration 49Q: 3 clusters Score -209803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -209806.765625 Penalty: 2594.728760
	Iteration 50Q: 3 clusters Score -209806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -209808.843750 Penalty: 2594.728760
	Iteration 51Q: 3 clusters Score -209808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -209810.734375 Penalty: 2594.728760
	Iteration 52Q: 3 clusters Score -209810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -209811.484375 Penalty: 2594.728760
	Iteration 53Q: 3 clusters Score -209811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -209812.640625 Penalty: 2594.728760
	Iteration 54Q: 3 clusters Score -209812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -209812.734375 Penalty: 2594.728760
	Iteration 55Q: 3 clusters Score -209812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -209813.453125 Penalty: 2594.728760
	Iteration 56Q: 3 clusters Score -209813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -209814.437500 Penalty: 2594.728760
	Iteration 57Q: 3 clusters Score -209814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -209814.343750 Penalty: 2594.728760
	Iteration 58Q: 3 clusters Score -209814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -209814.343750 Penalty: 2594.728760
	Iteration 59F: 3 clusters Score -209814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -201695.000000 Penalty: 1270.102295
	Iteration 0F: 2 clusters Score -201695 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 1190 members 
Entering Unmasked Estep 
Score: -199333.796875 Penalty: 2540.204590
	Iteration 0F: 3 clusters Score -199333.8 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -199962.656250 Penalty: 2540.204590
	Iteration 1F: 3 clusters Score -199962.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -200149.078125 Penalty: 2540.204590
	Iteration 2F: 3 clusters Score -200149.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -200279.031250 Penalty: 2540.204590
	Iteration 3F: 3 clusters Score -200279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -200382.218750 Penalty: 2540.204590
	Iteration 4Q: 3 clusters Score -200382.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -200463.171875 Penalty: 2540.204590
	Iteration 5Q: 3 clusters Score -200463.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200555.578125 Penalty: 2540.204590
	Iteration 6Q: 3 clusters Score -200555.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -200635.468750 Penalty: 2540.204590
	Iteration 7Q: 3 clusters Score -200635.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -200716.375000 Penalty: 2540.204590
	Iteration 8Q: 3 clusters Score -200716.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -200798.921875 Penalty: 2540.204590
	Iteration 9Q: 3 clusters Score -200798.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -200910.250000 Penalty: 2540.204590
	Iteration 10Q: 3 clusters Score -200910.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -200986.656250 Penalty: 2540.204590
	Iteration 11Q: 3 clusters Score -200986.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201037.671875 Penalty: 2540.204590
	Iteration 12Q: 3 clusters Score -201037.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -201096.234375 Penalty: 2540.204590
	Iteration 13Q: 3 clusters Score -201096.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201149.859375 Penalty: 2540.204590
	Iteration 14Q: 3 clusters Score -201149.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201187.234375 Penalty: 2540.204590
	Iteration 15Q: 3 clusters Score -201187.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -201209.562500 Penalty: 2540.204590
	Iteration 16Q: 3 clusters Score -201209.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201224.640625 Penalty: 2540.204590
	Iteration 17Q: 3 clusters Score -201224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -201235.000000 Penalty: 2540.204590
	Iteration 18Q: 3 clusters Score -201235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -201243.640625 Penalty: 2540.204590
	Iteration 19Q: 3 clusters Score -201243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201252.031250 Penalty: 2540.204590
	Iteration 20F: 3 clusters Score -201252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201255.781250 Penalty: 2540.204590
	Iteration 21Q: 3 clusters Score -201255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -201262.812500 Penalty: 2540.204590
	Iteration 22Q: 3 clusters Score -201262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201267.718750 Penalty: 2540.204590
	Iteration 23Q: 3 clusters Score -201267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -201272.125000 Penalty: 2540.204590
	Iteration 24Q: 3 clusters Score -201272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -201279.953125 Penalty: 2540.204590
	Iteration 25Q: 3 clusters Score -201280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -201287.343750 Penalty: 2540.204590
	Iteration 26Q: 3 clusters Score -201287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -201290.375000 Penalty: 2540.204590
	Iteration 27Q: 3 clusters Score -201290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -201292.750000 Penalty: 2540.204590
	Iteration 28Q: 3 clusters Score -201292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -201296.171875 Penalty: 2540.204590
	Iteration 29Q: 3 clusters Score -201296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -201300.000000 Penalty: 2540.204590
	Iteration 30Q: 3 clusters Score -201300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201300.453125 Penalty: 2540.204590
	Iteration 31Q: 3 clusters Score -201300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201301.421875 Penalty: 2540.204590
	Iteration 32Q: 3 clusters Score -201301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201301.937500 Penalty: 2540.204590
	Iteration 33Q: 3 clusters Score -201301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -201302.140625 Penalty: 2540.204590
	Iteration 34Q: 3 clusters Score -201302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201302.437500 Penalty: 2540.204590
	Iteration 35Q: 3 clusters Score -201302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201302.437500 Penalty: 2540.204590
	Iteration 36F: 3 clusters Score -201302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -189753.796875 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -189753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187445.703125 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -187445.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -187949.937500 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -187949.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -188051.468750 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -188051.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188117.453125 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -188117.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -188161.187500 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -188161.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -188192.859375 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -188192.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188216.125000 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -188216.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -188229.625000 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -188229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -188241.406250 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -188241.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -188261.843750 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -188261.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -188280.140625 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -188280.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -188296.500000 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -188296.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -188308.703125 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -188308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -188320.640625 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -188320.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -188336.703125 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -188336.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -188353.109375 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -188353.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -188365.234375 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -188365.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -188377.984375 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -188378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -188387.171875 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -188387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -188395.968750 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -188396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -188404.140625 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -188404.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -188410.875000 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -188410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -188417.406250 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -188417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -188422.500000 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -188422.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -188432.390625 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -188432.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -188442.609375 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -188442.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -188452.812500 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -188452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -188459.515625 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -188459.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -188466.093750 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -188466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -188474.937500 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -188474.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -188481.343750 Penalty: 2519.648438
	Iteration 30Q: 3 clusters Score -188481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -188485.640625 Penalty: 2519.648438
	Iteration 31Q: 3 clusters Score -188485.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -188492.156250 Penalty: 2519.648438
	Iteration 32Q: 3 clusters Score -188492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -188495.578125 Penalty: 2519.648438
	Iteration 33Q: 3 clusters Score -188495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -188497.562500 Penalty: 2519.648438
	Iteration 34Q: 3 clusters Score -188497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -188501.343750 Penalty: 2519.648438
	Iteration 35Q: 3 clusters Score -188501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -188506.296875 Penalty: 2519.648438
	Iteration 36Q: 3 clusters Score -188506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -188510.156250 Penalty: 2519.648438
	Iteration 37Q: 3 clusters Score -188510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -188515.046875 Penalty: 2519.648438
	Iteration 38Q: 3 clusters Score -188515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -188521.218750 Penalty: 2519.648438
	Iteration 39Q: 3 clusters Score -188521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -188531.015625 Penalty: 2519.648438
	Iteration 40F: 3 clusters Score -188531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -188538.812500 Penalty: 2519.648438
	Iteration 41Q: 3 clusters Score -188538.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -188544.828125 Penalty: 2519.648438
	Iteration 42Q: 3 clusters Score -188544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -188548.984375 Penalty: 2519.648438
	Iteration 43Q: 3 clusters Score -188549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -188555.046875 Penalty: 2519.648438
	Iteration 44Q: 3 clusters Score -188555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -188560.812500 Penalty: 2519.648438
	Iteration 45Q: 3 clusters Score -188560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -188561.656250 Penalty: 2519.648438
	Iteration 46Q: 3 clusters Score -188561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -188561.703125 Penalty: 2519.648438
	Iteration 47Q: 3 clusters Score -188561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -188565.281250 Penalty: 2519.648438
	Iteration 48Q: 3 clusters Score -188565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -188572.421875 Penalty: 2519.648438
	Iteration 49Q: 3 clusters Score -188572.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -188577.515625 Penalty: 2519.648438
	Iteration 50Q: 3 clusters Score -188577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -188579.328125 Penalty: 2519.648438
	Iteration 51Q: 3 clusters Score -188579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -188581.484375 Penalty: 2519.648438
	Iteration 52Q: 3 clusters Score -188581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -188585.062500 Penalty: 2519.648438
	Iteration 53Q: 3 clusters Score -188585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -188585.875000 Penalty: 2519.648438
	Iteration 54Q: 3 clusters Score -188585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -188586.359375 Penalty: 2519.648438
	Iteration 55Q: 3 clusters Score -188586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -188586.703125 Penalty: 2519.648438
	Iteration 56Q: 3 clusters Score -188586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -188587.531250 Penalty: 2519.648438
	Iteration 57Q: 3 clusters Score -188587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -188589.593750 Penalty: 2519.648438
	Iteration 58Q: 3 clusters Score -188589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -188590.718750 Penalty: 2519.648438
	Iteration 59Q: 3 clusters Score -188590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -188591.640625 Penalty: 2519.648438
	Iteration 60F: 3 clusters Score -188591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -188592.265625 Penalty: 2519.648438
	Iteration 61Q: 3 clusters Score -188592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -188592.265625 Penalty: 2519.648438
	Iteration 62F: 3 clusters Score -188592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Entering Unmasked Estep 
Score: -1373870.375000 Penalty: 1575.214966
	Iteration 0F: 2 clusters Score -1373870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1362871.250000 Penalty: 3150.429932
	Iteration 0F: 3 clusters Score -1362871 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1366930.250000 Penalty: 3150.429932
	Iteration 1F: 3 clusters Score -1366930 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1367424.875000 Penalty: 3150.429932
	Iteration 2F: 3 clusters Score -1367425 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1367947.375000 Penalty: 3150.429932
	Iteration 3F: 3 clusters Score -1367947 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1368553.000000 Penalty: 3150.429932
	Iteration 4F: 3 clusters Score -1368553 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1369221.875000 Penalty: 3150.429932
	Iteration 5F: 3 clusters Score -1369222 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1369923.750000 Penalty: 3150.429932
	Iteration 6F: 3 clusters Score -1369924 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1370471.500000 Penalty: 3150.429932
	Iteration 7F: 3 clusters Score -1370472 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1370888.000000 Penalty: 3150.429932
	Iteration 8Q: 3 clusters Score -1370888 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1371275.125000 Penalty: 3150.429932
	Iteration 9Q: 3 clusters Score -1371275 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1371653.375000 Penalty: 3150.429932
	Iteration 10Q: 3 clusters Score -1371653 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1371972.625000 Penalty: 3150.429932
	Iteration 11Q: 3 clusters Score -1371973 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1372194.125000 Penalty: 3150.429932
	Iteration 12Q: 3 clusters Score -1372194 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1372346.375000 Penalty: 3150.429932
	Iteration 13Q: 3 clusters Score -1372346 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1372423.875000 Penalty: 3150.429932
	Iteration 14Q: 3 clusters Score -1372424 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1372476.125000 Penalty: 3150.429932
	Iteration 15Q: 3 clusters Score -1372476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1372510.875000 Penalty: 3150.429932
	Iteration 16Q: 3 clusters Score -1372511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1372537.125000 Penalty: 3150.429932
	Iteration 17Q: 3 clusters Score -1372537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1372552.375000 Penalty: 3150.429932
	Iteration 18Q: 3 clusters Score -1372552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1372569.875000 Penalty: 3150.429932
	Iteration 19Q: 3 clusters Score -1372570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1372588.875000 Penalty: 3150.429932
	Iteration 20F: 3 clusters Score -1372589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1372612.000000 Penalty: 3150.429932
	Iteration 21Q: 3 clusters Score -1372612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1372617.125000 Penalty: 3150.429932
	Iteration 22Q: 3 clusters Score -1372617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1372630.000000 Penalty: 3150.429932
	Iteration 23Q: 3 clusters Score -1372630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1372637.750000 Penalty: 3150.429932
	Iteration 24Q: 3 clusters Score -1372638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1372649.875000 Penalty: 3150.429932
	Iteration 25Q: 3 clusters Score -1372650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1372657.500000 Penalty: 3150.429932
	Iteration 26Q: 3 clusters Score -1372658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1372664.375000 Penalty: 3150.429932
	Iteration 27Q: 3 clusters Score -1372664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1372660.750000 Penalty: 3150.429932
	Iteration 28Q: 3 clusters Score -1372661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1372664.750000 Penalty: 3150.429932
	Iteration 29Q: 3 clusters Score -1372665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1372670.125000 Penalty: 3150.429932
	Iteration 30Q: 3 clusters Score -1372670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1372673.000000 Penalty: 3150.429932
	Iteration 31Q: 3 clusters Score -1372673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1372668.750000 Penalty: 3150.429932
	Iteration 32Q: 3 clusters Score -1372669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1372673.750000 Penalty: 3150.429932
	Iteration 33Q: 3 clusters Score -1372674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1372674.125000 Penalty: 3150.429932
	Iteration 34Q: 3 clusters Score -1372674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1372678.250000 Penalty: 3150.429932
	Iteration 35Q: 3 clusters Score -1372678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1372680.625000 Penalty: 3150.429932
	Iteration 36Q: 3 clusters Score -1372681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1372677.125000 Penalty: 3150.429932
	Iteration 37Q: 3 clusters Score -1372677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1372679.500000 Penalty: 3150.429932
	Iteration 38Q: 3 clusters Score -1372680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1372678.500000 Penalty: 3150.429932
	Iteration 39Q: 3 clusters Score -1372678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1372678.375000 Penalty: 3150.429932
	Iteration 40F: 3 clusters Score -1372678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1372680.125000 Penalty: 3150.429932
	Iteration 41Q: 3 clusters Score -1372680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1372684.000000 Penalty: 3150.429932
	Iteration 42Q: 3 clusters Score -1372684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1372685.000000 Penalty: 3150.429932
	Iteration 43Q: 3 clusters Score -1372685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1372687.500000 Penalty: 3150.429932
	Iteration 44Q: 3 clusters Score -1372688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1372689.375000 Penalty: 3150.429932
	Iteration 45Q: 3 clusters Score -1372689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1372691.625000 Penalty: 3150.429932
	Iteration 46Q: 3 clusters Score -1372692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1372697.875000 Penalty: 3150.429932
	Iteration 47Q: 3 clusters Score -1372698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1372699.375000 Penalty: 3150.429932
	Iteration 48Q: 3 clusters Score -1372699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1372700.875000 Penalty: 3150.429932
	Iteration 49Q: 3 clusters Score -1372701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1372699.750000 Penalty: 3150.429932
	Iteration 50Q: 3 clusters Score -1372700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1372700.375000 Penalty: 3150.429932
	Iteration 51Q: 3 clusters Score -1372700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1372699.250000 Penalty: 3150.429932
	Iteration 52Q: 3 clusters Score -1372699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1372700.000000 Penalty: 3150.429932
	Iteration 53Q: 3 clusters Score -1372700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1372700.750000 Penalty: 3150.429932
	Iteration 54Q: 3 clusters Score -1372701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1372700.625000 Penalty: 3150.429932
	Iteration 55Q: 3 clusters Score -1372701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1372703.125000 Penalty: 3150.429932
	Iteration 56Q: 3 clusters Score -1372703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1372702.750000 Penalty: 3150.429932
	Iteration 57Q: 3 clusters Score -1372703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1372702.500000 Penalty: 3150.429932
	Iteration 58Q: 3 clusters Score -1372702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1372702.875000 Penalty: 3150.429932
	Iteration 59Q: 3 clusters Score -1372703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1372698.875000 Penalty: 3150.429932
	Iteration 60F: 3 clusters Score -1372699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1372698.625000 Penalty: 3150.429932
	Iteration 61Q: 3 clusters Score -1372699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1372699.625000 Penalty: 3150.429932
	Iteration 62Q: 3 clusters Score -1372700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1372699.625000 Penalty: 3150.429932
	Iteration 63Q: 3 clusters Score -1372700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1372699.625000 Penalty: 3150.429932
	Iteration 64Q: 3 clusters Score -1372700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1372701.375000 Penalty: 3150.429932
	Iteration 65Q: 3 clusters Score -1372701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1372699.250000 Penalty: 3150.429932
	Iteration 66Q: 3 clusters Score -1372699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1372700.125000 Penalty: 3150.429932
	Iteration 67Q: 3 clusters Score -1372700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1372700.125000 Penalty: 3150.429932
	Iteration 68F: 3 clusters Score -1372700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -136125.359375 Penalty: 1204.476074
	Iteration 0F: 2 clusters Score -136125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134203.531250 Penalty: 2408.952148
	Iteration 0F: 3 clusters Score -134203.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134584.187500 Penalty: 2408.952148
	Iteration 1F: 3 clusters Score -134584.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134691.453125 Penalty: 2408.952148
	Iteration 2F: 3 clusters Score -134691.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134761.390625 Penalty: 2408.952148
	Iteration 3F: 3 clusters Score -134761.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134806.953125 Penalty: 2408.952148
	Iteration 4Q: 3 clusters Score -134807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134837.500000 Penalty: 2408.952148
	Iteration 5Q: 3 clusters Score -134837.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134855.140625 Penalty: 2408.952148
	Iteration 6Q: 3 clusters Score -134855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134872.984375 Penalty: 2408.952148
	Iteration 7Q: 3 clusters Score -134873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134892.203125 Penalty: 2408.952148
	Iteration 8Q: 3 clusters Score -134892.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134908.062500 Penalty: 2408.952148
	Iteration 9Q: 3 clusters Score -134908.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134918.187500 Penalty: 2408.952148
	Iteration 10Q: 3 clusters Score -134918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134931.578125 Penalty: 2408.952148
	Iteration 11Q: 3 clusters Score -134931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134940.953125 Penalty: 2408.952148
	Iteration 12Q: 3 clusters Score -134941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134948.859375 Penalty: 2408.952148
	Iteration 13Q: 3 clusters Score -134948.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134962.656250 Penalty: 2408.952148
	Iteration 14Q: 3 clusters Score -134962.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134973.203125 Penalty: 2408.952148
	Iteration 15Q: 3 clusters Score -134973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134978.593750 Penalty: 2408.952148
	Iteration 16Q: 3 clusters Score -134978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -134988.281250 Penalty: 2408.952148
	Iteration 17Q: 3 clusters Score -134988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -134992.734375 Penalty: 2408.952148
	Iteration 18Q: 3 clusters Score -134992.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134999.546875 Penalty: 2408.952148
	Iteration 19Q: 3 clusters Score -134999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -135005.953125 Penalty: 2408.952148
	Iteration 20F: 3 clusters Score -135006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135011.359375 Penalty: 2408.952148
	Iteration 21Q: 3 clusters Score -135011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135019.609375 Penalty: 2408.952148
	Iteration 22Q: 3 clusters Score -135019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135024.203125 Penalty: 2408.952148
	Iteration 23Q: 3 clusters Score -135024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135029.203125 Penalty: 2408.952148
	Iteration 24Q: 3 clusters Score -135029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135034.484375 Penalty: 2408.952148
	Iteration 25Q: 3 clusters Score -135034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135044.406250 Penalty: 2408.952148
	Iteration 26Q: 3 clusters Score -135044.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135050.703125 Penalty: 2408.952148
	Iteration 27Q: 3 clusters Score -135050.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135056.906250 Penalty: 2408.952148
	Iteration 28Q: 3 clusters Score -135056.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135062.921875 Penalty: 2408.952148
	Iteration 29Q: 3 clusters Score -135062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135068.562500 Penalty: 2408.952148
	Iteration 30Q: 3 clusters Score -135068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135070.750000 Penalty: 2408.952148
	Iteration 31Q: 3 clusters Score -135070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135073.703125 Penalty: 2408.952148
	Iteration 32Q: 3 clusters Score -135073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -135075.531250 Penalty: 2408.952148
	Iteration 33Q: 3 clusters Score -135075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135077.968750 Penalty: 2408.952148
	Iteration 34Q: 3 clusters Score -135078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135080.296875 Penalty: 2408.952148
	Iteration 35Q: 3 clusters Score -135080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135082.921875 Penalty: 2408.952148
	Iteration 36Q: 3 clusters Score -135082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135085.546875 Penalty: 2408.952148
	Iteration 37Q: 3 clusters Score -135085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -135088.734375 Penalty: 2408.952148
	Iteration 38Q: 3 clusters Score -135088.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -135089.906250 Penalty: 2408.952148
	Iteration 39Q: 3 clusters Score -135089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135092.000000 Penalty: 2408.952148
	Iteration 40F: 3 clusters Score -135092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -135092.343750 Penalty: 2408.952148
	Iteration 41Q: 3 clusters Score -135092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135093.281250 Penalty: 2408.952148
	Iteration 42Q: 3 clusters Score -135093.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135093.281250 Penalty: 2408.952148
	Iteration 43F: 3 clusters Score -135093.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Entering Unmasked Estep 
Score: -2234310.000000 Penalty: 1668.881226
	Iteration 0F: 2 clusters Score -2234310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2215114.250000 Penalty: 3337.762451
	Iteration 0F: 3 clusters Score -2215114 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2223103.250000 Penalty: 3337.762451
	Iteration 1F: 3 clusters Score -2223103 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2224106.000000 Penalty: 3337.762451
	Iteration 2F: 3 clusters Score -2224106 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2225096.750000 Penalty: 3337.762451
	Iteration 3F: 3 clusters Score -2225097 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2225955.750000 Penalty: 3337.762451
	Iteration 4F: 3 clusters Score -2225956 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2226663.000000 Penalty: 3337.762451
	Iteration 5F: 3 clusters Score -2226663 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2227220.000000 Penalty: 3337.762451
	Iteration 6Q: 3 clusters Score -2227220 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2227629.750000 Penalty: 3337.762451
	Iteration 7Q: 3 clusters Score -2227630 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2227950.250000 Penalty: 3337.762451
	Iteration 8Q: 3 clusters Score -2227950 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2228194.750000 Penalty: 3337.762451
	Iteration 9Q: 3 clusters Score -2228195 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2228438.250000 Penalty: 3337.762451
	Iteration 10Q: 3 clusters Score -2228438 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2228667.500000 Penalty: 3337.762451
	Iteration 11Q: 3 clusters Score -2228668 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2228914.750000 Penalty: 3337.762451
	Iteration 12Q: 3 clusters Score -2228915 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2229138.750000 Penalty: 3337.762451
	Iteration 13Q: 3 clusters Score -2229139 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2229358.250000 Penalty: 3337.762451
	Iteration 14Q: 3 clusters Score -2229358 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2229562.750000 Penalty: 3337.762451
	Iteration 15Q: 3 clusters Score -2229563 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2229780.500000 Penalty: 3337.762451
	Iteration 16Q: 3 clusters Score -2229780 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2229995.500000 Penalty: 3337.762451
	Iteration 17Q: 3 clusters Score -2229996 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2230202.500000 Penalty: 3337.762451
	Iteration 18Q: 3 clusters Score -2230202 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2230326.500000 Penalty: 3337.762451
	Iteration 19Q: 3 clusters Score -2230326 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2230422.750000 Penalty: 3337.762451
	Iteration 20F: 3 clusters Score -2230423 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2230507.250000 Penalty: 3337.762451
	Iteration 21Q: 3 clusters Score -2230507 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2230570 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2230622 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2230664 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2230690 nChanged 172
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Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2230712 nChanged 174
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Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2230735 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2230766 nChanged 159
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Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2230780 nChanged 143
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Mstep: Class 1 contains 14147 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2230805 nChanged 137
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Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2230815 nChanged 148
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Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2230842 nChanged 165
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Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2230860 nChanged 148
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Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2230894 nChanged 131
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2230912 nChanged 118
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Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2230914 nChanged 124
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Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2230929 nChanged 100
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2230936 nChanged 73
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Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2230938 nChanged 53
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Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2230942 nChanged 41
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Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2230942 nChanged 43
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Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2230947 nChanged 57
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Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2230953 nChanged 49
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Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2230963 nChanged 60
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Mstep: Class 1 contains 14250 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2230968 nChanged 60
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Mstep: Class 1 contains 14274 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2230978 nChanged 62
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Mstep: Class 1 contains 14288 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2230985 nChanged 57
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2230984 nChanged 63
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14351 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14364 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2231004 nChanged 60
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2231011 nChanged 53
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2231024 nChanged 44
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2231030 nChanged 49
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Entering Unmasked Estep 
Score: -2231033.250000 Penalty: 3337.762451
	Iteration 61Q: 3 clusters Score -2231033 nChanged 43
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2231034 nChanged 41
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	Iteration 63Q: 3 clusters Score -2231038 nChanged 42
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	Iteration 64Q: 3 clusters Score -2231031 nChanged 36
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	Iteration 65Q: 3 clusters Score -2231032 nChanged 34
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2231034 nChanged 31
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	Iteration 67Q: 3 clusters Score -2231036 nChanged 27
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	Iteration 68Q: 3 clusters Score -2231041 nChanged 26
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	Iteration 69Q: 3 clusters Score -2231048 nChanged 27
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2231046 nChanged 25
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2231052 nChanged 25
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2231054 nChanged 32
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2231054 nChanged 29
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2231061 nChanged 34
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	Iteration 75Q: 3 clusters Score -2231061 nChanged 39
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	Iteration 76Q: 3 clusters Score -2231063 nChanged 43
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	Iteration 77Q: 3 clusters Score -2231069 nChanged 40
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2231067 nChanged 36
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	Iteration 79Q: 3 clusters Score -2231070 nChanged 30
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	Iteration 80F: 3 clusters Score -2231080 nChanged 33
Entering Unmasked Mstep 
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	Iteration 81Q: 3 clusters Score -2231072 nChanged 32
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	Iteration 82Q: 3 clusters Score -2231074 nChanged 40
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	Iteration 83Q: 3 clusters Score -2231077 nChanged 44
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	Iteration 84Q: 3 clusters Score -2231083 nChanged 39
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2231089 nChanged 55
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	Iteration 86Q: 3 clusters Score -2231100 nChanged 55
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	Iteration 87Q: 3 clusters Score -2231100 nChanged 64
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2231112 nChanged 69
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	Iteration 90Q: 3 clusters Score -2231120 nChanged 64
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	Iteration 91Q: 3 clusters Score -2231126 nChanged 64
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	Iteration 92Q: 3 clusters Score -2231123 nChanged 65
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	Iteration 93Q: 3 clusters Score -2231137 nChanged 82
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	Iteration 94Q: 3 clusters Score -2231150 nChanged 95
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	Iteration 95Q: 3 clusters Score -2231161 nChanged 111
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	Iteration 96Q: 3 clusters Score -2231183 nChanged 122
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	Iteration 97Q: 3 clusters Score -2231194 nChanged 135
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	Iteration 98Q: 3 clusters Score -2231216 nChanged 137
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	Iteration 99Q: 3 clusters Score -2231230 nChanged 135
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	Iteration 100F: 3 clusters Score -2231254 nChanged 127
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	Iteration 102Q: 3 clusters Score -2231272 nChanged 90
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	Iteration 103Q: 3 clusters Score -2231279 nChanged 89
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	Iteration 104Q: 3 clusters Score -2231290 nChanged 75
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	Iteration 105Q: 3 clusters Score -2231291 nChanged 70
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	Iteration 106Q: 3 clusters Score -2231300 nChanged 67
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2231311 nChanged 66
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	Iteration 108Q: 3 clusters Score -2231314 nChanged 78
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	Iteration 109Q: 3 clusters Score -2231326 nChanged 80
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	Iteration 110Q: 3 clusters Score -2231334 nChanged 55
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	Iteration 111Q: 3 clusters Score -2231337 nChanged 48
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	Iteration 112Q: 3 clusters Score -2231332 nChanged 50
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	Iteration 113Q: 3 clusters Score -2231344 nChanged 47
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	Iteration 114Q: 3 clusters Score -2231346 nChanged 46
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2231354 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2231360 nChanged 51
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Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2231361 nChanged 52
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Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2231363 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2231368 nChanged 53
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2231372 nChanged 60
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Mstep: Class 1 contains 14541 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2231374 nChanged 67
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Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2231381 nChanged 51
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Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2231384 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2231394 nChanged 44
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Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2231394 nChanged 45
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Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2231400 nChanged 38
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Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2231398 nChanged 34
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Mstep: Class 1 contains 14270 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2231402 nChanged 38
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Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2231401 nChanged 38
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Mstep: Class 1 contains 14214 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2231400 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2231406 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2231412 nChanged 43
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Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2231408 nChanged 40
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Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2231418 nChanged 48
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2231414 nChanged 63
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Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2231432 nChanged 66
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Mstep: Class 1 contains 13931 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2231433 nChanged 84
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Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2231448 nChanged 72
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Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2231454 nChanged 60
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Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2231461 nChanged 68
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Mstep: Class 1 contains 13705 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2231472 nChanged 79
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Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2231468 nChanged 75
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Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2231478 nChanged 75
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2231480 nChanged 80
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Mstep: Class 1 contains 13426 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2231498 nChanged 80
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Mstep: Class 1 contains 13350 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2231496 nChanged 72
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Mstep: Class 1 contains 13282 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2231500 nChanged 69
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	Iteration 148Q: 3 clusters Score -2231501 nChanged 74
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13069 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2231528 nChanged 76
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Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2231533 nChanged 72
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Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2231541 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2231549 nChanged 74
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Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2231552 nChanged 66
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Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2231563 nChanged 77
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Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2231562 nChanged 71
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Mstep: Class 1 contains 12611 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2231570 nChanged 68
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Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2231576 nChanged 85
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Mstep: Class 1 contains 12464 members 
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Mstep: Class 1 contains 12364 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2231594 nChanged 96
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Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2231611 nChanged 90
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Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2231625 nChanged 90
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Mstep: Class 1 contains 12092 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2231631 nChanged 95
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Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 16856 members 
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	Iteration 164Q: 3 clusters Score -2231643 nChanged 94
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Mstep: Class 1 contains 11907 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2231651 nChanged 84
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Mstep: Class 1 contains 11831 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2231661 nChanged 79
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Mstep: Class 1 contains 11754 members 
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	Iteration 167Q: 3 clusters Score -2231670 nChanged 74
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2231669 nChanged 55
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Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 17218 members 
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Mstep: Class 1 contains 11537 members 
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	Iteration 171Q: 3 clusters Score -2231673 nChanged 54
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Mstep: Class 1 contains 11485 members 
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	Iteration 172Q: 3 clusters Score -2231682 nChanged 55
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Mstep: Class 1 contains 11432 members 
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	Iteration 173Q: 3 clusters Score -2231688 nChanged 71
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Mstep: Class 1 contains 11363 members 
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	Iteration 174Q: 3 clusters Score -2231697 nChanged 87
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Mstep: Class 1 contains 11280 members 
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	Iteration 175Q: 3 clusters Score -2231708 nChanged 68
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Mstep: Class 1 contains 11212 members 
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	Iteration 176Q: 3 clusters Score -2231716 nChanged 69
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Mstep: Class 1 contains 11145 members 
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	Iteration 177Q: 3 clusters Score -2231724 nChanged 75
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Mstep: Class 1 contains 11070 members 
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	Iteration 178Q: 3 clusters Score -2231742 nChanged 98
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Mstep: Class 1 contains 10972 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2231756 nChanged 119
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2231774 nChanged 130
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Mstep: Class 1 contains 10723 members 
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	Iteration 181Q: 3 clusters Score -2231790 nChanged 128
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Mstep: Class 1 contains 10595 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2231806 nChanged 147
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Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2231836 nChanged 144
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Mstep: Class 1 contains 10316 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2231868 nChanged 151
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Mstep: Class 1 contains 10171 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2231891 nChanged 147
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Mstep: Class 1 contains 10024 members 
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	Iteration 186Q: 3 clusters Score -2231906 nChanged 147
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Mstep: Class 1 contains 9877 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2231932 nChanged 144
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Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2231955 nChanged 139
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2231974 nChanged 156
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Mstep: Class 1 contains 9440 members 
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Mstep: Class 1 contains 9280 members 
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	Iteration 191Q: 3 clusters Score -2232043 nChanged 170
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Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 19739 members 
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	Iteration 193Q: 3 clusters Score -2232120 nChanged 176
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Mstep: Class 1 contains 8770 members 
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	Iteration 194Q: 3 clusters Score -2232166 nChanged 172
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Mstep: Class 1 contains 8608 members 
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	Iteration 195Q: 3 clusters Score -2232200 nChanged 191
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Mstep: Class 1 contains 8435 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2232237 nChanged 182
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Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2232288 nChanged 181
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2232324 nChanged 170
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Mstep: Class 1 contains 7924 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2232394 nChanged 179
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Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2232436 nChanged 171
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Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2232469 nChanged 187
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Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2232522 nChanged 191
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Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2232571 nChanged 195
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Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2232614 nChanged 207
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Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2232662 nChanged 192
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Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2232710 nChanged 181
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Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2232736.000000 Penalty: 3337.762451
	Iteration 208Q: 3 clusters Score -2232736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2232773.000000 Penalty: 3337.762451
	Iteration 209Q: 3 clusters Score -2232773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2232805.250000 Penalty: 3337.762451
	Iteration 210Q: 3 clusters Score -2232805 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2232842.750000 Penalty: 3337.762451
	Iteration 211Q: 3 clusters Score -2232843 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2232873.500000 Penalty: 3337.762451
	Iteration 212Q: 3 clusters Score -2232874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2232901.750000 Penalty: 3337.762451
	Iteration 213Q: 3 clusters Score -2232902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2232950.750000 Penalty: 3337.762451
	Iteration 214Q: 3 clusters Score -2232951 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2232983.750000 Penalty: 3337.762451
	Iteration 215Q: 3 clusters Score -2232984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2233012.000000 Penalty: 3337.762451
	Iteration 216Q: 3 clusters Score -2233012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2233028.750000 Penalty: 3337.762451
	Iteration 217Q: 3 clusters Score -2233029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2233056.750000 Penalty: 3337.762451
	Iteration 218Q: 3 clusters Score -2233057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2233066.500000 Penalty: 3337.762451
	Iteration 219Q: 3 clusters Score -2233066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2233073.000000 Penalty: 3337.762451
	Iteration 220F: 3 clusters Score -2233073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2233079.000000 Penalty: 3337.762451
	Iteration 221Q: 3 clusters Score -2233079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2233076.500000 Penalty: 3337.762451
	Iteration 222Q: 3 clusters Score -2233076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2233080.250000 Penalty: 3337.762451
	Iteration 223Q: 3 clusters Score -2233080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2233083.000000 Penalty: 3337.762451
	Iteration 224Q: 3 clusters Score -2233083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2233088.000000 Penalty: 3337.762451
	Iteration 225Q: 3 clusters Score -2233088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2233092.250000 Penalty: 3337.762451
	Iteration 226Q: 3 clusters Score -2233092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2233091.000000 Penalty: 3337.762451
	Iteration 227Q: 3 clusters Score -2233091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2233091.000000 Penalty: 3337.762451
	Iteration 228Q: 3 clusters Score -2233091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2233097.000000 Penalty: 3337.762451
	Iteration 229Q: 3 clusters Score -2233097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2233106.000000 Penalty: 3337.762451
	Iteration 230Q: 3 clusters Score -2233106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2233105.750000 Penalty: 3337.762451
	Iteration 231Q: 3 clusters Score -2233106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2233110.750000 Penalty: 3337.762451
	Iteration 232Q: 3 clusters Score -2233111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2233110.500000 Penalty: 3337.762451
	Iteration 233Q: 3 clusters Score -2233110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2233119.000000 Penalty: 3337.762451
	Iteration 234Q: 3 clusters Score -2233119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2233122.250000 Penalty: 3337.762451
	Iteration 235Q: 3 clusters Score -2233122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2233121.750000 Penalty: 3337.762451
	Iteration 236Q: 3 clusters Score -2233122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2233122.750000 Penalty: 3337.762451
	Iteration 237Q: 3 clusters Score -2233123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2233131.250000 Penalty: 3337.762451
	Iteration 238Q: 3 clusters Score -2233131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2233138.000000 Penalty: 3337.762451
	Iteration 239Q: 3 clusters Score -2233138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2233143.750000 Penalty: 3337.762451
	Iteration 240F: 3 clusters Score -2233144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2233149.000000 Penalty: 3337.762451
	Iteration 241Q: 3 clusters Score -2233149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2233158.750000 Penalty: 3337.762451
	Iteration 242Q: 3 clusters Score -2233159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2233162.750000 Penalty: 3337.762451
	Iteration 243Q: 3 clusters Score -2233163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2233166.000000 Penalty: 3337.762451
	Iteration 244Q: 3 clusters Score -2233166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2233177.000000 Penalty: 3337.762451
	Iteration 245Q: 3 clusters Score -2233177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -2233181.500000 Penalty: 3337.762451
	Iteration 246Q: 3 clusters Score -2233182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -2233187.000000 Penalty: 3337.762451
	Iteration 247Q: 3 clusters Score -2233187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2233189.500000 Penalty: 3337.762451
	Iteration 248Q: 3 clusters Score -2233190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2233200.250000 Penalty: 3337.762451
	Iteration 249Q: 3 clusters Score -2233200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2233202.750000 Penalty: 3337.762451
	Iteration 250Q: 3 clusters Score -2233203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -2233208.250000 Penalty: 3337.762451
	Iteration 251Q: 3 clusters Score -2233208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -2233205.250000 Penalty: 3337.762451
	Iteration 252Q: 3 clusters Score -2233205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -2233205.250000 Penalty: 3337.762451
	Iteration 253Q: 3 clusters Score -2233205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2233209.750000 Penalty: 3337.762451
	Iteration 254Q: 3 clusters Score -2233210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2233208.750000 Penalty: 3337.762451
	Iteration 255Q: 3 clusters Score -2233209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -2233208.000000 Penalty: 3337.762451
	Iteration 256Q: 3 clusters Score -2233208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2233213.750000 Penalty: 3337.762451
	Iteration 257Q: 3 clusters Score -2233214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2233211.750000 Penalty: 3337.762451
	Iteration 258Q: 3 clusters Score -2233212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2233215.250000 Penalty: 3337.762451
	Iteration 259Q: 3 clusters Score -2233215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2233216.000000 Penalty: 3337.762451
	Iteration 260F: 3 clusters Score -2233216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2233215.500000 Penalty: 3337.762451
	Iteration 261Q: 3 clusters Score -2233216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2233217.250000 Penalty: 3337.762451
	Iteration 262Q: 3 clusters Score -2233217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -2233216.000000 Penalty: 3337.762451
	Iteration 263Q: 3 clusters Score -2233216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2233217.500000 Penalty: 3337.762451
	Iteration 264Q: 3 clusters Score -2233218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2233219.750000 Penalty: 3337.762451
	Iteration 265Q: 3 clusters Score -2233220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2233218.250000 Penalty: 3337.762451
	Iteration 266Q: 3 clusters Score -2233218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2233216.250000 Penalty: 3337.762451
	Iteration 267Q: 3 clusters Score -2233216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2233216.500000 Penalty: 3337.762451
	Iteration 268Q: 3 clusters Score -2233216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2233218.000000 Penalty: 3337.762451
	Iteration 269Q: 3 clusters Score -2233218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2233214.500000 Penalty: 3337.762451
	Iteration 270Q: 3 clusters Score -2233214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2233216.750000 Penalty: 3337.762451
	Iteration 271Q: 3 clusters Score -2233217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2233218.750000 Penalty: 3337.762451
	Iteration 272Q: 3 clusters Score -2233219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2233219.250000 Penalty: 3337.762451
	Iteration 273Q: 3 clusters Score -2233219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -2233219.250000 Penalty: 3337.762451
	Iteration 274Q: 3 clusters Score -2233219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2233219.750000 Penalty: 3337.762451
	Iteration 275Q: 3 clusters Score -2233220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2233218.250000 Penalty: 3337.762451
	Iteration 276Q: 3 clusters Score -2233218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2233219.750000 Penalty: 3337.762451
	Iteration 277Q: 3 clusters Score -2233220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2233218.250000 Penalty: 3337.762451
	Iteration 278Q: 3 clusters Score -2233218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2233221.000000 Penalty: 3337.762451
	Iteration 279Q: 3 clusters Score -2233221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2233220.500000 Penalty: 3337.762451
	Iteration 280F: 3 clusters Score -2233220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Entering Unmasked Estep 
Score: -463458.000000 Penalty: 1399.324829
	Iteration 0F: 2 clusters Score -463458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -459089.500000 Penalty: 2798.649658
	Iteration 0F: 3 clusters Score -459089.5 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -460388.437500 Penalty: 2798.649658
	Iteration 1F: 3 clusters Score -460388.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -460542.781250 Penalty: 2798.649658
	Iteration 2F: 3 clusters Score -460542.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -460656.250000 Penalty: 2798.649658
	Iteration 3Q: 3 clusters Score -460656.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -460743.656250 Penalty: 2798.649658
	Iteration 4Q: 3 clusters Score -460743.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -460820.062500 Penalty: 2798.649658
	Iteration 5Q: 3 clusters Score -460820.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -460893.968750 Penalty: 2798.649658
	Iteration 6Q: 3 clusters Score -460894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -460975.437500 Penalty: 2798.649658
	Iteration 7Q: 3 clusters Score -460975.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -461069.875000 Penalty: 2798.649658
	Iteration 8Q: 3 clusters Score -461069.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -461188.687500 Penalty: 2798.649658
	Iteration 9Q: 3 clusters Score -461188.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -461313.250000 Penalty: 2798.649658
	Iteration 10Q: 3 clusters Score -461313.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -461473.062500 Penalty: 2798.649658
	Iteration 11Q: 3 clusters Score -461473.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -461659.781250 Penalty: 2798.649658
	Iteration 12Q: 3 clusters Score -461659.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -461806.093750 Penalty: 2798.649658
	Iteration 13Q: 3 clusters Score -461806.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -461920.937500 Penalty: 2798.649658
	Iteration 14Q: 3 clusters Score -461920.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -461995.031250 Penalty: 2798.649658
	Iteration 15Q: 3 clusters Score -461995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -462047.625000 Penalty: 2798.649658
	Iteration 16Q: 3 clusters Score -462047.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -462098.937500 Penalty: 2798.649658
	Iteration 17Q: 3 clusters Score -462098.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -462128.468750 Penalty: 2798.649658
	Iteration 18Q: 3 clusters Score -462128.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -462162.156250 Penalty: 2798.649658
	Iteration 19Q: 3 clusters Score -462162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -462178.718750 Penalty: 2798.649658
	Iteration 20F: 3 clusters Score -462178.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -462195.000000 Penalty: 2798.649658
	Iteration 21Q: 3 clusters Score -462195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -462213.312500 Penalty: 2798.649658
	Iteration 22Q: 3 clusters Score -462213.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -462223.281250 Penalty: 2798.649658
	Iteration 23Q: 3 clusters Score -462223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -462230.093750 Penalty: 2798.649658
	Iteration 24Q: 3 clusters Score -462230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -462234.843750 Penalty: 2798.649658
	Iteration 25Q: 3 clusters Score -462234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -462237.875000 Penalty: 2798.649658
	Iteration 26Q: 3 clusters Score -462237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -462240.000000 Penalty: 2798.649658
	Iteration 27Q: 3 clusters Score -462240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -462240.062500 Penalty: 2798.649658
	Iteration 28Q: 3 clusters Score -462240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -462241.156250 Penalty: 2798.649658
	Iteration 29Q: 3 clusters Score -462241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -462243.406250 Penalty: 2798.649658
	Iteration 30Q: 3 clusters Score -462243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -462244.781250 Penalty: 2798.649658
	Iteration 31Q: 3 clusters Score -462244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -462245.375000 Penalty: 2798.649658
	Iteration 32Q: 3 clusters Score -462245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -462246.718750 Penalty: 2798.649658
	Iteration 33Q: 3 clusters Score -462246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -462246.718750 Penalty: 2798.649658
	Iteration 34F: 3 clusters Score -462246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -88017.750000 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -88017.75 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 556 members 
Entering Unmasked Estep 
Score: -86552.218750 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -86552.22 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86887.296875 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -86887.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86993.382812 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -86993.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87048.656250 Penalty: 2281.852295
	Iteration 3Q: 3 clusters Score -87048.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87087.757812 Penalty: 2281.852295
	Iteration 4Q: 3 clusters Score -87087.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87108.343750 Penalty: 2281.852295
	Iteration 5Q: 3 clusters Score -87108.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87125.148438 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -87125.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87142.500000 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -87142.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87164.406250 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -87164.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87196.007812 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -87196.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87243.171875 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -87243.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87328.609375 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -87328.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87428.835938 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -87428.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87543.914062 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -87543.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87649.796875 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -87649.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87723.460938 Penalty: 2281.852295
	Iteration 15Q: 3 clusters Score -87723.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87752.226562 Penalty: 2281.852295
	Iteration 16Q: 3 clusters Score -87752.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87772.476562 Penalty: 2281.852295
	Iteration 17Q: 3 clusters Score -87772.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87787.273438 Penalty: 2281.852295
	Iteration 18Q: 3 clusters Score -87787.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87815.906250 Penalty: 2281.852295
	Iteration 19Q: 3 clusters Score -87815.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87875.406250 Penalty: 2281.852295
	Iteration 20F: 3 clusters Score -87875.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87955.765625 Penalty: 2281.852295
	Iteration 21Q: 3 clusters Score -87955.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87985.234375 Penalty: 2281.852295
	Iteration 22Q: 3 clusters Score -87985.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87999.679688 Penalty: 2281.852295
	Iteration 23Q: 3 clusters Score -87999.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88009.984375 Penalty: 2281.852295
	Iteration 24Q: 3 clusters Score -88009.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88015.468750 Penalty: 2281.852295
	Iteration 25Q: 3 clusters Score -88015.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88017.921875 Penalty: 2281.852295
	Iteration 26Q: 3 clusters Score -88017.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88018.531250 Penalty: 2281.852295
	Iteration 27Q: 3 clusters Score -88018.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88018.531250 Penalty: 2281.852295
	Iteration 28F: 3 clusters Score -88018.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6039 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 157602 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 11881 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28855 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 703 members 
Mstep: Class 32 contains 417 members 
Entering Unmasked Estep 
Score: -54415912.000000 Penalty: 69658.390625
Splitting cluster 31 changes total score from -54416944.000000 to -54415912.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212100 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6039 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 66195 members 
Mstep: Class 19 contains 5689 members 
Mstep: Class 20 contains 157602 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 11881 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16214 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28855 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416976.000000 Penalty: 67481.570312
Iteration 119Q: 32 clusters Score -5.441698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212099 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10199 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12786 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 66193 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157597 members 
Mstep: Class 21 contains 12751 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 21581 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28851 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416964.000000 Penalty: 67481.570312
Iteration 120F: 32 clusters Score -5.441696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212097 members 
Mstep: Class 2 contains 21291 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 66193 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157589 members 
Mstep: Class 21 contains 12749 members 
Mstep: Class 22 contains 11876 members 
Mstep: Class 23 contains 21575 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1655 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416972.000000 Penalty: 67481.570312
Iteration 121Q: 32 clusters Score -5.441697e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212093 members 
Mstep: Class 2 contains 21292 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 66188 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 157589 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 11874 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 28852 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416984.000000 Penalty: 67481.570312
Iteration 122Q: 32 clusters Score -5.441698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212093 members 
Mstep: Class 2 contains 21292 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10238 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 66188 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 157588 members 
Mstep: Class 21 contains 12740 members 
Mstep: Class 22 contains 11872 members 
Mstep: Class 23 contains 21565 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 28847 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417004.000000 Penalty: 67481.570312
Iteration 123Q: 32 clusters Score -5.4417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212094 members 
Mstep: Class 2 contains 21293 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 66189 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 157580 members 
Mstep: Class 21 contains 12738 members 
Mstep: Class 22 contains 11871 members 
Mstep: Class 23 contains 21559 members 
Mstep: Class 24 contains 2931 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 28846 members 
Mstep: Class 30 contains 5493 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416996.000000 Penalty: 67481.570312
Iteration 124Q: 32 clusters Score -5.4417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212090 members 
Mstep: Class 2 contains 21294 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66188 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157577 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 22 contains 11868 members 
Mstep: Class 23 contains 21558 members 
Mstep: Class 24 contains 2930 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 28844 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417008.000000 Penalty: 67481.570312
Iteration 125Q: 32 clusters Score -5.441701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212089 members 
Mstep: Class 2 contains 21296 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 66188 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157570 members 
Mstep: Class 21 contains 12733 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 21556 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16218 members 
Mstep: Class 28 contains 1660 members 
Mstep: Class 29 contains 28846 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416980.000000 Penalty: 67481.570312
Iteration 126Q: 32 clusters Score -5.441698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 21295 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157569 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 11865 members 
Mstep: Class 23 contains 21551 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28846 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416928.000000 Penalty: 67481.570312
Iteration 127Q: 32 clusters Score -5.441693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212087 members 
Mstep: Class 2 contains 21295 members 
Mstep: Class 3 contains 10730 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12786 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157568 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 21548 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28847 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416948.000000 Penalty: 67481.570312
Iteration 128Q: 32 clusters Score -5.441695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212087 members 
Mstep: Class 2 contains 21294 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157568 members 
Mstep: Class 21 contains 12727 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 21547 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28850 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416948.000000 Penalty: 67481.570312
Iteration 129Q: 32 clusters Score -5.441695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212083 members 
Mstep: Class 2 contains 21295 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157568 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 22 contains 11862 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416984.000000 Penalty: 67481.570312
Iteration 130Q: 32 clusters Score -5.441698e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 21297 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3735 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2670 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 66189 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157565 members 
Mstep: Class 21 contains 12723 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 2928 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417000.000000 Penalty: 67481.570312
Iteration 131Q: 32 clusters Score -5.4417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10284 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 66189 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157563 members 
Mstep: Class 21 contains 12721 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16215 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417012.000000 Penalty: 67481.570312
Iteration 132Q: 32 clusters Score -5.441701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 21300 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 66189 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12719 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 21545 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16215 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417004.000000 Penalty: 67481.570312
Iteration 133Q: 32 clusters Score -5.4417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157566 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 21542 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16215 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417004.000000 Penalty: 67481.570312
Iteration 134Q: 32 clusters Score -5.4417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212080 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10291 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 66190 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157565 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 21542 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54417008.000000 Penalty: 67481.570312
Iteration 135Q: 32 clusters Score -5.441701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 21540 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416984.000000 Penalty: 67481.570312
Iteration 136Q: 32 clusters Score -5.441698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21541 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416988.000000 Penalty: 67481.570312
Iteration 137Q: 32 clusters Score -5.441699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21540 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416992.000000 Penalty: 67481.570312
Iteration 138Q: 32 clusters Score -5.441699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21540 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54416992.000000 Penalty: 67481.570312
Iteration 139F: 32 clusters Score -5.441699e+07 nChanged 0
Entering ConstructFrom: 
Score: -54416992.000000 Penalty: 67481.570312
Entering ConstructFrom: 
Trying to split cluster 1 (212081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212081 members 
Entering Unmasked Estep 
Score: -18242800.000000 Penalty: 1993.017578
	Iteration 0F: 2 clusters Score -1.82428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -18100454.000000 Penalty: 3986.035156
	Iteration 0F: 3 clusters Score -1.810045e+07 nChanged 102885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -18161658.000000 Penalty: 3986.035156
	Iteration 1F: 3 clusters Score -1.816166e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -18163546.000000 Penalty: 3986.035156
	Iteration 2Q: 3 clusters Score -1.816355e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -18167206.000000 Penalty: 3986.035156
	Iteration 3Q: 3 clusters Score -1.816721e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -18173366.000000 Penalty: 3986.035156
	Iteration 4F: 3 clusters Score -1.817337e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -18183958.000000 Penalty: 3986.035156
	Iteration 5F: 3 clusters Score -1.818396e+07 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -18199466.000000 Penalty: 3986.035156
	Iteration 6F: 3 clusters Score -1.819947e+07 nChanged 17380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182527 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -18214976.000000 Penalty: 3986.035156
	Iteration 7F: 3 clusters Score -1.821498e+07 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195342 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -18226820.000000 Penalty: 3986.035156
	Iteration 8F: 3 clusters Score -1.822682e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203402 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -18234146.000000 Penalty: 3986.035156
	Iteration 9Q: 3 clusters Score -1.823415e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207657 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -18238018.000000 Penalty: 3986.035156
	Iteration 10Q: 3 clusters Score -1.823802e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209787 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -18239802.000000 Penalty: 3986.035156
	Iteration 11Q: 3 clusters Score -1.82398e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210725 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -18240586.000000 Penalty: 3986.035156
	Iteration 12Q: 3 clusters Score -1.824059e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18240986.000000 Penalty: 3986.035156
	Iteration 13Q: 3 clusters Score -1.824099e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211321 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -18241178.000000 Penalty: 3986.035156
	Iteration 14Q: 3 clusters Score -1.824118e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211386 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -18241296.000000 Penalty: 3986.035156
	Iteration 15Q: 3 clusters Score -1.82413e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18241420.000000 Penalty: 3986.035156
	Iteration 16Q: 3 clusters Score -1.824142e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18241492.000000 Penalty: 3986.035156
	Iteration 17Q: 3 clusters Score -1.824149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211417 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -18241558.000000 Penalty: 3986.035156
	Iteration 18Q: 3 clusters Score -1.824156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211405 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18241586.000000 Penalty: 3986.035156
	Iteration 19Q: 3 clusters Score -1.824159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211395 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -18241610.000000 Penalty: 3986.035156
	Iteration 20F: 3 clusters Score -1.824161e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211378 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -18241648.000000 Penalty: 3986.035156
	Iteration 21Q: 3 clusters Score -1.824165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -18241648.000000 Penalty: 3986.035156
	Iteration 22Q: 3 clusters Score -1.824165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18241710.000000 Penalty: 3986.035156
	Iteration 23Q: 3 clusters Score -1.824171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211329 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18241712.000000 Penalty: 3986.035156
	Iteration 24Q: 3 clusters Score -1.824171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211316 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -18241734.000000 Penalty: 3986.035156
	Iteration 25Q: 3 clusters Score -1.824173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211298 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18241740.000000 Penalty: 3986.035156
	Iteration 26Q: 3 clusters Score -1.824174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211282 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -18241738.000000 Penalty: 3986.035156
	Iteration 27Q: 3 clusters Score -1.824174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211269 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18241772.000000 Penalty: 3986.035156
	Iteration 28Q: 3 clusters Score -1.824177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211249 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18241822.000000 Penalty: 3986.035156
	Iteration 29Q: 3 clusters Score -1.824182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211231 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -18241804.000000 Penalty: 3986.035156
	Iteration 30Q: 3 clusters Score -1.82418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211204 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -18241836.000000 Penalty: 3986.035156
	Iteration 31Q: 3 clusters Score -1.824184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211185 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -18241866.000000 Penalty: 3986.035156
	Iteration 32Q: 3 clusters Score -1.824187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18241884.000000 Penalty: 3986.035156
	Iteration 33Q: 3 clusters Score -1.824188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -18241882.000000 Penalty: 3986.035156
	Iteration 34Q: 3 clusters Score -1.824188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211164 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -18241886.000000 Penalty: 3986.035156
	Iteration 35Q: 3 clusters Score -1.824189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18241878.000000 Penalty: 3986.035156
	Iteration 36Q: 3 clusters Score -1.824188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211173 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -18241878.000000 Penalty: 3986.035156
	Iteration 37Q: 3 clusters Score -1.824188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18241888.000000 Penalty: 3986.035156
	Iteration 38Q: 3 clusters Score -1.824189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211175 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18241890.000000 Penalty: 3986.035156
	Iteration 39Q: 3 clusters Score -1.824189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211174 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -18241910.000000 Penalty: 3986.035156
	Iteration 40F: 3 clusters Score -1.824191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211170 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18241910.000000 Penalty: 3986.035156
	Iteration 41Q: 3 clusters Score -1.824191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211160 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -18241904.000000 Penalty: 3986.035156
	Iteration 42Q: 3 clusters Score -1.82419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211143 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18241932.000000 Penalty: 3986.035156
	Iteration 43Q: 3 clusters Score -1.824193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211126 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -18241938.000000 Penalty: 3986.035156
	Iteration 44Q: 3 clusters Score -1.824194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211116 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -18241916.000000 Penalty: 3986.035156
	Iteration 45Q: 3 clusters Score -1.824192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211108 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -18241944.000000 Penalty: 3986.035156
	Iteration 46Q: 3 clusters Score -1.824194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211104 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -18241970.000000 Penalty: 3986.035156
	Iteration 47Q: 3 clusters Score -1.824197e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211089 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -18241986.000000 Penalty: 3986.035156
	Iteration 48Q: 3 clusters Score -1.824199e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211072 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -18241992.000000 Penalty: 3986.035156
	Iteration 49Q: 3 clusters Score -1.824199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211052 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18241986.000000 Penalty: 3986.035156
	Iteration 50Q: 3 clusters Score -1.824199e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211014 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -18242028.000000 Penalty: 3986.035156
	Iteration 51Q: 3 clusters Score -1.824203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210974 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18242076.000000 Penalty: 3986.035156
	Iteration 52Q: 3 clusters Score -1.824208e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210936 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -18242086.000000 Penalty: 3986.035156
	Iteration 53Q: 3 clusters Score -1.824209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210912 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -18242096.000000 Penalty: 3986.035156
	Iteration 54Q: 3 clusters Score -1.82421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210895 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18242116.000000 Penalty: 3986.035156
	Iteration 55Q: 3 clusters Score -1.824212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210891 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -18242120.000000 Penalty: 3986.035156
	Iteration 56Q: 3 clusters Score -1.824212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210891 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -18242118.000000 Penalty: 3986.035156
	Iteration 57Q: 3 clusters Score -1.824212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210887 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -18242126.000000 Penalty: 3986.035156
	Iteration 58Q: 3 clusters Score -1.824213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210884 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -18242122.000000 Penalty: 3986.035156
	Iteration 59Q: 3 clusters Score -1.824212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210880 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18242130.000000 Penalty: 3986.035156
	Iteration 60F: 3 clusters Score -1.824213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210871 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18242124.000000 Penalty: 3986.035156
	Iteration 61Q: 3 clusters Score -1.824212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210864 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18242128.000000 Penalty: 3986.035156
	Iteration 62Q: 3 clusters Score -1.824213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210854 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18242134.000000 Penalty: 3986.035156
	Iteration 63Q: 3 clusters Score -1.824213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210857 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18242142.000000 Penalty: 3986.035156
	Iteration 64Q: 3 clusters Score -1.824214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210850 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -18242140.000000 Penalty: 3986.035156
	Iteration 65Q: 3 clusters Score -1.824214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -18242150.000000 Penalty: 3986.035156
	Iteration 66Q: 3 clusters Score -1.824215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210833 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18242150.000000 Penalty: 3986.035156
	Iteration 67Q: 3 clusters Score -1.824215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210827 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -18242172.000000 Penalty: 3986.035156
	Iteration 68Q: 3 clusters Score -1.824217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210821 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -18242156.000000 Penalty: 3986.035156
	Iteration 69Q: 3 clusters Score -1.824216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210814 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -18242134.000000 Penalty: 3986.035156
	Iteration 70Q: 3 clusters Score -1.824213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210812 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18242142.000000 Penalty: 3986.035156
	Iteration 71Q: 3 clusters Score -1.824214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210805 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -18242138.000000 Penalty: 3986.035156
	Iteration 72Q: 3 clusters Score -1.824214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210796 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18242124.000000 Penalty: 3986.035156
	Iteration 73Q: 3 clusters Score -1.824212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210785 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -18242136.000000 Penalty: 3986.035156
	Iteration 74Q: 3 clusters Score -1.824214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210777 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18242134.000000 Penalty: 3986.035156
	Iteration 75Q: 3 clusters Score -1.824213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210773 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18242156.000000 Penalty: 3986.035156
	Iteration 76Q: 3 clusters Score -1.824216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210773 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -18242148.000000 Penalty: 3986.035156
	Iteration 77Q: 3 clusters Score -1.824215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210772 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -18242146.000000 Penalty: 3986.035156
	Iteration 78Q: 3 clusters Score -1.824215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210771 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -18242152.000000 Penalty: 3986.035156
	Iteration 79Q: 3 clusters Score -1.824215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210770 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18242150.000000 Penalty: 3986.035156
	Iteration 80F: 3 clusters Score -1.824215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210769 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18242150.000000 Penalty: 3986.035156
	Iteration 81Q: 3 clusters Score -1.824215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210769 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -18242150.000000 Penalty: 3986.035156
	Iteration 82F: 3 clusters Score -1.824215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Entering Unmasked Estep 
Score: -1818883.750000 Penalty: 1619.534912
	Iteration 0F: 2 clusters Score -1818884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1804382.875000 Penalty: 3239.069824
	Iteration 0F: 3 clusters Score -1804383 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1809644.750000 Penalty: 3239.069824
	Iteration 1F: 3 clusters Score -1809645 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1809977.625000 Penalty: 3239.069824
	Iteration 2Q: 3 clusters Score -1809978 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1810345.625000 Penalty: 3239.069824
	Iteration 3Q: 3 clusters Score -1810346 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1810757.125000 Penalty: 3239.069824
	Iteration 4Q: 3 clusters Score -1810757 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1811283.125000 Penalty: 3239.069824
	Iteration 5Q: 3 clusters Score -1811283 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1811916.875000 Penalty: 3239.069824
	Iteration 6F: 3 clusters Score -1811917 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1812601.625000 Penalty: 3239.069824
	Iteration 7F: 3 clusters Score -1812602 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1813236.250000 Penalty: 3239.069824
	Iteration 8F: 3 clusters Score -1813236 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1813765.125000 Penalty: 3239.069824
	Iteration 9Q: 3 clusters Score -1813765 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1814195.500000 Penalty: 3239.069824
	Iteration 10Q: 3 clusters Score -1814196 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1814545.750000 Penalty: 3239.069824
	Iteration 11Q: 3 clusters Score -1814546 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1814820.750000 Penalty: 3239.069824
	Iteration 12Q: 3 clusters Score -1814821 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1815031.250000 Penalty: 3239.069824
	Iteration 13Q: 3 clusters Score -1815031 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1815198.375000 Penalty: 3239.069824
	Iteration 14Q: 3 clusters Score -1815198 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1815349.000000 Penalty: 3239.069824
	Iteration 15Q: 3 clusters Score -1815349 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1815482.250000 Penalty: 3239.069824
	Iteration 16Q: 3 clusters Score -1815482 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1815588.750000 Penalty: 3239.069824
	Iteration 17Q: 3 clusters Score -1815589 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1815692.500000 Penalty: 3239.069824
	Iteration 18Q: 3 clusters Score -1815692 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1815760.500000 Penalty: 3239.069824
	Iteration 19Q: 3 clusters Score -1815760 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1815822.625000 Penalty: 3239.069824
	Iteration 20F: 3 clusters Score -1815823 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1815876.250000 Penalty: 3239.069824
	Iteration 21Q: 3 clusters Score -1815876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1815928.000000 Penalty: 3239.069824
	Iteration 22Q: 3 clusters Score -1815928 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1815959.500000 Penalty: 3239.069824
	Iteration 23Q: 3 clusters Score -1815960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1816003.750000 Penalty: 3239.069824
	Iteration 24Q: 3 clusters Score -1816004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1816047.875000 Penalty: 3239.069824
	Iteration 25Q: 3 clusters Score -1816048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1816090.500000 Penalty: 3239.069824
	Iteration 26Q: 3 clusters Score -1816090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1816134.750000 Penalty: 3239.069824
	Iteration 27Q: 3 clusters Score -1816135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1816185.125000 Penalty: 3239.069824
	Iteration 28Q: 3 clusters Score -1816185 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1816235.250000 Penalty: 3239.069824
	Iteration 29Q: 3 clusters Score -1816235 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1816281.500000 Penalty: 3239.069824
	Iteration 30Q: 3 clusters Score -1816282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1816323.000000 Penalty: 3239.069824
	Iteration 31Q: 3 clusters Score -1816323 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1816353.375000 Penalty: 3239.069824
	Iteration 32Q: 3 clusters Score -1816353 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1816392.000000 Penalty: 3239.069824
	Iteration 33Q: 3 clusters Score -1816392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1816419.500000 Penalty: 3239.069824
	Iteration 34Q: 3 clusters Score -1816420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1816463.125000 Penalty: 3239.069824
	Iteration 35Q: 3 clusters Score -1816463 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1816499.500000 Penalty: 3239.069824
	Iteration 36Q: 3 clusters Score -1816500 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1816542.250000 Penalty: 3239.069824
	Iteration 37Q: 3 clusters Score -1816542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1816581.750000 Penalty: 3239.069824
	Iteration 38Q: 3 clusters Score -1816582 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1816616.250000 Penalty: 3239.069824
	Iteration 39Q: 3 clusters Score -1816616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1816658.500000 Penalty: 3239.069824
	Iteration 40F: 3 clusters Score -1816658 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1816704.750000 Penalty: 3239.069824
	Iteration 41Q: 3 clusters Score -1816705 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1816739.875000 Penalty: 3239.069824
	Iteration 42Q: 3 clusters Score -1816740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1816789.125000 Penalty: 3239.069824
	Iteration 43Q: 3 clusters Score -1816789 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1816831.375000 Penalty: 3239.069824
	Iteration 44Q: 3 clusters Score -1816831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1816865.500000 Penalty: 3239.069824
	Iteration 45Q: 3 clusters Score -1816866 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1816909.125000 Penalty: 3239.069824
	Iteration 46Q: 3 clusters Score -1816909 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1816932.875000 Penalty: 3239.069824
	Iteration 47Q: 3 clusters Score -1816933 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1816964.250000 Penalty: 3239.069824
	Iteration 48Q: 3 clusters Score -1816964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1817002.500000 Penalty: 3239.069824
	Iteration 49Q: 3 clusters Score -1817002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1817049.250000 Penalty: 3239.069824
	Iteration 50Q: 3 clusters Score -1817049 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1817081.625000 Penalty: 3239.069824
	Iteration 51Q: 3 clusters Score -1817082 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1817131.875000 Penalty: 3239.069824
	Iteration 52Q: 3 clusters Score -1817132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1817181.250000 Penalty: 3239.069824
	Iteration 53Q: 3 clusters Score -1817181 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1817247.125000 Penalty: 3239.069824
	Iteration 54Q: 3 clusters Score -1817247 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1817310.125000 Penalty: 3239.069824
	Iteration 55Q: 3 clusters Score -1817310 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1817374.125000 Penalty: 3239.069824
	Iteration 56Q: 3 clusters Score -1817374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1817436.250000 Penalty: 3239.069824
	Iteration 57Q: 3 clusters Score -1817436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1817507.375000 Penalty: 3239.069824
	Iteration 58Q: 3 clusters Score -1817507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1817596.875000 Penalty: 3239.069824
	Iteration 59Q: 3 clusters Score -1817597 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1817680.125000 Penalty: 3239.069824
	Iteration 60F: 3 clusters Score -1817680 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1817775.375000 Penalty: 3239.069824
	Iteration 61Q: 3 clusters Score -1817775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1817830.500000 Penalty: 3239.069824
	Iteration 62Q: 3 clusters Score -1817830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1817873.000000 Penalty: 3239.069824
	Iteration 63Q: 3 clusters Score -1817873 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1817904.250000 Penalty: 3239.069824
	Iteration 64Q: 3 clusters Score -1817904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1817933.250000 Penalty: 3239.069824
	Iteration 65Q: 3 clusters Score -1817933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1817950.125000 Penalty: 3239.069824
	Iteration 66Q: 3 clusters Score -1817950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1817956.125000 Penalty: 3239.069824
	Iteration 67Q: 3 clusters Score -1817956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1817963.125000 Penalty: 3239.069824
	Iteration 68Q: 3 clusters Score -1817963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1817968.125000 Penalty: 3239.069824
	Iteration 69Q: 3 clusters Score -1817968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1817975.125000 Penalty: 3239.069824
	Iteration 70Q: 3 clusters Score -1817975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1817983.250000 Penalty: 3239.069824
	Iteration 71Q: 3 clusters Score -1817983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1817985.625000 Penalty: 3239.069824
	Iteration 72Q: 3 clusters Score -1817986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1817983.250000 Penalty: 3239.069824
	Iteration 73Q: 3 clusters Score -1817983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1817988.250000 Penalty: 3239.069824
	Iteration 74Q: 3 clusters Score -1817988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1817991.125000 Penalty: 3239.069824
	Iteration 75Q: 3 clusters Score -1817991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1817996.375000 Penalty: 3239.069824
	Iteration 76Q: 3 clusters Score -1817996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1817996.750000 Penalty: 3239.069824
	Iteration 77Q: 3 clusters Score -1817997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1817992.250000 Penalty: 3239.069824
	Iteration 78Q: 3 clusters Score -1817992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1817992.250000 Penalty: 3239.069824
	Iteration 79Q: 3 clusters Score -1817992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1817994.125000 Penalty: 3239.069824
	Iteration 80F: 3 clusters Score -1817994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1817995.750000 Penalty: 3239.069824
	Iteration 81Q: 3 clusters Score -1817996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1817994.875000 Penalty: 3239.069824
	Iteration 82Q: 3 clusters Score -1817995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1817990.250000 Penalty: 3239.069824
	Iteration 83Q: 3 clusters Score -1817990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1817992.625000 Penalty: 3239.069824
	Iteration 84Q: 3 clusters Score -1817993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1817993.250000 Penalty: 3239.069824
	Iteration 85Q: 3 clusters Score -1817993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1817993.625000 Penalty: 3239.069824
	Iteration 86Q: 3 clusters Score -1817994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1817995.625000 Penalty: 3239.069824
	Iteration 87Q: 3 clusters Score -1817996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1817995.625000 Penalty: 3239.069824
	Iteration 88F: 3 clusters Score -1817996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Entering Unmasked Estep 
Score: -899405.250000 Penalty: 1508.145020
	Iteration 0F: 2 clusters Score -899405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -891887.312500 Penalty: 3016.290039
	Iteration 0F: 3 clusters Score -891887.3 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -894429.000000 Penalty: 3016.290039
	Iteration 1F: 3 clusters Score -894429 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -894778.687500 Penalty: 3016.290039
	Iteration 2F: 3 clusters Score -894778.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -895111.437500 Penalty: 3016.290039
	Iteration 3F: 3 clusters Score -895111.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -895445.562500 Penalty: 3016.290039
	Iteration 4F: 3 clusters Score -895445.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -895740.437500 Penalty: 3016.290039
	Iteration 5F: 3 clusters Score -895740.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -895989.375000 Penalty: 3016.290039
	Iteration 6Q: 3 clusters Score -895989.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -896217.250000 Penalty: 3016.290039
	Iteration 7Q: 3 clusters Score -896217.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -896406.812500 Penalty: 3016.290039
	Iteration 8Q: 3 clusters Score -896406.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -896590.062500 Penalty: 3016.290039
	Iteration 9Q: 3 clusters Score -896590.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -896799.437500 Penalty: 3016.290039
	Iteration 10Q: 3 clusters Score -896799.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -896996.000000 Penalty: 3016.290039
	Iteration 11Q: 3 clusters Score -896996 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -897182.937500 Penalty: 3016.290039
	Iteration 12Q: 3 clusters Score -897182.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -897372.312500 Penalty: 3016.290039
	Iteration 13Q: 3 clusters Score -897372.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -897538.437500 Penalty: 3016.290039
	Iteration 14Q: 3 clusters Score -897538.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -897680.500000 Penalty: 3016.290039
	Iteration 15Q: 3 clusters Score -897680.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -897807.687500 Penalty: 3016.290039
	Iteration 16Q: 3 clusters Score -897807.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -897927.250000 Penalty: 3016.290039
	Iteration 17Q: 3 clusters Score -897927.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -898015.875000 Penalty: 3016.290039
	Iteration 18Q: 3 clusters Score -898015.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -898079.000000 Penalty: 3016.290039
	Iteration 19Q: 3 clusters Score -898079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -898122.812500 Penalty: 3016.290039
	Iteration 20F: 3 clusters Score -898122.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -898154.500000 Penalty: 3016.290039
	Iteration 21Q: 3 clusters Score -898154.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -898177.500000 Penalty: 3016.290039
	Iteration 22Q: 3 clusters Score -898177.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -898188.062500 Penalty: 3016.290039
	Iteration 23Q: 3 clusters Score -898188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -898197.375000 Penalty: 3016.290039
	Iteration 24Q: 3 clusters Score -898197.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -898206.875000 Penalty: 3016.290039
	Iteration 25Q: 3 clusters Score -898206.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -898213.625000 Penalty: 3016.290039
	Iteration 26Q: 3 clusters Score -898213.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -898223.562500 Penalty: 3016.290039
	Iteration 27Q: 3 clusters Score -898223.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -898232.500000 Penalty: 3016.290039
	Iteration 28Q: 3 clusters Score -898232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -898238.750000 Penalty: 3016.290039
	Iteration 29Q: 3 clusters Score -898238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -898245.500000 Penalty: 3016.290039
	Iteration 30Q: 3 clusters Score -898245.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -898249.562500 Penalty: 3016.290039
	Iteration 31Q: 3 clusters Score -898249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -898251.937500 Penalty: 3016.290039
	Iteration 32Q: 3 clusters Score -898251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -898252.875000 Penalty: 3016.290039
	Iteration 33Q: 3 clusters Score -898252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -898255.812500 Penalty: 3016.290039
	Iteration 34Q: 3 clusters Score -898255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -898256.812500 Penalty: 3016.290039
	Iteration 35Q: 3 clusters Score -898256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -898256.937500 Penalty: 3016.290039
	Iteration 36Q: 3 clusters Score -898256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -898257.062500 Penalty: 3016.290039
	Iteration 37Q: 3 clusters Score -898257.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -898257.062500 Penalty: 3016.290039
	Iteration 38F: 3 clusters Score -898257.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -891527.125000 Penalty: 1501.389038
	Iteration 0F: 2 clusters Score -891527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -884172.187500 Penalty: 3002.778076
	Iteration 0F: 3 clusters Score -884172.2 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -886669.437500 Penalty: 3002.778076
	Iteration 1F: 3 clusters Score -886669.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -886971.562500 Penalty: 3002.778076
	Iteration 2F: 3 clusters Score -886971.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -887221.187500 Penalty: 3002.778076
	Iteration 3F: 3 clusters Score -887221.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -887461.625000 Penalty: 3002.778076
	Iteration 4Q: 3 clusters Score -887461.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -887698.812500 Penalty: 3002.778076
	Iteration 5Q: 3 clusters Score -887698.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -887952.187500 Penalty: 3002.778076
	Iteration 6Q: 3 clusters Score -887952.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -888184.562500 Penalty: 3002.778076
	Iteration 7Q: 3 clusters Score -888184.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -888419.875000 Penalty: 3002.778076
	Iteration 8Q: 3 clusters Score -888419.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -888636.750000 Penalty: 3002.778076
	Iteration 9Q: 3 clusters Score -888636.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -888805.812500 Penalty: 3002.778076
	Iteration 10Q: 3 clusters Score -888805.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -888919.687500 Penalty: 3002.778076
	Iteration 11Q: 3 clusters Score -888919.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -888994.062500 Penalty: 3002.778076
	Iteration 12Q: 3 clusters Score -888994.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -889037.000000 Penalty: 3002.778076
	Iteration 13Q: 3 clusters Score -889037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -889068.875000 Penalty: 3002.778076
	Iteration 14Q: 3 clusters Score -889068.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -889101.125000 Penalty: 3002.778076
	Iteration 15Q: 3 clusters Score -889101.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -889129.375000 Penalty: 3002.778076
	Iteration 16Q: 3 clusters Score -889129.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -889159.375000 Penalty: 3002.778076
	Iteration 17Q: 3 clusters Score -889159.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -889187.687500 Penalty: 3002.778076
	Iteration 18Q: 3 clusters Score -889187.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -889219.250000 Penalty: 3002.778076
	Iteration 19Q: 3 clusters Score -889219.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -889235.500000 Penalty: 3002.778076
	Iteration 20F: 3 clusters Score -889235.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -889256.562500 Penalty: 3002.778076
	Iteration 21Q: 3 clusters Score -889256.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -889277.125000 Penalty: 3002.778076
	Iteration 22Q: 3 clusters Score -889277.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -889296.250000 Penalty: 3002.778076
	Iteration 23Q: 3 clusters Score -889296.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -889312.500000 Penalty: 3002.778076
	Iteration 24Q: 3 clusters Score -889312.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -889326.562500 Penalty: 3002.778076
	Iteration 25Q: 3 clusters Score -889326.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -889343.500000 Penalty: 3002.778076
	Iteration 26Q: 3 clusters Score -889343.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -889364.750000 Penalty: 3002.778076
	Iteration 27Q: 3 clusters Score -889364.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -889384.437500 Penalty: 3002.778076
	Iteration 28Q: 3 clusters Score -889384.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -889409.437500 Penalty: 3002.778076
	Iteration 29Q: 3 clusters Score -889409.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -889430.062500 Penalty: 3002.778076
	Iteration 30Q: 3 clusters Score -889430.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -889450.687500 Penalty: 3002.778076
	Iteration 31Q: 3 clusters Score -889450.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -889478.000000 Penalty: 3002.778076
	Iteration 32Q: 3 clusters Score -889478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -889514.125000 Penalty: 3002.778076
	Iteration 33Q: 3 clusters Score -889514.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -889545.000000 Penalty: 3002.778076
	Iteration 34Q: 3 clusters Score -889545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -889580.312500 Penalty: 3002.778076
	Iteration 35Q: 3 clusters Score -889580.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -889612.062500 Penalty: 3002.778076
	Iteration 36Q: 3 clusters Score -889612.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -889643.625000 Penalty: 3002.778076
	Iteration 37Q: 3 clusters Score -889643.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -889675.125000 Penalty: 3002.778076
	Iteration 38Q: 3 clusters Score -889675.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -889700.812500 Penalty: 3002.778076
	Iteration 39Q: 3 clusters Score -889700.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -889733.062500 Penalty: 3002.778076
	Iteration 40F: 3 clusters Score -889733.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -889761.000000 Penalty: 3002.778076
	Iteration 41Q: 3 clusters Score -889761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -889798.937500 Penalty: 3002.778076
	Iteration 42Q: 3 clusters Score -889798.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -889836.125000 Penalty: 3002.778076
	Iteration 43Q: 3 clusters Score -889836.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -889881.437500 Penalty: 3002.778076
	Iteration 44Q: 3 clusters Score -889881.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -889913.125000 Penalty: 3002.778076
	Iteration 45Q: 3 clusters Score -889913.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -889942.500000 Penalty: 3002.778076
	Iteration 46Q: 3 clusters Score -889942.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -889972.812500 Penalty: 3002.778076
	Iteration 47Q: 3 clusters Score -889972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -889996.187500 Penalty: 3002.778076
	Iteration 48Q: 3 clusters Score -889996.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -890012.750000 Penalty: 3002.778076
	Iteration 49Q: 3 clusters Score -890012.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -890023.937500 Penalty: 3002.778076
	Iteration 50Q: 3 clusters Score -890023.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -890043.750000 Penalty: 3002.778076
	Iteration 51Q: 3 clusters Score -890043.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -890056.062500 Penalty: 3002.778076
	Iteration 52Q: 3 clusters Score -890056.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -890062.000000 Penalty: 3002.778076
	Iteration 53Q: 3 clusters Score -890062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -890071.625000 Penalty: 3002.778076
	Iteration 54Q: 3 clusters Score -890071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -890080.062500 Penalty: 3002.778076
	Iteration 55Q: 3 clusters Score -890080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -890086.250000 Penalty: 3002.778076
	Iteration 56Q: 3 clusters Score -890086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -890092.125000 Penalty: 3002.778076
	Iteration 57Q: 3 clusters Score -890092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -890097.375000 Penalty: 3002.778076
	Iteration 58Q: 3 clusters Score -890097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -890102.750000 Penalty: 3002.778076
	Iteration 59Q: 3 clusters Score -890102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -890106.437500 Penalty: 3002.778076
	Iteration 60F: 3 clusters Score -890106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -890107.687500 Penalty: 3002.778076
	Iteration 61Q: 3 clusters Score -890107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -890109.250000 Penalty: 3002.778076
	Iteration 62Q: 3 clusters Score -890109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -890114.125000 Penalty: 3002.778076
	Iteration 63Q: 3 clusters Score -890114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -890117.375000 Penalty: 3002.778076
	Iteration 64Q: 3 clusters Score -890117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -890120.312500 Penalty: 3002.778076
	Iteration 65Q: 3 clusters Score -890120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -890123.500000 Penalty: 3002.778076
	Iteration 66Q: 3 clusters Score -890123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -890127.562500 Penalty: 3002.778076
	Iteration 67Q: 3 clusters Score -890127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -890132.312500 Penalty: 3002.778076
	Iteration 68Q: 3 clusters Score -890132.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -890134.812500 Penalty: 3002.778076
	Iteration 69Q: 3 clusters Score -890134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -890136.750000 Penalty: 3002.778076
	Iteration 70Q: 3 clusters Score -890136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -890140.312500 Penalty: 3002.778076
	Iteration 71Q: 3 clusters Score -890140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -890143.375000 Penalty: 3002.778076
	Iteration 72Q: 3 clusters Score -890143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -890147.187500 Penalty: 3002.778076
	Iteration 73Q: 3 clusters Score -890147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -890149.437500 Penalty: 3002.778076
	Iteration 74Q: 3 clusters Score -890149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -890153.187500 Penalty: 3002.778076
	Iteration 75Q: 3 clusters Score -890153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -890152.812500 Penalty: 3002.778076
	Iteration 76Q: 3 clusters Score -890152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -890153.125000 Penalty: 3002.778076
	Iteration 77Q: 3 clusters Score -890153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -890153.125000 Penalty: 3002.778076
	Iteration 78F: 3 clusters Score -890153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -226725.218750 Penalty: 1286.658813
	Iteration 0F: 2 clusters Score -226725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -224172.687500 Penalty: 2573.317627
	Iteration 0F: 3 clusters Score -224172.7 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224840.968750 Penalty: 2573.317627
	Iteration 1F: 3 clusters Score -224841 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -224999.140625 Penalty: 2573.317627
	Iteration 2F: 3 clusters Score -224999.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -225108.328125 Penalty: 2573.317627
	Iteration 3F: 3 clusters Score -225108.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225200.750000 Penalty: 2573.317627
	Iteration 4Q: 3 clusters Score -225200.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -225280.078125 Penalty: 2573.317627
	Iteration 5Q: 3 clusters Score -225280.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -225347.296875 Penalty: 2573.317627
	Iteration 6Q: 3 clusters Score -225347.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -225397.953125 Penalty: 2573.317627
	Iteration 7Q: 3 clusters Score -225398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -225439.968750 Penalty: 2573.317627
	Iteration 8Q: 3 clusters Score -225440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225471.890625 Penalty: 2573.317627
	Iteration 9Q: 3 clusters Score -225471.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -225501.234375 Penalty: 2573.317627
	Iteration 10Q: 3 clusters Score -225501.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -225524.625000 Penalty: 2573.317627
	Iteration 11Q: 3 clusters Score -225524.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -225553.484375 Penalty: 2573.317627
	Iteration 12Q: 3 clusters Score -225553.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225575.140625 Penalty: 2573.317627
	Iteration 13Q: 3 clusters Score -225575.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -225596.890625 Penalty: 2573.317627
	Iteration 14Q: 3 clusters Score -225596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -225614.156250 Penalty: 2573.317627
	Iteration 15Q: 3 clusters Score -225614.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -225637.375000 Penalty: 2573.317627
	Iteration 16Q: 3 clusters Score -225637.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -225669.187500 Penalty: 2573.317627
	Iteration 17Q: 3 clusters Score -225669.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -225719.656250 Penalty: 2573.317627
	Iteration 18Q: 3 clusters Score -225719.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -225765.218750 Penalty: 2573.317627
	Iteration 19Q: 3 clusters Score -225765.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -225797.421875 Penalty: 2573.317627
	Iteration 20F: 3 clusters Score -225797.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -225832.203125 Penalty: 2573.317627
	Iteration 21Q: 3 clusters Score -225832.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -225866.531250 Penalty: 2573.317627
	Iteration 22Q: 3 clusters Score -225866.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -225889.171875 Penalty: 2573.317627
	Iteration 23Q: 3 clusters Score -225889.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -225907.953125 Penalty: 2573.317627
	Iteration 24Q: 3 clusters Score -225908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -225924.796875 Penalty: 2573.317627
	Iteration 25Q: 3 clusters Score -225924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -225945.546875 Penalty: 2573.317627
	Iteration 26Q: 3 clusters Score -225945.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225972.609375 Penalty: 2573.317627
	Iteration 27Q: 3 clusters Score -225972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -225989.265625 Penalty: 2573.317627
	Iteration 28Q: 3 clusters Score -225989.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -225995.671875 Penalty: 2573.317627
	Iteration 29Q: 3 clusters Score -225995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226000.000000 Penalty: 2573.317627
	Iteration 30Q: 3 clusters Score -226000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -226007.656250 Penalty: 2573.317627
	Iteration 31Q: 3 clusters Score -226007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226009.031250 Penalty: 2573.317627
	Iteration 32Q: 3 clusters Score -226009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226009.562500 Penalty: 2573.317627
	Iteration 33Q: 3 clusters Score -226009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226010.578125 Penalty: 2573.317627
	Iteration 34Q: 3 clusters Score -226010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226011.312500 Penalty: 2573.317627
	Iteration 35Q: 3 clusters Score -226011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226011.312500 Penalty: 2573.317627
	Iteration 36F: 3 clusters Score -226011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -152511.546875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -152511.5 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 931 members 
Entering Unmasked Estep 
Score: -150508.359375 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -150508.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -151004.312500 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -151004.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -151196.812500 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -151196.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -151363.140625 Penalty: 2450.702148
	Iteration 3F: 3 clusters Score -151363.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -151492.015625 Penalty: 2450.702148
	Iteration 4F: 3 clusters Score -151492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151613.734375 Penalty: 2450.702148
	Iteration 5Q: 3 clusters Score -151613.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -151771.125000 Penalty: 2450.702148
	Iteration 6Q: 3 clusters Score -151771.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -151941.765625 Penalty: 2450.702148
	Iteration 7Q: 3 clusters Score -151941.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152143.546875 Penalty: 2450.702148
	Iteration 8F: 3 clusters Score -152143.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152346.781250 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -152346.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -152442.968750 Penalty: 2450.702148
	Iteration 10Q: 3 clusters Score -152443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152497.781250 Penalty: 2450.702148
	Iteration 11Q: 3 clusters Score -152497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152512.265625 Penalty: 2450.702148
	Iteration 12Q: 3 clusters Score -152512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152517.437500 Penalty: 2450.702148
	Iteration 13Q: 3 clusters Score -152517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152520.328125 Penalty: 2450.702148
	Iteration 14Q: 3 clusters Score -152520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152520.328125 Penalty: 2450.702148
	Iteration 15F: 3 clusters Score -152520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21540 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 1120 members 
Mstep: Class 32 contains 992 members 
Entering Unmasked Estep 
Score: -54416000.000000 Penalty: 69658.390625
Splitting cluster 6 changes total score from -54416992.000000 to -54416000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1090582.125000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1090582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1081628.125000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1081628 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1084644.875000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1084645 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1085039.375000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1085039 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1085440.250000 Penalty: 3073.158203
	Iteration 3F: 3 clusters Score -1085440 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1085864.750000 Penalty: 3073.158203
	Iteration 4F: 3 clusters Score -1085865 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1086284.750000 Penalty: 3073.158203
	Iteration 5Q: 3 clusters Score -1086285 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1086662.250000 Penalty: 3073.158203
	Iteration 6Q: 3 clusters Score -1086662 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1087000.000000 Penalty: 3073.158203
	Iteration 7Q: 3 clusters Score -1087000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1087345.875000 Penalty: 3073.158203
	Iteration 8Q: 3 clusters Score -1087346 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1087654.375000 Penalty: 3073.158203
	Iteration 9Q: 3 clusters Score -1087654 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1087941.375000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1087941 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1088267.875000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1088268 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1088521.625000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1088522 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1088686.625000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1088687 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1088809.000000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1088809 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1088906.750000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1088907 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1088983.375000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1088983 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1089045.500000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1089046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1089080.625000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1089081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1089122.250000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1089122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1089155.625000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1089156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1089187.375000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1089187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1089214.125000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1089214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1089234.625000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1089235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1089248.500000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1089248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1089256.125000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1089256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1089261.500000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1089262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1089265.500000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1089266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1089273.375000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1089273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1089280.500000 Penalty: 3073.158203
	Iteration 29Q: 3 clusters Score -1089280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1089286.250000 Penalty: 3073.158203
	Iteration 30Q: 3 clusters Score -1089286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1089290.375000 Penalty: 3073.158203
	Iteration 31Q: 3 clusters Score -1089290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1089297.000000 Penalty: 3073.158203
	Iteration 32Q: 3 clusters Score -1089297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1089302.000000 Penalty: 3073.158203
	Iteration 33Q: 3 clusters Score -1089302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1089303.875000 Penalty: 3073.158203
	Iteration 34Q: 3 clusters Score -1089304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1089306.000000 Penalty: 3073.158203
	Iteration 35Q: 3 clusters Score -1089306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1089307.625000 Penalty: 3073.158203
	Iteration 36Q: 3 clusters Score -1089308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1089308.750000 Penalty: 3073.158203
	Iteration 37Q: 3 clusters Score -1089309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1089311.750000 Penalty: 3073.158203
	Iteration 38Q: 3 clusters Score -1089312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1089315.500000 Penalty: 3073.158203
	Iteration 39Q: 3 clusters Score -1089316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1089318.875000 Penalty: 3073.158203
	Iteration 40F: 3 clusters Score -1089319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1089326.125000 Penalty: 3073.158203
	Iteration 41Q: 3 clusters Score -1089326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1089328.625000 Penalty: 3073.158203
	Iteration 42Q: 3 clusters Score -1089329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1089334.000000 Penalty: 3073.158203
	Iteration 43Q: 3 clusters Score -1089334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1089337.125000 Penalty: 3073.158203
	Iteration 44Q: 3 clusters Score -1089337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1089336.875000 Penalty: 3073.158203
	Iteration 45Q: 3 clusters Score -1089337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1089340.000000 Penalty: 3073.158203
	Iteration 46Q: 3 clusters Score -1089340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1089341.625000 Penalty: 3073.158203
	Iteration 47Q: 3 clusters Score -1089342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1089342.500000 Penalty: 3073.158203
	Iteration 48Q: 3 clusters Score -1089342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1089345.750000 Penalty: 3073.158203
	Iteration 49Q: 3 clusters Score -1089346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1089346.875000 Penalty: 3073.158203
	Iteration 50Q: 3 clusters Score -1089347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1089351.250000 Penalty: 3073.158203
	Iteration 51Q: 3 clusters Score -1089351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1089353.250000 Penalty: 3073.158203
	Iteration 52Q: 3 clusters Score -1089353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1089355.750000 Penalty: 3073.158203
	Iteration 53Q: 3 clusters Score -1089356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1089357.375000 Penalty: 3073.158203
	Iteration 54Q: 3 clusters Score -1089357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1089359.375000 Penalty: 3073.158203
	Iteration 55Q: 3 clusters Score -1089359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1089359.500000 Penalty: 3073.158203
	Iteration 56Q: 3 clusters Score -1089360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1089361.125000 Penalty: 3073.158203
	Iteration 57Q: 3 clusters Score -1089361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1089364.750000 Penalty: 3073.158203
	Iteration 58Q: 3 clusters Score -1089365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1089365.875000 Penalty: 3073.158203
	Iteration 59Q: 3 clusters Score -1089366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1089366.750000 Penalty: 3073.158203
	Iteration 60F: 3 clusters Score -1089367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1089368.000000 Penalty: 3073.158203
	Iteration 61Q: 3 clusters Score -1089368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1089369.000000 Penalty: 3073.158203
	Iteration 62Q: 3 clusters Score -1089369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1089369.125000 Penalty: 3073.158203
	Iteration 63Q: 3 clusters Score -1089369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1089372.000000 Penalty: 3073.158203
	Iteration 64Q: 3 clusters Score -1089372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1089372.750000 Penalty: 3073.158203
	Iteration 65Q: 3 clusters Score -1089373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1089375.375000 Penalty: 3073.158203
	Iteration 66Q: 3 clusters Score -1089375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1089376.250000 Penalty: 3073.158203
	Iteration 67Q: 3 clusters Score -1089376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1089379.250000 Penalty: 3073.158203
	Iteration 68Q: 3 clusters Score -1089379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1089381.750000 Penalty: 3073.158203
	Iteration 69Q: 3 clusters Score -1089382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1089383.375000 Penalty: 3073.158203
	Iteration 70Q: 3 clusters Score -1089383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1089384.375000 Penalty: 3073.158203
	Iteration 71Q: 3 clusters Score -1089384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1089385.375000 Penalty: 3073.158203
	Iteration 72Q: 3 clusters Score -1089385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1089385.000000 Penalty: 3073.158203
	Iteration 73Q: 3 clusters Score -1089385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1089385.000000 Penalty: 3073.158203
	Iteration 74F: 3 clusters Score -1089385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -206927.406250 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -206927.4 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 1406 members 
Entering Unmasked Estep 
Score: -204325.609375 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -204325.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -205059.125000 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -205059.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -205303.765625 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -205303.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -205466.968750 Penalty: 2584.828613
	Iteration 3F: 3 clusters Score -205467 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -205566.453125 Penalty: 2584.828613
	Iteration 4Q: 3 clusters Score -205566.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205646.875000 Penalty: 2584.828613
	Iteration 5Q: 3 clusters Score -205646.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -205736.296875 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -205736.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -205802.281250 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -205802.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -205852.968750 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -205853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -205899.484375 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -205899.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -205930.046875 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -205930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205968.390625 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -205968.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -205995.984375 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -205996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -206019.484375 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -206019.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -206036.218750 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -206036.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206053.562500 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -206053.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -206080.468750 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -206080.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -206109.171875 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -206109.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -206136.781250 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -206136.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206163.546875 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -206163.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -206190.093750 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -206190.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206212.734375 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -206212.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -206231.250000 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -206231.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -206249.390625 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -206249.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206264.125000 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -206264.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -206280.921875 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -206280.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -206304.468750 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -206304.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -206326.468750 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -206326.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -206345.515625 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -206345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -206354.578125 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -206354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206359.421875 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -206359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -206362.171875 Penalty: 2584.828613
	Iteration 31Q: 3 clusters Score -206362.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -206368.203125 Penalty: 2584.828613
	Iteration 32Q: 3 clusters Score -206368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -206370.875000 Penalty: 2584.828613
	Iteration 33Q: 3 clusters Score -206370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206374.140625 Penalty: 2584.828613
	Iteration 34Q: 3 clusters Score -206374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -206378.671875 Penalty: 2584.828613
	Iteration 35Q: 3 clusters Score -206378.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -206379.937500 Penalty: 2584.828613
	Iteration 36Q: 3 clusters Score -206379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -206379.937500 Penalty: 2584.828613
	Iteration 37F: 3 clusters Score -206379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -310776.906250 Penalty: 1336.774658
	Iteration 0F: 2 clusters Score -310776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -307683.218750 Penalty: 2673.549316
	Iteration 0F: 3 clusters Score -307683.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -308549.250000 Penalty: 2673.549316
	Iteration 1F: 3 clusters Score -308549.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -308696.031250 Penalty: 2673.549316
	Iteration 2F: 3 clusters Score -308696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -308780.781250 Penalty: 2673.549316
	Iteration 3Q: 3 clusters Score -308780.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -308845.937500 Penalty: 2673.549316
	Iteration 4Q: 3 clusters Score -308845.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -308894.937500 Penalty: 2673.549316
	Iteration 5Q: 3 clusters Score -308894.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -308926.500000 Penalty: 2673.549316
	Iteration 6Q: 3 clusters Score -308926.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -308949.656250 Penalty: 2673.549316
	Iteration 7Q: 3 clusters Score -308949.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -308963.750000 Penalty: 2673.549316
	Iteration 8Q: 3 clusters Score -308963.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308985.125000 Penalty: 2673.549316
	Iteration 9Q: 3 clusters Score -308985.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -309010.250000 Penalty: 2673.549316
	Iteration 10Q: 3 clusters Score -309010.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -309032.562500 Penalty: 2673.549316
	Iteration 11Q: 3 clusters Score -309032.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -309054.343750 Penalty: 2673.549316
	Iteration 12Q: 3 clusters Score -309054.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -309074.250000 Penalty: 2673.549316
	Iteration 13Q: 3 clusters Score -309074.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -309101.343750 Penalty: 2673.549316
	Iteration 14Q: 3 clusters Score -309101.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -309132.218750 Penalty: 2673.549316
	Iteration 15Q: 3 clusters Score -309132.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -309164.437500 Penalty: 2673.549316
	Iteration 16Q: 3 clusters Score -309164.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -309205.750000 Penalty: 2673.549316
	Iteration 17Q: 3 clusters Score -309205.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -309251.000000 Penalty: 2673.549316
	Iteration 18Q: 3 clusters Score -309251 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -309306.312500 Penalty: 2673.549316
	Iteration 19Q: 3 clusters Score -309306.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -309366.093750 Penalty: 2673.549316
	Iteration 20F: 3 clusters Score -309366.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -309422.625000 Penalty: 2673.549316
	Iteration 21Q: 3 clusters Score -309422.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -309469.937500 Penalty: 2673.549316
	Iteration 22Q: 3 clusters Score -309469.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -309510.593750 Penalty: 2673.549316
	Iteration 23Q: 3 clusters Score -309510.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -309563.937500 Penalty: 2673.549316
	Iteration 24Q: 3 clusters Score -309563.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -309599.218750 Penalty: 2673.549316
	Iteration 25Q: 3 clusters Score -309599.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -309619.562500 Penalty: 2673.549316
	Iteration 26Q: 3 clusters Score -309619.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -309645.312500 Penalty: 2673.549316
	Iteration 27Q: 3 clusters Score -309645.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -309675.500000 Penalty: 2673.549316
	Iteration 28Q: 3 clusters Score -309675.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -309694.531250 Penalty: 2673.549316
	Iteration 29Q: 3 clusters Score -309694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -309707.937500 Penalty: 2673.549316
	Iteration 30Q: 3 clusters Score -309707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -309718.500000 Penalty: 2673.549316
	Iteration 31Q: 3 clusters Score -309718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -309725.718750 Penalty: 2673.549316
	Iteration 32Q: 3 clusters Score -309725.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -309732.718750 Penalty: 2673.549316
	Iteration 33Q: 3 clusters Score -309732.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -309742.812500 Penalty: 2673.549316
	Iteration 34Q: 3 clusters Score -309742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -309746.843750 Penalty: 2673.549316
	Iteration 35Q: 3 clusters Score -309746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -309750.562500 Penalty: 2673.549316
	Iteration 36Q: 3 clusters Score -309750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -309753.968750 Penalty: 2673.549316
	Iteration 37Q: 3 clusters Score -309754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -309756.406250 Penalty: 2673.549316
	Iteration 38Q: 3 clusters Score -309756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -309758.218750 Penalty: 2673.549316
	Iteration 39Q: 3 clusters Score -309758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -309760.562500 Penalty: 2673.549316
	Iteration 40F: 3 clusters Score -309760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -309761.625000 Penalty: 2673.549316
	Iteration 41Q: 3 clusters Score -309761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -309762.343750 Penalty: 2673.549316
	Iteration 42Q: 3 clusters Score -309762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -309763.031250 Penalty: 2673.549316
	Iteration 43Q: 3 clusters Score -309763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -309763.656250 Penalty: 2673.549316
	Iteration 44Q: 3 clusters Score -309763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -309764.093750 Penalty: 2673.549316
	Iteration 45Q: 3 clusters Score -309764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -309764.500000 Penalty: 2673.549316
	Iteration 46Q: 3 clusters Score -309764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -309764.500000 Penalty: 2673.549316
	Iteration 47F: 3 clusters Score -309764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -731622.937500 Penalty: 1469.945679
	Iteration 0F: 2 clusters Score -731622.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -725425.125000 Penalty: 2939.891357
	Iteration 0F: 3 clusters Score -725425.1 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -727337.687500 Penalty: 2939.891357
	Iteration 1F: 3 clusters Score -727337.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -727547.062500 Penalty: 2939.891357
	Iteration 2F: 3 clusters Score -727547.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -727693.125000 Penalty: 2939.891357
	Iteration 3Q: 3 clusters Score -727693.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -727817.875000 Penalty: 2939.891357
	Iteration 4Q: 3 clusters Score -727817.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -727910.437500 Penalty: 2939.891357
	Iteration 5Q: 3 clusters Score -727910.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -727987.937500 Penalty: 2939.891357
	Iteration 6Q: 3 clusters Score -727987.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -728077.937500 Penalty: 2939.891357
	Iteration 7Q: 3 clusters Score -728077.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -728181.000000 Penalty: 2939.891357
	Iteration 8Q: 3 clusters Score -728181 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -728314.437500 Penalty: 2939.891357
	Iteration 9Q: 3 clusters Score -728314.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -728452.625000 Penalty: 2939.891357
	Iteration 10Q: 3 clusters Score -728452.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -728618.437500 Penalty: 2939.891357
	Iteration 11Q: 3 clusters Score -728618.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -728800.750000 Penalty: 2939.891357
	Iteration 12Q: 3 clusters Score -728800.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -729019.625000 Penalty: 2939.891357
	Iteration 13Q: 3 clusters Score -729019.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -729257.625000 Penalty: 2939.891357
	Iteration 14Q: 3 clusters Score -729257.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -729498.437500 Penalty: 2939.891357
	Iteration 15Q: 3 clusters Score -729498.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -729712.625000 Penalty: 2939.891357
	Iteration 16Q: 3 clusters Score -729712.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -729849.625000 Penalty: 2939.891357
	Iteration 17Q: 3 clusters Score -729849.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -729955.812500 Penalty: 2939.891357
	Iteration 18Q: 3 clusters Score -729955.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -730052.375000 Penalty: 2939.891357
	Iteration 19Q: 3 clusters Score -730052.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -730126.750000 Penalty: 2939.891357
	Iteration 20F: 3 clusters Score -730126.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -730178.937500 Penalty: 2939.891357
	Iteration 21Q: 3 clusters Score -730178.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -730219.375000 Penalty: 2939.891357
	Iteration 22Q: 3 clusters Score -730219.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -730254.562500 Penalty: 2939.891357
	Iteration 23Q: 3 clusters Score -730254.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -730280.687500 Penalty: 2939.891357
	Iteration 24Q: 3 clusters Score -730280.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -730307.312500 Penalty: 2939.891357
	Iteration 25Q: 3 clusters Score -730307.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -730319.437500 Penalty: 2939.891357
	Iteration 26Q: 3 clusters Score -730319.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -730327.625000 Penalty: 2939.891357
	Iteration 27Q: 3 clusters Score -730327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -730334.000000 Penalty: 2939.891357
	Iteration 28Q: 3 clusters Score -730334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -730338.375000 Penalty: 2939.891357
	Iteration 29Q: 3 clusters Score -730338.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -730340.937500 Penalty: 2939.891357
	Iteration 30Q: 3 clusters Score -730340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -730344.500000 Penalty: 2939.891357
	Iteration 31Q: 3 clusters Score -730344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -730346.437500 Penalty: 2939.891357
	Iteration 32Q: 3 clusters Score -730346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -730349.750000 Penalty: 2939.891357
	Iteration 33Q: 3 clusters Score -730349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -730352.062500 Penalty: 2939.891357
	Iteration 34Q: 3 clusters Score -730352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -730354.062500 Penalty: 2939.891357
	Iteration 35Q: 3 clusters Score -730354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -730359.500000 Penalty: 2939.891357
	Iteration 36Q: 3 clusters Score -730359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -730363.250000 Penalty: 2939.891357
	Iteration 37Q: 3 clusters Score -730363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -730363.187500 Penalty: 2939.891357
	Iteration 38Q: 3 clusters Score -730363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -730363.187500 Penalty: 2939.891357
	Iteration 39F: 3 clusters Score -730363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -162763.593750 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -162763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -160671.343750 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -160671.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161159.546875 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -161159.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -161276.703125 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -161276.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -161385.000000 Penalty: 2471.428711
	Iteration 3F: 3 clusters Score -161385 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -161456.218750 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -161456.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -161514.093750 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -161514.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -161557.609375 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -161557.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -161598.156250 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -161598.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -161623.437500 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -161623.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -161643.468750 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -161643.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -161660.234375 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -161660.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -161678.234375 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -161678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -161687.562500 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -161687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -161695.578125 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -161695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161704.890625 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -161704.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -161715.515625 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -161715.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -161731.406250 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -161731.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -161742.593750 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -161742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161749.125000 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -161749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -161758.531250 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -161758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -161764.062500 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -161764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -161767.859375 Penalty: 2471.428711
	Iteration 21Q: 3 clusters Score -161767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -161772.375000 Penalty: 2471.428711
	Iteration 22Q: 3 clusters Score -161772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -161775.890625 Penalty: 2471.428711
	Iteration 23Q: 3 clusters Score -161775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161784.171875 Penalty: 2471.428711
	Iteration 24Q: 3 clusters Score -161784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161792.750000 Penalty: 2471.428711
	Iteration 25Q: 3 clusters Score -161792.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -161800.078125 Penalty: 2471.428711
	Iteration 26Q: 3 clusters Score -161800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -161806.171875 Penalty: 2471.428711
	Iteration 27Q: 3 clusters Score -161806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -161808.578125 Penalty: 2471.428711
	Iteration 28Q: 3 clusters Score -161808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -161808.937500 Penalty: 2471.428711
	Iteration 29Q: 3 clusters Score -161808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -161809.906250 Penalty: 2471.428711
	Iteration 30Q: 3 clusters Score -161809.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -161812.250000 Penalty: 2471.428711
	Iteration 31Q: 3 clusters Score -161812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -161812.875000 Penalty: 2471.428711
	Iteration 32Q: 3 clusters Score -161812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -161812.875000 Penalty: 2471.428711
	Iteration 33F: 3 clusters Score -161812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -512543.562500 Penalty: 1414.777710
	Iteration 0F: 2 clusters Score -512543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -507929.500000 Penalty: 2829.555420
	Iteration 0F: 3 clusters Score -507929.5 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -509249.718750 Penalty: 2829.555420
	Iteration 1F: 3 clusters Score -509249.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -509470.468750 Penalty: 2829.555420
	Iteration 2F: 3 clusters Score -509470.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -509620.593750 Penalty: 2829.555420
	Iteration 3F: 3 clusters Score -509620.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -509739.468750 Penalty: 2829.555420
	Iteration 4Q: 3 clusters Score -509739.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -509873.093750 Penalty: 2829.555420
	Iteration 5Q: 3 clusters Score -509873.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -510012.968750 Penalty: 2829.555420
	Iteration 6Q: 3 clusters Score -510013 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -510141.187500 Penalty: 2829.555420
	Iteration 7Q: 3 clusters Score -510141.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -510246.843750 Penalty: 2829.555420
	Iteration 8Q: 3 clusters Score -510246.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -510343.281250 Penalty: 2829.555420
	Iteration 9Q: 3 clusters Score -510343.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -510453.718750 Penalty: 2829.555420
	Iteration 10Q: 3 clusters Score -510453.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -510578.687500 Penalty: 2829.555420
	Iteration 11Q: 3 clusters Score -510578.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -510716.187500 Penalty: 2829.555420
	Iteration 12Q: 3 clusters Score -510716.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -510821.718750 Penalty: 2829.555420
	Iteration 13Q: 3 clusters Score -510821.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -510925.781250 Penalty: 2829.555420
	Iteration 14Q: 3 clusters Score -510925.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -510999.812500 Penalty: 2829.555420
	Iteration 15Q: 3 clusters Score -510999.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -511058.125000 Penalty: 2829.555420
	Iteration 16Q: 3 clusters Score -511058.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -511098.500000 Penalty: 2829.555420
	Iteration 17Q: 3 clusters Score -511098.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -511123.750000 Penalty: 2829.555420
	Iteration 18Q: 3 clusters Score -511123.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -511142.687500 Penalty: 2829.555420
	Iteration 19Q: 3 clusters Score -511142.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -511163.437500 Penalty: 2829.555420
	Iteration 20F: 3 clusters Score -511163.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -511177.031250 Penalty: 2829.555420
	Iteration 21Q: 3 clusters Score -511177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -511187.781250 Penalty: 2829.555420
	Iteration 22Q: 3 clusters Score -511187.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -511197.468750 Penalty: 2829.555420
	Iteration 23Q: 3 clusters Score -511197.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -511204.812500 Penalty: 2829.555420
	Iteration 24Q: 3 clusters Score -511204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -511212.093750 Penalty: 2829.555420
	Iteration 25Q: 3 clusters Score -511212.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -511217.406250 Penalty: 2829.555420
	Iteration 26Q: 3 clusters Score -511217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -511226.437500 Penalty: 2829.555420
	Iteration 27Q: 3 clusters Score -511226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -511233.312500 Penalty: 2829.555420
	Iteration 28Q: 3 clusters Score -511233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -511239.593750 Penalty: 2829.555420
	Iteration 29Q: 3 clusters Score -511239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -511243.000000 Penalty: 2829.555420
	Iteration 30Q: 3 clusters Score -511243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -511247.750000 Penalty: 2829.555420
	Iteration 31Q: 3 clusters Score -511247.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -511250.937500 Penalty: 2829.555420
	Iteration 32Q: 3 clusters Score -511250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -511254.281250 Penalty: 2829.555420
	Iteration 33Q: 3 clusters Score -511254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -511255.625000 Penalty: 2829.555420
	Iteration 34Q: 3 clusters Score -511255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -511259.125000 Penalty: 2829.555420
	Iteration 35Q: 3 clusters Score -511259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -511261.968750 Penalty: 2829.555420
	Iteration 36Q: 3 clusters Score -511262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -511265.093750 Penalty: 2829.555420
	Iteration 37Q: 3 clusters Score -511265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -511266.093750 Penalty: 2829.555420
	Iteration 38Q: 3 clusters Score -511266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -511267.656250 Penalty: 2829.555420
	Iteration 39Q: 3 clusters Score -511267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -511267.875000 Penalty: 2829.555420
	Iteration 40F: 3 clusters Score -511267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -511268.406250 Penalty: 2829.555420
	Iteration 41Q: 3 clusters Score -511268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -511268.406250 Penalty: 2829.555420
	Iteration 42F: 3 clusters Score -511268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -391277.312500 Penalty: 1373.469604
	Iteration 0F: 2 clusters Score -391277.3 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 2335 members 
Entering Unmasked Estep 
Score: -387512.718750 Penalty: 2746.939209
	Iteration 0F: 3 clusters Score -387512.7 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -388531.656250 Penalty: 2746.939209
	Iteration 1F: 3 clusters Score -388531.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -388716.062500 Penalty: 2746.939209
	Iteration 2F: 3 clusters Score -388716.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -388849.906250 Penalty: 2746.939209
	Iteration 3F: 3 clusters Score -388849.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -388954.718750 Penalty: 2746.939209
	Iteration 4Q: 3 clusters Score -388954.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -389030.687500 Penalty: 2746.939209
	Iteration 5Q: 3 clusters Score -389030.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -389110.625000 Penalty: 2746.939209
	Iteration 6Q: 3 clusters Score -389110.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -389188.031250 Penalty: 2746.939209
	Iteration 7Q: 3 clusters Score -389188 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389272.093750 Penalty: 2746.939209
	Iteration 8Q: 3 clusters Score -389272.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -389375.218750 Penalty: 2746.939209
	Iteration 9Q: 3 clusters Score -389375.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -389498.968750 Penalty: 2746.939209
	Iteration 10Q: 3 clusters Score -389499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -389625.781250 Penalty: 2746.939209
	Iteration 11Q: 3 clusters Score -389625.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -389738.062500 Penalty: 2746.939209
	Iteration 12Q: 3 clusters Score -389738.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389828.187500 Penalty: 2746.939209
	Iteration 13Q: 3 clusters Score -389828.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -389916.250000 Penalty: 2746.939209
	Iteration 14Q: 3 clusters Score -389916.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -389993.968750 Penalty: 2746.939209
	Iteration 15Q: 3 clusters Score -389994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -390062.187500 Penalty: 2746.939209
	Iteration 16Q: 3 clusters Score -390062.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -390115.343750 Penalty: 2746.939209
	Iteration 17Q: 3 clusters Score -390115.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -390167.531250 Penalty: 2746.939209
	Iteration 18Q: 3 clusters Score -390167.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -390215.906250 Penalty: 2746.939209
	Iteration 19Q: 3 clusters Score -390215.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -390264.562500 Penalty: 2746.939209
	Iteration 20F: 3 clusters Score -390264.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -390310.093750 Penalty: 2746.939209
	Iteration 21Q: 3 clusters Score -390310.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -390354.656250 Penalty: 2746.939209
	Iteration 22Q: 3 clusters Score -390354.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -390388.250000 Penalty: 2746.939209
	Iteration 23Q: 3 clusters Score -390388.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -390405.375000 Penalty: 2746.939209
	Iteration 24Q: 3 clusters Score -390405.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -390424.312500 Penalty: 2746.939209
	Iteration 25Q: 3 clusters Score -390424.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -390440.125000 Penalty: 2746.939209
	Iteration 26Q: 3 clusters Score -390440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -390456.593750 Penalty: 2746.939209
	Iteration 27Q: 3 clusters Score -390456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -390470.937500 Penalty: 2746.939209
	Iteration 28Q: 3 clusters Score -390470.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -390483.437500 Penalty: 2746.939209
	Iteration 29Q: 3 clusters Score -390483.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -390492.343750 Penalty: 2746.939209
	Iteration 30Q: 3 clusters Score -390492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -390498.437500 Penalty: 2746.939209
	Iteration 31Q: 3 clusters Score -390498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -390501.500000 Penalty: 2746.939209
	Iteration 32Q: 3 clusters Score -390501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -390503.343750 Penalty: 2746.939209
	Iteration 33Q: 3 clusters Score -390503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -390504.968750 Penalty: 2746.939209
	Iteration 34Q: 3 clusters Score -390505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -390504.968750 Penalty: 2746.939209
	Iteration 35F: 3 clusters Score -390505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -195683.046875 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -195683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -193174.250000 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -193174.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -193929.890625 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -193929.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -194320.000000 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -194320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -194581.484375 Penalty: 2563.952393
	Iteration 3F: 3 clusters Score -194581.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -194781.281250 Penalty: 2563.952393
	Iteration 4F: 3 clusters Score -194781.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -194915.703125 Penalty: 2563.952393
	Iteration 5F: 3 clusters Score -194915.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -195043.281250 Penalty: 2563.952393
	Iteration 6Q: 3 clusters Score -195043.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -195167.593750 Penalty: 2563.952393
	Iteration 7Q: 3 clusters Score -195167.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -195272.890625 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -195272.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -195365.343750 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -195365.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -195413.562500 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -195413.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -195469.796875 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -195469.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -195526.843750 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -195526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -195555.718750 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -195555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -195576.093750 Penalty: 2563.952393
	Iteration 14Q: 3 clusters Score -195576.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -195589.218750 Penalty: 2563.952393
	Iteration 15Q: 3 clusters Score -195589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -195597.187500 Penalty: 2563.952393
	Iteration 16Q: 3 clusters Score -195597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -195600.531250 Penalty: 2563.952393
	Iteration 17Q: 3 clusters Score -195600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -195602.234375 Penalty: 2563.952393
	Iteration 18Q: 3 clusters Score -195602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -195604.968750 Penalty: 2563.952393
	Iteration 19Q: 3 clusters Score -195605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -195608.171875 Penalty: 2563.952393
	Iteration 20F: 3 clusters Score -195608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -195611.046875 Penalty: 2563.952393
	Iteration 21Q: 3 clusters Score -195611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -195612.828125 Penalty: 2563.952393
	Iteration 22Q: 3 clusters Score -195612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -195612.828125 Penalty: 2563.952393
	Iteration 23F: 3 clusters Score -195612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -524163.500000 Penalty: 1421.547974
	Iteration 0F: 2 clusters Score -524163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -519369.562500 Penalty: 2843.095947
	Iteration 0F: 3 clusters Score -519369.6 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -520935.156250 Penalty: 2843.095947
	Iteration 1F: 3 clusters Score -520935.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -521310.250000 Penalty: 2843.095947
	Iteration 2F: 3 clusters Score -521310.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -521663.437500 Penalty: 2843.095947
	Iteration 3F: 3 clusters Score -521663.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -521984.156250 Penalty: 2843.095947
	Iteration 4F: 3 clusters Score -521984.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -522340.968750 Penalty: 2843.095947
	Iteration 5F: 3 clusters Score -522341 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -522723.750000 Penalty: 2843.095947
	Iteration 6F: 3 clusters Score -522723.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -523121.156250 Penalty: 2843.095947
	Iteration 7F: 3 clusters Score -523121.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -523431.406250 Penalty: 2843.095947
	Iteration 8F: 3 clusters Score -523431.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -523618.125000 Penalty: 2843.095947
	Iteration 9Q: 3 clusters Score -523618.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -523715.250000 Penalty: 2843.095947
	Iteration 10Q: 3 clusters Score -523715.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -523764.625000 Penalty: 2843.095947
	Iteration 11Q: 3 clusters Score -523764.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -523797.718750 Penalty: 2843.095947
	Iteration 12Q: 3 clusters Score -523797.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -523826.593750 Penalty: 2843.095947
	Iteration 13Q: 3 clusters Score -523826.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -523845.156250 Penalty: 2843.095947
	Iteration 14Q: 3 clusters Score -523845.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -523862.468750 Penalty: 2843.095947
	Iteration 15Q: 3 clusters Score -523862.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -523877.937500 Penalty: 2843.095947
	Iteration 16Q: 3 clusters Score -523877.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -523890.500000 Penalty: 2843.095947
	Iteration 17Q: 3 clusters Score -523890.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -523899.718750 Penalty: 2843.095947
	Iteration 18Q: 3 clusters Score -523899.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -523905.593750 Penalty: 2843.095947
	Iteration 19Q: 3 clusters Score -523905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -523906.437500 Penalty: 2843.095947
	Iteration 20F: 3 clusters Score -523906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -523907.156250 Penalty: 2843.095947
	Iteration 21Q: 3 clusters Score -523907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -523908.750000 Penalty: 2843.095947
	Iteration 22Q: 3 clusters Score -523908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -523910.093750 Penalty: 2843.095947
	Iteration 23Q: 3 clusters Score -523910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -523910.843750 Penalty: 2843.095947
	Iteration 24Q: 3 clusters Score -523910.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -523911.593750 Penalty: 2843.095947
	Iteration 25Q: 3 clusters Score -523911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -523912.781250 Penalty: 2843.095947
	Iteration 26Q: 3 clusters Score -523912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -523912.937500 Penalty: 2843.095947
	Iteration 27Q: 3 clusters Score -523912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -523913.312500 Penalty: 2843.095947
	Iteration 28Q: 3 clusters Score -523913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -523914.812500 Penalty: 2843.095947
	Iteration 29Q: 3 clusters Score -523914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -523916.062500 Penalty: 2843.095947
	Iteration 30Q: 3 clusters Score -523916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -523917.156250 Penalty: 2843.095947
	Iteration 31Q: 3 clusters Score -523917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -523916.843750 Penalty: 2843.095947
	Iteration 32Q: 3 clusters Score -523916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -523919.281250 Penalty: 2843.095947
	Iteration 33Q: 3 clusters Score -523919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -523918.718750 Penalty: 2843.095947
	Iteration 34Q: 3 clusters Score -523918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -523919.312500 Penalty: 2843.095947
	Iteration 35Q: 3 clusters Score -523919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -523921.062500 Penalty: 2843.095947
	Iteration 36Q: 3 clusters Score -523921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -523921.062500 Penalty: 2843.095947
	Iteration 37F: 3 clusters Score -523921.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -641367.000000 Penalty: 1452.979858
	Iteration 0F: 2 clusters Score -641367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -635766.437500 Penalty: 2905.959717
	Iteration 0F: 3 clusters Score -635766.4 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -637454.250000 Penalty: 2905.959717
	Iteration 1F: 3 clusters Score -637454.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -637720.812500 Penalty: 2905.959717
	Iteration 2F: 3 clusters Score -637720.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -637930.187500 Penalty: 2905.959717
	Iteration 3F: 3 clusters Score -637930.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -638123.000000 Penalty: 2905.959717
	Iteration 4Q: 3 clusters Score -638123 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -638293.437500 Penalty: 2905.959717
	Iteration 5Q: 3 clusters Score -638293.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -638469.062500 Penalty: 2905.959717
	Iteration 6Q: 3 clusters Score -638469.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -638667.625000 Penalty: 2905.959717
	Iteration 7Q: 3 clusters Score -638667.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -638849.687500 Penalty: 2905.959717
	Iteration 8Q: 3 clusters Score -638849.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -638970.000000 Penalty: 2905.959717
	Iteration 9Q: 3 clusters Score -638970 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -639064.125000 Penalty: 2905.959717
	Iteration 10Q: 3 clusters Score -639064.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -639151.187500 Penalty: 2905.959717
	Iteration 11Q: 3 clusters Score -639151.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -639243.875000 Penalty: 2905.959717
	Iteration 12Q: 3 clusters Score -639243.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -639323.000000 Penalty: 2905.959717
	Iteration 13Q: 3 clusters Score -639323 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -639395.312500 Penalty: 2905.959717
	Iteration 14Q: 3 clusters Score -639395.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -639469.312500 Penalty: 2905.959717
	Iteration 15Q: 3 clusters Score -639469.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -639526.437500 Penalty: 2905.959717
	Iteration 16Q: 3 clusters Score -639526.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -639575.062500 Penalty: 2905.959717
	Iteration 17Q: 3 clusters Score -639575.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -639613.125000 Penalty: 2905.959717
	Iteration 18Q: 3 clusters Score -639613.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -639636.750000 Penalty: 2905.959717
	Iteration 19Q: 3 clusters Score -639636.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -639664.125000 Penalty: 2905.959717
	Iteration 20F: 3 clusters Score -639664.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -639696.687500 Penalty: 2905.959717
	Iteration 21Q: 3 clusters Score -639696.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -639743.375000 Penalty: 2905.959717
	Iteration 22Q: 3 clusters Score -639743.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -639781.500000 Penalty: 2905.959717
	Iteration 23Q: 3 clusters Score -639781.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -639827.375000 Penalty: 2905.959717
	Iteration 24Q: 3 clusters Score -639827.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -639872.250000 Penalty: 2905.959717
	Iteration 25Q: 3 clusters Score -639872.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -639908.125000 Penalty: 2905.959717
	Iteration 26Q: 3 clusters Score -639908.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -639946.187500 Penalty: 2905.959717
	Iteration 27Q: 3 clusters Score -639946.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -639989.625000 Penalty: 2905.959717
	Iteration 28Q: 3 clusters Score -639989.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -640035.062500 Penalty: 2905.959717
	Iteration 29Q: 3 clusters Score -640035.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -640090.125000 Penalty: 2905.959717
	Iteration 30Q: 3 clusters Score -640090.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -640149.875000 Penalty: 2905.959717
	Iteration 31Q: 3 clusters Score -640149.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -640215.000000 Penalty: 2905.959717
	Iteration 32Q: 3 clusters Score -640215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -640289.687500 Penalty: 2905.959717
	Iteration 33Q: 3 clusters Score -640289.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -640353.750000 Penalty: 2905.959717
	Iteration 34Q: 3 clusters Score -640353.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -640411.562500 Penalty: 2905.959717
	Iteration 35Q: 3 clusters Score -640411.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -640481.812500 Penalty: 2905.959717
	Iteration 36Q: 3 clusters Score -640481.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -640533.937500 Penalty: 2905.959717
	Iteration 37Q: 3 clusters Score -640533.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -640552.250000 Penalty: 2905.959717
	Iteration 38Q: 3 clusters Score -640552.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -640565.625000 Penalty: 2905.959717
	Iteration 39Q: 3 clusters Score -640565.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -640575.687500 Penalty: 2905.959717
	Iteration 40F: 3 clusters Score -640575.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -640581.312500 Penalty: 2905.959717
	Iteration 41Q: 3 clusters Score -640581.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -640588.875000 Penalty: 2905.959717
	Iteration 42Q: 3 clusters Score -640588.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -640591.375000 Penalty: 2905.959717
	Iteration 43Q: 3 clusters Score -640591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -640593.125000 Penalty: 2905.959717
	Iteration 44Q: 3 clusters Score -640593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -640596.375000 Penalty: 2905.959717
	Iteration 45Q: 3 clusters Score -640596.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -640596.937500 Penalty: 2905.959717
	Iteration 46Q: 3 clusters Score -640596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -640598.125000 Penalty: 2905.959717
	Iteration 47Q: 3 clusters Score -640598.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -640602.437500 Penalty: 2905.959717
	Iteration 48Q: 3 clusters Score -640602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -640602.375000 Penalty: 2905.959717
	Iteration 49Q: 3 clusters Score -640602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -640605.562500 Penalty: 2905.959717
	Iteration 50Q: 3 clusters Score -640605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -640606.250000 Penalty: 2905.959717
	Iteration 51Q: 3 clusters Score -640606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -640609.500000 Penalty: 2905.959717
	Iteration 52Q: 3 clusters Score -640609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -640612.812500 Penalty: 2905.959717
	Iteration 53Q: 3 clusters Score -640612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -640615.250000 Penalty: 2905.959717
	Iteration 54Q: 3 clusters Score -640615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -640616.187500 Penalty: 2905.959717
	Iteration 55Q: 3 clusters Score -640616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -640615.437500 Penalty: 2905.959717
	Iteration 56Q: 3 clusters Score -640615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -640616.687500 Penalty: 2905.959717
	Iteration 57Q: 3 clusters Score -640616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -640616.875000 Penalty: 2905.959717
	Iteration 58Q: 3 clusters Score -640616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -640617.000000 Penalty: 2905.959717
	Iteration 59Q: 3 clusters Score -640617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -640618.437500 Penalty: 2905.959717
	Iteration 60F: 3 clusters Score -640618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -640618.500000 Penalty: 2905.959717
	Iteration 61Q: 3 clusters Score -640618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -640618.500000 Penalty: 2905.959717
	Iteration 62F: 3 clusters Score -640618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -372252.187500 Penalty: 1363.086182
	Iteration 0F: 2 clusters Score -372252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -368616.781250 Penalty: 2726.172363
	Iteration 0F: 3 clusters Score -368616.8 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -369554.406250 Penalty: 2726.172363
	Iteration 1F: 3 clusters Score -369554.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -369728.000000 Penalty: 2726.172363
	Iteration 2F: 3 clusters Score -369728 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -369845.000000 Penalty: 2726.172363
	Iteration 3Q: 3 clusters Score -369845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -369937.062500 Penalty: 2726.172363
	Iteration 4Q: 3 clusters Score -369937.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -370009.625000 Penalty: 2726.172363
	Iteration 5Q: 3 clusters Score -370009.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -370078.375000 Penalty: 2726.172363
	Iteration 6Q: 3 clusters Score -370078.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -370141.125000 Penalty: 2726.172363
	Iteration 7Q: 3 clusters Score -370141.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -370215.406250 Penalty: 2726.172363
	Iteration 8Q: 3 clusters Score -370215.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -370285.500000 Penalty: 2726.172363
	Iteration 9Q: 3 clusters Score -370285.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -370366.843750 Penalty: 2726.172363
	Iteration 10Q: 3 clusters Score -370366.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -370454.656250 Penalty: 2726.172363
	Iteration 11Q: 3 clusters Score -370454.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -370556.062500 Penalty: 2726.172363
	Iteration 12Q: 3 clusters Score -370556.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -370644.843750 Penalty: 2726.172363
	Iteration 13Q: 3 clusters Score -370644.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -370726.062500 Penalty: 2726.172363
	Iteration 14Q: 3 clusters Score -370726.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -370791.750000 Penalty: 2726.172363
	Iteration 15Q: 3 clusters Score -370791.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -370847.281250 Penalty: 2726.172363
	Iteration 16Q: 3 clusters Score -370847.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -370889.812500 Penalty: 2726.172363
	Iteration 17Q: 3 clusters Score -370889.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -370924.875000 Penalty: 2726.172363
	Iteration 18Q: 3 clusters Score -370924.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -370942.250000 Penalty: 2726.172363
	Iteration 19Q: 3 clusters Score -370942.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -370953.343750 Penalty: 2726.172363
	Iteration 20F: 3 clusters Score -370953.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -370961.781250 Penalty: 2726.172363
	Iteration 21Q: 3 clusters Score -370961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -370967.468750 Penalty: 2726.172363
	Iteration 22Q: 3 clusters Score -370967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -370968.750000 Penalty: 2726.172363
	Iteration 23Q: 3 clusters Score -370968.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -370970.593750 Penalty: 2726.172363
	Iteration 24Q: 3 clusters Score -370970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -370970.625000 Penalty: 2726.172363
	Iteration 25Q: 3 clusters Score -370970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -370970.625000 Penalty: 2726.172363
	Iteration 26F: 3 clusters Score -370970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Entering Unmasked Estep 
Score: -5676901.000000 Penalty: 1803.798706
	Iteration 0F: 2 clusters Score -5676901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5632730.000000 Penalty: 3607.597412
	Iteration 0F: 3 clusters Score -5632730 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -5650862.000000 Penalty: 3607.597412
	Iteration 1F: 3 clusters Score -5650862 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5651820.000000 Penalty: 3607.597412
	Iteration 2Q: 3 clusters Score -5651820 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -5653194.500000 Penalty: 3607.597412
	Iteration 3Q: 3 clusters Score -5653194 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5654910.500000 Penalty: 3607.597412
	Iteration 4F: 3 clusters Score -5654910 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -5657038.500000 Penalty: 3607.597412
	Iteration 5F: 3 clusters Score -5657038 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5659718.000000 Penalty: 3607.597412
	Iteration 6F: 3 clusters Score -5659718 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5662607.000000 Penalty: 3607.597412
	Iteration 7F: 3 clusters Score -5662607 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5665157.000000 Penalty: 3607.597412
	Iteration 8F: 3 clusters Score -5665157 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -5666849.500000 Penalty: 3607.597412
	Iteration 9Q: 3 clusters Score -5666850 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -5668058.500000 Penalty: 3607.597412
	Iteration 10Q: 3 clusters Score -5668058 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -5668915.000000 Penalty: 3607.597412
	Iteration 11Q: 3 clusters Score -5668915 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5669590.000000 Penalty: 3607.597412
	Iteration 12Q: 3 clusters Score -5669590 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -5670305.000000 Penalty: 3607.597412
	Iteration 13Q: 3 clusters Score -5670305 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -5671078.000000 Penalty: 3607.597412
	Iteration 14Q: 3 clusters Score -5671078 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -5671906.000000 Penalty: 3607.597412
	Iteration 15Q: 3 clusters Score -5671906 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -5672751.500000 Penalty: 3607.597412
	Iteration 16Q: 3 clusters Score -5672752 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -5673571.000000 Penalty: 3607.597412
	Iteration 17Q: 3 clusters Score -5673571 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -5674311.500000 Penalty: 3607.597412
	Iteration 18Q: 3 clusters Score -5674312 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -5675093.500000 Penalty: 3607.597412
	Iteration 19Q: 3 clusters Score -5675094 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -5675761.000000 Penalty: 3607.597412
	Iteration 20F: 3 clusters Score -5675761 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -5676146.500000 Penalty: 3607.597412
	Iteration 21Q: 3 clusters Score -5676146 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -5676371.500000 Penalty: 3607.597412
	Iteration 22Q: 3 clusters Score -5676372 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -5676510.000000 Penalty: 3607.597412
	Iteration 23Q: 3 clusters Score -5676510 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -5676607.500000 Penalty: 3607.597412
	Iteration 24Q: 3 clusters Score -5676608 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -5676651.500000 Penalty: 3607.597412
	Iteration 25Q: 3 clusters Score -5676652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -5676670.500000 Penalty: 3607.597412
	Iteration 26Q: 3 clusters Score -5676670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -5676694.000000 Penalty: 3607.597412
	Iteration 27Q: 3 clusters Score -5676694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -5676701.500000 Penalty: 3607.597412
	Iteration 28Q: 3 clusters Score -5676702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -5676706.500000 Penalty: 3607.597412
	Iteration 29Q: 3 clusters Score -5676706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -5676705.500000 Penalty: 3607.597412
	Iteration 30Q: 3 clusters Score -5676706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -5676722.500000 Penalty: 3607.597412
	Iteration 31Q: 3 clusters Score -5676722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -5676732.000000 Penalty: 3607.597412
	Iteration 32Q: 3 clusters Score -5676732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -5676740.000000 Penalty: 3607.597412
	Iteration 33Q: 3 clusters Score -5676740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -5676735.500000 Penalty: 3607.597412
	Iteration 34Q: 3 clusters Score -5676736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -5676732.000000 Penalty: 3607.597412
	Iteration 35Q: 3 clusters Score -5676732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -5676735.000000 Penalty: 3607.597412
	Iteration 36Q: 3 clusters Score -5676735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -5676737.500000 Penalty: 3607.597412
	Iteration 37Q: 3 clusters Score -5676738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -5676739.000000 Penalty: 3607.597412
	Iteration 38Q: 3 clusters Score -5676739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -5676739.000000 Penalty: 3607.597412
	Iteration 39Q: 3 clusters Score -5676739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -5676739.500000 Penalty: 3607.597412
	Iteration 40F: 3 clusters Score -5676740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -5676743.000000 Penalty: 3607.597412
	Iteration 41Q: 3 clusters Score -5676743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -5676742.000000 Penalty: 3607.597412
	Iteration 42Q: 3 clusters Score -5676742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -5676762.000000 Penalty: 3607.597412
	Iteration 43Q: 3 clusters Score -5676762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -5676772.000000 Penalty: 3607.597412
	Iteration 44Q: 3 clusters Score -5676772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -5676775.500000 Penalty: 3607.597412
	Iteration 45Q: 3 clusters Score -5676776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -5676787.500000 Penalty: 3607.597412
	Iteration 46Q: 3 clusters Score -5676788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -5676793.500000 Penalty: 3607.597412
	Iteration 47Q: 3 clusters Score -5676794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -5676789.500000 Penalty: 3607.597412
	Iteration 48Q: 3 clusters Score -5676790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -5676776.000000 Penalty: 3607.597412
	Iteration 49Q: 3 clusters Score -5676776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -5676787.000000 Penalty: 3607.597412
	Iteration 50Q: 3 clusters Score -5676787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -5676795.500000 Penalty: 3607.597412
	Iteration 51Q: 3 clusters Score -5676796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -5676794.000000 Penalty: 3607.597412
	Iteration 52Q: 3 clusters Score -5676794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -5676795.500000 Penalty: 3607.597412
	Iteration 53Q: 3 clusters Score -5676796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -5676787.500000 Penalty: 3607.597412
	Iteration 54Q: 3 clusters Score -5676788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -5676796.000000 Penalty: 3607.597412
	Iteration 55Q: 3 clusters Score -5676796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -5676798.500000 Penalty: 3607.597412
	Iteration 56Q: 3 clusters Score -5676798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -5676794.500000 Penalty: 3607.597412
	Iteration 57Q: 3 clusters Score -5676794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -5676794.500000 Penalty: 3607.597412
	Iteration 58Q: 3 clusters Score -5676794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -5676803.000000 Penalty: 3607.597412
	Iteration 59Q: 3 clusters Score -5676803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -5676797.000000 Penalty: 3607.597412
	Iteration 60F: 3 clusters Score -5676797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -5676797.000000 Penalty: 3607.597412
	Iteration 61Q: 3 clusters Score -5676797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -5676802.500000 Penalty: 3607.597412
	Iteration 62Q: 3 clusters Score -5676802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -5676803.500000 Penalty: 3607.597412
	Iteration 63Q: 3 clusters Score -5676804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -5676802.500000 Penalty: 3607.597412
	Iteration 64Q: 3 clusters Score -5676802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -5676797.500000 Penalty: 3607.597412
	Iteration 65Q: 3 clusters Score -5676798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -5676797.500000 Penalty: 3607.597412
	Iteration 66F: 3 clusters Score -5676798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -480664.875000 Penalty: 1404.993530
	Iteration 0F: 2 clusters Score -480664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -476231.031250 Penalty: 2809.987061
	Iteration 0F: 3 clusters Score -476231 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -477502.750000 Penalty: 2809.987061
	Iteration 1F: 3 clusters Score -477502.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -477768.750000 Penalty: 2809.987061
	Iteration 2F: 3 clusters Score -477768.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477986.031250 Penalty: 2809.987061
	Iteration 3F: 3 clusters Score -477986 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -478141.437500 Penalty: 2809.987061
	Iteration 4Q: 3 clusters Score -478141.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -478256.281250 Penalty: 2809.987061
	Iteration 5Q: 3 clusters Score -478256.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478336.906250 Penalty: 2809.987061
	Iteration 6Q: 3 clusters Score -478336.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -478414.093750 Penalty: 2809.987061
	Iteration 7Q: 3 clusters Score -478414.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -478471.781250 Penalty: 2809.987061
	Iteration 8Q: 3 clusters Score -478471.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -478525.093750 Penalty: 2809.987061
	Iteration 9Q: 3 clusters Score -478525.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -478560.406250 Penalty: 2809.987061
	Iteration 10Q: 3 clusters Score -478560.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -478593.250000 Penalty: 2809.987061
	Iteration 11Q: 3 clusters Score -478593.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -478620.937500 Penalty: 2809.987061
	Iteration 12Q: 3 clusters Score -478620.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -478646.781250 Penalty: 2809.987061
	Iteration 13Q: 3 clusters Score -478646.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -478677.093750 Penalty: 2809.987061
	Iteration 14Q: 3 clusters Score -478677.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -478711.343750 Penalty: 2809.987061
	Iteration 15Q: 3 clusters Score -478711.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -478749.875000 Penalty: 2809.987061
	Iteration 16Q: 3 clusters Score -478749.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -478779.093750 Penalty: 2809.987061
	Iteration 17Q: 3 clusters Score -478779.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -478809.250000 Penalty: 2809.987061
	Iteration 18Q: 3 clusters Score -478809.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -478839.750000 Penalty: 2809.987061
	Iteration 19Q: 3 clusters Score -478839.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -478884.125000 Penalty: 2809.987061
	Iteration 20F: 3 clusters Score -478884.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -478926.750000 Penalty: 2809.987061
	Iteration 21Q: 3 clusters Score -478926.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -478972.281250 Penalty: 2809.987061
	Iteration 22Q: 3 clusters Score -478972.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -479026.375000 Penalty: 2809.987061
	Iteration 23Q: 3 clusters Score -479026.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -479078.687500 Penalty: 2809.987061
	Iteration 24Q: 3 clusters Score -479078.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -479133.031250 Penalty: 2809.987061
	Iteration 25Q: 3 clusters Score -479133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -479172.531250 Penalty: 2809.987061
	Iteration 26Q: 3 clusters Score -479172.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -479203.937500 Penalty: 2809.987061
	Iteration 27Q: 3 clusters Score -479203.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -479221.875000 Penalty: 2809.987061
	Iteration 28Q: 3 clusters Score -479221.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -479236.687500 Penalty: 2809.987061
	Iteration 29Q: 3 clusters Score -479236.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -479248.031250 Penalty: 2809.987061
	Iteration 30Q: 3 clusters Score -479248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -479258.125000 Penalty: 2809.987061
	Iteration 31Q: 3 clusters Score -479258.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -479263.593750 Penalty: 2809.987061
	Iteration 32Q: 3 clusters Score -479263.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -479267.406250 Penalty: 2809.987061
	Iteration 33Q: 3 clusters Score -479267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -479273.937500 Penalty: 2809.987061
	Iteration 34Q: 3 clusters Score -479273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -479275.906250 Penalty: 2809.987061
	Iteration 35Q: 3 clusters Score -479275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479279.156250 Penalty: 2809.987061
	Iteration 36Q: 3 clusters Score -479279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -479281.312500 Penalty: 2809.987061
	Iteration 37Q: 3 clusters Score -479281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -479282.500000 Penalty: 2809.987061
	Iteration 38Q: 3 clusters Score -479282.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -479285.656250 Penalty: 2809.987061
	Iteration 39Q: 3 clusters Score -479285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -479285.968750 Penalty: 2809.987061
	Iteration 40F: 3 clusters Score -479286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -479287.375000 Penalty: 2809.987061
	Iteration 41Q: 3 clusters Score -479287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -479289.562500 Penalty: 2809.987061
	Iteration 42Q: 3 clusters Score -479289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -479290.500000 Penalty: 2809.987061
	Iteration 43Q: 3 clusters Score -479290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -479291.343750 Penalty: 2809.987061
	Iteration 44Q: 3 clusters Score -479291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -479292.562500 Penalty: 2809.987061
	Iteration 45Q: 3 clusters Score -479292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -479295.562500 Penalty: 2809.987061
	Iteration 46Q: 3 clusters Score -479295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -479297.000000 Penalty: 2809.987061
	Iteration 47Q: 3 clusters Score -479297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -479297.781250 Penalty: 2809.987061
	Iteration 48Q: 3 clusters Score -479297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -479300.687500 Penalty: 2809.987061
	Iteration 49Q: 3 clusters Score -479300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -479302.375000 Penalty: 2809.987061
	Iteration 50Q: 3 clusters Score -479302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -479302.375000 Penalty: 2809.987061
	Iteration 51Q: 3 clusters Score -479302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -479303.031250 Penalty: 2809.987061
	Iteration 52Q: 3 clusters Score -479303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -479304.718750 Penalty: 2809.987061
	Iteration 53Q: 3 clusters Score -479304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -479305.750000 Penalty: 2809.987061
	Iteration 54Q: 3 clusters Score -479305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -479306.906250 Penalty: 2809.987061
	Iteration 55Q: 3 clusters Score -479306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -479308.718750 Penalty: 2809.987061
	Iteration 56Q: 3 clusters Score -479308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -479310.875000 Penalty: 2809.987061
	Iteration 57Q: 3 clusters Score -479310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -479312.281250 Penalty: 2809.987061
	Iteration 58Q: 3 clusters Score -479312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -479316.281250 Penalty: 2809.987061
	Iteration 59Q: 3 clusters Score -479316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -479319.781250 Penalty: 2809.987061
	Iteration 60F: 3 clusters Score -479319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -479322.843750 Penalty: 2809.987061
	Iteration 61Q: 3 clusters Score -479322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -479328.406250 Penalty: 2809.987061
	Iteration 62Q: 3 clusters Score -479328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -479328.312500 Penalty: 2809.987061
	Iteration 63Q: 3 clusters Score -479328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -479332.406250 Penalty: 2809.987061
	Iteration 64Q: 3 clusters Score -479332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -479336.906250 Penalty: 2809.987061
	Iteration 65Q: 3 clusters Score -479336.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -479343.062500 Penalty: 2809.987061
	Iteration 66Q: 3 clusters Score -479343.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -479351.500000 Penalty: 2809.987061
	Iteration 67Q: 3 clusters Score -479351.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -479370.250000 Penalty: 2809.987061
	Iteration 68Q: 3 clusters Score -479370.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -479389.218750 Penalty: 2809.987061
	Iteration 69Q: 3 clusters Score -479389.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -479408.281250 Penalty: 2809.987061
	Iteration 70Q: 3 clusters Score -479408.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -479440.750000 Penalty: 2809.987061
	Iteration 71Q: 3 clusters Score -479440.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -479477.343750 Penalty: 2809.987061
	Iteration 72Q: 3 clusters Score -479477.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -479527.406250 Penalty: 2809.987061
	Iteration 73Q: 3 clusters Score -479527.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -479609.781250 Penalty: 2809.987061
	Iteration 74Q: 3 clusters Score -479609.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -479694.187500 Penalty: 2809.987061
	Iteration 75Q: 3 clusters Score -479694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -479771.781250 Penalty: 2809.987061
	Iteration 76Q: 3 clusters Score -479771.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -479813.156250 Penalty: 2809.987061
	Iteration 77Q: 3 clusters Score -479813.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -479833.187500 Penalty: 2809.987061
	Iteration 78Q: 3 clusters Score -479833.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -479840.312500 Penalty: 2809.987061
	Iteration 79Q: 3 clusters Score -479840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -479843.343750 Penalty: 2809.987061
	Iteration 80F: 3 clusters Score -479843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -479844.875000 Penalty: 2809.987061
	Iteration 81Q: 3 clusters Score -479844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -479846.500000 Penalty: 2809.987061
	Iteration 82Q: 3 clusters Score -479846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -479847.312500 Penalty: 2809.987061
	Iteration 83Q: 3 clusters Score -479847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -479848.156250 Penalty: 2809.987061
	Iteration 84Q: 3 clusters Score -479848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -479848.343750 Penalty: 2809.987061
	Iteration 85Q: 3 clusters Score -479848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479851.031250 Penalty: 2809.987061
	Iteration 86Q: 3 clusters Score -479851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -479850.906250 Penalty: 2809.987061
	Iteration 87Q: 3 clusters Score -479850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -479850.718750 Penalty: 2809.987061
	Iteration 88Q: 3 clusters Score -479850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -479851.812500 Penalty: 2809.987061
	Iteration 89Q: 3 clusters Score -479851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -479853.156250 Penalty: 2809.987061
	Iteration 90Q: 3 clusters Score -479853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -479854.781250 Penalty: 2809.987061
	Iteration 91Q: 3 clusters Score -479854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -479854.906250 Penalty: 2809.987061
	Iteration 92Q: 3 clusters Score -479854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479854.906250 Penalty: 2809.987061
	Iteration 93Q: 3 clusters Score -479854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -479854.906250 Penalty: 2809.987061
	Iteration 94F: 3 clusters Score -479854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157564 members 
Entering Unmasked Estep 
Score: -13620146.000000 Penalty: 1944.732910
	Iteration 0F: 2 clusters Score -1.362015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -13514604.000000 Penalty: 3889.465820
	Iteration 0F: 3 clusters Score -1.35146e+07 nChanged 76197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -13558893.000000 Penalty: 3889.465820
	Iteration 1F: 3 clusters Score -1.355889e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -13559871.000000 Penalty: 3889.465820
	Iteration 2Q: 3 clusters Score -1.355987e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -13561111.000000 Penalty: 3889.465820
	Iteration 3Q: 3 clusters Score -1.356111e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -13563117.000000 Penalty: 3889.465820
	Iteration 4Q: 3 clusters Score -1.356312e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -13565790.000000 Penalty: 3889.465820
	Iteration 5Q: 3 clusters Score -1.356579e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -13569171.000000 Penalty: 3889.465820
	Iteration 6F: 3 clusters Score -1.356917e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -13573024.000000 Penalty: 3889.465820
	Iteration 7F: 3 clusters Score -1.357302e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -13576615.000000 Penalty: 3889.465820
	Iteration 8F: 3 clusters Score -1.357662e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -13579351.000000 Penalty: 3889.465820
	Iteration 9Q: 3 clusters Score -1.357935e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -13581187.000000 Penalty: 3889.465820
	Iteration 10Q: 3 clusters Score -1.358119e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -13582476.000000 Penalty: 3889.465820
	Iteration 11Q: 3 clusters Score -1.358248e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -13583410.000000 Penalty: 3889.465820
	Iteration 12Q: 3 clusters Score -1.358341e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -13584665.000000 Penalty: 3889.465820
	Iteration 13Q: 3 clusters Score -1.358466e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -13585986.000000 Penalty: 3889.465820
	Iteration 14Q: 3 clusters Score -1.358599e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -13588344.000000 Penalty: 3889.465820
	Iteration 15Q: 3 clusters Score -1.358834e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 109175 members 
Entering Unmasked Estep 
Score: -13591351.000000 Penalty: 3889.465820
	Iteration 16Q: 3 clusters Score -1.359135e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 114113 members 
Entering Unmasked Estep 
Score: -13594984.000000 Penalty: 3889.465820
	Iteration 17Q: 3 clusters Score -1.359498e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -13598662.000000 Penalty: 3889.465820
	Iteration 18Q: 3 clusters Score -1.359866e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -13601309.000000 Penalty: 3889.465820
	Iteration 19Q: 3 clusters Score -1.360131e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 127175 members 
Entering Unmasked Estep 
Score: -13603640.000000 Penalty: 3889.465820
	Iteration 20F: 3 clusters Score -1.360364e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 130958 members 
Entering Unmasked Estep 
Score: -13605788.000000 Penalty: 3889.465820
	Iteration 21Q: 3 clusters Score -1.360579e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -13607628.000000 Penalty: 3889.465820
	Iteration 22Q: 3 clusters Score -1.360763e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 137647 members 
Entering Unmasked Estep 
Score: -13609246.000000 Penalty: 3889.465820
	Iteration 23Q: 3 clusters Score -1.360925e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 140529 members 
Entering Unmasked Estep 
Score: -13610757.000000 Penalty: 3889.465820
	Iteration 24Q: 3 clusters Score -1.361076e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -13612027.000000 Penalty: 3889.465820
	Iteration 25Q: 3 clusters Score -1.361203e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -13613187.000000 Penalty: 3889.465820
	Iteration 26Q: 3 clusters Score -1.361319e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -13614170.000000 Penalty: 3889.465820
	Iteration 27Q: 3 clusters Score -1.361417e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -13615145.000000 Penalty: 3889.465820
	Iteration 28Q: 3 clusters Score -1.361514e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 150532 members 
Entering Unmasked Estep 
Score: -13615904.000000 Penalty: 3889.465820
	Iteration 29Q: 3 clusters Score -1.36159e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -13616501.000000 Penalty: 3889.465820
	Iteration 30Q: 3 clusters Score -1.36165e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -13616973.000000 Penalty: 3889.465820
	Iteration 31Q: 3 clusters Score -1.361697e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -13617372.000000 Penalty: 3889.465820
	Iteration 32Q: 3 clusters Score -1.361737e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -13617710.000000 Penalty: 3889.465820
	Iteration 33Q: 3 clusters Score -1.361771e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 154688 members 
Entering Unmasked Estep 
Score: -13617950.000000 Penalty: 3889.465820
	Iteration 34Q: 3 clusters Score -1.361795e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -13618118.000000 Penalty: 3889.465820
	Iteration 35Q: 3 clusters Score -1.361812e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -13618209.000000 Penalty: 3889.465820
	Iteration 36Q: 3 clusters Score -1.361821e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -13618255.000000 Penalty: 3889.465820
	Iteration 37Q: 3 clusters Score -1.361826e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 155818 members 
Entering Unmasked Estep 
Score: -13618347.000000 Penalty: 3889.465820
	Iteration 38Q: 3 clusters Score -1.361835e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 155975 members 
Entering Unmasked Estep 
Score: -13618377.000000 Penalty: 3889.465820
	Iteration 39Q: 3 clusters Score -1.361838e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 156101 members 
Entering Unmasked Estep 
Score: -13618427.000000 Penalty: 3889.465820
	Iteration 40F: 3 clusters Score -1.361843e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -13618466.000000 Penalty: 3889.465820
	Iteration 41Q: 3 clusters Score -1.361847e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -13618502.000000 Penalty: 3889.465820
	Iteration 42Q: 3 clusters Score -1.36185e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -13618518.000000 Penalty: 3889.465820
	Iteration 43Q: 3 clusters Score -1.361852e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 156418 members 
Entering Unmasked Estep 
Score: -13618539.000000 Penalty: 3889.465820
	Iteration 44Q: 3 clusters Score -1.361854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -13618564.000000 Penalty: 3889.465820
	Iteration 45Q: 3 clusters Score -1.361856e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 156490 members 
Entering Unmasked Estep 
Score: -13618575.000000 Penalty: 3889.465820
	Iteration 46Q: 3 clusters Score -1.361858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 156515 members 
Entering Unmasked Estep 
Score: -13618581.000000 Penalty: 3889.465820
	Iteration 47Q: 3 clusters Score -1.361858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 156534 members 
Entering Unmasked Estep 
Score: -13618589.000000 Penalty: 3889.465820
	Iteration 48Q: 3 clusters Score -1.361859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 156545 members 
Entering Unmasked Estep 
Score: -13618594.000000 Penalty: 3889.465820
	Iteration 49Q: 3 clusters Score -1.361859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 156556 members 
Entering Unmasked Estep 
Score: -13618594.000000 Penalty: 3889.465820
	Iteration 50Q: 3 clusters Score -1.361859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 156570 members 
Entering Unmasked Estep 
Score: -13618597.000000 Penalty: 3889.465820
	Iteration 51Q: 3 clusters Score -1.36186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -13618602.000000 Penalty: 3889.465820
	Iteration 52Q: 3 clusters Score -1.36186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -13618608.000000 Penalty: 3889.465820
	Iteration 53Q: 3 clusters Score -1.361861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 156595 members 
Entering Unmasked Estep 
Score: -13618605.000000 Penalty: 3889.465820
	Iteration 54Q: 3 clusters Score -1.36186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -13618628.000000 Penalty: 3889.465820
	Iteration 55Q: 3 clusters Score -1.361863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 156616 members 
Entering Unmasked Estep 
Score: -13618624.000000 Penalty: 3889.465820
	Iteration 56Q: 3 clusters Score -1.361862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -13618642.000000 Penalty: 3889.465820
	Iteration 57Q: 3 clusters Score -1.361864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -13618644.000000 Penalty: 3889.465820
	Iteration 58Q: 3 clusters Score -1.361864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -13618641.000000 Penalty: 3889.465820
	Iteration 59Q: 3 clusters Score -1.361864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -13618632.000000 Penalty: 3889.465820
	Iteration 60F: 3 clusters Score -1.361863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -13618638.000000 Penalty: 3889.465820
	Iteration 61Q: 3 clusters Score -1.361864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -13618642.000000 Penalty: 3889.465820
	Iteration 62Q: 3 clusters Score -1.361864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -13618658.000000 Penalty: 3889.465820
	Iteration 63Q: 3 clusters Score -1.361866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -13618660.000000 Penalty: 3889.465820
	Iteration 64Q: 3 clusters Score -1.361866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -13618648.000000 Penalty: 3889.465820
	Iteration 65Q: 3 clusters Score -1.361865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -13618647.000000 Penalty: 3889.465820
	Iteration 66Q: 3 clusters Score -1.361865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -13618654.000000 Penalty: 3889.465820
	Iteration 67Q: 3 clusters Score -1.361865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -13618660.000000 Penalty: 3889.465820
	Iteration 68Q: 3 clusters Score -1.361866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -13618656.000000 Penalty: 3889.465820
	Iteration 69Q: 3 clusters Score -1.361866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -13618661.000000 Penalty: 3889.465820
	Iteration 70Q: 3 clusters Score -1.361866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -13618662.000000 Penalty: 3889.465820
	Iteration 71Q: 3 clusters Score -1.361866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -13618667.000000 Penalty: 3889.465820
	Iteration 72Q: 3 clusters Score -1.361867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -13618668.000000 Penalty: 3889.465820
	Iteration 73Q: 3 clusters Score -1.361867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -13618664.000000 Penalty: 3889.465820
	Iteration 74Q: 3 clusters Score -1.361866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -13618664.000000 Penalty: 3889.465820
	Iteration 75F: 3 clusters Score -1.361866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Entering Unmasked Estep 
Score: -1078991.000000 Penalty: 1535.725098
	Iteration 0F: 2 clusters Score -1078991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1070131.500000 Penalty: 3071.450195
	Iteration 0F: 3 clusters Score -1070132 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1073083.875000 Penalty: 3071.450195
	Iteration 1F: 3 clusters Score -1073084 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1073324.750000 Penalty: 3071.450195
	Iteration 2F: 3 clusters Score -1073325 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1073518.500000 Penalty: 3071.450195
	Iteration 3Q: 3 clusters Score -1073518 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1073723.500000 Penalty: 3071.450195
	Iteration 4Q: 3 clusters Score -1073724 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1073905.750000 Penalty: 3071.450195
	Iteration 5Q: 3 clusters Score -1073906 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1074080.875000 Penalty: 3071.450195
	Iteration 6Q: 3 clusters Score -1074081 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1074261.875000 Penalty: 3071.450195
	Iteration 7Q: 3 clusters Score -1074262 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1074459.875000 Penalty: 3071.450195
	Iteration 8Q: 3 clusters Score -1074460 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1074671.125000 Penalty: 3071.450195
	Iteration 9Q: 3 clusters Score -1074671 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1074915.375000 Penalty: 3071.450195
	Iteration 10Q: 3 clusters Score -1074915 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1075166.125000 Penalty: 3071.450195
	Iteration 11Q: 3 clusters Score -1075166 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1075418.875000 Penalty: 3071.450195
	Iteration 12Q: 3 clusters Score -1075419 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1075623.500000 Penalty: 3071.450195
	Iteration 13Q: 3 clusters Score -1075624 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1075796.375000 Penalty: 3071.450195
	Iteration 14Q: 3 clusters Score -1075796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1075942.125000 Penalty: 3071.450195
	Iteration 15Q: 3 clusters Score -1075942 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1076052.375000 Penalty: 3071.450195
	Iteration 16Q: 3 clusters Score -1076052 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1076144.375000 Penalty: 3071.450195
	Iteration 17Q: 3 clusters Score -1076144 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1076223.500000 Penalty: 3071.450195
	Iteration 18Q: 3 clusters Score -1076224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1076280.500000 Penalty: 3071.450195
	Iteration 19Q: 3 clusters Score -1076280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1076340.500000 Penalty: 3071.450195
	Iteration 20F: 3 clusters Score -1076340 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1076392.000000 Penalty: 3071.450195
	Iteration 21Q: 3 clusters Score -1076392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1076450.125000 Penalty: 3071.450195
	Iteration 22Q: 3 clusters Score -1076450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1076505.375000 Penalty: 3071.450195
	Iteration 23Q: 3 clusters Score -1076505 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1076562.375000 Penalty: 3071.450195
	Iteration 24Q: 3 clusters Score -1076562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1076619.875000 Penalty: 3071.450195
	Iteration 25Q: 3 clusters Score -1076620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1076659.000000 Penalty: 3071.450195
	Iteration 26Q: 3 clusters Score -1076659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1076703.375000 Penalty: 3071.450195
	Iteration 27Q: 3 clusters Score -1076703 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1076740.000000 Penalty: 3071.450195
	Iteration 28Q: 3 clusters Score -1076740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1076773.375000 Penalty: 3071.450195
	Iteration 29Q: 3 clusters Score -1076773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1076808.125000 Penalty: 3071.450195
	Iteration 30Q: 3 clusters Score -1076808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1076855.750000 Penalty: 3071.450195
	Iteration 31Q: 3 clusters Score -1076856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1076902.750000 Penalty: 3071.450195
	Iteration 32Q: 3 clusters Score -1076903 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1076956.000000 Penalty: 3071.450195
	Iteration 33Q: 3 clusters Score -1076956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1077006.625000 Penalty: 3071.450195
	Iteration 34Q: 3 clusters Score -1077007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1077059.375000 Penalty: 3071.450195
	Iteration 35Q: 3 clusters Score -1077059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1077114.875000 Penalty: 3071.450195
	Iteration 36Q: 3 clusters Score -1077115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1077177.875000 Penalty: 3071.450195
	Iteration 37Q: 3 clusters Score -1077178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1077228.500000 Penalty: 3071.450195
	Iteration 38Q: 3 clusters Score -1077228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1077267.500000 Penalty: 3071.450195
	Iteration 39Q: 3 clusters Score -1077268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1077315.000000 Penalty: 3071.450195
	Iteration 40F: 3 clusters Score -1077315 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1077354.750000 Penalty: 3071.450195
	Iteration 41Q: 3 clusters Score -1077355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1077391.125000 Penalty: 3071.450195
	Iteration 42Q: 3 clusters Score -1077391 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1077416.375000 Penalty: 3071.450195
	Iteration 43Q: 3 clusters Score -1077416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1077440.625000 Penalty: 3071.450195
	Iteration 44Q: 3 clusters Score -1077441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1077466.000000 Penalty: 3071.450195
	Iteration 45Q: 3 clusters Score -1077466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1077488.125000 Penalty: 3071.450195
	Iteration 46Q: 3 clusters Score -1077488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1077502.750000 Penalty: 3071.450195
	Iteration 47Q: 3 clusters Score -1077503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1077524.375000 Penalty: 3071.450195
	Iteration 48Q: 3 clusters Score -1077524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1077539.875000 Penalty: 3071.450195
	Iteration 49Q: 3 clusters Score -1077540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1077555.875000 Penalty: 3071.450195
	Iteration 50Q: 3 clusters Score -1077556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1077572.000000 Penalty: 3071.450195
	Iteration 51Q: 3 clusters Score -1077572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1077578.500000 Penalty: 3071.450195
	Iteration 52Q: 3 clusters Score -1077578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1077590.250000 Penalty: 3071.450195
	Iteration 53Q: 3 clusters Score -1077590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1077603.625000 Penalty: 3071.450195
	Iteration 54Q: 3 clusters Score -1077604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1077614.250000 Penalty: 3071.450195
	Iteration 55Q: 3 clusters Score -1077614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1077629.125000 Penalty: 3071.450195
	Iteration 56Q: 3 clusters Score -1077629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1077640.500000 Penalty: 3071.450195
	Iteration 57Q: 3 clusters Score -1077640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1077650.625000 Penalty: 3071.450195
	Iteration 58Q: 3 clusters Score -1077651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1077662.500000 Penalty: 3071.450195
	Iteration 59Q: 3 clusters Score -1077662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1077671.500000 Penalty: 3071.450195
	Iteration 60F: 3 clusters Score -1077672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1077676.125000 Penalty: 3071.450195
	Iteration 61Q: 3 clusters Score -1077676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1077680.750000 Penalty: 3071.450195
	Iteration 62Q: 3 clusters Score -1077681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1077679.875000 Penalty: 3071.450195
	Iteration 63Q: 3 clusters Score -1077680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1077680.250000 Penalty: 3071.450195
	Iteration 64Q: 3 clusters Score -1077680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1077682.125000 Penalty: 3071.450195
	Iteration 65Q: 3 clusters Score -1077682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1077683.875000 Penalty: 3071.450195
	Iteration 66Q: 3 clusters Score -1077684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1077685.250000 Penalty: 3071.450195
	Iteration 67Q: 3 clusters Score -1077685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1077688.000000 Penalty: 3071.450195
	Iteration 68Q: 3 clusters Score -1077688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1077688.500000 Penalty: 3071.450195
	Iteration 69Q: 3 clusters Score -1077688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1077687.375000 Penalty: 3071.450195
	Iteration 70Q: 3 clusters Score -1077687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1077688.750000 Penalty: 3071.450195
	Iteration 71Q: 3 clusters Score -1077689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1077690.125000 Penalty: 3071.450195
	Iteration 72Q: 3 clusters Score -1077690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1077691.375000 Penalty: 3071.450195
	Iteration 73Q: 3 clusters Score -1077691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1077690.125000 Penalty: 3071.450195
	Iteration 74Q: 3 clusters Score -1077690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1077692.875000 Penalty: 3071.450195
	Iteration 75Q: 3 clusters Score -1077693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1077692.750000 Penalty: 3071.450195
	Iteration 76Q: 3 clusters Score -1077693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1077693.250000 Penalty: 3071.450195
	Iteration 77Q: 3 clusters Score -1077693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1077694.500000 Penalty: 3071.450195
	Iteration 78Q: 3 clusters Score -1077694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1077696.500000 Penalty: 3071.450195
	Iteration 79Q: 3 clusters Score -1077696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1077697.625000 Penalty: 3071.450195
	Iteration 80F: 3 clusters Score -1077698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1077702.625000 Penalty: 3071.450195
	Iteration 81Q: 3 clusters Score -1077703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1077704.375000 Penalty: 3071.450195
	Iteration 82Q: 3 clusters Score -1077704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1077711.000000 Penalty: 3071.450195
	Iteration 83Q: 3 clusters Score -1077711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1077714.125000 Penalty: 3071.450195
	Iteration 84Q: 3 clusters Score -1077714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1077716.000000 Penalty: 3071.450195
	Iteration 85Q: 3 clusters Score -1077716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1077718.250000 Penalty: 3071.450195
	Iteration 86Q: 3 clusters Score -1077718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1077719.500000 Penalty: 3071.450195
	Iteration 87Q: 3 clusters Score -1077720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1077722.875000 Penalty: 3071.450195
	Iteration 88Q: 3 clusters Score -1077723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1077722.000000 Penalty: 3071.450195
	Iteration 89Q: 3 clusters Score -1077722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1077724.250000 Penalty: 3071.450195
	Iteration 90Q: 3 clusters Score -1077724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1077723.875000 Penalty: 3071.450195
	Iteration 91Q: 3 clusters Score -1077724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1077727.125000 Penalty: 3071.450195
	Iteration 92Q: 3 clusters Score -1077727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1077729.875000 Penalty: 3071.450195
	Iteration 93Q: 3 clusters Score -1077730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1077730.125000 Penalty: 3071.450195
	Iteration 94Q: 3 clusters Score -1077730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1077731.000000 Penalty: 3071.450195
	Iteration 95Q: 3 clusters Score -1077731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1077732.250000 Penalty: 3071.450195
	Iteration 96Q: 3 clusters Score -1077732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1077731.500000 Penalty: 3071.450195
	Iteration 97Q: 3 clusters Score -1077732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1077731.500000 Penalty: 3071.450195
	Iteration 98F: 3 clusters Score -1077732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -994636.562500 Penalty: 1524.400635
	Iteration 0F: 2 clusters Score -994636.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -986287.125000 Penalty: 3048.801270
	Iteration 0F: 3 clusters Score -986287.1 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -989246.125000 Penalty: 3048.801270
	Iteration 1F: 3 clusters Score -989246.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -989692.312500 Penalty: 3048.801270
	Iteration 2F: 3 clusters Score -989692.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -990102.750000 Penalty: 3048.801270
	Iteration 3F: 3 clusters Score -990102.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -990491.875000 Penalty: 3048.801270
	Iteration 4F: 3 clusters Score -990491.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -990864.125000 Penalty: 3048.801270
	Iteration 5F: 3 clusters Score -990864.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -991214.812500 Penalty: 3048.801270
	Iteration 6Q: 3 clusters Score -991214.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -991562.125000 Penalty: 3048.801270
	Iteration 7Q: 3 clusters Score -991562.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -991826.750000 Penalty: 3048.801270
	Iteration 8Q: 3 clusters Score -991826.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -992012.625000 Penalty: 3048.801270
	Iteration 9Q: 3 clusters Score -992012.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -992144.812500 Penalty: 3048.801270
	Iteration 10Q: 3 clusters Score -992144.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -992236.062500 Penalty: 3048.801270
	Iteration 11Q: 3 clusters Score -992236.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -992300.000000 Penalty: 3048.801270
	Iteration 12Q: 3 clusters Score -992300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -992354.750000 Penalty: 3048.801270
	Iteration 13Q: 3 clusters Score -992354.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -992397.500000 Penalty: 3048.801270
	Iteration 14Q: 3 clusters Score -992397.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -992426.625000 Penalty: 3048.801270
	Iteration 15Q: 3 clusters Score -992426.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -992456.062500 Penalty: 3048.801270
	Iteration 16Q: 3 clusters Score -992456.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -992481.187500 Penalty: 3048.801270
	Iteration 17Q: 3 clusters Score -992481.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -992502.250000 Penalty: 3048.801270
	Iteration 18Q: 3 clusters Score -992502.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -992520.125000 Penalty: 3048.801270
	Iteration 19Q: 3 clusters Score -992520.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -992541.750000 Penalty: 3048.801270
	Iteration 20F: 3 clusters Score -992541.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -992560.625000 Penalty: 3048.801270
	Iteration 21Q: 3 clusters Score -992560.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -992575.750000 Penalty: 3048.801270
	Iteration 22Q: 3 clusters Score -992575.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -992584.000000 Penalty: 3048.801270
	Iteration 23Q: 3 clusters Score -992584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -992592.625000 Penalty: 3048.801270
	Iteration 24Q: 3 clusters Score -992592.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -992607.000000 Penalty: 3048.801270
	Iteration 25Q: 3 clusters Score -992607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -992624.312500 Penalty: 3048.801270
	Iteration 26Q: 3 clusters Score -992624.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -992642.625000 Penalty: 3048.801270
	Iteration 27Q: 3 clusters Score -992642.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -992668.937500 Penalty: 3048.801270
	Iteration 28Q: 3 clusters Score -992668.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -992694.062500 Penalty: 3048.801270
	Iteration 29Q: 3 clusters Score -992694.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -992719.250000 Penalty: 3048.801270
	Iteration 30Q: 3 clusters Score -992719.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -992741.125000 Penalty: 3048.801270
	Iteration 31Q: 3 clusters Score -992741.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -992773.687500 Penalty: 3048.801270
	Iteration 32Q: 3 clusters Score -992773.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -992799.375000 Penalty: 3048.801270
	Iteration 33Q: 3 clusters Score -992799.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -992820.375000 Penalty: 3048.801270
	Iteration 34Q: 3 clusters Score -992820.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -992841.812500 Penalty: 3048.801270
	Iteration 35Q: 3 clusters Score -992841.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -992859.750000 Penalty: 3048.801270
	Iteration 36Q: 3 clusters Score -992859.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -992874.437500 Penalty: 3048.801270
	Iteration 37Q: 3 clusters Score -992874.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -992886.125000 Penalty: 3048.801270
	Iteration 38Q: 3 clusters Score -992886.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -992898.125000 Penalty: 3048.801270
	Iteration 39Q: 3 clusters Score -992898.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -992908.812500 Penalty: 3048.801270
	Iteration 40F: 3 clusters Score -992908.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -992918.062500 Penalty: 3048.801270
	Iteration 41Q: 3 clusters Score -992918.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -992923.937500 Penalty: 3048.801270
	Iteration 42Q: 3 clusters Score -992923.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -992930.687500 Penalty: 3048.801270
	Iteration 43Q: 3 clusters Score -992930.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -992941.687500 Penalty: 3048.801270
	Iteration 44Q: 3 clusters Score -992941.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -992953.375000 Penalty: 3048.801270
	Iteration 45Q: 3 clusters Score -992953.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -992963.125000 Penalty: 3048.801270
	Iteration 46Q: 3 clusters Score -992963.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -992973.187500 Penalty: 3048.801270
	Iteration 47Q: 3 clusters Score -992973.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -992987.375000 Penalty: 3048.801270
	Iteration 48Q: 3 clusters Score -992987.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -992997.812500 Penalty: 3048.801270
	Iteration 49Q: 3 clusters Score -992997.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -993013.250000 Penalty: 3048.801270
	Iteration 50Q: 3 clusters Score -993013.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -993028.375000 Penalty: 3048.801270
	Iteration 51Q: 3 clusters Score -993028.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -993043.000000 Penalty: 3048.801270
	Iteration 52Q: 3 clusters Score -993043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -993063.687500 Penalty: 3048.801270
	Iteration 53Q: 3 clusters Score -993063.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -993090.812500 Penalty: 3048.801270
	Iteration 54Q: 3 clusters Score -993090.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -993118.437500 Penalty: 3048.801270
	Iteration 55Q: 3 clusters Score -993118.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -993145.812500 Penalty: 3048.801270
	Iteration 56Q: 3 clusters Score -993145.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -993171.937500 Penalty: 3048.801270
	Iteration 57Q: 3 clusters Score -993171.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -993192.062500 Penalty: 3048.801270
	Iteration 58Q: 3 clusters Score -993192.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -993207.000000 Penalty: 3048.801270
	Iteration 59Q: 3 clusters Score -993207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -993229.875000 Penalty: 3048.801270
	Iteration 60F: 3 clusters Score -993229.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -993246.625000 Penalty: 3048.801270
	Iteration 61Q: 3 clusters Score -993246.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -993263.875000 Penalty: 3048.801270
	Iteration 62Q: 3 clusters Score -993263.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -993292.125000 Penalty: 3048.801270
	Iteration 63Q: 3 clusters Score -993292.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -993329.625000 Penalty: 3048.801270
	Iteration 64Q: 3 clusters Score -993329.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -993361.687500 Penalty: 3048.801270
	Iteration 65Q: 3 clusters Score -993361.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -993389.187500 Penalty: 3048.801270
	Iteration 66Q: 3 clusters Score -993389.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -993420.500000 Penalty: 3048.801270
	Iteration 67Q: 3 clusters Score -993420.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -993469.250000 Penalty: 3048.801270
	Iteration 68Q: 3 clusters Score -993469.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -993521.500000 Penalty: 3048.801270
	Iteration 69Q: 3 clusters Score -993521.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -993573.375000 Penalty: 3048.801270
	Iteration 70Q: 3 clusters Score -993573.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -993612.500000 Penalty: 3048.801270
	Iteration 71Q: 3 clusters Score -993612.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -993642.812500 Penalty: 3048.801270
	Iteration 72Q: 3 clusters Score -993642.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -993671.000000 Penalty: 3048.801270
	Iteration 73Q: 3 clusters Score -993671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -993708.812500 Penalty: 3048.801270
	Iteration 74Q: 3 clusters Score -993708.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -993750.750000 Penalty: 3048.801270
	Iteration 75Q: 3 clusters Score -993750.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -993788.937500 Penalty: 3048.801270
	Iteration 76Q: 3 clusters Score -993788.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -993815.562500 Penalty: 3048.801270
	Iteration 77Q: 3 clusters Score -993815.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -993839.250000 Penalty: 3048.801270
	Iteration 78Q: 3 clusters Score -993839.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -993852.562500 Penalty: 3048.801270
	Iteration 79Q: 3 clusters Score -993852.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -993866.750000 Penalty: 3048.801270
	Iteration 80F: 3 clusters Score -993866.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -993883.000000 Penalty: 3048.801270
	Iteration 81Q: 3 clusters Score -993883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -993901.125000 Penalty: 3048.801270
	Iteration 82Q: 3 clusters Score -993901.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -993907.312500 Penalty: 3048.801270
	Iteration 83Q: 3 clusters Score -993907.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -993914.812500 Penalty: 3048.801270
	Iteration 84Q: 3 clusters Score -993914.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -993918.500000 Penalty: 3048.801270
	Iteration 85Q: 3 clusters Score -993918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -993922.187500 Penalty: 3048.801270
	Iteration 86Q: 3 clusters Score -993922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -993925.687500 Penalty: 3048.801270
	Iteration 87Q: 3 clusters Score -993925.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -993928.875000 Penalty: 3048.801270
	Iteration 88Q: 3 clusters Score -993928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -993929.000000 Penalty: 3048.801270
	Iteration 89Q: 3 clusters Score -993929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -993929.812500 Penalty: 3048.801270
	Iteration 90Q: 3 clusters Score -993929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -993931.937500 Penalty: 3048.801270
	Iteration 91Q: 3 clusters Score -993931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -993934.437500 Penalty: 3048.801270
	Iteration 92Q: 3 clusters Score -993934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -993932.187500 Penalty: 3048.801270
	Iteration 93Q: 3 clusters Score -993932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -993932.187500 Penalty: 3048.801270
	Iteration 94F: 3 clusters Score -993932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -1841254.750000 Penalty: 1621.370850
	Iteration 0F: 2 clusters Score -1841255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1826734.375000 Penalty: 3242.741699
	Iteration 0F: 3 clusters Score -1826734 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1831867.625000 Penalty: 3242.741699
	Iteration 1F: 3 clusters Score -1831868 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1832194.875000 Penalty: 3242.741699
	Iteration 2Q: 3 clusters Score -1832195 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1832560.000000 Penalty: 3242.741699
	Iteration 3Q: 3 clusters Score -1832560 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1832937.375000 Penalty: 3242.741699
	Iteration 4Q: 3 clusters Score -1832937 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1833436.250000 Penalty: 3242.741699
	Iteration 5Q: 3 clusters Score -1833436 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1834135.000000 Penalty: 3242.741699
	Iteration 6F: 3 clusters Score -1834135 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1835083.875000 Penalty: 3242.741699
	Iteration 7F: 3 clusters Score -1835084 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1836151.500000 Penalty: 3242.741699
	Iteration 8F: 3 clusters Score -1836152 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1837185.000000 Penalty: 3242.741699
	Iteration 9F: 3 clusters Score -1837185 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1837872.000000 Penalty: 3242.741699
	Iteration 10Q: 3 clusters Score -1837872 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1838255.875000 Penalty: 3242.741699
	Iteration 11Q: 3 clusters Score -1838256 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1838501.875000 Penalty: 3242.741699
	Iteration 12Q: 3 clusters Score -1838502 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1838675.625000 Penalty: 3242.741699
	Iteration 13Q: 3 clusters Score -1838676 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1838823.750000 Penalty: 3242.741699
	Iteration 14Q: 3 clusters Score -1838824 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1838960.000000 Penalty: 3242.741699
	Iteration 15Q: 3 clusters Score -1838960 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1839126.000000 Penalty: 3242.741699
	Iteration 16Q: 3 clusters Score -1839126 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1839266.000000 Penalty: 3242.741699
	Iteration 17Q: 3 clusters Score -1839266 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1839404.750000 Penalty: 3242.741699
	Iteration 18Q: 3 clusters Score -1839405 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1839523.625000 Penalty: 3242.741699
	Iteration 19Q: 3 clusters Score -1839524 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1839634.000000 Penalty: 3242.741699
	Iteration 20F: 3 clusters Score -1839634 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1839741.125000 Penalty: 3242.741699
	Iteration 21Q: 3 clusters Score -1839741 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1839832.375000 Penalty: 3242.741699
	Iteration 22Q: 3 clusters Score -1839832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1839909.875000 Penalty: 3242.741699
	Iteration 23Q: 3 clusters Score -1839910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1839986.500000 Penalty: 3242.741699
	Iteration 24Q: 3 clusters Score -1839986 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1840040.500000 Penalty: 3242.741699
	Iteration 25Q: 3 clusters Score -1840040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1840086.625000 Penalty: 3242.741699
	Iteration 26Q: 3 clusters Score -1840087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1840123.750000 Penalty: 3242.741699
	Iteration 27Q: 3 clusters Score -1840124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1840150.875000 Penalty: 3242.741699
	Iteration 28Q: 3 clusters Score -1840151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1840181.750000 Penalty: 3242.741699
	Iteration 29Q: 3 clusters Score -1840182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1840205.250000 Penalty: 3242.741699
	Iteration 30Q: 3 clusters Score -1840205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1840217.500000 Penalty: 3242.741699
	Iteration 31Q: 3 clusters Score -1840218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1840229.125000 Penalty: 3242.741699
	Iteration 32Q: 3 clusters Score -1840229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1840249.625000 Penalty: 3242.741699
	Iteration 33Q: 3 clusters Score -1840250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1840260.500000 Penalty: 3242.741699
	Iteration 34Q: 3 clusters Score -1840260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1840276.875000 Penalty: 3242.741699
	Iteration 35Q: 3 clusters Score -1840277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1840288.125000 Penalty: 3242.741699
	Iteration 36Q: 3 clusters Score -1840288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1840294.000000 Penalty: 3242.741699
	Iteration 37Q: 3 clusters Score -1840294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1840304.125000 Penalty: 3242.741699
	Iteration 38Q: 3 clusters Score -1840304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1840312.500000 Penalty: 3242.741699
	Iteration 39Q: 3 clusters Score -1840312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1840323.500000 Penalty: 3242.741699
	Iteration 40F: 3 clusters Score -1840324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1840336.375000 Penalty: 3242.741699
	Iteration 41Q: 3 clusters Score -1840336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1840347.125000 Penalty: 3242.741699
	Iteration 42Q: 3 clusters Score -1840347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1840353.500000 Penalty: 3242.741699
	Iteration 43Q: 3 clusters Score -1840354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1840364.875000 Penalty: 3242.741699
	Iteration 44Q: 3 clusters Score -1840365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1840374.500000 Penalty: 3242.741699
	Iteration 45Q: 3 clusters Score -1840374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1840381.125000 Penalty: 3242.741699
	Iteration 46Q: 3 clusters Score -1840381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1840381.625000 Penalty: 3242.741699
	Iteration 47Q: 3 clusters Score -1840382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1840384.875000 Penalty: 3242.741699
	Iteration 48Q: 3 clusters Score -1840385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1840392.625000 Penalty: 3242.741699
	Iteration 49Q: 3 clusters Score -1840393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -1840402.250000 Penalty: 3242.741699
	Iteration 50Q: 3 clusters Score -1840402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1840410.500000 Penalty: 3242.741699
	Iteration 51Q: 3 clusters Score -1840410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1840411.000000 Penalty: 3242.741699
	Iteration 52Q: 3 clusters Score -1840411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1840415.375000 Penalty: 3242.741699
	Iteration 53Q: 3 clusters Score -1840415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1840420.875000 Penalty: 3242.741699
	Iteration 54Q: 3 clusters Score -1840421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1840421.125000 Penalty: 3242.741699
	Iteration 55Q: 3 clusters Score -1840421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1840428.500000 Penalty: 3242.741699
	Iteration 56Q: 3 clusters Score -1840428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1840435.125000 Penalty: 3242.741699
	Iteration 57Q: 3 clusters Score -1840435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1840440.500000 Penalty: 3242.741699
	Iteration 58Q: 3 clusters Score -1840440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1840444.500000 Penalty: 3242.741699
	Iteration 59Q: 3 clusters Score -1840444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1840452.500000 Penalty: 3242.741699
	Iteration 60F: 3 clusters Score -1840452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1840456.000000 Penalty: 3242.741699
	Iteration 61Q: 3 clusters Score -1840456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -1840458.625000 Penalty: 3242.741699
	Iteration 62Q: 3 clusters Score -1840459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1840460.250000 Penalty: 3242.741699
	Iteration 63Q: 3 clusters Score -1840460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1840458.375000 Penalty: 3242.741699
	Iteration 64Q: 3 clusters Score -1840458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1840455.875000 Penalty: 3242.741699
	Iteration 65Q: 3 clusters Score -1840456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1840457.625000 Penalty: 3242.741699
	Iteration 66Q: 3 clusters Score -1840458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1840457.625000 Penalty: 3242.741699
	Iteration 67F: 3 clusters Score -1840458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -210556.765625 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -210556.8 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 1509 members 
Entering Unmasked Estep 
Score: -207873.703125 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -207873.7 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -208607.375000 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -208607.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -208803.156250 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -208803.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -208940.937500 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -208940.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -209055.953125 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -209056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -209157.531250 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -209157.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209243.359375 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -209243.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -209305.750000 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -209305.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209378.875000 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -209378.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -209448.203125 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -209448.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -209504.453125 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -209504.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -209549.484375 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -209549.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209578.437500 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -209578.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -209591.484375 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -209591.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -209601.281250 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -209601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -209610.593750 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -209610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -209615.937500 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -209615.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -209620.765625 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -209620.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -209629.468750 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -209629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -209640.828125 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -209640.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -209652.468750 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -209652.5 nChanged 21
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: -209660.734375 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -209660.7 nChanged 18
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: -209669.718750 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -209669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -209679.828125 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -209679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -209686.171875 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -209686.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -209689.859375 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -209689.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -209693.328125 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -209693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -209695.343750 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -209695.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -209699.203125 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -209699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -209701.578125 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -209701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -209704.890625 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -209704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -209708.218750 Penalty: 2594.285156
	Iteration 31Q: 3 clusters Score -209708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -209710.281250 Penalty: 2594.285156
	Iteration 32Q: 3 clusters Score -209710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -209712.593750 Penalty: 2594.285156
	Iteration 33Q: 3 clusters Score -209712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -209714.671875 Penalty: 2594.285156
	Iteration 34Q: 3 clusters Score -209714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -209715.093750 Penalty: 2594.285156
	Iteration 35Q: 3 clusters Score -209715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -209716.203125 Penalty: 2594.285156
	Iteration 36Q: 3 clusters Score -209716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -209717.500000 Penalty: 2594.285156
	Iteration 37Q: 3 clusters Score -209717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -209717.625000 Penalty: 2594.285156
	Iteration 38Q: 3 clusters Score -209717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -209717.703125 Penalty: 2594.285156
	Iteration 39Q: 3 clusters Score -209717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -209717.703125 Penalty: 2594.285156
	Iteration 40F: 3 clusters Score -209717.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -201929.046875 Penalty: 1270.298706
	Iteration 0F: 2 clusters Score -201929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -199532.328125 Penalty: 2540.597412
	Iteration 0F: 3 clusters Score -199532.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -200146.015625 Penalty: 2540.597412
	Iteration 1F: 3 clusters Score -200146 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -200347.750000 Penalty: 2540.597412
	Iteration 2F: 3 clusters Score -200347.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -200477.046875 Penalty: 2540.597412
	Iteration 3F: 3 clusters Score -200477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -200555.312500 Penalty: 2540.597412
	Iteration 4Q: 3 clusters Score -200555.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200635.234375 Penalty: 2540.597412
	Iteration 5Q: 3 clusters Score -200635.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -200718.453125 Penalty: 2540.597412
	Iteration 6Q: 3 clusters Score -200718.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200807.750000 Penalty: 2540.597412
	Iteration 7Q: 3 clusters Score -200807.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -200896.921875 Penalty: 2540.597412
	Iteration 8Q: 3 clusters Score -200896.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -200952.906250 Penalty: 2540.597412
	Iteration 9Q: 3 clusters Score -200952.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -201000.171875 Penalty: 2540.597412
	Iteration 10Q: 3 clusters Score -201000.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -201047.296875 Penalty: 2540.597412
	Iteration 11Q: 3 clusters Score -201047.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -201093.156250 Penalty: 2540.597412
	Iteration 12Q: 3 clusters Score -201093.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -201120.609375 Penalty: 2540.597412
	Iteration 13Q: 3 clusters Score -201120.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -201144.531250 Penalty: 2540.597412
	Iteration 14Q: 3 clusters Score -201144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -201156.890625 Penalty: 2540.597412
	Iteration 15Q: 3 clusters Score -201156.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -201165.890625 Penalty: 2540.597412
	Iteration 16Q: 3 clusters Score -201165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201168.453125 Penalty: 2540.597412
	Iteration 17Q: 3 clusters Score -201168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201172.062500 Penalty: 2540.597412
	Iteration 18Q: 3 clusters Score -201172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201173.093750 Penalty: 2540.597412
	Iteration 19Q: 3 clusters Score -201173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201173.531250 Penalty: 2540.597412
	Iteration 20F: 3 clusters Score -201173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201174.734375 Penalty: 2540.597412
	Iteration 21Q: 3 clusters Score -201174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201177.015625 Penalty: 2540.597412
	Iteration 22Q: 3 clusters Score -201177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -201179.187500 Penalty: 2540.597412
	Iteration 23Q: 3 clusters Score -201179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201181.109375 Penalty: 2540.597412
	Iteration 24Q: 3 clusters Score -201181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201184.093750 Penalty: 2540.597412
	Iteration 25Q: 3 clusters Score -201184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201184.984375 Penalty: 2540.597412
	Iteration 26Q: 3 clusters Score -201185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -201185.625000 Penalty: 2540.597412
	Iteration 27Q: 3 clusters Score -201185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -201185.515625 Penalty: 2540.597412
	Iteration 28Q: 3 clusters Score -201185.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -201185.984375 Penalty: 2540.597412
	Iteration 29Q: 3 clusters Score -201186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201186.406250 Penalty: 2540.597412
	Iteration 30Q: 3 clusters Score -201186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201187.593750 Penalty: 2540.597412
	Iteration 31Q: 3 clusters Score -201187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201187.843750 Penalty: 2540.597412
	Iteration 32Q: 3 clusters Score -201187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -201189.906250 Penalty: 2540.597412
	Iteration 33Q: 3 clusters Score -201189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -201191.812500 Penalty: 2540.597412
	Iteration 34Q: 3 clusters Score -201191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -201192.968750 Penalty: 2540.597412
	Iteration 35Q: 3 clusters Score -201193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -201194.296875 Penalty: 2540.597412
	Iteration 36Q: 3 clusters Score -201194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201195.093750 Penalty: 2540.597412
	Iteration 37Q: 3 clusters Score -201195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -201196.765625 Penalty: 2540.597412
	Iteration 38Q: 3 clusters Score -201196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -201199.640625 Penalty: 2540.597412
	Iteration 39Q: 3 clusters Score -201199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -201203.562500 Penalty: 2540.597412
	Iteration 40F: 3 clusters Score -201203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -201209.000000 Penalty: 2540.597412
	Iteration 41Q: 3 clusters Score -201209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201215.046875 Penalty: 2540.597412
	Iteration 42Q: 3 clusters Score -201215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201218.703125 Penalty: 2540.597412
	Iteration 43Q: 3 clusters Score -201218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201224.453125 Penalty: 2540.597412
	Iteration 44Q: 3 clusters Score -201224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201230.906250 Penalty: 2540.597412
	Iteration 45Q: 3 clusters Score -201230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201237.453125 Penalty: 2540.597412
	Iteration 46Q: 3 clusters Score -201237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -201246.406250 Penalty: 2540.597412
	Iteration 47Q: 3 clusters Score -201246.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -201259.093750 Penalty: 2540.597412
	Iteration 48Q: 3 clusters Score -201259.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -201266.953125 Penalty: 2540.597412
	Iteration 49Q: 3 clusters Score -201267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -201271.265625 Penalty: 2540.597412
	Iteration 50Q: 3 clusters Score -201271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -201274.156250 Penalty: 2540.597412
	Iteration 51Q: 3 clusters Score -201274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -201275.750000 Penalty: 2540.597412
	Iteration 52Q: 3 clusters Score -201275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -201277.515625 Penalty: 2540.597412
	Iteration 53Q: 3 clusters Score -201277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -201278.812500 Penalty: 2540.597412
	Iteration 54Q: 3 clusters Score -201278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201280.203125 Penalty: 2540.597412
	Iteration 55Q: 3 clusters Score -201280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -201284.406250 Penalty: 2540.597412
	Iteration 56Q: 3 clusters Score -201284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -201287.250000 Penalty: 2540.597412
	Iteration 57Q: 3 clusters Score -201287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201289.343750 Penalty: 2540.597412
	Iteration 58Q: 3 clusters Score -201289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -201290.625000 Penalty: 2540.597412
	Iteration 59Q: 3 clusters Score -201290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -201291.937500 Penalty: 2540.597412
	Iteration 60F: 3 clusters Score -201291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -189753.796875 Penalty: 1259.824219
	Iteration 0F: 2 clusters Score -189753.8 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 1188 members 
Entering Unmasked Estep 
Score: -187393.609375 Penalty: 2519.648438
	Iteration 0F: 3 clusters Score -187393.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -187920.359375 Penalty: 2519.648438
	Iteration 1F: 3 clusters Score -187920.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -188045.796875 Penalty: 2519.648438
	Iteration 2F: 3 clusters Score -188045.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -188145.859375 Penalty: 2519.648438
	Iteration 3F: 3 clusters Score -188145.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -188226.765625 Penalty: 2519.648438
	Iteration 4Q: 3 clusters Score -188226.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -188273.484375 Penalty: 2519.648438
	Iteration 5Q: 3 clusters Score -188273.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -188313.015625 Penalty: 2519.648438
	Iteration 6Q: 3 clusters Score -188313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -188344.546875 Penalty: 2519.648438
	Iteration 7Q: 3 clusters Score -188344.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -188368.062500 Penalty: 2519.648438
	Iteration 8Q: 3 clusters Score -188368.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -188393.359375 Penalty: 2519.648438
	Iteration 9Q: 3 clusters Score -188393.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -188413.656250 Penalty: 2519.648438
	Iteration 10Q: 3 clusters Score -188413.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -188432.656250 Penalty: 2519.648438
	Iteration 11Q: 3 clusters Score -188432.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -188443.453125 Penalty: 2519.648438
	Iteration 12Q: 3 clusters Score -188443.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -188455.625000 Penalty: 2519.648438
	Iteration 13Q: 3 clusters Score -188455.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -188462.859375 Penalty: 2519.648438
	Iteration 14Q: 3 clusters Score -188462.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -188471.812500 Penalty: 2519.648438
	Iteration 15Q: 3 clusters Score -188471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -188484.718750 Penalty: 2519.648438
	Iteration 16Q: 3 clusters Score -188484.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -188494.406250 Penalty: 2519.648438
	Iteration 17Q: 3 clusters Score -188494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -188501.859375 Penalty: 2519.648438
	Iteration 18Q: 3 clusters Score -188501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -188512.218750 Penalty: 2519.648438
	Iteration 19Q: 3 clusters Score -188512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -188518.781250 Penalty: 2519.648438
	Iteration 20F: 3 clusters Score -188518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -188522.015625 Penalty: 2519.648438
	Iteration 21Q: 3 clusters Score -188522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -188524.531250 Penalty: 2519.648438
	Iteration 22Q: 3 clusters Score -188524.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -188530.984375 Penalty: 2519.648438
	Iteration 23Q: 3 clusters Score -188531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -188537.984375 Penalty: 2519.648438
	Iteration 24Q: 3 clusters Score -188538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -188546.750000 Penalty: 2519.648438
	Iteration 25Q: 3 clusters Score -188546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -188553.734375 Penalty: 2519.648438
	Iteration 26Q: 3 clusters Score -188553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -188562.531250 Penalty: 2519.648438
	Iteration 27Q: 3 clusters Score -188562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -188575.734375 Penalty: 2519.648438
	Iteration 28Q: 3 clusters Score -188575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -188583.812500 Penalty: 2519.648438
	Iteration 29Q: 3 clusters Score -188583.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -188591.890625 Penalty: 2519.648438
	Iteration 30Q: 3 clusters Score -188591.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -188599.437500 Penalty: 2519.648438
	Iteration 31Q: 3 clusters Score -188599.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -188610.656250 Penalty: 2519.648438
	Iteration 32Q: 3 clusters Score -188610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -188616.187500 Penalty: 2519.648438
	Iteration 33Q: 3 clusters Score -188616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -188621.890625 Penalty: 2519.648438
	Iteration 34Q: 3 clusters Score -188621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -188627.484375 Penalty: 2519.648438
	Iteration 35Q: 3 clusters Score -188627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -188633.750000 Penalty: 2519.648438
	Iteration 36Q: 3 clusters Score -188633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -188640.796875 Penalty: 2519.648438
	Iteration 37Q: 3 clusters Score -188640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -188647.890625 Penalty: 2519.648438
	Iteration 38Q: 3 clusters Score -188647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -188652.734375 Penalty: 2519.648438
	Iteration 39Q: 3 clusters Score -188652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -188656.359375 Penalty: 2519.648438
	Iteration 40F: 3 clusters Score -188656.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -188658.250000 Penalty: 2519.648438
	Iteration 41Q: 3 clusters Score -188658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -188664.203125 Penalty: 2519.648438
	Iteration 42Q: 3 clusters Score -188664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -188670.390625 Penalty: 2519.648438
	Iteration 43Q: 3 clusters Score -188670.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188676.890625 Penalty: 2519.648438
	Iteration 44Q: 3 clusters Score -188676.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -188684.093750 Penalty: 2519.648438
	Iteration 45Q: 3 clusters Score -188684.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -188689.500000 Penalty: 2519.648438
	Iteration 46Q: 3 clusters Score -188689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -188694.625000 Penalty: 2519.648438
	Iteration 47Q: 3 clusters Score -188694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -188698.171875 Penalty: 2519.648438
	Iteration 48Q: 3 clusters Score -188698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -188699.656250 Penalty: 2519.648438
	Iteration 49Q: 3 clusters Score -188699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -188702.078125 Penalty: 2519.648438
	Iteration 50Q: 3 clusters Score -188702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -188703.390625 Penalty: 2519.648438
	Iteration 51Q: 3 clusters Score -188703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -188704.062500 Penalty: 2519.648438
	Iteration 52Q: 3 clusters Score -188704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -188705.703125 Penalty: 2519.648438
	Iteration 53Q: 3 clusters Score -188705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -188706.875000 Penalty: 2519.648438
	Iteration 54Q: 3 clusters Score -188706.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -188708.906250 Penalty: 2519.648438
	Iteration 55Q: 3 clusters Score -188708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -188718.265625 Penalty: 2519.648438
	Iteration 56Q: 3 clusters Score -188718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -188735.796875 Penalty: 2519.648438
	Iteration 57Q: 3 clusters Score -188735.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -188768.921875 Penalty: 2519.648438
	Iteration 58Q: 3 clusters Score -188768.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -188824.093750 Penalty: 2519.648438
	Iteration 59Q: 3 clusters Score -188824.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -188905.765625 Penalty: 2519.648438
	Iteration 60F: 3 clusters Score -188905.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -189019.062500 Penalty: 2519.648438
	Iteration 61Q: 3 clusters Score -189019.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -189086.843750 Penalty: 2519.648438
	Iteration 62Q: 3 clusters Score -189086.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -189121.781250 Penalty: 2519.648438
	Iteration 63Q: 3 clusters Score -189121.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189139.468750 Penalty: 2519.648438
	Iteration 64Q: 3 clusters Score -189139.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -189149.750000 Penalty: 2519.648438
	Iteration 65Q: 3 clusters Score -189149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -189155.109375 Penalty: 2519.648438
	Iteration 66Q: 3 clusters Score -189155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -189163.031250 Penalty: 2519.648438
	Iteration 67Q: 3 clusters Score -189163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -189171.046875 Penalty: 2519.648438
	Iteration 68Q: 3 clusters Score -189171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -189174.625000 Penalty: 2519.648438
	Iteration 69Q: 3 clusters Score -189174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -189177.812500 Penalty: 2519.648438
	Iteration 70Q: 3 clusters Score -189177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -189180.703125 Penalty: 2519.648438
	Iteration 71Q: 3 clusters Score -189180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -189182.078125 Penalty: 2519.648438
	Iteration 72Q: 3 clusters Score -189182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -189182.984375 Penalty: 2519.648438
	Iteration 73Q: 3 clusters Score -189183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -189183.781250 Penalty: 2519.648438
	Iteration 74Q: 3 clusters Score -189183.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -189183.781250 Penalty: 2519.648438
	Iteration 75F: 3 clusters Score -189183.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Entering Unmasked Estep 
Score: -1374044.375000 Penalty: 1575.234863
	Iteration 0F: 2 clusters Score -1374044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1362806.750000 Penalty: 3150.469727
	Iteration 0F: 3 clusters Score -1362807 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1367138.875000 Penalty: 3150.469727
	Iteration 1F: 3 clusters Score -1367139 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1367846.750000 Penalty: 3150.469727
	Iteration 2F: 3 clusters Score -1367847 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1368691.250000 Penalty: 3150.469727
	Iteration 3F: 3 clusters Score -1368691 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1369465.750000 Penalty: 3150.469727
	Iteration 4F: 3 clusters Score -1369466 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1370134.625000 Penalty: 3150.469727
	Iteration 5F: 3 clusters Score -1370135 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1370680.750000 Penalty: 3150.469727
	Iteration 6F: 3 clusters Score -1370681 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1371090.750000 Penalty: 3150.469727
	Iteration 7Q: 3 clusters Score -1371091 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1371397.625000 Penalty: 3150.469727
	Iteration 8Q: 3 clusters Score -1371398 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1371635.375000 Penalty: 3150.469727
	Iteration 9Q: 3 clusters Score -1371635 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1371868.000000 Penalty: 3150.469727
	Iteration 10Q: 3 clusters Score -1371868 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1372079.750000 Penalty: 3150.469727
	Iteration 11Q: 3 clusters Score -1372080 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1372262.750000 Penalty: 3150.469727
	Iteration 12Q: 3 clusters Score -1372263 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1372419.875000 Penalty: 3150.469727
	Iteration 13Q: 3 clusters Score -1372420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1372527.750000 Penalty: 3150.469727
	Iteration 14Q: 3 clusters Score -1372528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1372605.125000 Penalty: 3150.469727
	Iteration 15Q: 3 clusters Score -1372605 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1372650.125000 Penalty: 3150.469727
	Iteration 16Q: 3 clusters Score -1372650 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1372678.375000 Penalty: 3150.469727
	Iteration 17Q: 3 clusters Score -1372678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1372705.125000 Penalty: 3150.469727
	Iteration 18Q: 3 clusters Score -1372705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1372728.125000 Penalty: 3150.469727
	Iteration 19Q: 3 clusters Score -1372728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1372746.000000 Penalty: 3150.469727
	Iteration 20F: 3 clusters Score -1372746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1372755.125000 Penalty: 3150.469727
	Iteration 21Q: 3 clusters Score -1372755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1372767.875000 Penalty: 3150.469727
	Iteration 22Q: 3 clusters Score -1372768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1372783.375000 Penalty: 3150.469727
	Iteration 23Q: 3 clusters Score -1372783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1372795.500000 Penalty: 3150.469727
	Iteration 24Q: 3 clusters Score -1372796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1372808.750000 Penalty: 3150.469727
	Iteration 25Q: 3 clusters Score -1372809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1372813.500000 Penalty: 3150.469727
	Iteration 26Q: 3 clusters Score -1372814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1372826.250000 Penalty: 3150.469727
	Iteration 27Q: 3 clusters Score -1372826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1372833.375000 Penalty: 3150.469727
	Iteration 28Q: 3 clusters Score -1372833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1372837.875000 Penalty: 3150.469727
	Iteration 29Q: 3 clusters Score -1372838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1372845.250000 Penalty: 3150.469727
	Iteration 30Q: 3 clusters Score -1372845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1372853.375000 Penalty: 3150.469727
	Iteration 31Q: 3 clusters Score -1372853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1372863.000000 Penalty: 3150.469727
	Iteration 32Q: 3 clusters Score -1372863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1372869.625000 Penalty: 3150.469727
	Iteration 33Q: 3 clusters Score -1372870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1372868.000000 Penalty: 3150.469727
	Iteration 34Q: 3 clusters Score -1372868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1372875.750000 Penalty: 3150.469727
	Iteration 35Q: 3 clusters Score -1372876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1372876.250000 Penalty: 3150.469727
	Iteration 36Q: 3 clusters Score -1372876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1372878.500000 Penalty: 3150.469727
	Iteration 37Q: 3 clusters Score -1372878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1372885.625000 Penalty: 3150.469727
	Iteration 38Q: 3 clusters Score -1372886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1372887.750000 Penalty: 3150.469727
	Iteration 39Q: 3 clusters Score -1372888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1372888.875000 Penalty: 3150.469727
	Iteration 40F: 3 clusters Score -1372889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1372892.875000 Penalty: 3150.469727
	Iteration 41Q: 3 clusters Score -1372893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1372893.875000 Penalty: 3150.469727
	Iteration 42Q: 3 clusters Score -1372894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1372895.250000 Penalty: 3150.469727
	Iteration 43Q: 3 clusters Score -1372895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1372898.375000 Penalty: 3150.469727
	Iteration 44Q: 3 clusters Score -1372898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1372900.500000 Penalty: 3150.469727
	Iteration 45Q: 3 clusters Score -1372900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1372899.375000 Penalty: 3150.469727
	Iteration 46Q: 3 clusters Score -1372899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1372903.250000 Penalty: 3150.469727
	Iteration 47Q: 3 clusters Score -1372903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1372901.000000 Penalty: 3150.469727
	Iteration 48Q: 3 clusters Score -1372901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1372904.500000 Penalty: 3150.469727
	Iteration 49Q: 3 clusters Score -1372904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1372905.125000 Penalty: 3150.469727
	Iteration 50Q: 3 clusters Score -1372905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1372909.625000 Penalty: 3150.469727
	Iteration 51Q: 3 clusters Score -1372910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1372910.875000 Penalty: 3150.469727
	Iteration 52Q: 3 clusters Score -1372911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1372911.875000 Penalty: 3150.469727
	Iteration 53Q: 3 clusters Score -1372912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1372911.500000 Penalty: 3150.469727
	Iteration 54Q: 3 clusters Score -1372912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1372916.125000 Penalty: 3150.469727
	Iteration 55Q: 3 clusters Score -1372916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1372911.875000 Penalty: 3150.469727
	Iteration 56Q: 3 clusters Score -1372912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1372911.750000 Penalty: 3150.469727
	Iteration 57Q: 3 clusters Score -1372912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1372912.375000 Penalty: 3150.469727
	Iteration 58Q: 3 clusters Score -1372912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1372918.000000 Penalty: 3150.469727
	Iteration 59Q: 3 clusters Score -1372918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1372916.250000 Penalty: 3150.469727
	Iteration 60F: 3 clusters Score -1372916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1372915.375000 Penalty: 3150.469727
	Iteration 61Q: 3 clusters Score -1372915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1372917.125000 Penalty: 3150.469727
	Iteration 62Q: 3 clusters Score -1372917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1372914.625000 Penalty: 3150.469727
	Iteration 63Q: 3 clusters Score -1372915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1372917.500000 Penalty: 3150.469727
	Iteration 64Q: 3 clusters Score -1372918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1372916.875000 Penalty: 3150.469727
	Iteration 65Q: 3 clusters Score -1372917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1372915.750000 Penalty: 3150.469727
	Iteration 66Q: 3 clusters Score -1372916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1372915.875000 Penalty: 3150.469727
	Iteration 67Q: 3 clusters Score -1372916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1372918.375000 Penalty: 3150.469727
	Iteration 68Q: 3 clusters Score -1372918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1372919.000000 Penalty: 3150.469727
	Iteration 69Q: 3 clusters Score -1372919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1372919.000000 Penalty: 3150.469727
	Iteration 70Q: 3 clusters Score -1372919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1372924.375000 Penalty: 3150.469727
	Iteration 71Q: 3 clusters Score -1372924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1372920.125000 Penalty: 3150.469727
	Iteration 72Q: 3 clusters Score -1372920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1372925.125000 Penalty: 3150.469727
	Iteration 73Q: 3 clusters Score -1372925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1372928.125000 Penalty: 3150.469727
	Iteration 74Q: 3 clusters Score -1372928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1372930.000000 Penalty: 3150.469727
	Iteration 75Q: 3 clusters Score -1372930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1372925.000000 Penalty: 3150.469727
	Iteration 76Q: 3 clusters Score -1372925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1372926.500000 Penalty: 3150.469727
	Iteration 77Q: 3 clusters Score -1372926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1372925.375000 Penalty: 3150.469727
	Iteration 78Q: 3 clusters Score -1372925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1372927.875000 Penalty: 3150.469727
	Iteration 79Q: 3 clusters Score -1372928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1372927.625000 Penalty: 3150.469727
	Iteration 80F: 3 clusters Score -1372928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1372929.250000 Penalty: 3150.469727
	Iteration 81Q: 3 clusters Score -1372929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1372928.375000 Penalty: 3150.469727
	Iteration 82Q: 3 clusters Score -1372928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1372928.375000 Penalty: 3150.469727
	Iteration 83F: 3 clusters Score -1372928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -136498.937500 Penalty: 1204.965942
	Iteration 0F: 2 clusters Score -136498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134602.703125 Penalty: 2409.931885
	Iteration 0F: 3 clusters Score -134602.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135027.171875 Penalty: 2409.931885
	Iteration 1F: 3 clusters Score -135027.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135145.484375 Penalty: 2409.931885
	Iteration 2F: 3 clusters Score -135145.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -135210.875000 Penalty: 2409.931885
	Iteration 3Q: 3 clusters Score -135210.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135256.125000 Penalty: 2409.931885
	Iteration 4Q: 3 clusters Score -135256.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -135289.468750 Penalty: 2409.931885
	Iteration 5Q: 3 clusters Score -135289.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -135319.156250 Penalty: 2409.931885
	Iteration 6Q: 3 clusters Score -135319.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -135346.375000 Penalty: 2409.931885
	Iteration 7Q: 3 clusters Score -135346.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -135376.015625 Penalty: 2409.931885
	Iteration 8Q: 3 clusters Score -135376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135400.125000 Penalty: 2409.931885
	Iteration 9Q: 3 clusters Score -135400.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -135415.171875 Penalty: 2409.931885
	Iteration 10Q: 3 clusters Score -135415.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -135425.593750 Penalty: 2409.931885
	Iteration 11Q: 3 clusters Score -135425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -135432.687500 Penalty: 2409.931885
	Iteration 12Q: 3 clusters Score -135432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -135440.687500 Penalty: 2409.931885
	Iteration 13Q: 3 clusters Score -135440.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -135449.890625 Penalty: 2409.931885
	Iteration 14Q: 3 clusters Score -135449.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -135454.890625 Penalty: 2409.931885
	Iteration 15Q: 3 clusters Score -135454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -135459.906250 Penalty: 2409.931885
	Iteration 16Q: 3 clusters Score -135459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -135463.203125 Penalty: 2409.931885
	Iteration 17Q: 3 clusters Score -135463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -135469.109375 Penalty: 2409.931885
	Iteration 18Q: 3 clusters Score -135469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -135473.343750 Penalty: 2409.931885
	Iteration 19Q: 3 clusters Score -135473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -135485.968750 Penalty: 2409.931885
	Iteration 20F: 3 clusters Score -135486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135496.046875 Penalty: 2409.931885
	Iteration 21Q: 3 clusters Score -135496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -135502.953125 Penalty: 2409.931885
	Iteration 22Q: 3 clusters Score -135503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -135508.484375 Penalty: 2409.931885
	Iteration 23Q: 3 clusters Score -135508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -135512.578125 Penalty: 2409.931885
	Iteration 24Q: 3 clusters Score -135512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -135516.765625 Penalty: 2409.931885
	Iteration 25Q: 3 clusters Score -135516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -135517.328125 Penalty: 2409.931885
	Iteration 26Q: 3 clusters Score -135517.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -135517.328125 Penalty: 2409.931885
	Iteration 27F: 3 clusters Score -135517.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -2234266.250000 Penalty: 1668.875732
	Iteration 0F: 2 clusters Score -2234266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2214722.500000 Penalty: 3337.751465
	Iteration 0F: 3 clusters Score -2214722 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2222374.750000 Penalty: 3337.751465
	Iteration 1F: 3 clusters Score -2222375 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2222914.750000 Penalty: 3337.751465
	Iteration 2F: 3 clusters Score -2222915 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2223475.500000 Penalty: 3337.751465
	Iteration 3Q: 3 clusters Score -2223476 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2224048.750000 Penalty: 3337.751465
	Iteration 4Q: 3 clusters Score -2224049 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2224610.250000 Penalty: 3337.751465
	Iteration 5Q: 3 clusters Score -2224610 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2225135.000000 Penalty: 3337.751465
	Iteration 6Q: 3 clusters Score -2225135 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2225682.000000 Penalty: 3337.751465
	Iteration 7Q: 3 clusters Score -2225682 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2226309.250000 Penalty: 3337.751465
	Iteration 8Q: 3 clusters Score -2226309 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2227126.250000 Penalty: 3337.751465
	Iteration 9Q: 3 clusters Score -2227126 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2228085.000000 Penalty: 3337.751465
	Iteration 10Q: 3 clusters Score -2228085 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2229085.000000 Penalty: 3337.751465
	Iteration 11Q: 3 clusters Score -2229085 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2229774.750000 Penalty: 3337.751465
	Iteration 12Q: 3 clusters Score -2229775 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2230203.500000 Penalty: 3337.751465
	Iteration 13Q: 3 clusters Score -2230204 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2230463.750000 Penalty: 3337.751465
	Iteration 14Q: 3 clusters Score -2230464 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2230670.750000 Penalty: 3337.751465
	Iteration 15Q: 3 clusters Score -2230671 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2230847.500000 Penalty: 3337.751465
	Iteration 16Q: 3 clusters Score -2230848 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2231002.250000 Penalty: 3337.751465
	Iteration 17Q: 3 clusters Score -2231002 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2231125.750000 Penalty: 3337.751465
	Iteration 18Q: 3 clusters Score -2231126 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2231224.250000 Penalty: 3337.751465
	Iteration 19Q: 3 clusters Score -2231224 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2231320.000000 Penalty: 3337.751465
	Iteration 20F: 3 clusters Score -2231320 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2231439.250000 Penalty: 3337.751465
	Iteration 21Q: 3 clusters Score -2231439 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2231553.250000 Penalty: 3337.751465
	Iteration 22Q: 3 clusters Score -2231553 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2231657.250000 Penalty: 3337.751465
	Iteration 23Q: 3 clusters Score -2231657 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2231740.750000 Penalty: 3337.751465
	Iteration 24Q: 3 clusters Score -2231741 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2231804.000000 Penalty: 3337.751465
	Iteration 25Q: 3 clusters Score -2231804 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2231886.000000 Penalty: 3337.751465
	Iteration 26Q: 3 clusters Score -2231886 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2231952.250000 Penalty: 3337.751465
	Iteration 27Q: 3 clusters Score -2231952 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2232041.000000 Penalty: 3337.751465
	Iteration 28Q: 3 clusters Score -2232041 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2232103.750000 Penalty: 3337.751465
	Iteration 29Q: 3 clusters Score -2232104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2232175.250000 Penalty: 3337.751465
	Iteration 30Q: 3 clusters Score -2232175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2232227.000000 Penalty: 3337.751465
	Iteration 31Q: 3 clusters Score -2232227 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2232278.250000 Penalty: 3337.751465
	Iteration 32Q: 3 clusters Score -2232278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2232317.250000 Penalty: 3337.751465
	Iteration 33Q: 3 clusters Score -2232317 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2232361.000000 Penalty: 3337.751465
	Iteration 34Q: 3 clusters Score -2232361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2232400.500000 Penalty: 3337.751465
	Iteration 35Q: 3 clusters Score -2232400 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2232443.500000 Penalty: 3337.751465
	Iteration 36Q: 3 clusters Score -2232444 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2232468.750000 Penalty: 3337.751465
	Iteration 37Q: 3 clusters Score -2232469 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2232494.250000 Penalty: 3337.751465
	Iteration 38Q: 3 clusters Score -2232494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2232540.500000 Penalty: 3337.751465
	Iteration 39Q: 3 clusters Score -2232540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2232568.500000 Penalty: 3337.751465
	Iteration 40F: 3 clusters Score -2232568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2232599.250000 Penalty: 3337.751465
	Iteration 41Q: 3 clusters Score -2232599 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2232621.000000 Penalty: 3337.751465
	Iteration 42Q: 3 clusters Score -2232621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2232649.250000 Penalty: 3337.751465
	Iteration 43Q: 3 clusters Score -2232649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2232680.750000 Penalty: 3337.751465
	Iteration 44Q: 3 clusters Score -2232681 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2232712.750000 Penalty: 3337.751465
	Iteration 45Q: 3 clusters Score -2232713 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2232744.750000 Penalty: 3337.751465
	Iteration 46Q: 3 clusters Score -2232745 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2232772.000000 Penalty: 3337.751465
	Iteration 47Q: 3 clusters Score -2232772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2232816.000000 Penalty: 3337.751465
	Iteration 48Q: 3 clusters Score -2232816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -2232851.750000 Penalty: 3337.751465
	Iteration 49Q: 3 clusters Score -2232852 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2232893.500000 Penalty: 3337.751465
	Iteration 50Q: 3 clusters Score -2232894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2232941.000000 Penalty: 3337.751465
	Iteration 51Q: 3 clusters Score -2232941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2232975.250000 Penalty: 3337.751465
	Iteration 52Q: 3 clusters Score -2232975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -2233019.250000 Penalty: 3337.751465
	Iteration 53Q: 3 clusters Score -2233019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -2233061.000000 Penalty: 3337.751465
	Iteration 54Q: 3 clusters Score -2233061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2233082.250000 Penalty: 3337.751465
	Iteration 55Q: 3 clusters Score -2233082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2233108.000000 Penalty: 3337.751465
	Iteration 56Q: 3 clusters Score -2233108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2233125.500000 Penalty: 3337.751465
	Iteration 57Q: 3 clusters Score -2233126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2233142.250000 Penalty: 3337.751465
	Iteration 58Q: 3 clusters Score -2233142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2233156.000000 Penalty: 3337.751465
	Iteration 59Q: 3 clusters Score -2233156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -2233172.250000 Penalty: 3337.751465
	Iteration 60F: 3 clusters Score -2233172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2233182.750000 Penalty: 3337.751465
	Iteration 61Q: 3 clusters Score -2233183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2233197.000000 Penalty: 3337.751465
	Iteration 62Q: 3 clusters Score -2233197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2233208.750000 Penalty: 3337.751465
	Iteration 63Q: 3 clusters Score -2233209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2233212.000000 Penalty: 3337.751465
	Iteration 64Q: 3 clusters Score -2233212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2233224.000000 Penalty: 3337.751465
	Iteration 65Q: 3 clusters Score -2233224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2233233.500000 Penalty: 3337.751465
	Iteration 66Q: 3 clusters Score -2233234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2233235.500000 Penalty: 3337.751465
	Iteration 67Q: 3 clusters Score -2233236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2233249.000000 Penalty: 3337.751465
	Iteration 68Q: 3 clusters Score -2233249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2233263.000000 Penalty: 3337.751465
	Iteration 69Q: 3 clusters Score -2233263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2233284.000000 Penalty: 3337.751465
	Iteration 70Q: 3 clusters Score -2233284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2233300.250000 Penalty: 3337.751465
	Iteration 71Q: 3 clusters Score -2233300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2233316.750000 Penalty: 3337.751465
	Iteration 72Q: 3 clusters Score -2233317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -2233339.000000 Penalty: 3337.751465
	Iteration 73Q: 3 clusters Score -2233339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -2233359.000000 Penalty: 3337.751465
	Iteration 74Q: 3 clusters Score -2233359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2233401.250000 Penalty: 3337.751465
	Iteration 75Q: 3 clusters Score -2233401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -2233438.500000 Penalty: 3337.751465
	Iteration 76Q: 3 clusters Score -2233438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2233484.500000 Penalty: 3337.751465
	Iteration 77Q: 3 clusters Score -2233484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2233517.250000 Penalty: 3337.751465
	Iteration 78Q: 3 clusters Score -2233517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2233533.250000 Penalty: 3337.751465
	Iteration 79Q: 3 clusters Score -2233533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2233548.250000 Penalty: 3337.751465
	Iteration 80F: 3 clusters Score -2233548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2233558.000000 Penalty: 3337.751465
	Iteration 81Q: 3 clusters Score -2233558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2233562.000000 Penalty: 3337.751465
	Iteration 82Q: 3 clusters Score -2233562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -2233563.250000 Penalty: 3337.751465
	Iteration 83Q: 3 clusters Score -2233563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2233566.000000 Penalty: 3337.751465
	Iteration 84Q: 3 clusters Score -2233566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2233570.750000 Penalty: 3337.751465
	Iteration 85Q: 3 clusters Score -2233571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2233574.250000 Penalty: 3337.751465
	Iteration 86Q: 3 clusters Score -2233574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2233579.500000 Penalty: 3337.751465
	Iteration 87Q: 3 clusters Score -2233580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2233572.500000 Penalty: 3337.751465
	Iteration 88Q: 3 clusters Score -2233572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2233575.500000 Penalty: 3337.751465
	Iteration 89Q: 3 clusters Score -2233576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2233577.250000 Penalty: 3337.751465
	Iteration 90Q: 3 clusters Score -2233577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2233576.250000 Penalty: 3337.751465
	Iteration 91Q: 3 clusters Score -2233576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2233576.000000 Penalty: 3337.751465
	Iteration 92Q: 3 clusters Score -2233576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2233581.000000 Penalty: 3337.751465
	Iteration 93Q: 3 clusters Score -2233581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -2233577.750000 Penalty: 3337.751465
	Iteration 94Q: 3 clusters Score -2233578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2233578.000000 Penalty: 3337.751465
	Iteration 95Q: 3 clusters Score -2233578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2233577.750000 Penalty: 3337.751465
	Iteration 96Q: 3 clusters Score -2233578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2233579.750000 Penalty: 3337.751465
	Iteration 97Q: 3 clusters Score -2233580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2233582.000000 Penalty: 3337.751465
	Iteration 98Q: 3 clusters Score -2233582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2233584.000000 Penalty: 3337.751465
	Iteration 99Q: 3 clusters Score -2233584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2233583.750000 Penalty: 3337.751465
	Iteration 100F: 3 clusters Score -2233584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2233584.750000 Penalty: 3337.751465
	Iteration 101Q: 3 clusters Score -2233585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2233583.500000 Penalty: 3337.751465
	Iteration 102Q: 3 clusters Score -2233584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2233583.500000 Penalty: 3337.751465
	Iteration 103F: 3 clusters Score -2233584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -463373.281250 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -463373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -459072.625000 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -459072.6 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -460260.718750 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -460260.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -460486.375000 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -460486.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -460666.625000 Penalty: 2798.590576
	Iteration 3F: 3 clusters Score -460666.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -460843.781250 Penalty: 2798.590576
	Iteration 4F: 3 clusters Score -460843.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -461047.437500 Penalty: 2798.590576
	Iteration 5F: 3 clusters Score -461047.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -461233.531250 Penalty: 2798.590576
	Iteration 6F: 3 clusters Score -461233.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -461401.812500 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -461401.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -461537.718750 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -461537.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -461679.500000 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -461679.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -461814.843750 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -461814.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -461923.000000 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -461923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -462018.343750 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -462018.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -462084.218750 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -462084.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -462154.750000 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -462154.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -462240.312500 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -462240.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -462300.343750 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -462300.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -462332.000000 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -462332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -462347.656250 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -462347.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -462358.093750 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -462358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -462364.656250 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -462364.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -462371.562500 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -462371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -462374.062500 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -462374.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -462376.281250 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -462376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -462377.875000 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -462377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -462377.875000 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -462377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -462378.218750 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -462378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -462379.281250 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -462379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -462379.281250 Penalty: 2798.590576
	Iteration 28F: 3 clusters Score -462379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -88017.750000 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -88017.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86465.414062 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -86465.41 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86732.093750 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -86732.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86833.257812 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -86833.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86907.257812 Penalty: 2281.852295
	Iteration 3F: 3 clusters Score -86907.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86971.906250 Penalty: 2281.852295
	Iteration 4Q: 3 clusters Score -86971.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -87058.531250 Penalty: 2281.852295
	Iteration 5Q: 3 clusters Score -87058.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -87177.257812 Penalty: 2281.852295
	Iteration 6F: 3 clusters Score -87177.26 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87396.453125 Penalty: 2281.852295
	Iteration 7F: 3 clusters Score -87396.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87661.851562 Penalty: 2281.852295
	Iteration 8F: 3 clusters Score -87661.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -87866.382812 Penalty: 2281.852295
	Iteration 9F: 3 clusters Score -87866.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87946.695312 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -87946.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87999.265625 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -87999.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -88010.648438 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -88010.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88016.554688 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -88016.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88021.242188 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -88021.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -88022.984375 Penalty: 2281.852295
	Iteration 15Q: 3 clusters Score -88022.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -88024.375000 Penalty: 2281.852295
	Iteration 16Q: 3 clusters Score -88024.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88025.195312 Penalty: 2281.852295
	Iteration 17Q: 3 clusters Score -88025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -88025.195312 Penalty: 2281.852295
	Iteration 18F: 3 clusters Score -88025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 21298 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 12783 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 2007 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 6298 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 66191 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 157564 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 21540 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 2328 members 
Mstep: Class 27 contains 16216 members 
Mstep: Class 28 contains 1661 members 
Mstep: Class 29 contains 28854 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 693 members 
Entering Unmasked Estep 
Score: -54415928.000000 Penalty: 69658.390625
Splitting cluster 31 changes total score from -54416992.000000 to -54415928.000000
So it's not getting split.
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -162934064.000000 Penalty: 73015.828125
24->32 Clusters: Score -162934064.000000, best is -163038816.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 657266 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 27533 members 
Mstep: Class 3 contains 27411 members 
Mstep: Class 4 contains 27489 members 
Mstep: Class 5 contains 27487 members 
Mstep: Class 6 contains 27415 members 
Mstep: Class 7 contains 27246 members 
Mstep: Class 8 contains 27373 members 
Mstep: Class 9 contains 27503 members 
Mstep: Class 10 contains 27249 members 
Mstep: Class 11 contains 27213 members 
Mstep: Class 12 contains 27174 members 
Mstep: Class 13 contains 27593 members 
Mstep: Class 14 contains 27448 members 
Mstep: Class 15 contains 27204 members 
Mstep: Class 16 contains 27295 members 
Mstep: Class 17 contains 27592 members 
Mstep: Class 18 contains 27417 members 
Mstep: Class 19 contains 27287 members 
Mstep: Class 20 contains 27470 members 
Mstep: Class 21 contains 27586 members 
Mstep: Class 22 contains 27314 members 
Mstep: Class 23 contains 27406 members 
Mstep: Class 24 contains 27363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 612.822144 but Gain 2176.824219
Score: -50962600.000000 Penalty: 50066.968750
Iteration 0F: 24 clusters Score -5.09626e+07 nChanged 625573
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 24296 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 4 contains 20436 members 
Mstep: Class 5 contains 27829 members 
Mstep: Class 6 contains 40486 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 67555 members 
Mstep: Class 9 contains 31034 members 
Mstep: Class 10 contains 19681 members 
Mstep: Class 11 contains 25201 members 
Mstep: Class 12 contains 13192 members 
Mstep: Class 13 contains 70517 members 
Mstep: Class 14 contains 26226 members 
Mstep: Class 15 contains 40684 members 
Mstep: Class 16 contains 18449 members 
Mstep: Class 18 contains 15086 members 
Mstep: Class 19 contains 30799 members 
Mstep: Class 20 contains 34909 members 
Mstep: Class 21 contains 24647 members 
Mstep: Class 22 contains 21397 members 
Mstep: Class 23 contains 23034 members 
Mstep: Class 24 contains 17012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53028172.000000 Penalty: 50066.968750
Iteration 1F: 24 clusters Score -5.302817e+07 nChanged 260901
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 50569 members 
Mstep: Class 7 contains 12238 members 
Mstep: Class 8 contains 58740 members 
Mstep: Class 9 contains 35200 members 
Mstep: Class 10 contains 18929 members 
Mstep: Class 11 contains 20051 members 
Mstep: Class 12 contains 13020 members 
Mstep: Class 13 contains 127129 members 
Mstep: Class 14 contains 26237 members 
Mstep: Class 15 contains 48683 members 
Mstep: Class 16 contains 12214 members 
Mstep: Class 18 contains 11314 members 
Mstep: Class 19 contains 40706 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 20175 members 
Mstep: Class 23 contains 17510 members 
Mstep: Class 24 contains 10901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53456884.000000 Penalty: 50066.968750
Iteration 2F: 24 clusters Score -5.345688e+07 nChanged 169791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 18109 members 
Mstep: Class 3 contains 12123 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 17738 members 
Mstep: Class 6 contains 52114 members 
Mstep: Class 7 contains 8320 members 
Mstep: Class 8 contains 52303 members 
Mstep: Class 9 contains 31636 members 
Mstep: Class 10 contains 21677 members 
Mstep: Class 11 contains 18979 members 
Mstep: Class 12 contains 17558 members 
Mstep: Class 13 contains 173583 members 
Mstep: Class 14 contains 21495 members 
Mstep: Class 15 contains 51211 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 18 contains 11516 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 17671 members 
Mstep: Class 21 contains 14655 members 
Mstep: Class 22 contains 19773 members 
Mstep: Class 23 contains 14145 members 
Mstep: Class 24 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53686176.000000 Penalty: 50066.968750
Iteration 3F: 24 clusters Score -5.368618e+07 nChanged 130761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 6 contains 48755 members 
Mstep: Class 7 contains 6389 members 
Mstep: Class 8 contains 46403 members 
Mstep: Class 9 contains 24478 members 
Mstep: Class 10 contains 25829 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 21646 members 
Mstep: Class 13 contains 219357 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 51040 members 
Mstep: Class 16 contains 5980 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 30243 members 
Mstep: Class 20 contains 16419 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 20264 members 
Mstep: Class 23 contains 11434 members 
Mstep: Class 24 contains 6794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53849984.000000 Penalty: 50066.968750
Iteration 4F: 24 clusters Score -5.384998e+07 nChanged 105396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 10182 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 11240 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 43333 members 
Mstep: Class 7 contains 4983 members 
Mstep: Class 8 contains 40372 members 
Mstep: Class 9 contains 16823 members 
Mstep: Class 10 contains 31370 members 
Mstep: Class 11 contains 24584 members 
Mstep: Class 12 contains 23814 members 
Mstep: Class 13 contains 261097 members 
Mstep: Class 14 contains 8195 members 
Mstep: Class 15 contains 47178 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 18 contains 10827 members 
Mstep: Class 19 contains 21549 members 
Mstep: Class 20 contains 18633 members 
Mstep: Class 21 contains 8581 members 
Mstep: Class 22 contains 21327 members 
Mstep: Class 23 contains 8861 members 
Mstep: Class 24 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53966880.000000 Penalty: 50066.968750
Iteration 5F: 24 clusters Score -5.396688e+07 nChanged 79336
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 11856 members 
Mstep: Class 4 contains 10805 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 38479 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 35621 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 10 contains 36590 members 
Mstep: Class 11 contains 26284 members 
Mstep: Class 12 contains 25075 members 
Mstep: Class 13 contains 291770 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 41636 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 16816 members 
Mstep: Class 20 contains 20688 members 
Mstep: Class 21 contains 7393 members 
Mstep: Class 22 contains 22453 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039668.000000 Penalty: 50066.968750
Iteration 6F: 24 clusters Score -5.403967e+07 nChanged 57124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 11927 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 36388 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 31702 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 40313 members 
Mstep: Class 11 contains 27065 members 
Mstep: Class 12 contains 25852 members 
Mstep: Class 13 contains 306834 members 
Mstep: Class 14 contains 2477 members 
Mstep: Class 15 contains 36989 members 
Mstep: Class 16 contains 3076 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 17758 members 
Mstep: Class 20 contains 22255 members 
Mstep: Class 21 contains 7129 members 
Mstep: Class 22 contains 22805 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54090944.000000 Penalty: 50066.968750
Iteration 7F: 24 clusters Score -5.409094e+07 nChanged 43656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 36931 members 
Mstep: Class 7 contains 4194 members 
Mstep: Class 8 contains 28292 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 42650 members 
Mstep: Class 11 contains 27051 members 
Mstep: Class 12 contains 26240 members 
Mstep: Class 13 contains 311758 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 18 contains 10011 members 
Mstep: Class 19 contains 21220 members 
Mstep: Class 20 contains 23654 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 22312 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 7710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2123.167969 but Gain 2176.824219
Score: -54125148.000000 Penalty: 47890.144531
Iteration 8F: 23 clusters Score -5.412515e+07 nChanged 36524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 3 contains 11966 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 6 contains 38174 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 25572 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 43991 members 
Mstep: Class 11 contains 26677 members 
Mstep: Class 12 contains 26593 members 
Mstep: Class 13 contains 311931 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 32719 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 26136 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 21335 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2144.385010 but Gain 2176.824219
Score: -54150588.000000 Penalty: 45713.320312
Iteration 9F: 22 clusters Score -5.415059e+07 nChanged 30367
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 6 contains 38769 members 
Mstep: Class 7 contains 4235 members 
Mstep: Class 8 contains 22808 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 45029 members 
Mstep: Class 11 contains 26259 members 
Mstep: Class 12 contains 26884 members 
Mstep: Class 13 contains 308948 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 32461 members 
Mstep: Class 18 contains 10044 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 26216 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 20479 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 9122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54170836.000000 Penalty: 45713.320312
Iteration 10Q: 22 clusters Score -5.417084e+07 nChanged 25257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 12235 members 
Mstep: Class 4 contains 9303 members 
Mstep: Class 6 contains 38871 members 
Mstep: Class 7 contains 4209 members 
Mstep: Class 8 contains 20220 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 45727 members 
Mstep: Class 11 contains 25681 members 
Mstep: Class 12 contains 27105 members 
Mstep: Class 13 contains 303407 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 15 contains 32216 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 39683 members 
Mstep: Class 20 contains 27346 members 
Mstep: Class 21 contains 8503 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54188428.000000 Penalty: 45713.320312
Iteration 11Q: 22 clusters Score -5.418843e+07 nChanged 23383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 12377 members 
Mstep: Class 4 contains 9220 members 
Mstep: Class 6 contains 38680 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 17911 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 46453 members 
Mstep: Class 11 contains 25089 members 
Mstep: Class 12 contains 27291 members 
Mstep: Class 13 contains 296340 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 31923 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 48112 members 
Mstep: Class 20 contains 28279 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 18882 members 
Mstep: Class 23 contains 6015 members 
Mstep: Class 24 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54206212.000000 Penalty: 45713.320312
Iteration 12Q: 22 clusters Score -5.420621e+07 nChanged 22728
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 12492 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 6 contains 38481 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 15910 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 47243 members 
Mstep: Class 11 contains 24611 members 
Mstep: Class 12 contains 27370 members 
Mstep: Class 13 contains 287703 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 31677 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 57566 members 
Mstep: Class 20 contains 29085 members 
Mstep: Class 21 contains 9286 members 
Mstep: Class 22 contains 18311 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54223092.000000 Penalty: 45713.320312
Iteration 13Q: 22 clusters Score -5.422309e+07 nChanged 22134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 12595 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 48107 members 
Mstep: Class 11 contains 24244 members 
Mstep: Class 12 contains 27370 members 
Mstep: Class 13 contains 277849 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 31576 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 67747 members 
Mstep: Class 20 contains 29672 members 
Mstep: Class 21 contains 9602 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 9779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54241116.000000 Penalty: 45713.320312
Iteration 14Q: 22 clusters Score -5.424112e+07 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 12671 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 6 contains 37999 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 13027 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 49068 members 
Mstep: Class 11 contains 23903 members 
Mstep: Class 12 contains 27325 members 
Mstep: Class 13 contains 267444 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 31590 members 
Mstep: Class 18 contains 9768 members 
Mstep: Class 19 contains 78001 members 
Mstep: Class 20 contains 30114 members 
Mstep: Class 21 contains 9893 members 
Mstep: Class 22 contains 17514 members 
Mstep: Class 23 contains 7202 members 
Mstep: Class 24 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54259428.000000 Penalty: 45713.320312
Iteration 15Q: 22 clusters Score -5.425943e+07 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 12717 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 6 contains 37743 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 12000 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 50096 members 
Mstep: Class 11 contains 23655 members 
Mstep: Class 12 contains 27290 members 
Mstep: Class 13 contains 257603 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 31803 members 
Mstep: Class 18 contains 9693 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 30312 members 
Mstep: Class 21 contains 10205 members 
Mstep: Class 22 contains 17300 members 
Mstep: Class 23 contains 7540 members 
Mstep: Class 24 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54277216.000000 Penalty: 45713.320312
Iteration 16Q: 22 clusters Score -5.427722e+07 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 12725 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 6 contains 37344 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 4368 members 
Mstep: Class 10 contains 51260 members 
Mstep: Class 11 contains 23458 members 
Mstep: Class 12 contains 27240 members 
Mstep: Class 13 contains 248833 members 
Mstep: Class 14 contains 3727 members 
Mstep: Class 15 contains 32278 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 94925 members 
Mstep: Class 20 contains 30223 members 
Mstep: Class 21 contains 10566 members 
Mstep: Class 22 contains 17158 members 
Mstep: Class 23 contains 7876 members 
Mstep: Class 24 contains 9674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54293848.000000 Penalty: 45713.320312
Iteration 17Q: 22 clusters Score -5.429385e+07 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 6 contains 36821 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 10565 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 52508 members 
Mstep: Class 11 contains 23319 members 
Mstep: Class 12 contains 27167 members 
Mstep: Class 13 contains 241140 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 32872 members 
Mstep: Class 18 contains 9566 members 
Mstep: Class 19 contains 101374 members 
Mstep: Class 20 contains 29952 members 
Mstep: Class 21 contains 10983 members 
Mstep: Class 22 contains 17052 members 
Mstep: Class 23 contains 8264 members 
Mstep: Class 24 contains 9672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54308696.000000 Penalty: 45713.320312
Iteration 18Q: 22 clusters Score -5.43087e+07 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1734 members 
Mstep: Class 3 contains 12739 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 6 contains 36196 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 10029 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 53676 members 
Mstep: Class 11 contains 23233 members 
Mstep: Class 12 contains 27093 members 
Mstep: Class 13 contains 234233 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 33545 members 
Mstep: Class 18 contains 9507 members 
Mstep: Class 19 contains 107070 members 
Mstep: Class 20 contains 29466 members 
Mstep: Class 21 contains 11456 members 
Mstep: Class 22 contains 17001 members 
Mstep: Class 23 contains 8699 members 
Mstep: Class 24 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54322428.000000 Penalty: 45713.320312
Iteration 19Q: 22 clusters Score -5.432243e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 12736 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 6 contains 35534 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 9623 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 54685 members 
Mstep: Class 11 contains 23161 members 
Mstep: Class 12 contains 27013 members 
Mstep: Class 13 contains 228267 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 33856 members 
Mstep: Class 18 contains 9454 members 
Mstep: Class 19 contains 112332 members 
Mstep: Class 20 contains 28929 members 
Mstep: Class 21 contains 12018 members 
Mstep: Class 22 contains 16975 members 
Mstep: Class 23 contains 9079 members 
Mstep: Class 24 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54338752.000000 Penalty: 45713.320312
Iteration 20F: 22 clusters Score -5.433875e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 12728 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 6 contains 34208 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 5917 members 
Mstep: Class 10 contains 55407 members 
Mstep: Class 11 contains 23080 members 
Mstep: Class 12 contains 26873 members 
Mstep: Class 13 contains 222232 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 32897 members 
Mstep: Class 18 contains 9370 members 
Mstep: Class 19 contains 119895 members 
Mstep: Class 20 contains 28292 members 
Mstep: Class 21 contains 12585 members 
Mstep: Class 22 contains 16930 members 
Mstep: Class 23 contains 9545 members 
Mstep: Class 24 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54348036.000000 Penalty: 45713.320312
Iteration 21Q: 22 clusters Score -5.434804e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 6 contains 32933 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 6277 members 
Mstep: Class 10 contains 56054 members 
Mstep: Class 11 contains 22984 members 
Mstep: Class 12 contains 26714 members 
Mstep: Class 13 contains 218682 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 31611 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 125033 members 
Mstep: Class 20 contains 27704 members 
Mstep: Class 21 contains 13223 members 
Mstep: Class 22 contains 16895 members 
Mstep: Class 23 contains 10107 members 
Mstep: Class 24 contains 9911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54352572.000000 Penalty: 45713.320312
Iteration 22Q: 22 clusters Score -5.435257e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 6 contains 31627 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 6630 members 
Mstep: Class 10 contains 56450 members 
Mstep: Class 11 contains 22914 members 
Mstep: Class 12 contains 26548 members 
Mstep: Class 13 contains 216504 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 30120 members 
Mstep: Class 18 contains 9205 members 
Mstep: Class 19 contains 129139 members 
Mstep: Class 20 contains 27141 members 
Mstep: Class 21 contains 13872 members 
Mstep: Class 22 contains 16843 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54356084.000000 Penalty: 45713.320312
Iteration 23Q: 22 clusters Score -5.435608e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 3 contains 12703 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 56640 members 
Mstep: Class 11 contains 22862 members 
Mstep: Class 12 contains 26373 members 
Mstep: Class 13 contains 215115 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 28615 members 
Mstep: Class 18 contains 9157 members 
Mstep: Class 19 contains 132537 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 14424 members 
Mstep: Class 22 contains 16773 members 
Mstep: Class 23 contains 11182 members 
Mstep: Class 24 contains 10287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54358360.000000 Penalty: 45713.320312
Iteration 24Q: 22 clusters Score -5.435836e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 12711 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 6 contains 29158 members 
Mstep: Class 7 contains 3928 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 56722 members 
Mstep: Class 11 contains 22889 members 
Mstep: Class 12 contains 26185 members 
Mstep: Class 13 contains 214148 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 27112 members 
Mstep: Class 18 contains 9120 members 
Mstep: Class 19 contains 135561 members 
Mstep: Class 20 contains 26204 members 
Mstep: Class 21 contains 14913 members 
Mstep: Class 22 contains 16716 members 
Mstep: Class 23 contains 11628 members 
Mstep: Class 24 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54360764.000000 Penalty: 45713.320312
Iteration 25Q: 22 clusters Score -5.436076e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 12730 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 6 contains 28014 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 56807 members 
Mstep: Class 11 contains 22939 members 
Mstep: Class 12 contains 26014 members 
Mstep: Class 13 contains 213414 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 25618 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 138160 members 
Mstep: Class 20 contains 25856 members 
Mstep: Class 21 contains 15359 members 
Mstep: Class 22 contains 16656 members 
Mstep: Class 23 contains 12007 members 
Mstep: Class 24 contains 10799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54362600.000000 Penalty: 45713.320312
Iteration 26Q: 22 clusters Score -5.43626e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 12760 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 6 contains 26962 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 7792 members 
Mstep: Class 10 contains 56841 members 
Mstep: Class 11 contains 22986 members 
Mstep: Class 12 contains 25866 members 
Mstep: Class 13 contains 212857 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 24123 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 140568 members 
Mstep: Class 20 contains 25516 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 16605 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 11087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54364260.000000 Penalty: 45713.320312
Iteration 27Q: 22 clusters Score -5.436426e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 12807 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 6 contains 26027 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 56891 members 
Mstep: Class 11 contains 23025 members 
Mstep: Class 12 contains 25715 members 
Mstep: Class 13 contains 212397 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 22667 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 142710 members 
Mstep: Class 20 contains 25212 members 
Mstep: Class 21 contains 16087 members 
Mstep: Class 22 contains 16536 members 
Mstep: Class 23 contains 12667 members 
Mstep: Class 24 contains 11390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54366088.000000 Penalty: 45713.320312
Iteration 28Q: 22 clusters Score -5.436609e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 6 contains 25203 members 
Mstep: Class 7 contains 3770 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 56956 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 25581 members 
Mstep: Class 13 contains 211985 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 21361 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 144558 members 
Mstep: Class 20 contains 24941 members 
Mstep: Class 21 contains 16414 members 
Mstep: Class 22 contains 16488 members 
Mstep: Class 23 contains 12966 members 
Mstep: Class 24 contains 11670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54367996.000000 Penalty: 45713.320312
Iteration 29Q: 22 clusters Score -5.4368e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 9243 members 
Mstep: Class 6 contains 24428 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 6121 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 57056 members 
Mstep: Class 11 contains 23068 members 
Mstep: Class 12 contains 25474 members 
Mstep: Class 13 contains 211616 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 20161 members 
Mstep: Class 18 contains 8956 members 
Mstep: Class 19 contains 146181 members 
Mstep: Class 20 contains 24707 members 
Mstep: Class 21 contains 16681 members 
Mstep: Class 22 contains 16455 members 
Mstep: Class 23 contains 13271 members 
Mstep: Class 24 contains 11953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54369448.000000 Penalty: 45713.320312
Iteration 30Q: 22 clusters Score -5.436945e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 6 contains 23701 members 
Mstep: Class 7 contains 3877 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 8419 members 
Mstep: Class 10 contains 57156 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 25371 members 
Mstep: Class 13 contains 211272 members 
Mstep: Class 14 contains 4742 members 
Mstep: Class 15 contains 19049 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 147664 members 
Mstep: Class 20 contains 24493 members 
Mstep: Class 21 contains 16918 members 
Mstep: Class 22 contains 16400 members 
Mstep: Class 23 contains 13602 members 
Mstep: Class 24 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54370516.000000 Penalty: 45713.320312
Iteration 31Q: 22 clusters Score -5.437052e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 12874 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 8496 members 
Mstep: Class 10 contains 57257 members 
Mstep: Class 11 contains 23081 members 
Mstep: Class 12 contains 25307 members 
Mstep: Class 13 contains 210964 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 18005 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 149053 members 
Mstep: Class 20 contains 24309 members 
Mstep: Class 21 contains 17156 members 
Mstep: Class 22 contains 16318 members 
Mstep: Class 23 contains 13880 members 
Mstep: Class 24 contains 12535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54371376.000000 Penalty: 45713.320312
Iteration 32Q: 22 clusters Score -5.437138e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1749 members 
Mstep: Class 3 contains 12894 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 6 contains 22394 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 57375 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 25216 members 
Mstep: Class 13 contains 210686 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 17131 members 
Mstep: Class 18 contains 8785 members 
Mstep: Class 19 contains 150247 members 
Mstep: Class 20 contains 24118 members 
Mstep: Class 21 contains 17377 members 
Mstep: Class 22 contains 16215 members 
Mstep: Class 23 contains 14126 members 
Mstep: Class 24 contains 12869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54372260.000000 Penalty: 45713.320312
Iteration 33Q: 22 clusters Score -5.437226e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 6 contains 21822 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 8532 members 
Mstep: Class 10 contains 57500 members 
Mstep: Class 11 contains 22955 members 
Mstep: Class 12 contains 25132 members 
Mstep: Class 13 contains 210432 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 16377 members 
Mstep: Class 18 contains 8736 members 
Mstep: Class 19 contains 151264 members 
Mstep: Class 20 contains 23944 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 16095 members 
Mstep: Class 23 contains 14365 members 
Mstep: Class 24 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54373172.000000 Penalty: 45713.320312
Iteration 34Q: 22 clusters Score -5.437317e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1790 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 6 contains 21298 members 
Mstep: Class 7 contains 4302 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 8571 members 
Mstep: Class 10 contains 57603 members 
Mstep: Class 11 contains 22839 members 
Mstep: Class 12 contains 25065 members 
Mstep: Class 13 contains 210188 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 18 contains 8679 members 
Mstep: Class 19 contains 152184 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 17834 members 
Mstep: Class 22 contains 15988 members 
Mstep: Class 23 contains 14577 members 
Mstep: Class 24 contains 13582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54373828.000000 Penalty: 45713.320312
Iteration 35Q: 22 clusters Score -5.437383e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 12939 members 
Mstep: Class 4 contains 8960 members 
Mstep: Class 6 contains 20823 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 8607 members 
Mstep: Class 10 contains 57699 members 
Mstep: Class 11 contains 22710 members 
Mstep: Class 12 contains 24951 members 
Mstep: Class 13 contains 209984 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 152977 members 
Mstep: Class 20 contains 23642 members 
Mstep: Class 21 contains 18064 members 
Mstep: Class 22 contains 15910 members 
Mstep: Class 23 contains 14793 members 
Mstep: Class 24 contains 13891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54374804.000000 Penalty: 45713.320312
Iteration 36Q: 22 clusters Score -5.43748e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 6 contains 20355 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 5618 members 
Mstep: Class 9 contains 8641 members 
Mstep: Class 10 contains 57796 members 
Mstep: Class 11 contains 22563 members 
Mstep: Class 12 contains 24833 members 
Mstep: Class 13 contains 209773 members 
Mstep: Class 14 contains 4919 members 
Mstep: Class 15 contains 14606 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 153660 members 
Mstep: Class 20 contains 23547 members 
Mstep: Class 21 contains 18300 members 
Mstep: Class 22 contains 15835 members 
Mstep: Class 23 contains 14990 members 
Mstep: Class 24 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54375476.000000 Penalty: 45713.320312
Iteration 37Q: 22 clusters Score -5.437548e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 6 contains 19958 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 57891 members 
Mstep: Class 11 contains 22374 members 
Mstep: Class 12 contains 24705 members 
Mstep: Class 13 contains 209585 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 14154 members 
Mstep: Class 18 contains 8495 members 
Mstep: Class 19 contains 154282 members 
Mstep: Class 20 contains 23455 members 
Mstep: Class 21 contains 18550 members 
Mstep: Class 22 contains 15748 members 
Mstep: Class 23 contains 15160 members 
Mstep: Class 24 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54376236.000000 Penalty: 45713.320312
Iteration 38Q: 22 clusters Score -5.437624e+07 nChanged 2717
Entering ConstructFrom: 
Score: -54376236.000000 Penalty: 45713.320312
Entering ConstructFrom: 
Trying to split cluster 1 (11003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Entering Unmasked Estep 
Score: -919172.437500 Penalty: 1512.212524
	Iteration 0F: 2 clusters Score -919172.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -911434.000000 Penalty: 3024.425049
	Iteration 0F: 3 clusters Score -911434 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -914315.062500 Penalty: 3024.425049
	Iteration 1F: 3 clusters Score -914315.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -914745.437500 Penalty: 3024.425049
	Iteration 2F: 3 clusters Score -914745.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -915153.875000 Penalty: 3024.425049
	Iteration 3F: 3 clusters Score -915153.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -915651.375000 Penalty: 3024.425049
	Iteration 4F: 3 clusters Score -915651.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -916197.812500 Penalty: 3024.425049
	Iteration 5F: 3 clusters Score -916197.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -916751.562500 Penalty: 3024.425049
	Iteration 6F: 3 clusters Score -916751.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -917162.250000 Penalty: 3024.425049
	Iteration 7F: 3 clusters Score -917162.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -917460.937500 Penalty: 3024.425049
	Iteration 8Q: 3 clusters Score -917460.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -917703.437500 Penalty: 3024.425049
	Iteration 9Q: 3 clusters Score -917703.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -917898.750000 Penalty: 3024.425049
	Iteration 10Q: 3 clusters Score -917898.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -918049.812500 Penalty: 3024.425049
	Iteration 11Q: 3 clusters Score -918049.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -918167.500000 Penalty: 3024.425049
	Iteration 12Q: 3 clusters Score -918167.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -918268.750000 Penalty: 3024.425049
	Iteration 13Q: 3 clusters Score -918268.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -918373.000000 Penalty: 3024.425049
	Iteration 14Q: 3 clusters Score -918373 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -918474.750000 Penalty: 3024.425049
	Iteration 15Q: 3 clusters Score -918474.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -918584.187500 Penalty: 3024.425049
	Iteration 16Q: 3 clusters Score -918584.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -918693.562500 Penalty: 3024.425049
	Iteration 17Q: 3 clusters Score -918693.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -918806.812500 Penalty: 3024.425049
	Iteration 18Q: 3 clusters Score -918806.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -918901.312500 Penalty: 3024.425049
	Iteration 19Q: 3 clusters Score -918901.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -918946.750000 Penalty: 3024.425049
	Iteration 20F: 3 clusters Score -918946.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -918973.375000 Penalty: 3024.425049
	Iteration 21Q: 3 clusters Score -918973.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -918988.625000 Penalty: 3024.425049
	Iteration 22Q: 3 clusters Score -918988.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -919000.437500 Penalty: 3024.425049
	Iteration 23Q: 3 clusters Score -919000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -919010.500000 Penalty: 3024.425049
	Iteration 24Q: 3 clusters Score -919010.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -919017.312500 Penalty: 3024.425049
	Iteration 25Q: 3 clusters Score -919017.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -919024.750000 Penalty: 3024.425049
	Iteration 26Q: 3 clusters Score -919024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -919029.500000 Penalty: 3024.425049
	Iteration 27Q: 3 clusters Score -919029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -919032.625000 Penalty: 3024.425049
	Iteration 28Q: 3 clusters Score -919032.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -919037.250000 Penalty: 3024.425049
	Iteration 29Q: 3 clusters Score -919037.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -919044.375000 Penalty: 3024.425049
	Iteration 30Q: 3 clusters Score -919044.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -919052.750000 Penalty: 3024.425049
	Iteration 31Q: 3 clusters Score -919052.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -919054.437500 Penalty: 3024.425049
	Iteration 32Q: 3 clusters Score -919054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -919062.125000 Penalty: 3024.425049
	Iteration 33Q: 3 clusters Score -919062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -919066.125000 Penalty: 3024.425049
	Iteration 34Q: 3 clusters Score -919066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -919065.125000 Penalty: 3024.425049
	Iteration 35Q: 3 clusters Score -919065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -919067.812500 Penalty: 3024.425049
	Iteration 36Q: 3 clusters Score -919067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -919069.062500 Penalty: 3024.425049
	Iteration 37Q: 3 clusters Score -919069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -919076.375000 Penalty: 3024.425049
	Iteration 38Q: 3 clusters Score -919076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -919077.625000 Penalty: 3024.425049
	Iteration 39Q: 3 clusters Score -919077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -919077.812500 Penalty: 3024.425049
	Iteration 40F: 3 clusters Score -919077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -919084.125000 Penalty: 3024.425049
	Iteration 41Q: 3 clusters Score -919084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -919084.625000 Penalty: 3024.425049
	Iteration 42Q: 3 clusters Score -919084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -919087.875000 Penalty: 3024.425049
	Iteration 43Q: 3 clusters Score -919087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -919091.312500 Penalty: 3024.425049
	Iteration 44Q: 3 clusters Score -919091.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -919098.125000 Penalty: 3024.425049
	Iteration 45Q: 3 clusters Score -919098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -919103.750000 Penalty: 3024.425049
	Iteration 46Q: 3 clusters Score -919103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -919109.187500 Penalty: 3024.425049
	Iteration 47Q: 3 clusters Score -919109.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -919110.687500 Penalty: 3024.425049
	Iteration 48Q: 3 clusters Score -919110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -919113.250000 Penalty: 3024.425049
	Iteration 49Q: 3 clusters Score -919113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -919113.312500 Penalty: 3024.425049
	Iteration 50Q: 3 clusters Score -919113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -919113.562500 Penalty: 3024.425049
	Iteration 51Q: 3 clusters Score -919113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -919113.812500 Penalty: 3024.425049
	Iteration 52Q: 3 clusters Score -919113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -919111.937500 Penalty: 3024.425049
	Iteration 53Q: 3 clusters Score -919111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -919114.750000 Penalty: 3024.425049
	Iteration 54Q: 3 clusters Score -919114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -919114.937500 Penalty: 3024.425049
	Iteration 55Q: 3 clusters Score -919114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -919114.937500 Penalty: 3024.425049
	Iteration 56F: 3 clusters Score -919114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Entering Unmasked Estep 
Score: -154346.906250 Penalty: 1224.485718
	Iteration 0F: 2 clusters Score -154346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152319.656250 Penalty: 2448.971436
	Iteration 0F: 3 clusters Score -152319.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152769.000000 Penalty: 2448.971436
	Iteration 1F: 3 clusters Score -152769 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152892.531250 Penalty: 2448.971436
	Iteration 2F: 3 clusters Score -152892.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152946.781250 Penalty: 2448.971436
	Iteration 3Q: 3 clusters Score -152946.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152973.890625 Penalty: 2448.971436
	Iteration 4Q: 3 clusters Score -152973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152993.984375 Penalty: 2448.971436
	Iteration 5Q: 3 clusters Score -152994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153003.640625 Penalty: 2448.971436
	Iteration 6Q: 3 clusters Score -153003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153012.375000 Penalty: 2448.971436
	Iteration 7Q: 3 clusters Score -153012.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153018.031250 Penalty: 2448.971436
	Iteration 8Q: 3 clusters Score -153018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -153020.093750 Penalty: 2448.971436
	Iteration 9Q: 3 clusters Score -153020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -153023.656250 Penalty: 2448.971436
	Iteration 10Q: 3 clusters Score -153023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -153028.265625 Penalty: 2448.971436
	Iteration 11Q: 3 clusters Score -153028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153030.968750 Penalty: 2448.971436
	Iteration 12Q: 3 clusters Score -153031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153034.703125 Penalty: 2448.971436
	Iteration 13Q: 3 clusters Score -153034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153039.953125 Penalty: 2448.971436
	Iteration 14Q: 3 clusters Score -153040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153048.203125 Penalty: 2448.971436
	Iteration 15Q: 3 clusters Score -153048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153054.625000 Penalty: 2448.971436
	Iteration 16Q: 3 clusters Score -153054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153059.468750 Penalty: 2448.971436
	Iteration 17Q: 3 clusters Score -153059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153065.437500 Penalty: 2448.971436
	Iteration 18Q: 3 clusters Score -153065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153070.671875 Penalty: 2448.971436
	Iteration 19Q: 3 clusters Score -153070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153073.000000 Penalty: 2448.971436
	Iteration 20F: 3 clusters Score -153073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153074.953125 Penalty: 2448.971436
	Iteration 21Q: 3 clusters Score -153075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153076.015625 Penalty: 2448.971436
	Iteration 22Q: 3 clusters Score -153076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153077.703125 Penalty: 2448.971436
	Iteration 23Q: 3 clusters Score -153077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153081.765625 Penalty: 2448.971436
	Iteration 24Q: 3 clusters Score -153081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153090.750000 Penalty: 2448.971436
	Iteration 25Q: 3 clusters Score -153090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153096.500000 Penalty: 2448.971436
	Iteration 26Q: 3 clusters Score -153096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153102.421875 Penalty: 2448.971436
	Iteration 27Q: 3 clusters Score -153102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153108.031250 Penalty: 2448.971436
	Iteration 28Q: 3 clusters Score -153108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153112.562500 Penalty: 2448.971436
	Iteration 29Q: 3 clusters Score -153112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153114.875000 Penalty: 2448.971436
	Iteration 30Q: 3 clusters Score -153114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -153117.140625 Penalty: 2448.971436
	Iteration 31Q: 3 clusters Score -153117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -153121.171875 Penalty: 2448.971436
	Iteration 32Q: 3 clusters Score -153121.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -153125.171875 Penalty: 2448.971436
	Iteration 33Q: 3 clusters Score -153125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153128.156250 Penalty: 2448.971436
	Iteration 34Q: 3 clusters Score -153128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153131.890625 Penalty: 2448.971436
	Iteration 35Q: 3 clusters Score -153131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153133.421875 Penalty: 2448.971436
	Iteration 36Q: 3 clusters Score -153133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153134.390625 Penalty: 2448.971436
	Iteration 37Q: 3 clusters Score -153134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153134.750000 Penalty: 2448.971436
	Iteration 38Q: 3 clusters Score -153134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153134.750000 Penalty: 2448.971436
	Iteration 39F: 3 clusters Score -153134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Entering Unmasked Estep 
Score: -1058674.625000 Penalty: 1538.801147
	Iteration 0F: 2 clusters Score -1058675 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 6427 members 
Entering Unmasked Estep 
Score: -1049600.625000 Penalty: 3077.602295
	Iteration 0F: 3 clusters Score -1049601 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1053980.125000 Penalty: 3077.602295
	Iteration 1F: 3 clusters Score -1053980 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1055193.500000 Penalty: 3077.602295
	Iteration 2F: 3 clusters Score -1055194 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1056317.250000 Penalty: 3077.602295
	Iteration 3F: 3 clusters Score -1056317 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1057358.750000 Penalty: 3077.602295
	Iteration 4F: 3 clusters Score -1057359 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1058223.375000 Penalty: 3077.602295
	Iteration 5F: 3 clusters Score -1058223 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1058857.000000 Penalty: 3077.602295
	Iteration 6F: 3 clusters Score -1058857 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1059201.875000 Penalty: 3077.602295
	Iteration 7Q: 3 clusters Score -1059202 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1059415.375000 Penalty: 3077.602295
	Iteration 8Q: 3 clusters Score -1059415 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1059510.500000 Penalty: 3077.602295
	Iteration 9Q: 3 clusters Score -1059510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1059576.250000 Penalty: 3077.602295
	Iteration 10Q: 3 clusters Score -1059576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1059619.250000 Penalty: 3077.602295
	Iteration 11Q: 3 clusters Score -1059619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1059641.625000 Penalty: 3077.602295
	Iteration 12Q: 3 clusters Score -1059642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1059672.375000 Penalty: 3077.602295
	Iteration 13Q: 3 clusters Score -1059672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1059687.750000 Penalty: 3077.602295
	Iteration 14Q: 3 clusters Score -1059688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1059704.750000 Penalty: 3077.602295
	Iteration 15Q: 3 clusters Score -1059705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1059712.000000 Penalty: 3077.602295
	Iteration 16Q: 3 clusters Score -1059712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1059717.250000 Penalty: 3077.602295
	Iteration 17Q: 3 clusters Score -1059717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1059721.750000 Penalty: 3077.602295
	Iteration 18Q: 3 clusters Score -1059722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1059723.625000 Penalty: 3077.602295
	Iteration 19Q: 3 clusters Score -1059724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1059726.125000 Penalty: 3077.602295
	Iteration 20F: 3 clusters Score -1059726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1059724.875000 Penalty: 3077.602295
	Iteration 21Q: 3 clusters Score -1059725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1059724.875000 Penalty: 3077.602295
	Iteration 22F: 3 clusters Score -1059725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 8891 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 57958 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Entering Unmasked Estep 
Score: -54377020.000000 Penalty: 47890.144531
Splitting cluster 3 changes total score from -54376236.000000 to -54377020.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -696744.562500 Penalty: 1477.579102
	Iteration 0F: 2 clusters Score -696744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -690272.312500 Penalty: 2955.158203
	Iteration 0F: 3 clusters Score -690272.3 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -692923.062500 Penalty: 2955.158203
	Iteration 1F: 3 clusters Score -692923.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -694496.687500 Penalty: 2955.158203
	Iteration 2F: 3 clusters Score -694496.7 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -697163.625000 Penalty: 2955.158203
	Iteration 3F: 3 clusters Score -697163.6 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -699412.812500 Penalty: 2955.158203
	Iteration 4F: 3 clusters Score -699412.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -700199.687500 Penalty: 2955.158203
	Iteration 5F: 3 clusters Score -700199.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -700375.750000 Penalty: 2955.158203
	Iteration 6Q: 3 clusters Score -700375.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -700426.375000 Penalty: 2955.158203
	Iteration 7Q: 3 clusters Score -700426.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -700446.875000 Penalty: 2955.158203
	Iteration 8Q: 3 clusters Score -700446.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -700466.875000 Penalty: 2955.158203
	Iteration 9Q: 3 clusters Score -700466.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -700484.312500 Penalty: 2955.158203
	Iteration 10Q: 3 clusters Score -700484.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -700510.562500 Penalty: 2955.158203
	Iteration 11Q: 3 clusters Score -700510.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -700537.687500 Penalty: 2955.158203
	Iteration 12Q: 3 clusters Score -700537.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -700588.687500 Penalty: 2955.158203
	Iteration 13Q: 3 clusters Score -700588.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -700645.875000 Penalty: 2955.158203
	Iteration 14Q: 3 clusters Score -700645.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -700695.250000 Penalty: 2955.158203
	Iteration 15Q: 3 clusters Score -700695.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -700753.312500 Penalty: 2955.158203
	Iteration 16Q: 3 clusters Score -700753.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -700844.500000 Penalty: 2955.158203
	Iteration 17Q: 3 clusters Score -700844.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -700953.687500 Penalty: 2955.158203
	Iteration 18Q: 3 clusters Score -700953.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -701086.937500 Penalty: 2955.158203
	Iteration 19Q: 3 clusters Score -701086.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -701258.625000 Penalty: 2955.158203
	Iteration 20F: 3 clusters Score -701258.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -701549.250000 Penalty: 2955.158203
	Iteration 21Q: 3 clusters Score -701549.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -701830.312500 Penalty: 2955.158203
	Iteration 22Q: 3 clusters Score -701830.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -701872.562500 Penalty: 2955.158203
	Iteration 23Q: 3 clusters Score -701872.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -701881.750000 Penalty: 2955.158203
	Iteration 24Q: 3 clusters Score -701881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -701883.187500 Penalty: 2955.158203
	Iteration 25Q: 3 clusters Score -701883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -701884.437500 Penalty: 2955.158203
	Iteration 26Q: 3 clusters Score -701884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -701884.437500 Penalty: 2955.158203
	Iteration 27F: 3 clusters Score -701884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 57958 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Entering Unmasked Estep 
Score: -54381460.000000 Penalty: 50066.968750
Splitting cluster 4 changes total score from -54376236.000000 to -54381460.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (19600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Entering Unmasked Estep 
Score: -1646541.125000 Penalty: 1606.033691
	Iteration 0F: 2 clusters Score -1646541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1633286.000000 Penalty: 3212.067383
	Iteration 0F: 3 clusters Score -1633286 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1638300.125000 Penalty: 3212.067383
	Iteration 1F: 3 clusters Score -1638300 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1638899.250000 Penalty: 3212.067383
	Iteration 2F: 3 clusters Score -1638899 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1639551.250000 Penalty: 3212.067383
	Iteration 3F: 3 clusters Score -1639551 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1640303.250000 Penalty: 3212.067383
	Iteration 4F: 3 clusters Score -1640303 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1641067.625000 Penalty: 3212.067383
	Iteration 5F: 3 clusters Score -1641068 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1641772.625000 Penalty: 3212.067383
	Iteration 6F: 3 clusters Score -1641773 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1642414.000000 Penalty: 3212.067383
	Iteration 7Q: 3 clusters Score -1642414 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1643021.625000 Penalty: 3212.067383
	Iteration 8Q: 3 clusters Score -1643022 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1643546.750000 Penalty: 3212.067383
	Iteration 9Q: 3 clusters Score -1643547 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1643931.375000 Penalty: 3212.067383
	Iteration 10Q: 3 clusters Score -1643931 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1644220.125000 Penalty: 3212.067383
	Iteration 11Q: 3 clusters Score -1644220 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1644461.250000 Penalty: 3212.067383
	Iteration 12Q: 3 clusters Score -1644461 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1644690.125000 Penalty: 3212.067383
	Iteration 13Q: 3 clusters Score -1644690 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1644922.375000 Penalty: 3212.067383
	Iteration 14Q: 3 clusters Score -1644922 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1645194.875000 Penalty: 3212.067383
	Iteration 15Q: 3 clusters Score -1645195 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1645415.625000 Penalty: 3212.067383
	Iteration 16Q: 3 clusters Score -1645416 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1645594.625000 Penalty: 3212.067383
	Iteration 17Q: 3 clusters Score -1645595 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1645713.250000 Penalty: 3212.067383
	Iteration 18Q: 3 clusters Score -1645713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1645781.250000 Penalty: 3212.067383
	Iteration 19Q: 3 clusters Score -1645781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1645813.750000 Penalty: 3212.067383
	Iteration 20F: 3 clusters Score -1645814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1645828.125000 Penalty: 3212.067383
	Iteration 21Q: 3 clusters Score -1645828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1645835.625000 Penalty: 3212.067383
	Iteration 22Q: 3 clusters Score -1645836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1645847.875000 Penalty: 3212.067383
	Iteration 23Q: 3 clusters Score -1645848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1645849.625000 Penalty: 3212.067383
	Iteration 24Q: 3 clusters Score -1645850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1645856.375000 Penalty: 3212.067383
	Iteration 25Q: 3 clusters Score -1645856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1645858.375000 Penalty: 3212.067383
	Iteration 26Q: 3 clusters Score -1645858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1645859.500000 Penalty: 3212.067383
	Iteration 27Q: 3 clusters Score -1645860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1645866.250000 Penalty: 3212.067383
	Iteration 28Q: 3 clusters Score -1645866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1645865.875000 Penalty: 3212.067383
	Iteration 29Q: 3 clusters Score -1645866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1645865.875000 Penalty: 3212.067383
	Iteration 30Q: 3 clusters Score -1645866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1645865.000000 Penalty: 3212.067383
	Iteration 31Q: 3 clusters Score -1645865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1645865.000000 Penalty: 3212.067383
	Iteration 32F: 3 clusters Score -1645865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -336046.031250 Penalty: 1370.246948
	Iteration 0F: 2 clusters Score -336046 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 2355 members 
Entering Unmasked Estep 
Score: -332433.343750 Penalty: 2740.493896
	Iteration 0F: 3 clusters Score -332433.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -333631.593750 Penalty: 2740.493896
	Iteration 1F: 3 clusters Score -333631.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -334075.093750 Penalty: 2740.493896
	Iteration 2F: 3 clusters Score -334075.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -334549.656250 Penalty: 2740.493896
	Iteration 3F: 3 clusters Score -334549.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -335027.500000 Penalty: 2740.493896
	Iteration 4F: 3 clusters Score -335027.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -335506.281250 Penalty: 2740.493896
	Iteration 5F: 3 clusters Score -335506.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -335937.656250 Penalty: 2740.493896
	Iteration 6F: 3 clusters Score -335937.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -336171.968750 Penalty: 2740.493896
	Iteration 7Q: 3 clusters Score -336172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -336329.625000 Penalty: 2740.493896
	Iteration 8Q: 3 clusters Score -336329.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -336450.250000 Penalty: 2740.493896
	Iteration 9Q: 3 clusters Score -336450.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -336556.812500 Penalty: 2740.493896
	Iteration 10Q: 3 clusters Score -336556.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -336623.000000 Penalty: 2740.493896
	Iteration 11Q: 3 clusters Score -336623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -336661.906250 Penalty: 2740.493896
	Iteration 12Q: 3 clusters Score -336661.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -336681.562500 Penalty: 2740.493896
	Iteration 13Q: 3 clusters Score -336681.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -336691.062500 Penalty: 2740.493896
	Iteration 14Q: 3 clusters Score -336691.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -336696.812500 Penalty: 2740.493896
	Iteration 15Q: 3 clusters Score -336696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -336700.781250 Penalty: 2740.493896
	Iteration 16Q: 3 clusters Score -336700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -336702.312500 Penalty: 2740.493896
	Iteration 17Q: 3 clusters Score -336702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -336704.000000 Penalty: 2740.493896
	Iteration 18Q: 3 clusters Score -336704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -336705.531250 Penalty: 2740.493896
	Iteration 19Q: 3 clusters Score -336705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -336707.156250 Penalty: 2740.493896
	Iteration 20F: 3 clusters Score -336707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -336709.875000 Penalty: 2740.493896
	Iteration 21Q: 3 clusters Score -336709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -336710.562500 Penalty: 2740.493896
	Iteration 22Q: 3 clusters Score -336710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -336711.562500 Penalty: 2740.493896
	Iteration 23Q: 3 clusters Score -336711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -336712.281250 Penalty: 2740.493896
	Iteration 24Q: 3 clusters Score -336712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -336712.250000 Penalty: 2740.493896
	Iteration 25Q: 3 clusters Score -336712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -336712.250000 Penalty: 2740.493896
	Iteration 26F: 3 clusters Score -336712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 57958 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Entering Unmasked Estep 
Score: -54381332.000000 Penalty: 52243.792969
Splitting cluster 7 changes total score from -54376236.000000 to -54381332.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (5549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Entering Unmasked Estep 
Score: -401548.093750 Penalty: 1400.973145
	Iteration 0F: 2 clusters Score -401548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -397306.000000 Penalty: 2801.946289
	Iteration 0F: 3 clusters Score -397306 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -399138.593750 Penalty: 2801.946289
	Iteration 1F: 3 clusters Score -399138.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -399828.312500 Penalty: 2801.946289
	Iteration 2F: 3 clusters Score -399828.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -400359.593750 Penalty: 2801.946289
	Iteration 3F: 3 clusters Score -400359.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -400840.031250 Penalty: 2801.946289
	Iteration 4F: 3 clusters Score -400840 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -401150.500000 Penalty: 2801.946289
	Iteration 5F: 3 clusters Score -401150.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -401385.875000 Penalty: 2801.946289
	Iteration 6Q: 3 clusters Score -401385.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -401544.437500 Penalty: 2801.946289
	Iteration 7Q: 3 clusters Score -401544.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -401657.500000 Penalty: 2801.946289
	Iteration 8Q: 3 clusters Score -401657.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -401736.062500 Penalty: 2801.946289
	Iteration 9Q: 3 clusters Score -401736.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -401808.281250 Penalty: 2801.946289
	Iteration 10Q: 3 clusters Score -401808.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -401853.375000 Penalty: 2801.946289
	Iteration 11Q: 3 clusters Score -401853.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -401882.312500 Penalty: 2801.946289
	Iteration 12Q: 3 clusters Score -401882.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -401902.125000 Penalty: 2801.946289
	Iteration 13Q: 3 clusters Score -401902.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -401914.718750 Penalty: 2801.946289
	Iteration 14Q: 3 clusters Score -401914.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -401927.187500 Penalty: 2801.946289
	Iteration 15Q: 3 clusters Score -401927.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -401936.031250 Penalty: 2801.946289
	Iteration 16Q: 3 clusters Score -401936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -401941.937500 Penalty: 2801.946289
	Iteration 17Q: 3 clusters Score -401941.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -401946.781250 Penalty: 2801.946289
	Iteration 18Q: 3 clusters Score -401946.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -401959.781250 Penalty: 2801.946289
	Iteration 19Q: 3 clusters Score -401959.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -401978.437500 Penalty: 2801.946289
	Iteration 20F: 3 clusters Score -401978.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -402007.156250 Penalty: 2801.946289
	Iteration 21Q: 3 clusters Score -402007.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -402031.500000 Penalty: 2801.946289
	Iteration 22Q: 3 clusters Score -402031.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -402054.468750 Penalty: 2801.946289
	Iteration 23Q: 3 clusters Score -402054.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -402083.093750 Penalty: 2801.946289
	Iteration 24Q: 3 clusters Score -402083.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -402110.812500 Penalty: 2801.946289
	Iteration 25Q: 3 clusters Score -402110.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -402135.093750 Penalty: 2801.946289
	Iteration 26Q: 3 clusters Score -402135.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -402166.343750 Penalty: 2801.946289
	Iteration 27Q: 3 clusters Score -402166.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -402193.093750 Penalty: 2801.946289
	Iteration 28Q: 3 clusters Score -402193.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -402218.593750 Penalty: 2801.946289
	Iteration 29Q: 3 clusters Score -402218.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -402231.375000 Penalty: 2801.946289
	Iteration 30Q: 3 clusters Score -402231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -402236.937500 Penalty: 2801.946289
	Iteration 31Q: 3 clusters Score -402236.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -402242.187500 Penalty: 2801.946289
	Iteration 32Q: 3 clusters Score -402242.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -402246.031250 Penalty: 2801.946289
	Iteration 33Q: 3 clusters Score -402246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -402248.906250 Penalty: 2801.946289
	Iteration 34Q: 3 clusters Score -402248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -402252.218750 Penalty: 2801.946289
	Iteration 35Q: 3 clusters Score -402252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -402253.593750 Penalty: 2801.946289
	Iteration 36Q: 3 clusters Score -402253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -402256.562500 Penalty: 2801.946289
	Iteration 37Q: 3 clusters Score -402256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -402257.750000 Penalty: 2801.946289
	Iteration 38Q: 3 clusters Score -402257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -402258.812500 Penalty: 2801.946289
	Iteration 39Q: 3 clusters Score -402258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -402259.031250 Penalty: 2801.946289
	Iteration 40F: 3 clusters Score -402259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -402260.062500 Penalty: 2801.946289
	Iteration 41Q: 3 clusters Score -402260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -402259.937500 Penalty: 2801.946289
	Iteration 42Q: 3 clusters Score -402259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -402261.156250 Penalty: 2801.946289
	Iteration 43Q: 3 clusters Score -402261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -402261.562500 Penalty: 2801.946289
	Iteration 44Q: 3 clusters Score -402261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -402260.843750 Penalty: 2801.946289
	Iteration 45Q: 3 clusters Score -402260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -402261.000000 Penalty: 2801.946289
	Iteration 46Q: 3 clusters Score -402261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -402262.718750 Penalty: 2801.946289
	Iteration 47Q: 3 clusters Score -402262.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -402264.312500 Penalty: 2801.946289
	Iteration 48Q: 3 clusters Score -402264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -402265.406250 Penalty: 2801.946289
	Iteration 49Q: 3 clusters Score -402265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -402266.093750 Penalty: 2801.946289
	Iteration 50Q: 3 clusters Score -402266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -402267.406250 Penalty: 2801.946289
	Iteration 51Q: 3 clusters Score -402267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -402267.062500 Penalty: 2801.946289
	Iteration 52Q: 3 clusters Score -402267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -402268.000000 Penalty: 2801.946289
	Iteration 53Q: 3 clusters Score -402268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -402267.843750 Penalty: 2801.946289
	Iteration 54Q: 3 clusters Score -402267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -402268.218750 Penalty: 2801.946289
	Iteration 55Q: 3 clusters Score -402268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -402268.000000 Penalty: 2801.946289
	Iteration 56Q: 3 clusters Score -402268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -402269.437500 Penalty: 2801.946289
	Iteration 57Q: 3 clusters Score -402269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -402270.218750 Penalty: 2801.946289
	Iteration 58Q: 3 clusters Score -402270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -402269.281250 Penalty: 2801.946289
	Iteration 59Q: 3 clusters Score -402269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -402269.625000 Penalty: 2801.946289
	Iteration 60F: 3 clusters Score -402269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 57958 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Mstep: Class 25 contains 2978 members 
Entering Unmasked Estep 
Score: -54381384.000000 Penalty: 54420.617188
Splitting cluster 8 changes total score from -54376236.000000 to -54381384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -688936.375000 Penalty: 1473.788452
	Iteration 0F: 2 clusters Score -688936.4 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 4334 members 
Entering Unmasked Estep 
Score: -682592.000000 Penalty: 2947.576904
	Iteration 0F: 3 clusters Score -682592 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -684522.750000 Penalty: 2947.576904
	Iteration 1F: 3 clusters Score -684522.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -684782.062500 Penalty: 2947.576904
	Iteration 2F: 3 clusters Score -684782.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -685003.687500 Penalty: 2947.576904
	Iteration 3F: 3 clusters Score -685003.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -685212.687500 Penalty: 2947.576904
	Iteration 4Q: 3 clusters Score -685212.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -685427.000000 Penalty: 2947.576904
	Iteration 5Q: 3 clusters Score -685427 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -685663.875000 Penalty: 2947.576904
	Iteration 6Q: 3 clusters Score -685663.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -685858.562500 Penalty: 2947.576904
	Iteration 7Q: 3 clusters Score -685858.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -686010.562500 Penalty: 2947.576904
	Iteration 8Q: 3 clusters Score -686010.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -686167.250000 Penalty: 2947.576904
	Iteration 9Q: 3 clusters Score -686167.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -686314.125000 Penalty: 2947.576904
	Iteration 10Q: 3 clusters Score -686314.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -686432.125000 Penalty: 2947.576904
	Iteration 11Q: 3 clusters Score -686432.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -686548.312500 Penalty: 2947.576904
	Iteration 12Q: 3 clusters Score -686548.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -686664.062500 Penalty: 2947.576904
	Iteration 13Q: 3 clusters Score -686664.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -686765.937500 Penalty: 2947.576904
	Iteration 14Q: 3 clusters Score -686765.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -686854.812500 Penalty: 2947.576904
	Iteration 15Q: 3 clusters Score -686854.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -686940.375000 Penalty: 2947.576904
	Iteration 16Q: 3 clusters Score -686940.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -687018.625000 Penalty: 2947.576904
	Iteration 17Q: 3 clusters Score -687018.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -687094.375000 Penalty: 2947.576904
	Iteration 18Q: 3 clusters Score -687094.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -687163.750000 Penalty: 2947.576904
	Iteration 19Q: 3 clusters Score -687163.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -687206.375000 Penalty: 2947.576904
	Iteration 20F: 3 clusters Score -687206.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -687243.187500 Penalty: 2947.576904
	Iteration 21Q: 3 clusters Score -687243.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -687277.062500 Penalty: 2947.576904
	Iteration 22Q: 3 clusters Score -687277.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -687305.500000 Penalty: 2947.576904
	Iteration 23Q: 3 clusters Score -687305.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -687326.000000 Penalty: 2947.576904
	Iteration 24Q: 3 clusters Score -687326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -687343.125000 Penalty: 2947.576904
	Iteration 25Q: 3 clusters Score -687343.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -687356.750000 Penalty: 2947.576904
	Iteration 26Q: 3 clusters Score -687356.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -687368.562500 Penalty: 2947.576904
	Iteration 27Q: 3 clusters Score -687368.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -687377.125000 Penalty: 2947.576904
	Iteration 28Q: 3 clusters Score -687377.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -687387.187500 Penalty: 2947.576904
	Iteration 29Q: 3 clusters Score -687387.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -687396.250000 Penalty: 2947.576904
	Iteration 30Q: 3 clusters Score -687396.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -687413.437500 Penalty: 2947.576904
	Iteration 31Q: 3 clusters Score -687413.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -687427.937500 Penalty: 2947.576904
	Iteration 32Q: 3 clusters Score -687427.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -687437.875000 Penalty: 2947.576904
	Iteration 33Q: 3 clusters Score -687437.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -687450.812500 Penalty: 2947.576904
	Iteration 34Q: 3 clusters Score -687450.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -687468.687500 Penalty: 2947.576904
	Iteration 35Q: 3 clusters Score -687468.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -687489.500000 Penalty: 2947.576904
	Iteration 36Q: 3 clusters Score -687489.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -687505.125000 Penalty: 2947.576904
	Iteration 37Q: 3 clusters Score -687505.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -687515.125000 Penalty: 2947.576904
	Iteration 38Q: 3 clusters Score -687515.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -687525.562500 Penalty: 2947.576904
	Iteration 39Q: 3 clusters Score -687525.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -687538.625000 Penalty: 2947.576904
	Iteration 40F: 3 clusters Score -687538.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -687554.937500 Penalty: 2947.576904
	Iteration 41Q: 3 clusters Score -687554.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -687572.312500 Penalty: 2947.576904
	Iteration 42Q: 3 clusters Score -687572.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -687584.625000 Penalty: 2947.576904
	Iteration 43Q: 3 clusters Score -687584.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -687594.875000 Penalty: 2947.576904
	Iteration 44Q: 3 clusters Score -687594.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -687607.437500 Penalty: 2947.576904
	Iteration 45Q: 3 clusters Score -687607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -687611.812500 Penalty: 2947.576904
	Iteration 46Q: 3 clusters Score -687611.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -687623.062500 Penalty: 2947.576904
	Iteration 47Q: 3 clusters Score -687623.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -687630.375000 Penalty: 2947.576904
	Iteration 48Q: 3 clusters Score -687630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -687635.187500 Penalty: 2947.576904
	Iteration 49Q: 3 clusters Score -687635.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -687637.250000 Penalty: 2947.576904
	Iteration 50Q: 3 clusters Score -687637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -687641.625000 Penalty: 2947.576904
	Iteration 51Q: 3 clusters Score -687641.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -687642.500000 Penalty: 2947.576904
	Iteration 52Q: 3 clusters Score -687642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -687648.125000 Penalty: 2947.576904
	Iteration 53Q: 3 clusters Score -687648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -687651.562500 Penalty: 2947.576904
	Iteration 54Q: 3 clusters Score -687651.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -687655.187500 Penalty: 2947.576904
	Iteration 55Q: 3 clusters Score -687655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -687657.062500 Penalty: 2947.576904
	Iteration 56Q: 3 clusters Score -687657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -687660.250000 Penalty: 2947.576904
	Iteration 57Q: 3 clusters Score -687660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -687665.437500 Penalty: 2947.576904
	Iteration 58Q: 3 clusters Score -687665.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -687666.812500 Penalty: 2947.576904
	Iteration 59Q: 3 clusters Score -687666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -687669.562500 Penalty: 2947.576904
	Iteration 60F: 3 clusters Score -687669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -687671.062500 Penalty: 2947.576904
	Iteration 61Q: 3 clusters Score -687671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -687673.812500 Penalty: 2947.576904
	Iteration 62Q: 3 clusters Score -687673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -687674.750000 Penalty: 2947.576904
	Iteration 63Q: 3 clusters Score -687674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -687678.750000 Penalty: 2947.576904
	Iteration 64Q: 3 clusters Score -687678.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -687681.500000 Penalty: 2947.576904
	Iteration 65Q: 3 clusters Score -687681.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -687683.687500 Penalty: 2947.576904
	Iteration 66Q: 3 clusters Score -687683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -687686.062500 Penalty: 2947.576904
	Iteration 67Q: 3 clusters Score -687686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -687689.312500 Penalty: 2947.576904
	Iteration 68Q: 3 clusters Score -687689.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -687694.187500 Penalty: 2947.576904
	Iteration 69Q: 3 clusters Score -687694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -687701.812500 Penalty: 2947.576904
	Iteration 70Q: 3 clusters Score -687701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -687714.000000 Penalty: 2947.576904
	Iteration 71Q: 3 clusters Score -687714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -687721.625000 Penalty: 2947.576904
	Iteration 72Q: 3 clusters Score -687721.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -687727.625000 Penalty: 2947.576904
	Iteration 73Q: 3 clusters Score -687727.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -687737.500000 Penalty: 2947.576904
	Iteration 74Q: 3 clusters Score -687737.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -687744.812500 Penalty: 2947.576904
	Iteration 75Q: 3 clusters Score -687744.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -687748.937500 Penalty: 2947.576904
	Iteration 76Q: 3 clusters Score -687748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -687755.000000 Penalty: 2947.576904
	Iteration 77Q: 3 clusters Score -687755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -687757.312500 Penalty: 2947.576904
	Iteration 78Q: 3 clusters Score -687757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -687760.312500 Penalty: 2947.576904
	Iteration 79Q: 3 clusters Score -687760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -687763.000000 Penalty: 2947.576904
	Iteration 80F: 3 clusters Score -687763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -687764.750000 Penalty: 2947.576904
	Iteration 81Q: 3 clusters Score -687764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -687767.500000 Penalty: 2947.576904
	Iteration 82Q: 3 clusters Score -687767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -687768.250000 Penalty: 2947.576904
	Iteration 83Q: 3 clusters Score -687768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -687768.062500 Penalty: 2947.576904
	Iteration 84Q: 3 clusters Score -687768.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -687768.250000 Penalty: 2947.576904
	Iteration 85Q: 3 clusters Score -687768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -687770.937500 Penalty: 2947.576904
	Iteration 86Q: 3 clusters Score -687770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -687772.750000 Penalty: 2947.576904
	Iteration 87Q: 3 clusters Score -687772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -687772.750000 Penalty: 2947.576904
	Iteration 88F: 3 clusters Score -687772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Entering Unmasked Estep 
Score: -4948523.500000 Penalty: 1782.214478
	Iteration 0F: 2 clusters Score -4948524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -4909942.500000 Penalty: 3564.428955
	Iteration 0F: 3 clusters Score -4909942 nChanged 27163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4926605.000000 Penalty: 3564.428955
	Iteration 1F: 3 clusters Score -4926605 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4931305.000000 Penalty: 3564.428955
	Iteration 2F: 3 clusters Score -4931305 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4939500.000000 Penalty: 3564.428955
	Iteration 3F: 3 clusters Score -4939500 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4948716.000000 Penalty: 3564.428955
	Iteration 4F: 3 clusters Score -4948716 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -4955003.000000 Penalty: 3564.428955
	Iteration 5F: 3 clusters Score -4955003 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4957814.000000 Penalty: 3564.428955
	Iteration 6F: 3 clusters Score -4957814 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4958758.500000 Penalty: 3564.428955
	Iteration 7Q: 3 clusters Score -4958758 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4959159.000000 Penalty: 3564.428955
	Iteration 8Q: 3 clusters Score -4959159 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4959295.500000 Penalty: 3564.428955
	Iteration 9Q: 3 clusters Score -4959296 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4959380.500000 Penalty: 3564.428955
	Iteration 10Q: 3 clusters Score -4959380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4959434.500000 Penalty: 3564.428955
	Iteration 11Q: 3 clusters Score -4959434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4959446.000000 Penalty: 3564.428955
	Iteration 12Q: 3 clusters Score -4959446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4959462.000000 Penalty: 3564.428955
	Iteration 13Q: 3 clusters Score -4959462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4959468.000000 Penalty: 3564.428955
	Iteration 14Q: 3 clusters Score -4959468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4959467.000000 Penalty: 3564.428955
	Iteration 15Q: 3 clusters Score -4959467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4959479.500000 Penalty: 3564.428955
	Iteration 16Q: 3 clusters Score -4959480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4959475.500000 Penalty: 3564.428955
	Iteration 17Q: 3 clusters Score -4959476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4959468.500000 Penalty: 3564.428955
	Iteration 18Q: 3 clusters Score -4959468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4959473.500000 Penalty: 3564.428955
	Iteration 19Q: 3 clusters Score -4959474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4959472.000000 Penalty: 3564.428955
	Iteration 20F: 3 clusters Score -4959472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4959475.000000 Penalty: 3564.428955
	Iteration 21Q: 3 clusters Score -4959475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4959479.000000 Penalty: 3564.428955
	Iteration 22Q: 3 clusters Score -4959479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4959483.000000 Penalty: 3564.428955
	Iteration 23Q: 3 clusters Score -4959483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4959484.500000 Penalty: 3564.428955
	Iteration 24Q: 3 clusters Score -4959484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4959494.000000 Penalty: 3564.428955
	Iteration 25Q: 3 clusters Score -4959494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4959489.500000 Penalty: 3564.428955
	Iteration 26Q: 3 clusters Score -4959490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4959490.000000 Penalty: 3564.428955
	Iteration 27Q: 3 clusters Score -4959490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4959487.500000 Penalty: 3564.428955
	Iteration 28Q: 3 clusters Score -4959488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4959492.500000 Penalty: 3564.428955
	Iteration 29Q: 3 clusters Score -4959492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4959490.500000 Penalty: 3564.428955
	Iteration 30Q: 3 clusters Score -4959490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4959490.500000 Penalty: 3564.428955
	Iteration 31F: 3 clusters Score -4959490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 53246 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 24611 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 4712 members 
Entering Unmasked Estep 
Score: -54391972.000000 Penalty: 56597.441406
Splitting cluster 10 changes total score from -54376236.000000 to -54391972.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (22179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Entering Unmasked Estep 
Score: -1862488.500000 Penalty: 1626.121338
	Iteration 0F: 2 clusters Score -1862488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1847533.500000 Penalty: 3252.242676
	Iteration 0F: 3 clusters Score -1847534 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1853140.625000 Penalty: 3252.242676
	Iteration 1F: 3 clusters Score -1853141 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1853765.375000 Penalty: 3252.242676
	Iteration 2F: 3 clusters Score -1853765 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1854501.000000 Penalty: 3252.242676
	Iteration 3F: 3 clusters Score -1854501 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1855430.125000 Penalty: 3252.242676
	Iteration 4F: 3 clusters Score -1855430 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1856580.750000 Penalty: 3252.242676
	Iteration 5F: 3 clusters Score -1856581 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1857853.500000 Penalty: 3252.242676
	Iteration 6F: 3 clusters Score -1857854 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1858999.500000 Penalty: 3252.242676
	Iteration 7F: 3 clusters Score -1859000 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1859925.125000 Penalty: 3252.242676
	Iteration 8Q: 3 clusters Score -1859925 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1860539.125000 Penalty: 3252.242676
	Iteration 9Q: 3 clusters Score -1860539 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1860864.000000 Penalty: 3252.242676
	Iteration 10Q: 3 clusters Score -1860864 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1861060.500000 Penalty: 3252.242676
	Iteration 11Q: 3 clusters Score -1861060 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1861196.375000 Penalty: 3252.242676
	Iteration 12Q: 3 clusters Score -1861196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1861315.375000 Penalty: 3252.242676
	Iteration 13Q: 3 clusters Score -1861315 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1861398.875000 Penalty: 3252.242676
	Iteration 14Q: 3 clusters Score -1861399 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1861464.500000 Penalty: 3252.242676
	Iteration 15Q: 3 clusters Score -1861464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1861516.750000 Penalty: 3252.242676
	Iteration 16Q: 3 clusters Score -1861517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1861547.125000 Penalty: 3252.242676
	Iteration 17Q: 3 clusters Score -1861547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1861577.875000 Penalty: 3252.242676
	Iteration 18Q: 3 clusters Score -1861578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1861596.000000 Penalty: 3252.242676
	Iteration 19Q: 3 clusters Score -1861596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1861607.750000 Penalty: 3252.242676
	Iteration 20F: 3 clusters Score -1861608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1861620.000000 Penalty: 3252.242676
	Iteration 21Q: 3 clusters Score -1861620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1861626.125000 Penalty: 3252.242676
	Iteration 22Q: 3 clusters Score -1861626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1861631.625000 Penalty: 3252.242676
	Iteration 23Q: 3 clusters Score -1861632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1861637.000000 Penalty: 3252.242676
	Iteration 24Q: 3 clusters Score -1861637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1861638.750000 Penalty: 3252.242676
	Iteration 25Q: 3 clusters Score -1861639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1861644.750000 Penalty: 3252.242676
	Iteration 26Q: 3 clusters Score -1861645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1861649.750000 Penalty: 3252.242676
	Iteration 27Q: 3 clusters Score -1861650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1861655.750000 Penalty: 3252.242676
	Iteration 28Q: 3 clusters Score -1861656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1861665.125000 Penalty: 3252.242676
	Iteration 29Q: 3 clusters Score -1861665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1861666.625000 Penalty: 3252.242676
	Iteration 30Q: 3 clusters Score -1861667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1861670.375000 Penalty: 3252.242676
	Iteration 31Q: 3 clusters Score -1861670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1861673.875000 Penalty: 3252.242676
	Iteration 32Q: 3 clusters Score -1861674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1861675.625000 Penalty: 3252.242676
	Iteration 33Q: 3 clusters Score -1861676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1861675.750000 Penalty: 3252.242676
	Iteration 34Q: 3 clusters Score -1861676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1861681.250000 Penalty: 3252.242676
	Iteration 35Q: 3 clusters Score -1861681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1861680.250000 Penalty: 3252.242676
	Iteration 36Q: 3 clusters Score -1861680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1861681.625000 Penalty: 3252.242676
	Iteration 37Q: 3 clusters Score -1861682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1861684.000000 Penalty: 3252.242676
	Iteration 38Q: 3 clusters Score -1861684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1861686.125000 Penalty: 3252.242676
	Iteration 39Q: 3 clusters Score -1861686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1861690.625000 Penalty: 3252.242676
	Iteration 40F: 3 clusters Score -1861691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1861689.875000 Penalty: 3252.242676
	Iteration 41Q: 3 clusters Score -1861690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1861689.875000 Penalty: 3252.242676
	Iteration 42F: 3 clusters Score -1861690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Entering Unmasked Estep 
Score: -2081659.375000 Penalty: 1643.029175
	Iteration 0F: 2 clusters Score -2081659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2065029.250000 Penalty: 3286.058350
	Iteration 0F: 3 clusters Score -2065029 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2071380.000000 Penalty: 3286.058350
	Iteration 1F: 3 clusters Score -2071380 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2071910.500000 Penalty: 3286.058350
	Iteration 2F: 3 clusters Score -2071910 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2072717.000000 Penalty: 3286.058350
	Iteration 3F: 3 clusters Score -2072717 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2074194.875000 Penalty: 3286.058350
	Iteration 4F: 3 clusters Score -2074195 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2076236.000000 Penalty: 3286.058350
	Iteration 5F: 3 clusters Score -2076236 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2078312.750000 Penalty: 3286.058350
	Iteration 6F: 3 clusters Score -2078313 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2080034.625000 Penalty: 3286.058350
	Iteration 7F: 3 clusters Score -2080035 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2081267.125000 Penalty: 3286.058350
	Iteration 8F: 3 clusters Score -2081267 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2081996.250000 Penalty: 3286.058350
	Iteration 9Q: 3 clusters Score -2081996 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2082348.375000 Penalty: 3286.058350
	Iteration 10Q: 3 clusters Score -2082348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2082522.125000 Penalty: 3286.058350
	Iteration 11Q: 3 clusters Score -2082522 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2082618.375000 Penalty: 3286.058350
	Iteration 12Q: 3 clusters Score -2082618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2082684.625000 Penalty: 3286.058350
	Iteration 13Q: 3 clusters Score -2082685 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2082750.750000 Penalty: 3286.058350
	Iteration 14Q: 3 clusters Score -2082751 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2082804.375000 Penalty: 3286.058350
	Iteration 15Q: 3 clusters Score -2082804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2082848.250000 Penalty: 3286.058350
	Iteration 16Q: 3 clusters Score -2082848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2082881.375000 Penalty: 3286.058350
	Iteration 17Q: 3 clusters Score -2082881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2082914.625000 Penalty: 3286.058350
	Iteration 18Q: 3 clusters Score -2082915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2082935.625000 Penalty: 3286.058350
	Iteration 19Q: 3 clusters Score -2082936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2082940.375000 Penalty: 3286.058350
	Iteration 20F: 3 clusters Score -2082940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2082948.750000 Penalty: 3286.058350
	Iteration 21Q: 3 clusters Score -2082949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2082956.875000 Penalty: 3286.058350
	Iteration 22Q: 3 clusters Score -2082957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2082964.000000 Penalty: 3286.058350
	Iteration 23Q: 3 clusters Score -2082964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2082964.750000 Penalty: 3286.058350
	Iteration 24Q: 3 clusters Score -2082965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2082963.500000 Penalty: 3286.058350
	Iteration 25Q: 3 clusters Score -2082964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2082966.750000 Penalty: 3286.058350
	Iteration 26Q: 3 clusters Score -2082967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2082966.625000 Penalty: 3286.058350
	Iteration 27Q: 3 clusters Score -2082967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2082966.625000 Penalty: 3286.058350
	Iteration 28Q: 3 clusters Score -2082967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2082965.125000 Penalty: 3286.058350
	Iteration 29Q: 3 clusters Score -2082965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2082965.125000 Penalty: 3286.058350
	Iteration 30F: 3 clusters Score -2082965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 53246 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 19697 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4914 members 
Entering Unmasked Estep 
Score: -54392652.000000 Penalty: 58774.265625
Splitting cluster 12 changes total score from -54376236.000000 to -54392652.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (209420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209420 members 
Entering Unmasked Estep 
Score: -18024298.000000 Penalty: 1990.965820
	Iteration 0F: 2 clusters Score -1.80243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -17883114.000000 Penalty: 3981.931641
	Iteration 0F: 3 clusters Score -1.788311e+07 nChanged 101669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100746 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -17943800.000000 Penalty: 3981.931641
	Iteration 1F: 3 clusters Score -1.79438e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -17945694.000000 Penalty: 3981.931641
	Iteration 2Q: 3 clusters Score -1.794569e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -17948602.000000 Penalty: 3981.931641
	Iteration 3Q: 3 clusters Score -1.79486e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -17952920.000000 Penalty: 3981.931641
	Iteration 4Q: 3 clusters Score -1.795292e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -17959628.000000 Penalty: 3981.931641
	Iteration 5F: 3 clusters Score -1.795963e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 139257 members 
Entering Unmasked Estep 
Score: -17968834.000000 Penalty: 3981.931641
	Iteration 6F: 3 clusters Score -1.796883e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 151278 members 
Entering Unmasked Estep 
Score: -17979996.000000 Penalty: 3981.931641
	Iteration 7F: 3 clusters Score -1.798e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -17990446.000000 Penalty: 3981.931641
	Iteration 8F: 3 clusters Score -1.799045e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 173107 members 
Entering Unmasked Estep 
Score: -17998942.000000 Penalty: 3981.931641
	Iteration 9F: 3 clusters Score -1.799894e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 181203 members 
Entering Unmasked Estep 
Score: -18005668.000000 Penalty: 3981.931641
	Iteration 10Q: 3 clusters Score -1.800567e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 187371 members 
Entering Unmasked Estep 
Score: -18010310.000000 Penalty: 3981.931641
	Iteration 11Q: 3 clusters Score -1.801031e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 191929 members 
Entering Unmasked Estep 
Score: -18013712.000000 Penalty: 3981.931641
	Iteration 12Q: 3 clusters Score -1.801371e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 195426 members 
Entering Unmasked Estep 
Score: -18016032.000000 Penalty: 3981.931641
	Iteration 13Q: 3 clusters Score -1.801603e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 198063 members 
Entering Unmasked Estep 
Score: -18017786.000000 Penalty: 3981.931641
	Iteration 14Q: 3 clusters Score -1.801779e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 200214 members 
Entering Unmasked Estep 
Score: -18019090.000000 Penalty: 3981.931641
	Iteration 15Q: 3 clusters Score -1.801909e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 201916 members 
Entering Unmasked Estep 
Score: -18019942.000000 Penalty: 3981.931641
	Iteration 16Q: 3 clusters Score -1.801994e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 203262 members 
Entering Unmasked Estep 
Score: -18020620.000000 Penalty: 3981.931641
	Iteration 17Q: 3 clusters Score -1.802062e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 204277 members 
Entering Unmasked Estep 
Score: -18021250.000000 Penalty: 3981.931641
	Iteration 18Q: 3 clusters Score -1.802125e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 205025 members 
Entering Unmasked Estep 
Score: -18021686.000000 Penalty: 3981.931641
	Iteration 19Q: 3 clusters Score -1.802169e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -18021978.000000 Penalty: 3981.931641
	Iteration 20F: 3 clusters Score -1.802198e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 206034 members 
Entering Unmasked Estep 
Score: -18022170.000000 Penalty: 3981.931641
	Iteration 21Q: 3 clusters Score -1.802217e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 206391 members 
Entering Unmasked Estep 
Score: -18022378.000000 Penalty: 3981.931641
	Iteration 22Q: 3 clusters Score -1.802238e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 206658 members 
Entering Unmasked Estep 
Score: -18022494.000000 Penalty: 3981.931641
	Iteration 23Q: 3 clusters Score -1.802249e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 206873 members 
Entering Unmasked Estep 
Score: -18022622.000000 Penalty: 3981.931641
	Iteration 24Q: 3 clusters Score -1.802262e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 207027 members 
Entering Unmasked Estep 
Score: -18022652.000000 Penalty: 3981.931641
	Iteration 25Q: 3 clusters Score -1.802265e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 207170 members 
Entering Unmasked Estep 
Score: -18022718.000000 Penalty: 3981.931641
	Iteration 26Q: 3 clusters Score -1.802272e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 207294 members 
Entering Unmasked Estep 
Score: -18022736.000000 Penalty: 3981.931641
	Iteration 27Q: 3 clusters Score -1.802274e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 207397 members 
Entering Unmasked Estep 
Score: -18022780.000000 Penalty: 3981.931641
	Iteration 28Q: 3 clusters Score -1.802278e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 207481 members 
Entering Unmasked Estep 
Score: -18022768.000000 Penalty: 3981.931641
	Iteration 29Q: 3 clusters Score -1.802277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 207544 members 
Entering Unmasked Estep 
Score: -18022774.000000 Penalty: 3981.931641
	Iteration 30Q: 3 clusters Score -1.802277e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 207596 members 
Entering Unmasked Estep 
Score: -18022764.000000 Penalty: 3981.931641
	Iteration 31Q: 3 clusters Score -1.802276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 207639 members 
Entering Unmasked Estep 
Score: -18022780.000000 Penalty: 3981.931641
	Iteration 32Q: 3 clusters Score -1.802278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 207679 members 
Entering Unmasked Estep 
Score: -18022796.000000 Penalty: 3981.931641
	Iteration 33Q: 3 clusters Score -1.80228e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -18022798.000000 Penalty: 3981.931641
	Iteration 34Q: 3 clusters Score -1.80228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 207732 members 
Entering Unmasked Estep 
Score: -18022826.000000 Penalty: 3981.931641
	Iteration 35Q: 3 clusters Score -1.802283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 207751 members 
Entering Unmasked Estep 
Score: -18022826.000000 Penalty: 3981.931641
	Iteration 36Q: 3 clusters Score -1.802283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 207775 members 
Entering Unmasked Estep 
Score: -18022834.000000 Penalty: 3981.931641
	Iteration 37Q: 3 clusters Score -1.802283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 207794 members 
Entering Unmasked Estep 
Score: -18022810.000000 Penalty: 3981.931641
	Iteration 38Q: 3 clusters Score -1.802281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 207811 members 
Entering Unmasked Estep 
Score: -18022798.000000 Penalty: 3981.931641
	Iteration 39Q: 3 clusters Score -1.80228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 207826 members 
Entering Unmasked Estep 
Score: -18022808.000000 Penalty: 3981.931641
	Iteration 40F: 3 clusters Score -1.802281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 207836 members 
Entering Unmasked Estep 
Score: -18022812.000000 Penalty: 3981.931641
	Iteration 41Q: 3 clusters Score -1.802281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 207845 members 
Entering Unmasked Estep 
Score: -18022828.000000 Penalty: 3981.931641
	Iteration 42Q: 3 clusters Score -1.802283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 207855 members 
Entering Unmasked Estep 
Score: -18022840.000000 Penalty: 3981.931641
	Iteration 43Q: 3 clusters Score -1.802284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 207863 members 
Entering Unmasked Estep 
Score: -18022840.000000 Penalty: 3981.931641
	Iteration 44Q: 3 clusters Score -1.802284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 207869 members 
Entering Unmasked Estep 
Score: -18022834.000000 Penalty: 3981.931641
	Iteration 45Q: 3 clusters Score -1.802283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 207870 members 
Entering Unmasked Estep 
Score: -18022840.000000 Penalty: 3981.931641
	Iteration 46Q: 3 clusters Score -1.802284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 207872 members 
Entering Unmasked Estep 
Score: -18022832.000000 Penalty: 3981.931641
	Iteration 47Q: 3 clusters Score -1.802283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 207873 members 
Entering Unmasked Estep 
Score: -18022832.000000 Penalty: 3981.931641
	Iteration 48Q: 3 clusters Score -1.802283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 207873 members 
Entering Unmasked Estep 
Score: -18022832.000000 Penalty: 3981.931641
	Iteration 49F: 3 clusters Score -1.802283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -410678.218750 Penalty: 1382.377930
	Iteration 0F: 2 clusters Score -410678.2 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 2423 members 
Entering Unmasked Estep 
Score: -406742.062500 Penalty: 2764.755859
	Iteration 0F: 3 clusters Score -406742.1 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -407757.500000 Penalty: 2764.755859
	Iteration 1F: 3 clusters Score -407757.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -407915.843750 Penalty: 2764.755859
	Iteration 2F: 3 clusters Score -407915.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -408042.093750 Penalty: 2764.755859
	Iteration 3Q: 3 clusters Score -408042.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -408159.312500 Penalty: 2764.755859
	Iteration 4Q: 3 clusters Score -408159.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408282.125000 Penalty: 2764.755859
	Iteration 5Q: 3 clusters Score -408282.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408412.250000 Penalty: 2764.755859
	Iteration 6Q: 3 clusters Score -408412.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -408539.968750 Penalty: 2764.755859
	Iteration 7Q: 3 clusters Score -408540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -408658.937500 Penalty: 2764.755859
	Iteration 8Q: 3 clusters Score -408658.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -408766.187500 Penalty: 2764.755859
	Iteration 9Q: 3 clusters Score -408766.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -408872.437500 Penalty: 2764.755859
	Iteration 10Q: 3 clusters Score -408872.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -408974.125000 Penalty: 2764.755859
	Iteration 11Q: 3 clusters Score -408974.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -409066.687500 Penalty: 2764.755859
	Iteration 12Q: 3 clusters Score -409066.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -409153.812500 Penalty: 2764.755859
	Iteration 13Q: 3 clusters Score -409153.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -409222.437500 Penalty: 2764.755859
	Iteration 14Q: 3 clusters Score -409222.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -409276.593750 Penalty: 2764.755859
	Iteration 15Q: 3 clusters Score -409276.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -409313.625000 Penalty: 2764.755859
	Iteration 16Q: 3 clusters Score -409313.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -409332.218750 Penalty: 2764.755859
	Iteration 17Q: 3 clusters Score -409332.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -409344.000000 Penalty: 2764.755859
	Iteration 18Q: 3 clusters Score -409344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -409358.031250 Penalty: 2764.755859
	Iteration 19Q: 3 clusters Score -409358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -409373.625000 Penalty: 2764.755859
	Iteration 20F: 3 clusters Score -409373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -409383.625000 Penalty: 2764.755859
	Iteration 21Q: 3 clusters Score -409383.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -409394.968750 Penalty: 2764.755859
	Iteration 22Q: 3 clusters Score -409395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -409402.343750 Penalty: 2764.755859
	Iteration 23Q: 3 clusters Score -409402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -409411.656250 Penalty: 2764.755859
	Iteration 24Q: 3 clusters Score -409411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -409417.375000 Penalty: 2764.755859
	Iteration 25Q: 3 clusters Score -409417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -409422.312500 Penalty: 2764.755859
	Iteration 26Q: 3 clusters Score -409422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -409424.718750 Penalty: 2764.755859
	Iteration 27Q: 3 clusters Score -409424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -409425.593750 Penalty: 2764.755859
	Iteration 28Q: 3 clusters Score -409425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -409425.218750 Penalty: 2764.755859
	Iteration 29Q: 3 clusters Score -409425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -409425.218750 Penalty: 2764.755859
	Iteration 30F: 3 clusters Score -409425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Entering Unmasked Estep 
Score: -1187480.625000 Penalty: 1548.747803
	Iteration 0F: 2 clusters Score -1187481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1177896.000000 Penalty: 3097.495605
	Iteration 0F: 3 clusters Score -1177896 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1181254.625000 Penalty: 3097.495605
	Iteration 1F: 3 clusters Score -1181255 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1181638.375000 Penalty: 3097.495605
	Iteration 2F: 3 clusters Score -1181638 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1182069.750000 Penalty: 3097.495605
	Iteration 3F: 3 clusters Score -1182070 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1182548.750000 Penalty: 3097.495605
	Iteration 4F: 3 clusters Score -1182549 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1183030.625000 Penalty: 3097.495605
	Iteration 5F: 3 clusters Score -1183031 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1183490.500000 Penalty: 3097.495605
	Iteration 6F: 3 clusters Score -1183490 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1183925.125000 Penalty: 3097.495605
	Iteration 7F: 3 clusters Score -1183925 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1184329.625000 Penalty: 3097.495605
	Iteration 8Q: 3 clusters Score -1184330 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1184783.625000 Penalty: 3097.495605
	Iteration 9Q: 3 clusters Score -1184784 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1185213.375000 Penalty: 3097.495605
	Iteration 10Q: 3 clusters Score -1185213 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1185597.250000 Penalty: 3097.495605
	Iteration 11Q: 3 clusters Score -1185597 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1185863.000000 Penalty: 3097.495605
	Iteration 12Q: 3 clusters Score -1185863 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1186014.875000 Penalty: 3097.495605
	Iteration 13Q: 3 clusters Score -1186015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1186113.375000 Penalty: 3097.495605
	Iteration 14Q: 3 clusters Score -1186113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1186175.875000 Penalty: 3097.495605
	Iteration 15Q: 3 clusters Score -1186176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1186225.500000 Penalty: 3097.495605
	Iteration 16Q: 3 clusters Score -1186226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1186256.250000 Penalty: 3097.495605
	Iteration 17Q: 3 clusters Score -1186256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1186276.125000 Penalty: 3097.495605
	Iteration 18Q: 3 clusters Score -1186276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1186295.500000 Penalty: 3097.495605
	Iteration 19Q: 3 clusters Score -1186296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1186309.875000 Penalty: 3097.495605
	Iteration 20F: 3 clusters Score -1186310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1186326.750000 Penalty: 3097.495605
	Iteration 21Q: 3 clusters Score -1186327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1186330.625000 Penalty: 3097.495605
	Iteration 22Q: 3 clusters Score -1186331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1186336.875000 Penalty: 3097.495605
	Iteration 23Q: 3 clusters Score -1186337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1186342.375000 Penalty: 3097.495605
	Iteration 24Q: 3 clusters Score -1186342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1186346.750000 Penalty: 3097.495605
	Iteration 25Q: 3 clusters Score -1186347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1186354.250000 Penalty: 3097.495605
	Iteration 26Q: 3 clusters Score -1186354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1186361.000000 Penalty: 3097.495605
	Iteration 27Q: 3 clusters Score -1186361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1186366.125000 Penalty: 3097.495605
	Iteration 28Q: 3 clusters Score -1186366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1186370.125000 Penalty: 3097.495605
	Iteration 29Q: 3 clusters Score -1186370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1186372.000000 Penalty: 3097.495605
	Iteration 30Q: 3 clusters Score -1186372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1186379.375000 Penalty: 3097.495605
	Iteration 31Q: 3 clusters Score -1186379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1186380.625000 Penalty: 3097.495605
	Iteration 32Q: 3 clusters Score -1186381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1186383.625000 Penalty: 3097.495605
	Iteration 33Q: 3 clusters Score -1186384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1186386.750000 Penalty: 3097.495605
	Iteration 34Q: 3 clusters Score -1186387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1186394.125000 Penalty: 3097.495605
	Iteration 35Q: 3 clusters Score -1186394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1186398.875000 Penalty: 3097.495605
	Iteration 36Q: 3 clusters Score -1186399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1186400.625000 Penalty: 3097.495605
	Iteration 37Q: 3 clusters Score -1186401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1186402.500000 Penalty: 3097.495605
	Iteration 38Q: 3 clusters Score -1186402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1186403.625000 Penalty: 3097.495605
	Iteration 39Q: 3 clusters Score -1186404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1186405.375000 Penalty: 3097.495605
	Iteration 40F: 3 clusters Score -1186405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1186408.000000 Penalty: 3097.495605
	Iteration 41Q: 3 clusters Score -1186408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1186409.375000 Penalty: 3097.495605
	Iteration 42Q: 3 clusters Score -1186409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1186410.000000 Penalty: 3097.495605
	Iteration 43Q: 3 clusters Score -1186410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1186410.125000 Penalty: 3097.495605
	Iteration 44Q: 3 clusters Score -1186410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1186410.125000 Penalty: 3097.495605
	Iteration 45F: 3 clusters Score -1186410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -689834.062500 Penalty: 1469.369873
	Iteration 0F: 2 clusters Score -689834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -683711.875000 Penalty: 2938.739746
	Iteration 0F: 3 clusters Score -683711.9 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -686983.375000 Penalty: 2938.739746
	Iteration 1F: 3 clusters Score -686983.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -688507.562500 Penalty: 2938.739746
	Iteration 2F: 3 clusters Score -688507.6 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -689495.500000 Penalty: 2938.739746
	Iteration 3F: 3 clusters Score -689495.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -690052.250000 Penalty: 2938.739746
	Iteration 4F: 3 clusters Score -690052.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -690329.687500 Penalty: 2938.739746
	Iteration 5Q: 3 clusters Score -690329.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -690513.125000 Penalty: 2938.739746
	Iteration 6Q: 3 clusters Score -690513.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -690647.250000 Penalty: 2938.739746
	Iteration 7Q: 3 clusters Score -690647.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -690792.000000 Penalty: 2938.739746
	Iteration 8Q: 3 clusters Score -690792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -690964.250000 Penalty: 2938.739746
	Iteration 9Q: 3 clusters Score -690964.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -691183.312500 Penalty: 2938.739746
	Iteration 10Q: 3 clusters Score -691183.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -691375.812500 Penalty: 2938.739746
	Iteration 11Q: 3 clusters Score -691375.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -691491.187500 Penalty: 2938.739746
	Iteration 12Q: 3 clusters Score -691491.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -691534.687500 Penalty: 2938.739746
	Iteration 13Q: 3 clusters Score -691534.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -691558.312500 Penalty: 2938.739746
	Iteration 14Q: 3 clusters Score -691558.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -691580.000000 Penalty: 2938.739746
	Iteration 15Q: 3 clusters Score -691580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -691595.500000 Penalty: 2938.739746
	Iteration 16Q: 3 clusters Score -691595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -691604.812500 Penalty: 2938.739746
	Iteration 17Q: 3 clusters Score -691604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -691607.062500 Penalty: 2938.739746
	Iteration 18Q: 3 clusters Score -691607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -691607.187500 Penalty: 2938.739746
	Iteration 19Q: 3 clusters Score -691607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -691609.000000 Penalty: 2938.739746
	Iteration 20F: 3 clusters Score -691609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -691610.750000 Penalty: 2938.739746
	Iteration 21Q: 3 clusters Score -691610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -691613.937500 Penalty: 2938.739746
	Iteration 22Q: 3 clusters Score -691613.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -691617.500000 Penalty: 2938.739746
	Iteration 23Q: 3 clusters Score -691617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -691620.312500 Penalty: 2938.739746
	Iteration 24Q: 3 clusters Score -691620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -691622.687500 Penalty: 2938.739746
	Iteration 25Q: 3 clusters Score -691622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -691625.812500 Penalty: 2938.739746
	Iteration 26Q: 3 clusters Score -691625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -691629.750000 Penalty: 2938.739746
	Iteration 27Q: 3 clusters Score -691629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -691629.812500 Penalty: 2938.739746
	Iteration 28Q: 3 clusters Score -691629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -691629.875000 Penalty: 2938.739746
	Iteration 29Q: 3 clusters Score -691629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -691629.687500 Penalty: 2938.739746
	Iteration 30Q: 3 clusters Score -691629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -691629.062500 Penalty: 2938.739746
	Iteration 31Q: 3 clusters Score -691629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -691629.500000 Penalty: 2938.739746
	Iteration 32Q: 3 clusters Score -691629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -691629.500000 Penalty: 2938.739746
	Iteration 33F: 3 clusters Score -691629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 53246 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 19697 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 1122 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 4712 members 
Mstep: Class 27 contains 4914 members 
Mstep: Class 28 contains 7331 members 
Entering Unmasked Estep 
Score: -54393752.000000 Penalty: 60951.093750
Splitting cluster 18 changes total score from -54376236.000000 to -54393752.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (154839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Entering Unmasked Estep 
Score: -13399547.000000 Penalty: 1941.897949
	Iteration 0F: 2 clusters Score -1.339955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -13295806.000000 Penalty: 3883.795898
	Iteration 0F: 3 clusters Score -1.329581e+07 nChanged 74838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -13339394.000000 Penalty: 3883.795898
	Iteration 1F: 3 clusters Score -1.333939e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -13340297.000000 Penalty: 3883.795898
	Iteration 2Q: 3 clusters Score -1.33403e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -13341299.000000 Penalty: 3883.795898
	Iteration 3Q: 3 clusters Score -1.33413e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -13342587.000000 Penalty: 3883.795898
	Iteration 4Q: 3 clusters Score -1.334259e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -13344116.000000 Penalty: 3883.795898
	Iteration 5Q: 3 clusters Score -1.334412e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -13346059.000000 Penalty: 3883.795898
	Iteration 6Q: 3 clusters Score -1.334606e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -13348591.000000 Penalty: 3883.795898
	Iteration 7Q: 3 clusters Score -1.334859e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -13351867.000000 Penalty: 3883.795898
	Iteration 8Q: 3 clusters Score -1.335187e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97386 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -13356085.000000 Penalty: 3883.795898
	Iteration 9F: 3 clusters Score -1.335608e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -13360869.000000 Penalty: 3883.795898
	Iteration 10F: 3 clusters Score -1.336087e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -13365966.000000 Penalty: 3883.795898
	Iteration 11F: 3 clusters Score -1.336597e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -13371519.000000 Penalty: 3883.795898
	Iteration 12F: 3 clusters Score -1.337152e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -13377173.000000 Penalty: 3883.795898
	Iteration 13F: 3 clusters Score -1.337717e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135599 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -13382805.000000 Penalty: 3883.795898
	Iteration 14Q: 3 clusters Score -1.33828e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -13387904.000000 Penalty: 3883.795898
	Iteration 15Q: 3 clusters Score -1.33879e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -13391701.000000 Penalty: 3883.795898
	Iteration 16Q: 3 clusters Score -1.33917e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13394352.000000 Penalty: 3883.795898
	Iteration 17Q: 3 clusters Score -1.339435e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -13396000.000000 Penalty: 3883.795898
	Iteration 18Q: 3 clusters Score -1.3396e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13397000.000000 Penalty: 3883.795898
	Iteration 19Q: 3 clusters Score -1.3397e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153784 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -13397439.000000 Penalty: 3883.795898
	Iteration 20F: 3 clusters Score -1.339744e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13397652.000000 Penalty: 3883.795898
	Iteration 21Q: 3 clusters Score -1.339765e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13397764.000000 Penalty: 3883.795898
	Iteration 22Q: 3 clusters Score -1.339776e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13397824.000000 Penalty: 3883.795898
	Iteration 23Q: 3 clusters Score -1.339782e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13397860.000000 Penalty: 3883.795898
	Iteration 24Q: 3 clusters Score -1.339786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -13397882.000000 Penalty: 3883.795898
	Iteration 25Q: 3 clusters Score -1.339788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13397926.000000 Penalty: 3883.795898
	Iteration 26Q: 3 clusters Score -1.339793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13397945.000000 Penalty: 3883.795898
	Iteration 27Q: 3 clusters Score -1.339794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13397961.000000 Penalty: 3883.795898
	Iteration 28Q: 3 clusters Score -1.339796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13397979.000000 Penalty: 3883.795898
	Iteration 29Q: 3 clusters Score -1.339798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13397989.000000 Penalty: 3883.795898
	Iteration 30Q: 3 clusters Score -1.339799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13397984.000000 Penalty: 3883.795898
	Iteration 31Q: 3 clusters Score -1.339798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -13397986.000000 Penalty: 3883.795898
	Iteration 32Q: 3 clusters Score -1.339799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13398000.000000 Penalty: 3883.795898
	Iteration 33Q: 3 clusters Score -1.3398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13398011.000000 Penalty: 3883.795898
	Iteration 34Q: 3 clusters Score -1.339801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13398021.000000 Penalty: 3883.795898
	Iteration 35Q: 3 clusters Score -1.339802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13398031.000000 Penalty: 3883.795898
	Iteration 36Q: 3 clusters Score -1.339803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13398042.000000 Penalty: 3883.795898
	Iteration 37Q: 3 clusters Score -1.339804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13398036.000000 Penalty: 3883.795898
	Iteration 38Q: 3 clusters Score -1.339804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154371 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13398041.000000 Penalty: 3883.795898
	Iteration 39Q: 3 clusters Score -1.339804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13398049.000000 Penalty: 3883.795898
	Iteration 40F: 3 clusters Score -1.339805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13398052.000000 Penalty: 3883.795898
	Iteration 41Q: 3 clusters Score -1.339805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13398064.000000 Penalty: 3883.795898
	Iteration 42Q: 3 clusters Score -1.339806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13398061.000000 Penalty: 3883.795898
	Iteration 43Q: 3 clusters Score -1.339806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13398063.000000 Penalty: 3883.795898
	Iteration 44Q: 3 clusters Score -1.339806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13398058.000000 Penalty: 3883.795898
	Iteration 45Q: 3 clusters Score -1.339806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13398063.000000 Penalty: 3883.795898
	Iteration 46Q: 3 clusters Score -1.339806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13398061.000000 Penalty: 3883.795898
	Iteration 47Q: 3 clusters Score -1.339806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13398067.000000 Penalty: 3883.795898
	Iteration 48Q: 3 clusters Score -1.339807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13398070.000000 Penalty: 3883.795898
	Iteration 49Q: 3 clusters Score -1.339807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13398070.000000 Penalty: 3883.795898
	Iteration 50F: 3 clusters Score -1.339807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Entering Unmasked Estep 
Score: -1992424.625000 Penalty: 1634.551880
	Iteration 0F: 2 clusters Score -1992425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1976606.000000 Penalty: 3269.103760
	Iteration 0F: 3 clusters Score -1976606 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1982467.500000 Penalty: 3269.103760
	Iteration 1F: 3 clusters Score -1982468 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1982903.375000 Penalty: 3269.103760
	Iteration 2Q: 3 clusters Score -1982903 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1983342.875000 Penalty: 3269.103760
	Iteration 3Q: 3 clusters Score -1983343 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1983857.250000 Penalty: 3269.103760
	Iteration 4Q: 3 clusters Score -1983857 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1984458.625000 Penalty: 3269.103760
	Iteration 5Q: 3 clusters Score -1984459 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1985246.500000 Penalty: 3269.103760
	Iteration 6F: 3 clusters Score -1985246 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1986247.500000 Penalty: 3269.103760
	Iteration 7F: 3 clusters Score -1986248 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1987383.875000 Penalty: 3269.103760
	Iteration 8F: 3 clusters Score -1987384 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1988428.125000 Penalty: 3269.103760
	Iteration 9F: 3 clusters Score -1988428 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1989080.500000 Penalty: 3269.103760
	Iteration 10Q: 3 clusters Score -1989080 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1989353.000000 Penalty: 3269.103760
	Iteration 11Q: 3 clusters Score -1989353 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1989474.000000 Penalty: 3269.103760
	Iteration 12Q: 3 clusters Score -1989474 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1989530.875000 Penalty: 3269.103760
	Iteration 13Q: 3 clusters Score -1989531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1989567.375000 Penalty: 3269.103760
	Iteration 14Q: 3 clusters Score -1989567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1989596.875000 Penalty: 3269.103760
	Iteration 15Q: 3 clusters Score -1989597 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1989620.125000 Penalty: 3269.103760
	Iteration 16Q: 3 clusters Score -1989620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1989635.750000 Penalty: 3269.103760
	Iteration 17Q: 3 clusters Score -1989636 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1989653.875000 Penalty: 3269.103760
	Iteration 18Q: 3 clusters Score -1989654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1989660.125000 Penalty: 3269.103760
	Iteration 19Q: 3 clusters Score -1989660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1989664.000000 Penalty: 3269.103760
	Iteration 20F: 3 clusters Score -1989664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1989669.125000 Penalty: 3269.103760
	Iteration 21Q: 3 clusters Score -1989669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1989674.375000 Penalty: 3269.103760
	Iteration 22Q: 3 clusters Score -1989674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1989684.250000 Penalty: 3269.103760
	Iteration 23Q: 3 clusters Score -1989684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1989686.375000 Penalty: 3269.103760
	Iteration 24Q: 3 clusters Score -1989686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1989684.500000 Penalty: 3269.103760
	Iteration 25Q: 3 clusters Score -1989684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1989692.875000 Penalty: 3269.103760
	Iteration 26Q: 3 clusters Score -1989693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1989700.875000 Penalty: 3269.103760
	Iteration 27Q: 3 clusters Score -1989701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1989706.250000 Penalty: 3269.103760
	Iteration 28Q: 3 clusters Score -1989706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1989711.750000 Penalty: 3269.103760
	Iteration 29Q: 3 clusters Score -1989712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1989711.750000 Penalty: 3269.103760
	Iteration 30Q: 3 clusters Score -1989712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1989708.250000 Penalty: 3269.103760
	Iteration 31Q: 3 clusters Score -1989708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1989708.125000 Penalty: 3269.103760
	Iteration 32Q: 3 clusters Score -1989708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1989714.000000 Penalty: 3269.103760
	Iteration 33Q: 3 clusters Score -1989714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1989709.875000 Penalty: 3269.103760
	Iteration 34Q: 3 clusters Score -1989710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1989712.000000 Penalty: 3269.103760
	Iteration 35Q: 3 clusters Score -1989712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1989716.375000 Penalty: 3269.103760
	Iteration 36Q: 3 clusters Score -1989716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1989720.000000 Penalty: 3269.103760
	Iteration 37Q: 3 clusters Score -1989720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1989724.250000 Penalty: 3269.103760
	Iteration 38Q: 3 clusters Score -1989724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1989725.375000 Penalty: 3269.103760
	Iteration 39Q: 3 clusters Score -1989725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1989723.750000 Penalty: 3269.103760
	Iteration 40F: 3 clusters Score -1989724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1989734.750000 Penalty: 3269.103760
	Iteration 41Q: 3 clusters Score -1989735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1989739.625000 Penalty: 3269.103760
	Iteration 42Q: 3 clusters Score -1989740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1989741.125000 Penalty: 3269.103760
	Iteration 43Q: 3 clusters Score -1989741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1989747.000000 Penalty: 3269.103760
	Iteration 44Q: 3 clusters Score -1989747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1989752.000000 Penalty: 3269.103760
	Iteration 45Q: 3 clusters Score -1989752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1989754.625000 Penalty: 3269.103760
	Iteration 46Q: 3 clusters Score -1989755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1989761.000000 Penalty: 3269.103760
	Iteration 47Q: 3 clusters Score -1989761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1989758.000000 Penalty: 3269.103760
	Iteration 48Q: 3 clusters Score -1989758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1989764.375000 Penalty: 3269.103760
	Iteration 49Q: 3 clusters Score -1989764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1989771.500000 Penalty: 3269.103760
	Iteration 50Q: 3 clusters Score -1989772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1989774.750000 Penalty: 3269.103760
	Iteration 51Q: 3 clusters Score -1989775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1989772.375000 Penalty: 3269.103760
	Iteration 52Q: 3 clusters Score -1989772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1989771.875000 Penalty: 3269.103760
	Iteration 53Q: 3 clusters Score -1989772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1989772.125000 Penalty: 3269.103760
	Iteration 54Q: 3 clusters Score -1989772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1989774.500000 Penalty: 3269.103760
	Iteration 55Q: 3 clusters Score -1989774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1989776.875000 Penalty: 3269.103760
	Iteration 56Q: 3 clusters Score -1989777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1989779.125000 Penalty: 3269.103760
	Iteration 57Q: 3 clusters Score -1989779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1989779.250000 Penalty: 3269.103760
	Iteration 58Q: 3 clusters Score -1989779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1989784.375000 Penalty: 3269.103760
	Iteration 59Q: 3 clusters Score -1989784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1989783.625000 Penalty: 3269.103760
	Iteration 60F: 3 clusters Score -1989784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1989782.875000 Penalty: 3269.103760
	Iteration 61Q: 3 clusters Score -1989783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1989785.500000 Penalty: 3269.103760
	Iteration 62Q: 3 clusters Score -1989786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1989784.875000 Penalty: 3269.103760
	Iteration 63Q: 3 clusters Score -1989785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1989791.250000 Penalty: 3269.103760
	Iteration 64Q: 3 clusters Score -1989791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1989792.000000 Penalty: 3269.103760
	Iteration 65Q: 3 clusters Score -1989792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1989795.625000 Penalty: 3269.103760
	Iteration 66Q: 3 clusters Score -1989796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1989797.375000 Penalty: 3269.103760
	Iteration 67Q: 3 clusters Score -1989797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1989806.875000 Penalty: 3269.103760
	Iteration 68Q: 3 clusters Score -1989807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1989805.625000 Penalty: 3269.103760
	Iteration 69Q: 3 clusters Score -1989806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1989805.375000 Penalty: 3269.103760
	Iteration 70Q: 3 clusters Score -1989805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1989815.125000 Penalty: 3269.103760
	Iteration 71Q: 3 clusters Score -1989815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1989814.625000 Penalty: 3269.103760
	Iteration 72Q: 3 clusters Score -1989815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1989810.625000 Penalty: 3269.103760
	Iteration 73Q: 3 clusters Score -1989811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1989821.375000 Penalty: 3269.103760
	Iteration 74Q: 3 clusters Score -1989821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1989830.000000 Penalty: 3269.103760
	Iteration 75Q: 3 clusters Score -1989830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1989829.625000 Penalty: 3269.103760
	Iteration 76Q: 3 clusters Score -1989830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1989838.000000 Penalty: 3269.103760
	Iteration 77Q: 3 clusters Score -1989838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1989837.500000 Penalty: 3269.103760
	Iteration 78Q: 3 clusters Score -1989838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1989840.375000 Penalty: 3269.103760
	Iteration 79Q: 3 clusters Score -1989840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1989842.375000 Penalty: 3269.103760
	Iteration 80F: 3 clusters Score -1989842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1989845.875000 Penalty: 3269.103760
	Iteration 81Q: 3 clusters Score -1989846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1989851.500000 Penalty: 3269.103760
	Iteration 82Q: 3 clusters Score -1989852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1989846.500000 Penalty: 3269.103760
	Iteration 83Q: 3 clusters Score -1989846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1989845.375000 Penalty: 3269.103760
	Iteration 84Q: 3 clusters Score -1989845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1989842.375000 Penalty: 3269.103760
	Iteration 85Q: 3 clusters Score -1989842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1989846.375000 Penalty: 3269.103760
	Iteration 86Q: 3 clusters Score -1989846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1989847.375000 Penalty: 3269.103760
	Iteration 87Q: 3 clusters Score -1989847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1989847.375000 Penalty: 3269.103760
	Iteration 88Q: 3 clusters Score -1989847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1989848.125000 Penalty: 3269.103760
	Iteration 89Q: 3 clusters Score -1989848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1989850.875000 Penalty: 3269.103760
	Iteration 90Q: 3 clusters Score -1989851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1989854.875000 Penalty: 3269.103760
	Iteration 91Q: 3 clusters Score -1989855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1989855.250000 Penalty: 3269.103760
	Iteration 92Q: 3 clusters Score -1989855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1989856.625000 Penalty: 3269.103760
	Iteration 93Q: 3 clusters Score -1989857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1989855.125000 Penalty: 3269.103760
	Iteration 94Q: 3 clusters Score -1989855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1989851.750000 Penalty: 3269.103760
	Iteration 95Q: 3 clusters Score -1989852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1989856.500000 Penalty: 3269.103760
	Iteration 96Q: 3 clusters Score -1989856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1989855.625000 Penalty: 3269.103760
	Iteration 97Q: 3 clusters Score -1989856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1989852.125000 Penalty: 3269.103760
	Iteration 98Q: 3 clusters Score -1989852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1989853.625000 Penalty: 3269.103760
	Iteration 99Q: 3 clusters Score -1989854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1989857.000000 Penalty: 3269.103760
	Iteration 100F: 3 clusters Score -1989857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1989858.750000 Penalty: 3269.103760
	Iteration 101Q: 3 clusters Score -1989859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1989859.625000 Penalty: 3269.103760
	Iteration 102Q: 3 clusters Score -1989860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1989855.750000 Penalty: 3269.103760
	Iteration 103Q: 3 clusters Score -1989856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1989857.375000 Penalty: 3269.103760
	Iteration 104Q: 3 clusters Score -1989857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1989861.000000 Penalty: 3269.103760
	Iteration 105Q: 3 clusters Score -1989861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1989858.375000 Penalty: 3269.103760
	Iteration 106Q: 3 clusters Score -1989858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1989860.500000 Penalty: 3269.103760
	Iteration 107Q: 3 clusters Score -1989860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1989862.000000 Penalty: 3269.103760
	Iteration 108Q: 3 clusters Score -1989862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1989865.125000 Penalty: 3269.103760
	Iteration 109Q: 3 clusters Score -1989865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1989861.625000 Penalty: 3269.103760
	Iteration 110Q: 3 clusters Score -1989862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1989863.875000 Penalty: 3269.103760
	Iteration 111Q: 3 clusters Score -1989864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1989873.500000 Penalty: 3269.103760
	Iteration 112Q: 3 clusters Score -1989874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1989878.125000 Penalty: 3269.103760
	Iteration 113Q: 3 clusters Score -1989878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1989885.250000 Penalty: 3269.103760
	Iteration 114Q: 3 clusters Score -1989885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1989892.000000 Penalty: 3269.103760
	Iteration 115Q: 3 clusters Score -1989892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1989900.250000 Penalty: 3269.103760
	Iteration 116Q: 3 clusters Score -1989900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1989913.875000 Penalty: 3269.103760
	Iteration 117Q: 3 clusters Score -1989914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1989924.750000 Penalty: 3269.103760
	Iteration 118Q: 3 clusters Score -1989925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1989929.375000 Penalty: 3269.103760
	Iteration 119Q: 3 clusters Score -1989929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1989936.125000 Penalty: 3269.103760
	Iteration 120F: 3 clusters Score -1989936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1989953.375000 Penalty: 3269.103760
	Iteration 121Q: 3 clusters Score -1989953 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1989970.500000 Penalty: 3269.103760
	Iteration 122Q: 3 clusters Score -1989970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1989991.250000 Penalty: 3269.103760
	Iteration 123Q: 3 clusters Score -1989991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1989996.500000 Penalty: 3269.103760
	Iteration 124Q: 3 clusters Score -1989996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1990014.000000 Penalty: 3269.103760
	Iteration 125Q: 3 clusters Score -1990014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1990035.250000 Penalty: 3269.103760
	Iteration 126Q: 3 clusters Score -1990035 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1990056.875000 Penalty: 3269.103760
	Iteration 127Q: 3 clusters Score -1990057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1990077.125000 Penalty: 3269.103760
	Iteration 128Q: 3 clusters Score -1990077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1990091.625000 Penalty: 3269.103760
	Iteration 129Q: 3 clusters Score -1990092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1990107.875000 Penalty: 3269.103760
	Iteration 130Q: 3 clusters Score -1990108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1990131.375000 Penalty: 3269.103760
	Iteration 131Q: 3 clusters Score -1990131 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1990144.875000 Penalty: 3269.103760
	Iteration 132Q: 3 clusters Score -1990145 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1990166.250000 Penalty: 3269.103760
	Iteration 133Q: 3 clusters Score -1990166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1990174.875000 Penalty: 3269.103760
	Iteration 134Q: 3 clusters Score -1990175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1990189.500000 Penalty: 3269.103760
	Iteration 135Q: 3 clusters Score -1990190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1990212.125000 Penalty: 3269.103760
	Iteration 136Q: 3 clusters Score -1990212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1990231.250000 Penalty: 3269.103760
	Iteration 137Q: 3 clusters Score -1990231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1990243.875000 Penalty: 3269.103760
	Iteration 138Q: 3 clusters Score -1990244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1990261.750000 Penalty: 3269.103760
	Iteration 139Q: 3 clusters Score -1990262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1990285.250000 Penalty: 3269.103760
	Iteration 140F: 3 clusters Score -1990285 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1990299.750000 Penalty: 3269.103760
	Iteration 141Q: 3 clusters Score -1990300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1990311.500000 Penalty: 3269.103760
	Iteration 142Q: 3 clusters Score -1990312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1990335.625000 Penalty: 3269.103760
	Iteration 143Q: 3 clusters Score -1990336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1990372.875000 Penalty: 3269.103760
	Iteration 144Q: 3 clusters Score -1990373 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1990402.625000 Penalty: 3269.103760
	Iteration 145Q: 3 clusters Score -1990403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1990431.750000 Penalty: 3269.103760
	Iteration 146Q: 3 clusters Score -1990432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1990469.875000 Penalty: 3269.103760
	Iteration 147Q: 3 clusters Score -1990470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1990501.750000 Penalty: 3269.103760
	Iteration 148Q: 3 clusters Score -1990502 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1990545.125000 Penalty: 3269.103760
	Iteration 149Q: 3 clusters Score -1990545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1990574.125000 Penalty: 3269.103760
	Iteration 150Q: 3 clusters Score -1990574 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1990619.125000 Penalty: 3269.103760
	Iteration 151Q: 3 clusters Score -1990619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -1990654.500000 Penalty: 3269.103760
	Iteration 152Q: 3 clusters Score -1990654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1990680.125000 Penalty: 3269.103760
	Iteration 153Q: 3 clusters Score -1990680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1990721.375000 Penalty: 3269.103760
	Iteration 154Q: 3 clusters Score -1990721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1990773.000000 Penalty: 3269.103760
	Iteration 155Q: 3 clusters Score -1990773 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1990828.625000 Penalty: 3269.103760
	Iteration 156Q: 3 clusters Score -1990829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1990883.250000 Penalty: 3269.103760
	Iteration 157Q: 3 clusters Score -1990883 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1990922.375000 Penalty: 3269.103760
	Iteration 158Q: 3 clusters Score -1990922 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -1990950.125000 Penalty: 3269.103760
	Iteration 159Q: 3 clusters Score -1990950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -1990976.125000 Penalty: 3269.103760
	Iteration 160F: 3 clusters Score -1990976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1990992.000000 Penalty: 3269.103760
	Iteration 161Q: 3 clusters Score -1990992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1991008.750000 Penalty: 3269.103760
	Iteration 162Q: 3 clusters Score -1991009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1991014.375000 Penalty: 3269.103760
	Iteration 163Q: 3 clusters Score -1991014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -1991026.250000 Penalty: 3269.103760
	Iteration 164Q: 3 clusters Score -1991026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -1991031.375000 Penalty: 3269.103760
	Iteration 165Q: 3 clusters Score -1991031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1991039.125000 Penalty: 3269.103760
	Iteration 166Q: 3 clusters Score -1991039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1991046.250000 Penalty: 3269.103760
	Iteration 167Q: 3 clusters Score -1991046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1991051.250000 Penalty: 3269.103760
	Iteration 168Q: 3 clusters Score -1991051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1991049.750000 Penalty: 3269.103760
	Iteration 169Q: 3 clusters Score -1991050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1991052.750000 Penalty: 3269.103760
	Iteration 170Q: 3 clusters Score -1991053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1991050.625000 Penalty: 3269.103760
	Iteration 171Q: 3 clusters Score -1991051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1991052.750000 Penalty: 3269.103760
	Iteration 172Q: 3 clusters Score -1991053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1991051.375000 Penalty: 3269.103760
	Iteration 173Q: 3 clusters Score -1991051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1991052.375000 Penalty: 3269.103760
	Iteration 174Q: 3 clusters Score -1991052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1991050.125000 Penalty: 3269.103760
	Iteration 175Q: 3 clusters Score -1991050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1991055.250000 Penalty: 3269.103760
	Iteration 176Q: 3 clusters Score -1991055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1991056.125000 Penalty: 3269.103760
	Iteration 177Q: 3 clusters Score -1991056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1991056.625000 Penalty: 3269.103760
	Iteration 178Q: 3 clusters Score -1991057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -1991056.000000 Penalty: 3269.103760
	Iteration 179Q: 3 clusters Score -1991056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1991055.125000 Penalty: 3269.103760
	Iteration 180F: 3 clusters Score -1991055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1991058.250000 Penalty: 3269.103760
	Iteration 181Q: 3 clusters Score -1991058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1991055.625000 Penalty: 3269.103760
	Iteration 182Q: 3 clusters Score -1991056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -1991058.000000 Penalty: 3269.103760
	Iteration 183Q: 3 clusters Score -1991058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1991055.750000 Penalty: 3269.103760
	Iteration 184Q: 3 clusters Score -1991056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1991056.375000 Penalty: 3269.103760
	Iteration 185Q: 3 clusters Score -1991056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -1991053.500000 Penalty: 3269.103760
	Iteration 186Q: 3 clusters Score -1991054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1991058.125000 Penalty: 3269.103760
	Iteration 187Q: 3 clusters Score -1991058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -1991057.875000 Penalty: 3269.103760
	Iteration 188Q: 3 clusters Score -1991058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -1991059.125000 Penalty: 3269.103760
	Iteration 189Q: 3 clusters Score -1991059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -1991055.500000 Penalty: 3269.103760
	Iteration 190Q: 3 clusters Score -1991056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1991057.750000 Penalty: 3269.103760
	Iteration 191Q: 3 clusters Score -1991058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1991060.125000 Penalty: 3269.103760
	Iteration 192Q: 3 clusters Score -1991060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1991060.000000 Penalty: 3269.103760
	Iteration 193Q: 3 clusters Score -1991060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1991064.000000 Penalty: 3269.103760
	Iteration 194Q: 3 clusters Score -1991064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1991064.125000 Penalty: 3269.103760
	Iteration 195Q: 3 clusters Score -1991064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1991061.500000 Penalty: 3269.103760
	Iteration 196Q: 3 clusters Score -1991062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1991060.375000 Penalty: 3269.103760
	Iteration 197Q: 3 clusters Score -1991060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1991060.375000 Penalty: 3269.103760
	Iteration 198F: 3 clusters Score -1991060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Entering Unmasked Estep 
Score: -1590097.875000 Penalty: 1599.236084
	Iteration 0F: 2 clusters Score -1590098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1577174.875000 Penalty: 3198.472168
	Iteration 0F: 3 clusters Score -1577175 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1581874.625000 Penalty: 3198.472168
	Iteration 1F: 3 clusters Score -1581875 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1582199.750000 Penalty: 3198.472168
	Iteration 2Q: 3 clusters Score -1582200 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1582466.875000 Penalty: 3198.472168
	Iteration 3Q: 3 clusters Score -1582467 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1582672.125000 Penalty: 3198.472168
	Iteration 4Q: 3 clusters Score -1582672 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1582905.000000 Penalty: 3198.472168
	Iteration 5Q: 3 clusters Score -1582905 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1583158.375000 Penalty: 3198.472168
	Iteration 6Q: 3 clusters Score -1583158 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1583438.500000 Penalty: 3198.472168
	Iteration 7Q: 3 clusters Score -1583438 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1583766.125000 Penalty: 3198.472168
	Iteration 8Q: 3 clusters Score -1583766 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1584123.875000 Penalty: 3198.472168
	Iteration 9Q: 3 clusters Score -1584124 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1584591.625000 Penalty: 3198.472168
	Iteration 10Q: 3 clusters Score -1584592 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1585143.125000 Penalty: 3198.472168
	Iteration 11Q: 3 clusters Score -1585143 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1585764.125000 Penalty: 3198.472168
	Iteration 12F: 3 clusters Score -1585764 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1586346.750000 Penalty: 3198.472168
	Iteration 13Q: 3 clusters Score -1586347 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1586796.250000 Penalty: 3198.472168
	Iteration 14Q: 3 clusters Score -1586796 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1587156.250000 Penalty: 3198.472168
	Iteration 15Q: 3 clusters Score -1587156 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1587422.750000 Penalty: 3198.472168
	Iteration 16Q: 3 clusters Score -1587423 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1587677.375000 Penalty: 3198.472168
	Iteration 17Q: 3 clusters Score -1587677 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1587888.625000 Penalty: 3198.472168
	Iteration 18Q: 3 clusters Score -1587889 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1588049.375000 Penalty: 3198.472168
	Iteration 19Q: 3 clusters Score -1588049 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1588157.000000 Penalty: 3198.472168
	Iteration 20F: 3 clusters Score -1588157 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1588232.500000 Penalty: 3198.472168
	Iteration 21Q: 3 clusters Score -1588232 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1588278.375000 Penalty: 3198.472168
	Iteration 22Q: 3 clusters Score -1588278 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1588333.875000 Penalty: 3198.472168
	Iteration 23Q: 3 clusters Score -1588334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1588363.250000 Penalty: 3198.472168
	Iteration 24Q: 3 clusters Score -1588363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1588396.125000 Penalty: 3198.472168
	Iteration 25Q: 3 clusters Score -1588396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1588420.500000 Penalty: 3198.472168
	Iteration 26Q: 3 clusters Score -1588420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1588433.750000 Penalty: 3198.472168
	Iteration 27Q: 3 clusters Score -1588434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1588453.375000 Penalty: 3198.472168
	Iteration 28Q: 3 clusters Score -1588453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1588468.875000 Penalty: 3198.472168
	Iteration 29Q: 3 clusters Score -1588469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1588488.625000 Penalty: 3198.472168
	Iteration 30Q: 3 clusters Score -1588489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1588506.000000 Penalty: 3198.472168
	Iteration 31Q: 3 clusters Score -1588506 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1588529.000000 Penalty: 3198.472168
	Iteration 32Q: 3 clusters Score -1588529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1588555.875000 Penalty: 3198.472168
	Iteration 33Q: 3 clusters Score -1588556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1588574.375000 Penalty: 3198.472168
	Iteration 34Q: 3 clusters Score -1588574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1588601.875000 Penalty: 3198.472168
	Iteration 35Q: 3 clusters Score -1588602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1588622.375000 Penalty: 3198.472168
	Iteration 36Q: 3 clusters Score -1588622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1588636.125000 Penalty: 3198.472168
	Iteration 37Q: 3 clusters Score -1588636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1588647.500000 Penalty: 3198.472168
	Iteration 38Q: 3 clusters Score -1588648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1588669.625000 Penalty: 3198.472168
	Iteration 39Q: 3 clusters Score -1588670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1588684.000000 Penalty: 3198.472168
	Iteration 40F: 3 clusters Score -1588684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1588701.625000 Penalty: 3198.472168
	Iteration 41Q: 3 clusters Score -1588702 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1588717.250000 Penalty: 3198.472168
	Iteration 42Q: 3 clusters Score -1588717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1588738.250000 Penalty: 3198.472168
	Iteration 43Q: 3 clusters Score -1588738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1588750.875000 Penalty: 3198.472168
	Iteration 44Q: 3 clusters Score -1588751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1588760.875000 Penalty: 3198.472168
	Iteration 45Q: 3 clusters Score -1588761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1588766.875000 Penalty: 3198.472168
	Iteration 46Q: 3 clusters Score -1588767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1588771.125000 Penalty: 3198.472168
	Iteration 47Q: 3 clusters Score -1588771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1588776.750000 Penalty: 3198.472168
	Iteration 48Q: 3 clusters Score -1588777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1588791.250000 Penalty: 3198.472168
	Iteration 49Q: 3 clusters Score -1588791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1588801.750000 Penalty: 3198.472168
	Iteration 50Q: 3 clusters Score -1588802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1588814.500000 Penalty: 3198.472168
	Iteration 51Q: 3 clusters Score -1588814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1588822.875000 Penalty: 3198.472168
	Iteration 52Q: 3 clusters Score -1588823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1588832.750000 Penalty: 3198.472168
	Iteration 53Q: 3 clusters Score -1588833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1588841.750000 Penalty: 3198.472168
	Iteration 54Q: 3 clusters Score -1588842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1588844.875000 Penalty: 3198.472168
	Iteration 55Q: 3 clusters Score -1588845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1588849.750000 Penalty: 3198.472168
	Iteration 56Q: 3 clusters Score -1588850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1588855.750000 Penalty: 3198.472168
	Iteration 57Q: 3 clusters Score -1588856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1588861.625000 Penalty: 3198.472168
	Iteration 58Q: 3 clusters Score -1588862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1588864.250000 Penalty: 3198.472168
	Iteration 59Q: 3 clusters Score -1588864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1588872.625000 Penalty: 3198.472168
	Iteration 60F: 3 clusters Score -1588873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1588875.875000 Penalty: 3198.472168
	Iteration 61Q: 3 clusters Score -1588876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1588876.875000 Penalty: 3198.472168
	Iteration 62Q: 3 clusters Score -1588877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1588880.875000 Penalty: 3198.472168
	Iteration 63Q: 3 clusters Score -1588881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1588886.250000 Penalty: 3198.472168
	Iteration 64Q: 3 clusters Score -1588886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1588893.250000 Penalty: 3198.472168
	Iteration 65Q: 3 clusters Score -1588893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1588895.000000 Penalty: 3198.472168
	Iteration 66Q: 3 clusters Score -1588895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1588896.625000 Penalty: 3198.472168
	Iteration 67Q: 3 clusters Score -1588897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1588902.875000 Penalty: 3198.472168
	Iteration 68Q: 3 clusters Score -1588903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1588908.875000 Penalty: 3198.472168
	Iteration 69Q: 3 clusters Score -1588909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1588916.000000 Penalty: 3198.472168
	Iteration 70Q: 3 clusters Score -1588916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1588921.500000 Penalty: 3198.472168
	Iteration 71Q: 3 clusters Score -1588922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1588921.125000 Penalty: 3198.472168
	Iteration 72Q: 3 clusters Score -1588921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1588931.625000 Penalty: 3198.472168
	Iteration 73Q: 3 clusters Score -1588932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1588932.750000 Penalty: 3198.472168
	Iteration 74Q: 3 clusters Score -1588933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1588936.750000 Penalty: 3198.472168
	Iteration 75Q: 3 clusters Score -1588937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1588934.250000 Penalty: 3198.472168
	Iteration 76Q: 3 clusters Score -1588934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1588936.625000 Penalty: 3198.472168
	Iteration 77Q: 3 clusters Score -1588937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1588940.625000 Penalty: 3198.472168
	Iteration 78Q: 3 clusters Score -1588941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1588935.125000 Penalty: 3198.472168
	Iteration 79Q: 3 clusters Score -1588935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1588937.000000 Penalty: 3198.472168
	Iteration 80F: 3 clusters Score -1588937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1588942.750000 Penalty: 3198.472168
	Iteration 81Q: 3 clusters Score -1588943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1588943.750000 Penalty: 3198.472168
	Iteration 82Q: 3 clusters Score -1588944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1588942.500000 Penalty: 3198.472168
	Iteration 83Q: 3 clusters Score -1588942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1588949.875000 Penalty: 3198.472168
	Iteration 84Q: 3 clusters Score -1588950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1588952.500000 Penalty: 3198.472168
	Iteration 85Q: 3 clusters Score -1588952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1588951.625000 Penalty: 3198.472168
	Iteration 86Q: 3 clusters Score -1588952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1588951.625000 Penalty: 3198.472168
	Iteration 87Q: 3 clusters Score -1588952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1588955.500000 Penalty: 3198.472168
	Iteration 88Q: 3 clusters Score -1588956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1588957.750000 Penalty: 3198.472168
	Iteration 89Q: 3 clusters Score -1588958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1588964.125000 Penalty: 3198.472168
	Iteration 90Q: 3 clusters Score -1588964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1588965.500000 Penalty: 3198.472168
	Iteration 91Q: 3 clusters Score -1588966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1588967.750000 Penalty: 3198.472168
	Iteration 92Q: 3 clusters Score -1588968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1588965.375000 Penalty: 3198.472168
	Iteration 93Q: 3 clusters Score -1588965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1588968.375000 Penalty: 3198.472168
	Iteration 94Q: 3 clusters Score -1588968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1588972.875000 Penalty: 3198.472168
	Iteration 95Q: 3 clusters Score -1588973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1588976.375000 Penalty: 3198.472168
	Iteration 96Q: 3 clusters Score -1588976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1588978.500000 Penalty: 3198.472168
	Iteration 97Q: 3 clusters Score -1588978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1588979.500000 Penalty: 3198.472168
	Iteration 98Q: 3 clusters Score -1588980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1588980.500000 Penalty: 3198.472168
	Iteration 99Q: 3 clusters Score -1588980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1588981.875000 Penalty: 3198.472168
	Iteration 100F: 3 clusters Score -1588982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1588986.000000 Penalty: 3198.472168
	Iteration 101Q: 3 clusters Score -1588986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1588988.000000 Penalty: 3198.472168
	Iteration 102Q: 3 clusters Score -1588988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1588987.125000 Penalty: 3198.472168
	Iteration 103Q: 3 clusters Score -1588987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1588985.625000 Penalty: 3198.472168
	Iteration 104Q: 3 clusters Score -1588986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1588986.875000 Penalty: 3198.472168
	Iteration 105Q: 3 clusters Score -1588987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1588987.000000 Penalty: 3198.472168
	Iteration 106Q: 3 clusters Score -1588987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1588988.500000 Penalty: 3198.472168
	Iteration 107Q: 3 clusters Score -1588988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1588990.375000 Penalty: 3198.472168
	Iteration 108Q: 3 clusters Score -1588990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1588990.125000 Penalty: 3198.472168
	Iteration 109Q: 3 clusters Score -1588990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1588991.875000 Penalty: 3198.472168
	Iteration 110Q: 3 clusters Score -1588992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1588991.375000 Penalty: 3198.472168
	Iteration 111Q: 3 clusters Score -1588991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1588989.875000 Penalty: 3198.472168
	Iteration 112Q: 3 clusters Score -1588990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1588993.375000 Penalty: 3198.472168
	Iteration 113Q: 3 clusters Score -1588993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1588991.000000 Penalty: 3198.472168
	Iteration 114Q: 3 clusters Score -1588991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1588991.000000 Penalty: 3198.472168
	Iteration 115F: 3 clusters Score -1588991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Entering Unmasked Estep 
Score: -1306692.875000 Penalty: 1569.689941
	Iteration 0F: 2 clusters Score -1306693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1295984.125000 Penalty: 3139.379883
	Iteration 0F: 3 clusters Score -1295984 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1299809.250000 Penalty: 3139.379883
	Iteration 1F: 3 clusters Score -1299809 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1300271.125000 Penalty: 3139.379883
	Iteration 2F: 3 clusters Score -1300271 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1300794.375000 Penalty: 3139.379883
	Iteration 3F: 3 clusters Score -1300794 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1301474.375000 Penalty: 3139.379883
	Iteration 4F: 3 clusters Score -1301474 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1302318.125000 Penalty: 3139.379883
	Iteration 5F: 3 clusters Score -1302318 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1303150.875000 Penalty: 3139.379883
	Iteration 6F: 3 clusters Score -1303151 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1303812.125000 Penalty: 3139.379883
	Iteration 7F: 3 clusters Score -1303812 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1304251.250000 Penalty: 3139.379883
	Iteration 8Q: 3 clusters Score -1304251 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1304525.750000 Penalty: 3139.379883
	Iteration 9Q: 3 clusters Score -1304526 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1304715.750000 Penalty: 3139.379883
	Iteration 10Q: 3 clusters Score -1304716 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1304822.250000 Penalty: 3139.379883
	Iteration 11Q: 3 clusters Score -1304822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1304887.750000 Penalty: 3139.379883
	Iteration 12Q: 3 clusters Score -1304888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1304923.875000 Penalty: 3139.379883
	Iteration 13Q: 3 clusters Score -1304924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1304948.125000 Penalty: 3139.379883
	Iteration 14Q: 3 clusters Score -1304948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1304971.000000 Penalty: 3139.379883
	Iteration 15Q: 3 clusters Score -1304971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1304994.875000 Penalty: 3139.379883
	Iteration 16Q: 3 clusters Score -1304995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1305020.625000 Penalty: 3139.379883
	Iteration 17Q: 3 clusters Score -1305021 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1305039.875000 Penalty: 3139.379883
	Iteration 18Q: 3 clusters Score -1305040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1305062.375000 Penalty: 3139.379883
	Iteration 19Q: 3 clusters Score -1305062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1305081.625000 Penalty: 3139.379883
	Iteration 20F: 3 clusters Score -1305082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1305106.000000 Penalty: 3139.379883
	Iteration 21Q: 3 clusters Score -1305106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1305138.750000 Penalty: 3139.379883
	Iteration 22Q: 3 clusters Score -1305139 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1305171.625000 Penalty: 3139.379883
	Iteration 23Q: 3 clusters Score -1305172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1305217.750000 Penalty: 3139.379883
	Iteration 24Q: 3 clusters Score -1305218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1305274.625000 Penalty: 3139.379883
	Iteration 25Q: 3 clusters Score -1305275 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1305352.625000 Penalty: 3139.379883
	Iteration 26Q: 3 clusters Score -1305353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1305441.125000 Penalty: 3139.379883
	Iteration 27Q: 3 clusters Score -1305441 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1305546.500000 Penalty: 3139.379883
	Iteration 28Q: 3 clusters Score -1305546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1305655.500000 Penalty: 3139.379883
	Iteration 29Q: 3 clusters Score -1305656 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1305750.500000 Penalty: 3139.379883
	Iteration 30Q: 3 clusters Score -1305750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1305825.000000 Penalty: 3139.379883
	Iteration 31Q: 3 clusters Score -1305825 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1305900.875000 Penalty: 3139.379883
	Iteration 32Q: 3 clusters Score -1305901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1305958.250000 Penalty: 3139.379883
	Iteration 33Q: 3 clusters Score -1305958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1306010.750000 Penalty: 3139.379883
	Iteration 34Q: 3 clusters Score -1306011 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1306052.125000 Penalty: 3139.379883
	Iteration 35Q: 3 clusters Score -1306052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1306086.375000 Penalty: 3139.379883
	Iteration 36Q: 3 clusters Score -1306086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1306123.875000 Penalty: 3139.379883
	Iteration 37Q: 3 clusters Score -1306124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1306141.250000 Penalty: 3139.379883
	Iteration 38Q: 3 clusters Score -1306141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1306166.375000 Penalty: 3139.379883
	Iteration 39Q: 3 clusters Score -1306166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1306188.375000 Penalty: 3139.379883
	Iteration 40F: 3 clusters Score -1306188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1306207.125000 Penalty: 3139.379883
	Iteration 41Q: 3 clusters Score -1306207 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1306223.625000 Penalty: 3139.379883
	Iteration 42Q: 3 clusters Score -1306224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1306236.000000 Penalty: 3139.379883
	Iteration 43Q: 3 clusters Score -1306236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1306251.250000 Penalty: 3139.379883
	Iteration 44Q: 3 clusters Score -1306251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1306257.000000 Penalty: 3139.379883
	Iteration 45Q: 3 clusters Score -1306257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1306262.875000 Penalty: 3139.379883
	Iteration 46Q: 3 clusters Score -1306263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1306264.750000 Penalty: 3139.379883
	Iteration 47Q: 3 clusters Score -1306265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1306265.875000 Penalty: 3139.379883
	Iteration 48Q: 3 clusters Score -1306266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1306268.625000 Penalty: 3139.379883
	Iteration 49Q: 3 clusters Score -1306269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1306269.625000 Penalty: 3139.379883
	Iteration 50Q: 3 clusters Score -1306270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1306274.125000 Penalty: 3139.379883
	Iteration 51Q: 3 clusters Score -1306274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1306280.375000 Penalty: 3139.379883
	Iteration 52Q: 3 clusters Score -1306280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1306284.875000 Penalty: 3139.379883
	Iteration 53Q: 3 clusters Score -1306285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1306284.875000 Penalty: 3139.379883
	Iteration 54Q: 3 clusters Score -1306285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1306285.625000 Penalty: 3139.379883
	Iteration 55Q: 3 clusters Score -1306286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1306286.750000 Penalty: 3139.379883
	Iteration 56Q: 3 clusters Score -1306287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1306291.000000 Penalty: 3139.379883
	Iteration 57Q: 3 clusters Score -1306291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1306294.125000 Penalty: 3139.379883
	Iteration 58Q: 3 clusters Score -1306294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1306291.250000 Penalty: 3139.379883
	Iteration 59Q: 3 clusters Score -1306291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1306292.625000 Penalty: 3139.379883
	Iteration 60F: 3 clusters Score -1306293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1306292.375000 Penalty: 3139.379883
	Iteration 61Q: 3 clusters Score -1306292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1306294.250000 Penalty: 3139.379883
	Iteration 62Q: 3 clusters Score -1306294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1306296.750000 Penalty: 3139.379883
	Iteration 63Q: 3 clusters Score -1306297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1306300.500000 Penalty: 3139.379883
	Iteration 64Q: 3 clusters Score -1306300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1306300.750000 Penalty: 3139.379883
	Iteration 65Q: 3 clusters Score -1306301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1306301.875000 Penalty: 3139.379883
	Iteration 66Q: 3 clusters Score -1306302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1306301.250000 Penalty: 3139.379883
	Iteration 67Q: 3 clusters Score -1306301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1306299.750000 Penalty: 3139.379883
	Iteration 68Q: 3 clusters Score -1306300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1306301.500000 Penalty: 3139.379883
	Iteration 69Q: 3 clusters Score -1306302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1306299.875000 Penalty: 3139.379883
	Iteration 70Q: 3 clusters Score -1306300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1306299.750000 Penalty: 3139.379883
	Iteration 71Q: 3 clusters Score -1306300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1306299.000000 Penalty: 3139.379883
	Iteration 72Q: 3 clusters Score -1306299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1306299.750000 Penalty: 3139.379883
	Iteration 73Q: 3 clusters Score -1306300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1306299.500000 Penalty: 3139.379883
	Iteration 74Q: 3 clusters Score -1306300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1306300.125000 Penalty: 3139.379883
	Iteration 75Q: 3 clusters Score -1306300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1306301.500000 Penalty: 3139.379883
	Iteration 76Q: 3 clusters Score -1306302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1306301.500000 Penalty: 3139.379883
	Iteration 77F: 3 clusters Score -1306302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Entering Unmasked Estep 
Score: -1320445.250000 Penalty: 1565.648193
	Iteration 0F: 2 clusters Score -1320445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1309902.750000 Penalty: 3131.296387
	Iteration 0F: 3 clusters Score -1309903 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1313556.375000 Penalty: 3131.296387
	Iteration 1F: 3 clusters Score -1313556 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1313899.250000 Penalty: 3131.296387
	Iteration 2F: 3 clusters Score -1313899 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1314218.625000 Penalty: 3131.296387
	Iteration 3F: 3 clusters Score -1314219 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1314584.875000 Penalty: 3131.296387
	Iteration 4F: 3 clusters Score -1314585 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1315074.000000 Penalty: 3131.296387
	Iteration 5F: 3 clusters Score -1315074 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1315735.000000 Penalty: 3131.296387
	Iteration 6F: 3 clusters Score -1315735 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1316580.375000 Penalty: 3131.296387
	Iteration 7F: 3 clusters Score -1316580 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1317384.625000 Penalty: 3131.296387
	Iteration 8F: 3 clusters Score -1317385 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1318017.125000 Penalty: 3131.296387
	Iteration 9Q: 3 clusters Score -1318017 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1318445.125000 Penalty: 3131.296387
	Iteration 10Q: 3 clusters Score -1318445 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1318711.125000 Penalty: 3131.296387
	Iteration 11Q: 3 clusters Score -1318711 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1318832.500000 Penalty: 3131.296387
	Iteration 12Q: 3 clusters Score -1318832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1318916.000000 Penalty: 3131.296387
	Iteration 13Q: 3 clusters Score -1318916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1318966.250000 Penalty: 3131.296387
	Iteration 14Q: 3 clusters Score -1318966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1318990.750000 Penalty: 3131.296387
	Iteration 15Q: 3 clusters Score -1318991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1319003.250000 Penalty: 3131.296387
	Iteration 16Q: 3 clusters Score -1319003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1319011.250000 Penalty: 3131.296387
	Iteration 17Q: 3 clusters Score -1319011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1319016.500000 Penalty: 3131.296387
	Iteration 18Q: 3 clusters Score -1319016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1319023.875000 Penalty: 3131.296387
	Iteration 19Q: 3 clusters Score -1319024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1319024.000000 Penalty: 3131.296387
	Iteration 20F: 3 clusters Score -1319024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1319028.875000 Penalty: 3131.296387
	Iteration 21Q: 3 clusters Score -1319029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1319036.250000 Penalty: 3131.296387
	Iteration 22Q: 3 clusters Score -1319036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1319047.000000 Penalty: 3131.296387
	Iteration 23Q: 3 clusters Score -1319047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1319052.000000 Penalty: 3131.296387
	Iteration 24Q: 3 clusters Score -1319052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1319053.375000 Penalty: 3131.296387
	Iteration 25Q: 3 clusters Score -1319053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1319053.625000 Penalty: 3131.296387
	Iteration 26Q: 3 clusters Score -1319054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1319053.625000 Penalty: 3131.296387
	Iteration 27F: 3 clusters Score -1319054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Entering Unmasked Estep 
Score: -1165812.375000 Penalty: 1560.376221
	Iteration 0F: 2 clusters Score -1165812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1155590.125000 Penalty: 3120.752441
	Iteration 0F: 3 clusters Score -1155590 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1159391.750000 Penalty: 3120.752441
	Iteration 1F: 3 clusters Score -1159392 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1159917.000000 Penalty: 3120.752441
	Iteration 2F: 3 clusters Score -1159917 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1160467.250000 Penalty: 3120.752441
	Iteration 3F: 3 clusters Score -1160467 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1160961.250000 Penalty: 3120.752441
	Iteration 4F: 3 clusters Score -1160961 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1161429.625000 Penalty: 3120.752441
	Iteration 5F: 3 clusters Score -1161430 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1161904.875000 Penalty: 3120.752441
	Iteration 6F: 3 clusters Score -1161905 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1162298.000000 Penalty: 3120.752441
	Iteration 7Q: 3 clusters Score -1162298 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1162599.875000 Penalty: 3120.752441
	Iteration 8Q: 3 clusters Score -1162600 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1162859.125000 Penalty: 3120.752441
	Iteration 9Q: 3 clusters Score -1162859 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1163067.750000 Penalty: 3120.752441
	Iteration 10Q: 3 clusters Score -1163068 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1163225.125000 Penalty: 3120.752441
	Iteration 11Q: 3 clusters Score -1163225 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1163328.625000 Penalty: 3120.752441
	Iteration 12Q: 3 clusters Score -1163329 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1163415.750000 Penalty: 3120.752441
	Iteration 13Q: 3 clusters Score -1163416 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1163492.000000 Penalty: 3120.752441
	Iteration 14Q: 3 clusters Score -1163492 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1163560.375000 Penalty: 3120.752441
	Iteration 15Q: 3 clusters Score -1163560 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1163628.875000 Penalty: 3120.752441
	Iteration 16Q: 3 clusters Score -1163629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1163685.125000 Penalty: 3120.752441
	Iteration 17Q: 3 clusters Score -1163685 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1163724.125000 Penalty: 3120.752441
	Iteration 18Q: 3 clusters Score -1163724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1163757.625000 Penalty: 3120.752441
	Iteration 19Q: 3 clusters Score -1163758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1163789.750000 Penalty: 3120.752441
	Iteration 20F: 3 clusters Score -1163790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1163813.875000 Penalty: 3120.752441
	Iteration 21Q: 3 clusters Score -1163814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1163834.500000 Penalty: 3120.752441
	Iteration 22Q: 3 clusters Score -1163834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1163851.750000 Penalty: 3120.752441
	Iteration 23Q: 3 clusters Score -1163852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1163857.750000 Penalty: 3120.752441
	Iteration 24Q: 3 clusters Score -1163858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1163866.375000 Penalty: 3120.752441
	Iteration 25Q: 3 clusters Score -1163866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1163875.000000 Penalty: 3120.752441
	Iteration 26Q: 3 clusters Score -1163875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1163879.250000 Penalty: 3120.752441
	Iteration 27Q: 3 clusters Score -1163879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1163887.000000 Penalty: 3120.752441
	Iteration 28Q: 3 clusters Score -1163887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1163892.500000 Penalty: 3120.752441
	Iteration 29Q: 3 clusters Score -1163892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1163896.375000 Penalty: 3120.752441
	Iteration 30Q: 3 clusters Score -1163896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1163901.625000 Penalty: 3120.752441
	Iteration 31Q: 3 clusters Score -1163902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1163911.625000 Penalty: 3120.752441
	Iteration 32Q: 3 clusters Score -1163912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1163919.500000 Penalty: 3120.752441
	Iteration 33Q: 3 clusters Score -1163920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1163919.125000 Penalty: 3120.752441
	Iteration 34Q: 3 clusters Score -1163919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1163920.375000 Penalty: 3120.752441
	Iteration 35Q: 3 clusters Score -1163920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1163921.375000 Penalty: 3120.752441
	Iteration 36Q: 3 clusters Score -1163921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1163926.750000 Penalty: 3120.752441
	Iteration 37Q: 3 clusters Score -1163927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1163927.750000 Penalty: 3120.752441
	Iteration 38Q: 3 clusters Score -1163928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1163933.125000 Penalty: 3120.752441
	Iteration 39Q: 3 clusters Score -1163933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1163934.000000 Penalty: 3120.752441
	Iteration 40F: 3 clusters Score -1163934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1163935.250000 Penalty: 3120.752441
	Iteration 41Q: 3 clusters Score -1163935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1163943.000000 Penalty: 3120.752441
	Iteration 42Q: 3 clusters Score -1163943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1163941.000000 Penalty: 3120.752441
	Iteration 43Q: 3 clusters Score -1163941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1163948.250000 Penalty: 3120.752441
	Iteration 44Q: 3 clusters Score -1163948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1163950.000000 Penalty: 3120.752441
	Iteration 45Q: 3 clusters Score -1163950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1163952.500000 Penalty: 3120.752441
	Iteration 46Q: 3 clusters Score -1163952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1163954.750000 Penalty: 3120.752441
	Iteration 47Q: 3 clusters Score -1163955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1163956.750000 Penalty: 3120.752441
	Iteration 48Q: 3 clusters Score -1163957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1163965.125000 Penalty: 3120.752441
	Iteration 49Q: 3 clusters Score -1163965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1163962.625000 Penalty: 3120.752441
	Iteration 50Q: 3 clusters Score -1163963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1163973.500000 Penalty: 3120.752441
	Iteration 51Q: 3 clusters Score -1163974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1163978.750000 Penalty: 3120.752441
	Iteration 52Q: 3 clusters Score -1163979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1163982.250000 Penalty: 3120.752441
	Iteration 53Q: 3 clusters Score -1163982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1163986.750000 Penalty: 3120.752441
	Iteration 54Q: 3 clusters Score -1163987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1163995.750000 Penalty: 3120.752441
	Iteration 55Q: 3 clusters Score -1163996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1164003.625000 Penalty: 3120.752441
	Iteration 56Q: 3 clusters Score -1164004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1164018.125000 Penalty: 3120.752441
	Iteration 57Q: 3 clusters Score -1164018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1164030.625000 Penalty: 3120.752441
	Iteration 58Q: 3 clusters Score -1164031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1164044.625000 Penalty: 3120.752441
	Iteration 59Q: 3 clusters Score -1164045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1164052.250000 Penalty: 3120.752441
	Iteration 60F: 3 clusters Score -1164052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1164062.375000 Penalty: 3120.752441
	Iteration 61Q: 3 clusters Score -1164062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1164071.500000 Penalty: 3120.752441
	Iteration 62Q: 3 clusters Score -1164072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1164079.250000 Penalty: 3120.752441
	Iteration 63Q: 3 clusters Score -1164079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1164089.875000 Penalty: 3120.752441
	Iteration 64Q: 3 clusters Score -1164090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1164095.000000 Penalty: 3120.752441
	Iteration 65Q: 3 clusters Score -1164095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1164102.250000 Penalty: 3120.752441
	Iteration 66Q: 3 clusters Score -1164102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1164115.000000 Penalty: 3120.752441
	Iteration 67Q: 3 clusters Score -1164115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1164129.125000 Penalty: 3120.752441
	Iteration 68Q: 3 clusters Score -1164129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1164139.375000 Penalty: 3120.752441
	Iteration 69Q: 3 clusters Score -1164139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1164151.250000 Penalty: 3120.752441
	Iteration 70Q: 3 clusters Score -1164151 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1164167.250000 Penalty: 3120.752441
	Iteration 71Q: 3 clusters Score -1164167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1164176.250000 Penalty: 3120.752441
	Iteration 72Q: 3 clusters Score -1164176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1164190.500000 Penalty: 3120.752441
	Iteration 73Q: 3 clusters Score -1164190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1164205.000000 Penalty: 3120.752441
	Iteration 74Q: 3 clusters Score -1164205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1164218.875000 Penalty: 3120.752441
	Iteration 75Q: 3 clusters Score -1164219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1164235.125000 Penalty: 3120.752441
	Iteration 76Q: 3 clusters Score -1164235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1164251.375000 Penalty: 3120.752441
	Iteration 77Q: 3 clusters Score -1164251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1164271.500000 Penalty: 3120.752441
	Iteration 78Q: 3 clusters Score -1164272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1164290.250000 Penalty: 3120.752441
	Iteration 79Q: 3 clusters Score -1164290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1164316.500000 Penalty: 3120.752441
	Iteration 80F: 3 clusters Score -1164316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1164353.000000 Penalty: 3120.752441
	Iteration 81Q: 3 clusters Score -1164353 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1164389.500000 Penalty: 3120.752441
	Iteration 82Q: 3 clusters Score -1164390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1164414.000000 Penalty: 3120.752441
	Iteration 83Q: 3 clusters Score -1164414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1164431.625000 Penalty: 3120.752441
	Iteration 84Q: 3 clusters Score -1164432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1164449.750000 Penalty: 3120.752441
	Iteration 85Q: 3 clusters Score -1164450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1164461.000000 Penalty: 3120.752441
	Iteration 86Q: 3 clusters Score -1164461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1164475.625000 Penalty: 3120.752441
	Iteration 87Q: 3 clusters Score -1164476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1164479.500000 Penalty: 3120.752441
	Iteration 88Q: 3 clusters Score -1164480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1164489.875000 Penalty: 3120.752441
	Iteration 89Q: 3 clusters Score -1164490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1164500.625000 Penalty: 3120.752441
	Iteration 90Q: 3 clusters Score -1164501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1164512.000000 Penalty: 3120.752441
	Iteration 91Q: 3 clusters Score -1164512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1164519.500000 Penalty: 3120.752441
	Iteration 92Q: 3 clusters Score -1164520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1164526.250000 Penalty: 3120.752441
	Iteration 93Q: 3 clusters Score -1164526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1164534.875000 Penalty: 3120.752441
	Iteration 94Q: 3 clusters Score -1164535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1164543.250000 Penalty: 3120.752441
	Iteration 95Q: 3 clusters Score -1164543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1164557.625000 Penalty: 3120.752441
	Iteration 96Q: 3 clusters Score -1164558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1164579.750000 Penalty: 3120.752441
	Iteration 97Q: 3 clusters Score -1164580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1164595.625000 Penalty: 3120.752441
	Iteration 98Q: 3 clusters Score -1164596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1164612.625000 Penalty: 3120.752441
	Iteration 99Q: 3 clusters Score -1164613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1164624.500000 Penalty: 3120.752441
	Iteration 100F: 3 clusters Score -1164624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1164645.125000 Penalty: 3120.752441
	Iteration 101Q: 3 clusters Score -1164645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1164651.250000 Penalty: 3120.752441
	Iteration 102Q: 3 clusters Score -1164651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1164661.375000 Penalty: 3120.752441
	Iteration 103Q: 3 clusters Score -1164661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1164670.125000 Penalty: 3120.752441
	Iteration 104Q: 3 clusters Score -1164670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1164678.125000 Penalty: 3120.752441
	Iteration 105Q: 3 clusters Score -1164678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1164685.750000 Penalty: 3120.752441
	Iteration 106Q: 3 clusters Score -1164686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1164690.875000 Penalty: 3120.752441
	Iteration 107Q: 3 clusters Score -1164691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1164696.875000 Penalty: 3120.752441
	Iteration 108Q: 3 clusters Score -1164697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1164706.125000 Penalty: 3120.752441
	Iteration 109Q: 3 clusters Score -1164706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1164708.625000 Penalty: 3120.752441
	Iteration 110Q: 3 clusters Score -1164709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1164712.875000 Penalty: 3120.752441
	Iteration 111Q: 3 clusters Score -1164713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1164717.625000 Penalty: 3120.752441
	Iteration 112Q: 3 clusters Score -1164718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1164720.500000 Penalty: 3120.752441
	Iteration 113Q: 3 clusters Score -1164720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1164723.000000 Penalty: 3120.752441
	Iteration 114Q: 3 clusters Score -1164723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1164725.625000 Penalty: 3120.752441
	Iteration 115Q: 3 clusters Score -1164726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1164729.875000 Penalty: 3120.752441
	Iteration 116Q: 3 clusters Score -1164730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1164729.875000 Penalty: 3120.752441
	Iteration 117Q: 3 clusters Score -1164730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1164732.375000 Penalty: 3120.752441
	Iteration 118Q: 3 clusters Score -1164732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1164736.750000 Penalty: 3120.752441
	Iteration 119Q: 3 clusters Score -1164737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1164742.875000 Penalty: 3120.752441
	Iteration 120F: 3 clusters Score -1164743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1164749.625000 Penalty: 3120.752441
	Iteration 121Q: 3 clusters Score -1164750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1164755.875000 Penalty: 3120.752441
	Iteration 122Q: 3 clusters Score -1164756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1164760.625000 Penalty: 3120.752441
	Iteration 123Q: 3 clusters Score -1164761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1164759.500000 Penalty: 3120.752441
	Iteration 124Q: 3 clusters Score -1164760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1164763.625000 Penalty: 3120.752441
	Iteration 125Q: 3 clusters Score -1164764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1164762.875000 Penalty: 3120.752441
	Iteration 126Q: 3 clusters Score -1164763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1164766.750000 Penalty: 3120.752441
	Iteration 127Q: 3 clusters Score -1164767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1164770.375000 Penalty: 3120.752441
	Iteration 128Q: 3 clusters Score -1164770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1164770.875000 Penalty: 3120.752441
	Iteration 129Q: 3 clusters Score -1164771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1164774.875000 Penalty: 3120.752441
	Iteration 130Q: 3 clusters Score -1164775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1164773.625000 Penalty: 3120.752441
	Iteration 131Q: 3 clusters Score -1164774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1164776.375000 Penalty: 3120.752441
	Iteration 132Q: 3 clusters Score -1164776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1164778.375000 Penalty: 3120.752441
	Iteration 133Q: 3 clusters Score -1164778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1164781.375000 Penalty: 3120.752441
	Iteration 134Q: 3 clusters Score -1164781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1164784.250000 Penalty: 3120.752441
	Iteration 135Q: 3 clusters Score -1164784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1164785.750000 Penalty: 3120.752441
	Iteration 136Q: 3 clusters Score -1164786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1164786.625000 Penalty: 3120.752441
	Iteration 137Q: 3 clusters Score -1164787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1164787.000000 Penalty: 3120.752441
	Iteration 138Q: 3 clusters Score -1164787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1164787.375000 Penalty: 3120.752441
	Iteration 139Q: 3 clusters Score -1164787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1164787.375000 Penalty: 3120.752441
	Iteration 140F: 3 clusters Score -1164787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1164787.125000 Penalty: 3120.752441
	Iteration 141Q: 3 clusters Score -1164787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1164790.875000 Penalty: 3120.752441
	Iteration 142Q: 3 clusters Score -1164791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1164791.500000 Penalty: 3120.752441
	Iteration 143Q: 3 clusters Score -1164792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1164791.375000 Penalty: 3120.752441
	Iteration 144Q: 3 clusters Score -1164791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1164790.750000 Penalty: 3120.752441
	Iteration 145Q: 3 clusters Score -1164791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1164790.750000 Penalty: 3120.752441
	Iteration 146F: 3 clusters Score -1164791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 6 contains 19600 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 8686 members 
Mstep: Class 10 contains 53246 members 
Mstep: Class 11 contains 22179 members 
Mstep: Class 12 contains 19697 members 
Mstep: Class 13 contains 209420 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 13777 members 
Mstep: Class 18 contains 1122 members 
Mstep: Class 19 contains 154839 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 15672 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 14799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54397960.000000 Penalty: 60951.093750
Iteration 39Q: 29 clusters Score -5.439796e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1933 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 923 members 
Mstep: Class 6 contains 19229 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 10 contains 55583 members 
Mstep: Class 11 contains 21928 members 
Mstep: Class 12 contains 19673 members 
Mstep: Class 13 contains 209259 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 154697 members 
Mstep: Class 20 contains 23140 members 
Mstep: Class 21 contains 18483 members 
Mstep: Class 22 contains 15478 members 
Mstep: Class 23 contains 14840 members 
Mstep: Class 24 contains 15184 members 
Mstep: Class 25 contains 2683 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 4758 members 
Mstep: Class 28 contains 7111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54401224.000000 Penalty: 60951.093750
Iteration 40F: 29 clusters Score -5.440122e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 12008 members 
Mstep: Class 4 contains 2503 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 18864 members 
Mstep: Class 7 contains 1309 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 8714 members 
Mstep: Class 10 contains 56986 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 19428 members 
Mstep: Class 13 contains 209096 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 12642 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 154759 members 
Mstep: Class 20 contains 22942 members 
Mstep: Class 21 contains 18314 members 
Mstep: Class 22 contains 15276 members 
Mstep: Class 23 contains 14680 members 
Mstep: Class 24 contains 15353 members 
Mstep: Class 25 contains 2794 members 
Mstep: Class 26 contains 4856 members 
Mstep: Class 27 contains 4782 members 
Mstep: Class 28 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54402768.000000 Penalty: 60951.093750
Iteration 41Q: 29 clusters Score -5.440277e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 11948 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 1308 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 57958 members 
Mstep: Class 11 contains 21017 members 
Mstep: Class 12 contains 19212 members 
Mstep: Class 13 contains 208926 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 12348 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 4026 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 154837 members 
Mstep: Class 20 contains 22801 members 
Mstep: Class 21 contains 18219 members 
Mstep: Class 22 contains 15100 members 
Mstep: Class 23 contains 14556 members 
Mstep: Class 24 contains 15580 members 
Mstep: Class 25 contains 2869 members 
Mstep: Class 26 contains 4971 members 
Mstep: Class 27 contains 4811 members 
Mstep: Class 28 contains 7255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54403936.000000 Penalty: 60951.093750
Iteration 42Q: 29 clusters Score -5.440394e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 18201 members 
Mstep: Class 7 contains 1302 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 58694 members 
Mstep: Class 11 contains 20648 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 208787 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 12113 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 154957 members 
Mstep: Class 20 contains 22685 members 
Mstep: Class 21 contains 18124 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 14489 members 
Mstep: Class 24 contains 15791 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 4853 members 
Mstep: Class 28 contains 7278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405076.000000 Penalty: 60951.093750
Iteration 43Q: 29 clusters Score -5.440508e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 3 contains 11885 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 17877 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 8782 members 
Mstep: Class 10 contains 59298 members 
Mstep: Class 11 contains 20352 members 
Mstep: Class 12 contains 18831 members 
Mstep: Class 13 contains 208669 members 
Mstep: Class 14 contains 4997 members 
Mstep: Class 15 contains 11925 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 1278 members 
Mstep: Class 19 contains 155064 members 
Mstep: Class 20 contains 22560 members 
Mstep: Class 21 contains 18008 members 
Mstep: Class 22 contains 14823 members 
Mstep: Class 23 contains 14484 members 
Mstep: Class 24 contains 16017 members 
Mstep: Class 25 contains 2953 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 4887 members 
Mstep: Class 28 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405500.000000 Penalty: 60951.093750
Iteration 44Q: 29 clusters Score -5.44055e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 11844 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 17576 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 59830 members 
Mstep: Class 11 contains 20091 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 208558 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 11747 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 155187 members 
Mstep: Class 20 contains 22453 members 
Mstep: Class 21 contains 17906 members 
Mstep: Class 22 contains 14716 members 
Mstep: Class 23 contains 14506 members 
Mstep: Class 24 contains 16179 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 5205 members 
Mstep: Class 27 contains 4937 members 
Mstep: Class 28 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54405972.000000 Penalty: 60951.093750
Iteration 45Q: 29 clusters Score -5.440597e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 11800 members 
Mstep: Class 4 contains 2634 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 17256 members 
Mstep: Class 7 contains 1322 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 60263 members 
Mstep: Class 11 contains 19872 members 
Mstep: Class 12 contains 18471 members 
Mstep: Class 13 contains 208458 members 
Mstep: Class 14 contains 5002 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 155348 members 
Mstep: Class 20 contains 22357 members 
Mstep: Class 21 contains 17853 members 
Mstep: Class 22 contains 14634 members 
Mstep: Class 23 contains 14558 members 
Mstep: Class 24 contains 16327 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 5257 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 7326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406236.000000 Penalty: 60951.093750
Iteration 46Q: 29 clusters Score -5.440624e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 11756 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 60642 members 
Mstep: Class 11 contains 19696 members 
Mstep: Class 12 contains 18317 members 
Mstep: Class 13 contains 208366 members 
Mstep: Class 14 contains 4996 members 
Mstep: Class 15 contains 11547 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 4655 members 
Mstep: Class 18 contains 1287 members 
Mstep: Class 19 contains 155497 members 
Mstep: Class 20 contains 22268 members 
Mstep: Class 21 contains 17776 members 
Mstep: Class 22 contains 14554 members 
Mstep: Class 23 contains 14604 members 
Mstep: Class 24 contains 16480 members 
Mstep: Class 25 contains 3001 members 
Mstep: Class 26 contains 5291 members 
Mstep: Class 27 contains 5043 members 
Mstep: Class 28 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54406624.000000 Penalty: 60951.093750
Iteration 47Q: 29 clusters Score -5.440662e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 16711 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 3100 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 60981 members 
Mstep: Class 11 contains 19556 members 
Mstep: Class 12 contains 18153 members 
Mstep: Class 13 contains 208306 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 7011 members 
Mstep: Class 17 contains 4735 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 155658 members 
Mstep: Class 20 contains 22200 members 
Mstep: Class 21 contains 17644 members 
Mstep: Class 22 contains 14481 members 
Mstep: Class 23 contains 14660 members 
Mstep: Class 24 contains 16621 members 
Mstep: Class 25 contains 3013 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 5104 members 
Mstep: Class 28 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407104.000000 Penalty: 60951.093750
Iteration 48Q: 29 clusters Score -5.44071e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 2659 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 16437 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 8634 members 
Mstep: Class 10 contains 61275 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 18026 members 
Mstep: Class 13 contains 208225 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 11418 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 155843 members 
Mstep: Class 20 contains 22144 members 
Mstep: Class 21 contains 17517 members 
Mstep: Class 22 contains 14422 members 
Mstep: Class 23 contains 14719 members 
Mstep: Class 24 contains 16751 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 5350 members 
Mstep: Class 27 contains 5150 members 
Mstep: Class 28 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407208.000000 Penalty: 60951.093750
Iteration 49Q: 29 clusters Score -5.440721e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 11622 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 16186 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 8600 members 
Mstep: Class 10 contains 61496 members 
Mstep: Class 11 contains 19401 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 208143 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 11376 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 4864 members 
Mstep: Class 18 contains 1276 members 
Mstep: Class 19 contains 156007 members 
Mstep: Class 20 contains 22079 members 
Mstep: Class 21 contains 17411 members 
Mstep: Class 22 contains 14367 members 
Mstep: Class 23 contains 14755 members 
Mstep: Class 24 contains 16883 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 5200 members 
Mstep: Class 28 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407280.000000 Penalty: 60951.093750
Iteration 50Q: 29 clusters Score -5.440728e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 15944 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 8552 members 
Mstep: Class 10 contains 61684 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 17761 members 
Mstep: Class 13 contains 208076 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 11340 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 4923 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 156129 members 
Mstep: Class 20 contains 22023 members 
Mstep: Class 21 contains 17297 members 
Mstep: Class 22 contains 14323 members 
Mstep: Class 23 contains 14786 members 
Mstep: Class 24 contains 17045 members 
Mstep: Class 25 contains 3085 members 
Mstep: Class 26 contains 5416 members 
Mstep: Class 27 contains 5256 members 
Mstep: Class 28 contains 7281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407560.000000 Penalty: 60951.093750
Iteration 51Q: 29 clusters Score -5.440756e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 11577 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 15693 members 
Mstep: Class 7 contains 1403 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 61860 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 17629 members 
Mstep: Class 13 contains 208016 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 11305 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 156280 members 
Mstep: Class 20 contains 21987 members 
Mstep: Class 21 contains 17216 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 17189 members 
Mstep: Class 25 contains 3126 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 5313 members 
Mstep: Class 28 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407804.000000 Penalty: 60951.093750
Iteration 52Q: 29 clusters Score -5.44078e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 11568 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 15455 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 3124 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 62011 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 17512 members 
Mstep: Class 13 contains 207956 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 7089 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 156443 members 
Mstep: Class 20 contains 21936 members 
Mstep: Class 21 contains 17147 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 14832 members 
Mstep: Class 24 contains 17330 members 
Mstep: Class 25 contains 3159 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 5368 members 
Mstep: Class 28 contains 7243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54407964.000000 Penalty: 60951.093750
Iteration 53Q: 29 clusters Score -5.440796e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 11557 members 
Mstep: Class 4 contains 2700 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 15212 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 62138 members 
Mstep: Class 11 contains 19307 members 
Mstep: Class 12 contains 17417 members 
Mstep: Class 13 contains 207886 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 11252 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 156608 members 
Mstep: Class 20 contains 21893 members 
Mstep: Class 21 contains 17083 members 
Mstep: Class 22 contains 14199 members 
Mstep: Class 23 contains 14869 members 
Mstep: Class 24 contains 17470 members 
Mstep: Class 25 contains 3190 members 
Mstep: Class 26 contains 5481 members 
Mstep: Class 27 contains 5414 members 
Mstep: Class 28 contains 7220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408236.000000 Penalty: 60951.093750
Iteration 54Q: 29 clusters Score -5.440824e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 2703 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 3101 members 
Mstep: Class 9 contains 8301 members 
Mstep: Class 10 contains 62251 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 207802 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 11225 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 5113 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 156767 members 
Mstep: Class 20 contains 21867 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 14168 members 
Mstep: Class 23 contains 14891 members 
Mstep: Class 24 contains 17600 members 
Mstep: Class 25 contains 3221 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 5463 members 
Mstep: Class 28 contains 7203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408400.000000 Penalty: 60951.093750
Iteration 55Q: 29 clusters Score -5.44084e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 11538 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 14768 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 62359 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 17211 members 
Mstep: Class 13 contains 207720 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 11200 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 5157 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 156923 members 
Mstep: Class 20 contains 21835 members 
Mstep: Class 21 contains 16930 members 
Mstep: Class 22 contains 14146 members 
Mstep: Class 23 contains 14918 members 
Mstep: Class 24 contains 17717 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 5514 members 
Mstep: Class 28 contains 7178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408388.000000 Penalty: 60951.093750
Iteration 56Q: 29 clusters Score -5.440839e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 11522 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 14564 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 62468 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 17104 members 
Mstep: Class 13 contains 207642 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 7136 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 157062 members 
Mstep: Class 20 contains 21801 members 
Mstep: Class 21 contains 16842 members 
Mstep: Class 22 contains 14130 members 
Mstep: Class 23 contains 14951 members 
Mstep: Class 24 contains 17808 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408560.000000 Penalty: 60951.093750
Iteration 57Q: 29 clusters Score -5.440856e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3430 members 
Mstep: Class 3 contains 11507 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 14366 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 62564 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 16997 members 
Mstep: Class 13 contains 207589 members 
Mstep: Class 14 contains 5021 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 5236 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 157197 members 
Mstep: Class 20 contains 21773 members 
Mstep: Class 21 contains 16760 members 
Mstep: Class 22 contains 14105 members 
Mstep: Class 23 contains 14976 members 
Mstep: Class 24 contains 17901 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408796.000000 Penalty: 60951.093750
Iteration 58Q: 29 clusters Score -5.44088e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 11495 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 14189 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 10 contains 62655 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 16899 members 
Mstep: Class 13 contains 207541 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 11188 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 5262 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 157322 members 
Mstep: Class 20 contains 21753 members 
Mstep: Class 21 contains 16687 members 
Mstep: Class 22 contains 14079 members 
Mstep: Class 23 contains 14990 members 
Mstep: Class 24 contains 17990 members 
Mstep: Class 25 contains 3297 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 5688 members 
Mstep: Class 28 contains 7113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54408992.000000 Penalty: 60951.093750
Iteration 59Q: 29 clusters Score -5.440899e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 11487 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 14030 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 10 contains 62717 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 207514 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 11191 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 157424 members 
Mstep: Class 20 contains 21737 members 
Mstep: Class 21 contains 16619 members 
Mstep: Class 22 contains 14054 members 
Mstep: Class 23 contains 15004 members 
Mstep: Class 24 contains 18053 members 
Mstep: Class 25 contains 3320 members 
Mstep: Class 26 contains 5554 members 
Mstep: Class 27 contains 5755 members 
Mstep: Class 28 contains 7092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409260.000000 Penalty: 60951.093750
Iteration 60F: 29 clusters Score -5.440926e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 11471 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 13888 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 8041 members 
Mstep: Class 10 contains 62794 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 16688 members 
Mstep: Class 13 contains 207458 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 11195 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 157555 members 
Mstep: Class 20 contains 21724 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 15025 members 
Mstep: Class 24 contains 18094 members 
Mstep: Class 25 contains 3349 members 
Mstep: Class 26 contains 5566 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 7074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409372.000000 Penalty: 60951.093750
Iteration 61Q: 29 clusters Score -5.440937e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 11461 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13774 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 7976 members 
Mstep: Class 10 contains 62848 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 207411 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 7156 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 157637 members 
Mstep: Class 20 contains 21721 members 
Mstep: Class 21 contains 16485 members 
Mstep: Class 22 contains 14002 members 
Mstep: Class 23 contains 15037 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 3363 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 5870 members 
Mstep: Class 28 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409392.000000 Penalty: 60951.093750
Iteration 62Q: 29 clusters Score -5.440939e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 13684 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 62895 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 207352 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 7146 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 157709 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 16443 members 
Mstep: Class 22 contains 13989 members 
Mstep: Class 23 contains 15048 members 
Mstep: Class 24 contains 18161 members 
Mstep: Class 25 contains 3388 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 7045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409600.000000 Penalty: 60951.093750
Iteration 63Q: 29 clusters Score -5.44096e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 62924 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 16402 members 
Mstep: Class 13 contains 207298 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 11185 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 157776 members 
Mstep: Class 20 contains 21686 members 
Mstep: Class 21 contains 16419 members 
Mstep: Class 22 contains 13981 members 
Mstep: Class 23 contains 15070 members 
Mstep: Class 24 contains 18196 members 
Mstep: Class 25 contains 3415 members 
Mstep: Class 26 contains 5619 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 7040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409632.000000 Penalty: 60951.093750
Iteration 64Q: 29 clusters Score -5.440963e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4130 members 
Mstep: Class 3 contains 11438 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13529 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 7698 members 
Mstep: Class 10 contains 62959 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 16307 members 
Mstep: Class 13 contains 207240 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 11173 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 157830 members 
Mstep: Class 20 contains 21669 members 
Mstep: Class 21 contains 16397 members 
Mstep: Class 22 contains 13966 members 
Mstep: Class 23 contains 15084 members 
Mstep: Class 24 contains 18227 members 
Mstep: Class 25 contains 3460 members 
Mstep: Class 26 contains 5633 members 
Mstep: Class 27 contains 6016 members 
Mstep: Class 28 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54409852.000000 Penalty: 60951.093750
Iteration 65Q: 29 clusters Score -5.440985e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 13464 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 63009 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 16240 members 
Mstep: Class 13 contains 207165 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 11164 members 
Mstep: Class 16 contains 7122 members 
Mstep: Class 17 contains 5542 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 157886 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 16384 members 
Mstep: Class 22 contains 13952 members 
Mstep: Class 23 contains 15091 members 
Mstep: Class 24 contains 18242 members 
Mstep: Class 25 contains 3496 members 
Mstep: Class 26 contains 5636 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 7022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410172.000000 Penalty: 60951.093750
Iteration 66Q: 29 clusters Score -5.441017e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 11429 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13397 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 63038 members 
Mstep: Class 11 contains 19339 members 
Mstep: Class 12 contains 16168 members 
Mstep: Class 13 contains 207107 members 
Mstep: Class 14 contains 5027 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 7114 members 
Mstep: Class 17 contains 5577 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 157963 members 
Mstep: Class 20 contains 21620 members 
Mstep: Class 21 contains 16362 members 
Mstep: Class 22 contains 13926 members 
Mstep: Class 23 contains 15106 members 
Mstep: Class 24 contains 18246 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 5638 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 7016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410524.000000 Penalty: 60951.093750
Iteration 67Q: 29 clusters Score -5.441052e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 63080 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 16091 members 
Mstep: Class 13 contains 207054 members 
Mstep: Class 14 contains 5030 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 158032 members 
Mstep: Class 20 contains 21598 members 
Mstep: Class 21 contains 16330 members 
Mstep: Class 22 contains 13895 members 
Mstep: Class 23 contains 15114 members 
Mstep: Class 24 contains 18257 members 
Mstep: Class 25 contains 3571 members 
Mstep: Class 26 contains 5642 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410692.000000 Penalty: 60951.093750
Iteration 68Q: 29 clusters Score -5.441069e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4748 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 63122 members 
Mstep: Class 11 contains 19348 members 
Mstep: Class 12 contains 16035 members 
Mstep: Class 13 contains 206960 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 11170 members 
Mstep: Class 16 contains 7106 members 
Mstep: Class 17 contains 5644 members 
Mstep: Class 18 contains 1255 members 
Mstep: Class 19 contains 158093 members 
Mstep: Class 20 contains 21581 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 13868 members 
Mstep: Class 23 contains 15106 members 
Mstep: Class 24 contains 18264 members 
Mstep: Class 25 contains 3603 members 
Mstep: Class 26 contains 5647 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54410812.000000 Penalty: 60951.093750
Iteration 69Q: 29 clusters Score -5.441081e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13197 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 63152 members 
Mstep: Class 11 contains 19364 members 
Mstep: Class 12 contains 15988 members 
Mstep: Class 13 contains 206879 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 11178 members 
Mstep: Class 16 contains 7105 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 1247 members 
Mstep: Class 19 contains 158151 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 16279 members 
Mstep: Class 22 contains 13832 members 
Mstep: Class 23 contains 15104 members 
Mstep: Class 24 contains 18249 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 5649 members 
Mstep: Class 27 contains 6230 members 
Mstep: Class 28 contains 6990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411072.000000 Penalty: 60951.093750
Iteration 70Q: 29 clusters Score -5.441107e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 11413 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 63198 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 15923 members 
Mstep: Class 13 contains 206786 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 11190 members 
Mstep: Class 16 contains 7097 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 1241 members 
Mstep: Class 19 contains 158183 members 
Mstep: Class 20 contains 21546 members 
Mstep: Class 21 contains 16251 members 
Mstep: Class 22 contains 13787 members 
Mstep: Class 23 contains 15101 members 
Mstep: Class 24 contains 18240 members 
Mstep: Class 25 contains 3697 members 
Mstep: Class 26 contains 5653 members 
Mstep: Class 27 contains 6268 members 
Mstep: Class 28 contains 6980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411396.000000 Penalty: 60951.093750
Iteration 71Q: 29 clusters Score -5.44114e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 11399 members 
Mstep: Class 4 contains 2761 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13114 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 63240 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 15853 members 
Mstep: Class 13 contains 206681 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 7089 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 158200 members 
Mstep: Class 20 contains 21527 members 
Mstep: Class 21 contains 16215 members 
Mstep: Class 22 contains 13757 members 
Mstep: Class 23 contains 15110 members 
Mstep: Class 24 contains 18233 members 
Mstep: Class 25 contains 3748 members 
Mstep: Class 26 contains 5657 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 6974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411664.000000 Penalty: 60951.093750
Iteration 72Q: 29 clusters Score -5.441166e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5348 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 63253 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 15776 members 
Mstep: Class 13 contains 206566 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 11200 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 158203 members 
Mstep: Class 20 contains 21509 members 
Mstep: Class 21 contains 16184 members 
Mstep: Class 22 contains 13729 members 
Mstep: Class 23 contains 15116 members 
Mstep: Class 24 contains 18224 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 5659 members 
Mstep: Class 27 contains 6384 members 
Mstep: Class 28 contains 6954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411816.000000 Penalty: 60951.093750
Iteration 73Q: 29 clusters Score -5.441182e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5457 members 
Mstep: Class 3 contains 11382 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 63260 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 15697 members 
Mstep: Class 13 contains 206471 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 7077 members 
Mstep: Class 17 contains 5787 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 158220 members 
Mstep: Class 20 contains 21497 members 
Mstep: Class 21 contains 16152 members 
Mstep: Class 22 contains 13703 members 
Mstep: Class 23 contains 15128 members 
Mstep: Class 24 contains 18205 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 5664 members 
Mstep: Class 27 contains 6451 members 
Mstep: Class 28 contains 6943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54411744.000000 Penalty: 60951.093750
Iteration 74Q: 29 clusters Score -5.441174e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13029 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 63286 members 
Mstep: Class 11 contains 19389 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 206377 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 11190 members 
Mstep: Class 16 contains 7074 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 158246 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 21 contains 16115 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 15152 members 
Mstep: Class 24 contains 18190 members 
Mstep: Class 25 contains 3859 members 
Mstep: Class 26 contains 5668 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412076.000000 Penalty: 60951.093750
Iteration 75Q: 29 clusters Score -5.441208e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 11375 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 13007 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 8 contains 2689 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 63299 members 
Mstep: Class 11 contains 19399 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 206318 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 15 contains 11195 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 5819 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 158281 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 21 contains 16084 members 
Mstep: Class 22 contains 13630 members 
Mstep: Class 23 contains 15171 members 
Mstep: Class 24 contains 18170 members 
Mstep: Class 25 contains 3879 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 6922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412084.000000 Penalty: 60951.093750
Iteration 76Q: 29 clusters Score -5.441208e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 12985 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 63326 members 
Mstep: Class 11 contains 19405 members 
Mstep: Class 12 contains 15419 members 
Mstep: Class 13 contains 206286 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 11201 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 158306 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 21 contains 16061 members 
Mstep: Class 22 contains 13596 members 
Mstep: Class 23 contains 15188 members 
Mstep: Class 24 contains 18140 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 5671 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 6914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412228.000000 Penalty: 60951.093750
Iteration 77Q: 29 clusters Score -5.441223e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 11372 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 955 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 63348 members 
Mstep: Class 11 contains 19408 members 
Mstep: Class 12 contains 15337 members 
Mstep: Class 13 contains 206234 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 16 contains 7064 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 158340 members 
Mstep: Class 20 contains 21493 members 
Mstep: Class 21 contains 16037 members 
Mstep: Class 22 contains 13555 members 
Mstep: Class 23 contains 15198 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 3913 members 
Mstep: Class 26 contains 5677 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54412344.000000 Penalty: 60951.093750
Iteration 78Q: 29 clusters Score -5.441234e+07 nChanged 602
Entering ConstructFrom: 
Score: -54412344.000000 Penalty: 60951.093750
Entering ConstructFrom: 
Trying to split cluster 1 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -898468.187500 Penalty: 1507.811523
	Iteration 0F: 2 clusters Score -898468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -890818.000000 Penalty: 3015.623047
	Iteration 0F: 3 clusters Score -890818 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -893304.562500 Penalty: 3015.623047
	Iteration 1F: 3 clusters Score -893304.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -893620.687500 Penalty: 3015.623047
	Iteration 2F: 3 clusters Score -893620.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -893976.062500 Penalty: 3015.623047
	Iteration 3F: 3 clusters Score -893976.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -894388.000000 Penalty: 3015.623047
	Iteration 4F: 3 clusters Score -894388 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -894894.312500 Penalty: 3015.623047
	Iteration 5F: 3 clusters Score -894894.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -895413.687500 Penalty: 3015.623047
	Iteration 6F: 3 clusters Score -895413.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -895867.562500 Penalty: 3015.623047
	Iteration 7F: 3 clusters Score -895867.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -896254.687500 Penalty: 3015.623047
	Iteration 8Q: 3 clusters Score -896254.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -896571.812500 Penalty: 3015.623047
	Iteration 9Q: 3 clusters Score -896571.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -896779.375000 Penalty: 3015.623047
	Iteration 10Q: 3 clusters Score -896779.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -896955.500000 Penalty: 3015.623047
	Iteration 11Q: 3 clusters Score -896955.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -897099.562500 Penalty: 3015.623047
	Iteration 12Q: 3 clusters Score -897099.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -897208.250000 Penalty: 3015.623047
	Iteration 13Q: 3 clusters Score -897208.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -897283.125000 Penalty: 3015.623047
	Iteration 14Q: 3 clusters Score -897283.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -897331.250000 Penalty: 3015.623047
	Iteration 15Q: 3 clusters Score -897331.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -897363.812500 Penalty: 3015.623047
	Iteration 16Q: 3 clusters Score -897363.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -897388.375000 Penalty: 3015.623047
	Iteration 17Q: 3 clusters Score -897388.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -897413.187500 Penalty: 3015.623047
	Iteration 18Q: 3 clusters Score -897413.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -897442.875000 Penalty: 3015.623047
	Iteration 19Q: 3 clusters Score -897442.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -897471.125000 Penalty: 3015.623047
	Iteration 20F: 3 clusters Score -897471.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -897500.437500 Penalty: 3015.623047
	Iteration 21Q: 3 clusters Score -897500.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -897533.125000 Penalty: 3015.623047
	Iteration 22Q: 3 clusters Score -897533.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -897562.375000 Penalty: 3015.623047
	Iteration 23Q: 3 clusters Score -897562.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -897590.125000 Penalty: 3015.623047
	Iteration 24Q: 3 clusters Score -897590.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -897620.125000 Penalty: 3015.623047
	Iteration 25Q: 3 clusters Score -897620.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -897648.250000 Penalty: 3015.623047
	Iteration 26Q: 3 clusters Score -897648.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -897683.375000 Penalty: 3015.623047
	Iteration 27Q: 3 clusters Score -897683.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -897724.062500 Penalty: 3015.623047
	Iteration 28Q: 3 clusters Score -897724.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -897774.312500 Penalty: 3015.623047
	Iteration 29Q: 3 clusters Score -897774.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -897808.187500 Penalty: 3015.623047
	Iteration 30Q: 3 clusters Score -897808.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -897839.312500 Penalty: 3015.623047
	Iteration 31Q: 3 clusters Score -897839.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -897856.500000 Penalty: 3015.623047
	Iteration 32Q: 3 clusters Score -897856.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -897869.812500 Penalty: 3015.623047
	Iteration 33Q: 3 clusters Score -897869.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -897877.250000 Penalty: 3015.623047
	Iteration 34Q: 3 clusters Score -897877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -897882.187500 Penalty: 3015.623047
	Iteration 35Q: 3 clusters Score -897882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -897884.250000 Penalty: 3015.623047
	Iteration 36Q: 3 clusters Score -897884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -897887.937500 Penalty: 3015.623047
	Iteration 37Q: 3 clusters Score -897887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -897889.562500 Penalty: 3015.623047
	Iteration 38Q: 3 clusters Score -897889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -897889.000000 Penalty: 3015.623047
	Iteration 39Q: 3 clusters Score -897889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -897890.125000 Penalty: 3015.623047
	Iteration 40F: 3 clusters Score -897890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -897894.062500 Penalty: 3015.623047
	Iteration 41Q: 3 clusters Score -897894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -897896.625000 Penalty: 3015.623047
	Iteration 42Q: 3 clusters Score -897896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -897896.937500 Penalty: 3015.623047
	Iteration 43Q: 3 clusters Score -897896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -897896.750000 Penalty: 3015.623047
	Iteration 44Q: 3 clusters Score -897896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -897896.812500 Penalty: 3015.623047
	Iteration 45Q: 3 clusters Score -897896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -897896.812500 Penalty: 3015.623047
	Iteration 46F: 3 clusters Score -897896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -472804.781250 Penalty: 1409.279053
	Iteration 0F: 2 clusters Score -472804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -468283.000000 Penalty: 2818.558105
	Iteration 0F: 3 clusters Score -468283 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -469535.093750 Penalty: 2818.558105
	Iteration 1F: 3 clusters Score -469535.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -469712.906250 Penalty: 2818.558105
	Iteration 2F: 3 clusters Score -469712.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -469853.531250 Penalty: 2818.558105
	Iteration 3F: 3 clusters Score -469853.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -469956.031250 Penalty: 2818.558105
	Iteration 4Q: 3 clusters Score -469956 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -470045.375000 Penalty: 2818.558105
	Iteration 5Q: 3 clusters Score -470045.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -470121.093750 Penalty: 2818.558105
	Iteration 6Q: 3 clusters Score -470121.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -470190.406250 Penalty: 2818.558105
	Iteration 7Q: 3 clusters Score -470190.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -470258.531250 Penalty: 2818.558105
	Iteration 8Q: 3 clusters Score -470258.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -470329.437500 Penalty: 2818.558105
	Iteration 9Q: 3 clusters Score -470329.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -470388.375000 Penalty: 2818.558105
	Iteration 10Q: 3 clusters Score -470388.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -470449.187500 Penalty: 2818.558105
	Iteration 11Q: 3 clusters Score -470449.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -470510.281250 Penalty: 2818.558105
	Iteration 12Q: 3 clusters Score -470510.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -470573.093750 Penalty: 2818.558105
	Iteration 13Q: 3 clusters Score -470573.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -470632.250000 Penalty: 2818.558105
	Iteration 14Q: 3 clusters Score -470632.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -470687.812500 Penalty: 2818.558105
	Iteration 15Q: 3 clusters Score -470687.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -470750.093750 Penalty: 2818.558105
	Iteration 16Q: 3 clusters Score -470750.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -470843.718750 Penalty: 2818.558105
	Iteration 17Q: 3 clusters Score -470843.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -470927.218750 Penalty: 2818.558105
	Iteration 18Q: 3 clusters Score -470927.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -471022.875000 Penalty: 2818.558105
	Iteration 19Q: 3 clusters Score -471022.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -471122.812500 Penalty: 2818.558105
	Iteration 20F: 3 clusters Score -471122.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -471221.218750 Penalty: 2818.558105
	Iteration 21Q: 3 clusters Score -471221.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -471314.656250 Penalty: 2818.558105
	Iteration 22Q: 3 clusters Score -471314.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -471401.687500 Penalty: 2818.558105
	Iteration 23Q: 3 clusters Score -471401.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -471497.843750 Penalty: 2818.558105
	Iteration 24Q: 3 clusters Score -471497.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -471590.656250 Penalty: 2818.558105
	Iteration 25Q: 3 clusters Score -471590.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -471673.281250 Penalty: 2818.558105
	Iteration 26Q: 3 clusters Score -471673.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -471745.156250 Penalty: 2818.558105
	Iteration 27Q: 3 clusters Score -471745.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -471810.718750 Penalty: 2818.558105
	Iteration 28Q: 3 clusters Score -471810.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -471865.375000 Penalty: 2818.558105
	Iteration 29Q: 3 clusters Score -471865.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -471910.062500 Penalty: 2818.558105
	Iteration 30Q: 3 clusters Score -471910.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -471945.312500 Penalty: 2818.558105
	Iteration 31Q: 3 clusters Score -471945.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -471965.718750 Penalty: 2818.558105
	Iteration 32Q: 3 clusters Score -471965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -471973.812500 Penalty: 2818.558105
	Iteration 33Q: 3 clusters Score -471973.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -471980.375000 Penalty: 2818.558105
	Iteration 34Q: 3 clusters Score -471980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -471984.437500 Penalty: 2818.558105
	Iteration 35Q: 3 clusters Score -471984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -471988.125000 Penalty: 2818.558105
	Iteration 36Q: 3 clusters Score -471988.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -471992.500000 Penalty: 2818.558105
	Iteration 37Q: 3 clusters Score -471992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -471996.937500 Penalty: 2818.558105
	Iteration 38Q: 3 clusters Score -471996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -472004.593750 Penalty: 2818.558105
	Iteration 39Q: 3 clusters Score -472004.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -472016.875000 Penalty: 2818.558105
	Iteration 40F: 3 clusters Score -472016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -472025.718750 Penalty: 2818.558105
	Iteration 41Q: 3 clusters Score -472025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -472033.875000 Penalty: 2818.558105
	Iteration 42Q: 3 clusters Score -472033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -472036.625000 Penalty: 2818.558105
	Iteration 43Q: 3 clusters Score -472036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -472036.468750 Penalty: 2818.558105
	Iteration 44Q: 3 clusters Score -472036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -472036.468750 Penalty: 2818.558105
	Iteration 45F: 3 clusters Score -472036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -940857.312500 Penalty: 1517.501343
	Iteration 0F: 2 clusters Score -940857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -932789.875000 Penalty: 3035.002686
	Iteration 0F: 3 clusters Score -932789.9 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -935535.187500 Penalty: 3035.002686
	Iteration 1F: 3 clusters Score -935535.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -935964.750000 Penalty: 3035.002686
	Iteration 2F: 3 clusters Score -935964.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -936398.562500 Penalty: 3035.002686
	Iteration 3F: 3 clusters Score -936398.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -936897.375000 Penalty: 3035.002686
	Iteration 4F: 3 clusters Score -936897.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -937442.875000 Penalty: 3035.002686
	Iteration 5F: 3 clusters Score -937442.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -937979.437500 Penalty: 3035.002686
	Iteration 6F: 3 clusters Score -937979.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -938516.437500 Penalty: 3035.002686
	Iteration 7F: 3 clusters Score -938516.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -938906.937500 Penalty: 3035.002686
	Iteration 8Q: 3 clusters Score -938906.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -939191.375000 Penalty: 3035.002686
	Iteration 9Q: 3 clusters Score -939191.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -939415.437500 Penalty: 3035.002686
	Iteration 10Q: 3 clusters Score -939415.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -939633.812500 Penalty: 3035.002686
	Iteration 11Q: 3 clusters Score -939633.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -939924.187500 Penalty: 3035.002686
	Iteration 12Q: 3 clusters Score -939924.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -940444.000000 Penalty: 3035.002686
	Iteration 13Q: 3 clusters Score -940444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -941591.250000 Penalty: 3035.002686
	Iteration 14Q: 3 clusters Score -941591.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -943347.250000 Penalty: 3035.002686
	Iteration 15Q: 3 clusters Score -943347.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -943826.562500 Penalty: 3035.002686
	Iteration 16Q: 3 clusters Score -943826.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -943904.625000 Penalty: 3035.002686
	Iteration 17Q: 3 clusters Score -943904.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -943925.250000 Penalty: 3035.002686
	Iteration 18Q: 3 clusters Score -943925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -943936.562500 Penalty: 3035.002686
	Iteration 19Q: 3 clusters Score -943936.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -943948.250000 Penalty: 3035.002686
	Iteration 20F: 3 clusters Score -943948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -943954.625000 Penalty: 3035.002686
	Iteration 21Q: 3 clusters Score -943954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -943960.250000 Penalty: 3035.002686
	Iteration 22Q: 3 clusters Score -943960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -943964.187500 Penalty: 3035.002686
	Iteration 23Q: 3 clusters Score -943964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -943966.375000 Penalty: 3035.002686
	Iteration 24Q: 3 clusters Score -943966.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -943970.562500 Penalty: 3035.002686
	Iteration 25Q: 3 clusters Score -943970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -943973.687500 Penalty: 3035.002686
	Iteration 26Q: 3 clusters Score -943973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -943978.312500 Penalty: 3035.002686
	Iteration 27Q: 3 clusters Score -943978.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -943986.625000 Penalty: 3035.002686
	Iteration 28Q: 3 clusters Score -943986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -943989.062500 Penalty: 3035.002686
	Iteration 29Q: 3 clusters Score -943989.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -943999.062500 Penalty: 3035.002686
	Iteration 30Q: 3 clusters Score -943999.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -944010.062500 Penalty: 3035.002686
	Iteration 31Q: 3 clusters Score -944010.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -944031.875000 Penalty: 3035.002686
	Iteration 32Q: 3 clusters Score -944031.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -944050.125000 Penalty: 3035.002686
	Iteration 33Q: 3 clusters Score -944050.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -944075.875000 Penalty: 3035.002686
	Iteration 34Q: 3 clusters Score -944075.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -944101.937500 Penalty: 3035.002686
	Iteration 35Q: 3 clusters Score -944101.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -944122.187500 Penalty: 3035.002686
	Iteration 36Q: 3 clusters Score -944122.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -944140.125000 Penalty: 3035.002686
	Iteration 37Q: 3 clusters Score -944140.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -944154.750000 Penalty: 3035.002686
	Iteration 38Q: 3 clusters Score -944154.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -944169.187500 Penalty: 3035.002686
	Iteration 39Q: 3 clusters Score -944169.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -944181.125000 Penalty: 3035.002686
	Iteration 40F: 3 clusters Score -944181.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -944202.687500 Penalty: 3035.002686
	Iteration 41Q: 3 clusters Score -944202.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -944230.687500 Penalty: 3035.002686
	Iteration 42Q: 3 clusters Score -944230.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -944282.750000 Penalty: 3035.002686
	Iteration 43Q: 3 clusters Score -944282.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -944361.500000 Penalty: 3035.002686
	Iteration 44Q: 3 clusters Score -944361.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -944471.750000 Penalty: 3035.002686
	Iteration 45Q: 3 clusters Score -944471.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -944594.062500 Penalty: 3035.002686
	Iteration 46Q: 3 clusters Score -944594.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -944704.375000 Penalty: 3035.002686
	Iteration 47Q: 3 clusters Score -944704.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -944769.750000 Penalty: 3035.002686
	Iteration 48Q: 3 clusters Score -944769.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -944808.812500 Penalty: 3035.002686
	Iteration 49Q: 3 clusters Score -944808.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -944837.500000 Penalty: 3035.002686
	Iteration 50Q: 3 clusters Score -944837.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -944847.812500 Penalty: 3035.002686
	Iteration 51Q: 3 clusters Score -944847.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -944854.062500 Penalty: 3035.002686
	Iteration 52Q: 3 clusters Score -944854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -944859.500000 Penalty: 3035.002686
	Iteration 53Q: 3 clusters Score -944859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -944863.000000 Penalty: 3035.002686
	Iteration 54Q: 3 clusters Score -944863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -944865.187500 Penalty: 3035.002686
	Iteration 55Q: 3 clusters Score -944865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -944867.000000 Penalty: 3035.002686
	Iteration 56Q: 3 clusters Score -944867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -944868.500000 Penalty: 3035.002686
	Iteration 57Q: 3 clusters Score -944868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -944867.562500 Penalty: 3035.002686
	Iteration 58Q: 3 clusters Score -944867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -944906.500000 Penalty: 3035.002686
	Iteration 59F: 3 clusters Score -944906.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -944930.187500 Penalty: 3035.002686
	Iteration 60F: 3 clusters Score -944930.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -944938.875000 Penalty: 3035.002686
	Iteration 61Q: 3 clusters Score -944938.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -944944.937500 Penalty: 3035.002686
	Iteration 62Q: 3 clusters Score -944944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -944951.250000 Penalty: 3035.002686
	Iteration 63Q: 3 clusters Score -944951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -944953.125000 Penalty: 3035.002686
	Iteration 64Q: 3 clusters Score -944953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -944953.312500 Penalty: 3035.002686
	Iteration 65Q: 3 clusters Score -944953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -944954.375000 Penalty: 3035.002686
	Iteration 66Q: 3 clusters Score -944954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -944952.937500 Penalty: 3035.002686
	Iteration 67Q: 3 clusters Score -944952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -944952.687500 Penalty: 3035.002686
	Iteration 68Q: 3 clusters Score -944952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -944953.937500 Penalty: 3035.002686
	Iteration 69Q: 3 clusters Score -944953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -944953.375000 Penalty: 3035.002686
	Iteration 70Q: 3 clusters Score -944953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -944953.375000 Penalty: 3035.002686
	Iteration 71F: 3 clusters Score -944953.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 15266 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 7347 members 
Entering Unmasked Estep 
Score: -54416092.000000 Penalty: 63127.917969
Splitting cluster 3 changes total score from -54412344.000000 to -54416092.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -229623.281250 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -229623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -227010.265625 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -227010.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -227597.859375 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -227597.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -227748.812500 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -227748.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -227857.500000 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -227857.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227949.015625 Penalty: 2577.083008
	Iteration 4Q: 3 clusters Score -227949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228027.078125 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -228027.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -228107.078125 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -228107.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -228190.296875 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -228190.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228273.250000 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -228273.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -228361.156250 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -228361.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -228453.796875 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -228453.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228543.203125 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -228543.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -228628.515625 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -228628.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228709.390625 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -228709.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228777.156250 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -228777.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -228836.890625 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -228836.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228901.203125 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -228901.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -228950.531250 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -228950.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229008.890625 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -229008.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229072.156250 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -229072.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -229160.796875 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -229160.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -229198.515625 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -229198.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229229.687500 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -229229.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -229259.765625 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -229259.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229277.000000 Penalty: 2577.083008
	Iteration 24Q: 3 clusters Score -229277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229290.593750 Penalty: 2577.083008
	Iteration 25Q: 3 clusters Score -229290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229296.984375 Penalty: 2577.083008
	Iteration 26Q: 3 clusters Score -229297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229298.921875 Penalty: 2577.083008
	Iteration 27Q: 3 clusters Score -229298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229299.890625 Penalty: 2577.083008
	Iteration 28Q: 3 clusters Score -229299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229300.843750 Penalty: 2577.083008
	Iteration 29Q: 3 clusters Score -229300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229301.562500 Penalty: 2577.083008
	Iteration 30Q: 3 clusters Score -229301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -229302.000000 Penalty: 2577.083008
	Iteration 31Q: 3 clusters Score -229302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -229302.000000 Penalty: 2577.083008
	Iteration 32F: 3 clusters Score -229302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -76704.656250 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -76704.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75307.671875 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -75307.67 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75530.640625 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -75530.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75588.890625 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -75588.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75616.656250 Penalty: 2230.736084
	Iteration 3Q: 3 clusters Score -75616.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75638.523438 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -75638.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75647.398438 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -75647.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75656.585938 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -75656.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75662.500000 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -75662.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75667.664062 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -75667.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75669.835938 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -75669.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75670.921875 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -75670.92 nChanged 1
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: -75671.539062 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -75671.54 nChanged 0
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: -75671.539062 Penalty: 2230.736084
	Iteration 12F: 3 clusters Score -75671.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1099327.125000 Penalty: 1538.751099
	Iteration 0F: 2 clusters Score -1099327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1090373.500000 Penalty: 3077.502197
	Iteration 0F: 3 clusters Score -1090374 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1093661.750000 Penalty: 3077.502197
	Iteration 1F: 3 clusters Score -1093662 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1094250.375000 Penalty: 3077.502197
	Iteration 2F: 3 clusters Score -1094250 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1094879.250000 Penalty: 3077.502197
	Iteration 3F: 3 clusters Score -1094879 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1095570.750000 Penalty: 3077.502197
	Iteration 4F: 3 clusters Score -1095571 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1096238.500000 Penalty: 3077.502197
	Iteration 5F: 3 clusters Score -1096238 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1096779.875000 Penalty: 3077.502197
	Iteration 6F: 3 clusters Score -1096780 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1097174.375000 Penalty: 3077.502197
	Iteration 7Q: 3 clusters Score -1097174 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1097488.000000 Penalty: 3077.502197
	Iteration 8Q: 3 clusters Score -1097488 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1097704.250000 Penalty: 3077.502197
	Iteration 9Q: 3 clusters Score -1097704 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1097841.625000 Penalty: 3077.502197
	Iteration 10Q: 3 clusters Score -1097842 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1097932.125000 Penalty: 3077.502197
	Iteration 11Q: 3 clusters Score -1097932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1098008.375000 Penalty: 3077.502197
	Iteration 12Q: 3 clusters Score -1098008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1098072.250000 Penalty: 3077.502197
	Iteration 13Q: 3 clusters Score -1098072 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1098142.500000 Penalty: 3077.502197
	Iteration 14Q: 3 clusters Score -1098142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1098182.750000 Penalty: 3077.502197
	Iteration 15Q: 3 clusters Score -1098183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1098202.500000 Penalty: 3077.502197
	Iteration 16Q: 3 clusters Score -1098202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1098225.625000 Penalty: 3077.502197
	Iteration 17Q: 3 clusters Score -1098226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1098243.375000 Penalty: 3077.502197
	Iteration 18Q: 3 clusters Score -1098243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1098262.250000 Penalty: 3077.502197
	Iteration 19Q: 3 clusters Score -1098262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1098285.250000 Penalty: 3077.502197
	Iteration 20F: 3 clusters Score -1098285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1098298.875000 Penalty: 3077.502197
	Iteration 21Q: 3 clusters Score -1098299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1098311.125000 Penalty: 3077.502197
	Iteration 22Q: 3 clusters Score -1098311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1098320.500000 Penalty: 3077.502197
	Iteration 23Q: 3 clusters Score -1098320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1098331.250000 Penalty: 3077.502197
	Iteration 24Q: 3 clusters Score -1098331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1098343.875000 Penalty: 3077.502197
	Iteration 25Q: 3 clusters Score -1098344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1098350.750000 Penalty: 3077.502197
	Iteration 26Q: 3 clusters Score -1098351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1098355.875000 Penalty: 3077.502197
	Iteration 27Q: 3 clusters Score -1098356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1098360.875000 Penalty: 3077.502197
	Iteration 28Q: 3 clusters Score -1098361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1098367.000000 Penalty: 3077.502197
	Iteration 29Q: 3 clusters Score -1098367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1098367.750000 Penalty: 3077.502197
	Iteration 30Q: 3 clusters Score -1098368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1098369.250000 Penalty: 3077.502197
	Iteration 31Q: 3 clusters Score -1098369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1098373.875000 Penalty: 3077.502197
	Iteration 32Q: 3 clusters Score -1098374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1098375.000000 Penalty: 3077.502197
	Iteration 33Q: 3 clusters Score -1098375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1098378.625000 Penalty: 3077.502197
	Iteration 34Q: 3 clusters Score -1098379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1098377.500000 Penalty: 3077.502197
	Iteration 35Q: 3 clusters Score -1098378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1098376.500000 Penalty: 3077.502197
	Iteration 36Q: 3 clusters Score -1098376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1098379.500000 Penalty: 3077.502197
	Iteration 37Q: 3 clusters Score -1098380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1098380.250000 Penalty: 3077.502197
	Iteration 38Q: 3 clusters Score -1098380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1098381.875000 Penalty: 3077.502197
	Iteration 39Q: 3 clusters Score -1098382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1098383.000000 Penalty: 3077.502197
	Iteration 40F: 3 clusters Score -1098383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1098385.000000 Penalty: 3077.502197
	Iteration 41Q: 3 clusters Score -1098385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1098386.375000 Penalty: 3077.502197
	Iteration 42Q: 3 clusters Score -1098386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1098388.125000 Penalty: 3077.502197
	Iteration 43Q: 3 clusters Score -1098388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1098387.750000 Penalty: 3077.502197
	Iteration 44Q: 3 clusters Score -1098388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1098388.625000 Penalty: 3077.502197
	Iteration 45Q: 3 clusters Score -1098389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1098394.500000 Penalty: 3077.502197
	Iteration 46Q: 3 clusters Score -1098394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1098395.000000 Penalty: 3077.502197
	Iteration 47Q: 3 clusters Score -1098395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1098396.500000 Penalty: 3077.502197
	Iteration 48Q: 3 clusters Score -1098396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1098399.000000 Penalty: 3077.502197
	Iteration 49Q: 3 clusters Score -1098399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1098403.000000 Penalty: 3077.502197
	Iteration 50Q: 3 clusters Score -1098403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1098406.875000 Penalty: 3077.502197
	Iteration 51Q: 3 clusters Score -1098407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1098407.625000 Penalty: 3077.502197
	Iteration 52Q: 3 clusters Score -1098408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1098412.500000 Penalty: 3077.502197
	Iteration 53Q: 3 clusters Score -1098412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1098412.000000 Penalty: 3077.502197
	Iteration 54Q: 3 clusters Score -1098412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1098412.000000 Penalty: 3077.502197
	Iteration 55Q: 3 clusters Score -1098412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1098414.000000 Penalty: 3077.502197
	Iteration 56Q: 3 clusters Score -1098414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1098414.875000 Penalty: 3077.502197
	Iteration 57Q: 3 clusters Score -1098415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1098416.000000 Penalty: 3077.502197
	Iteration 58Q: 3 clusters Score -1098416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1098419.500000 Penalty: 3077.502197
	Iteration 59Q: 3 clusters Score -1098420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1098418.125000 Penalty: 3077.502197
	Iteration 60F: 3 clusters Score -1098418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1098416.625000 Penalty: 3077.502197
	Iteration 61Q: 3 clusters Score -1098417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1098415.750000 Penalty: 3077.502197
	Iteration 62Q: 3 clusters Score -1098416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1098417.750000 Penalty: 3077.502197
	Iteration 63Q: 3 clusters Score -1098418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1098418.875000 Penalty: 3077.502197
	Iteration 64Q: 3 clusters Score -1098419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1098418.875000 Penalty: 3077.502197
	Iteration 65F: 3 clusters Score -1098419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -129322.742188 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -129322.7 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 957 members 
Entering Unmasked Estep 
Score: -127376.125000 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -127376.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -128009.039062 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -128009 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -128235.562500 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -128235.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -128376.226562 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -128376.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -128496.789062 Penalty: 2452.423340
	Iteration 4F: 3 clusters Score -128496.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -128627.875000 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -128627.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -128734.718750 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -128734.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128790.781250 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -128790.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128821.328125 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -128821.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -128846.218750 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -128846.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -128869.781250 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -128869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -128878.921875 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -128878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128886.593750 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -128886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -128898.906250 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -128898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -128906.148438 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -128906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128910.406250 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -128910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -128916.078125 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -128916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -128923.156250 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -128923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128927.789062 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -128927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -128931.179688 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -128931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128956.515625 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -128956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -128994.828125 Penalty: 2452.423340
	Iteration 21Q: 3 clusters Score -128994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -129009.039062 Penalty: 2452.423340
	Iteration 22Q: 3 clusters Score -129009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -129015.265625 Penalty: 2452.423340
	Iteration 23Q: 3 clusters Score -129015.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -129023.218750 Penalty: 2452.423340
	Iteration 24Q: 3 clusters Score -129023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -129026.906250 Penalty: 2452.423340
	Iteration 25Q: 3 clusters Score -129026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -129033.789062 Penalty: 2452.423340
	Iteration 26Q: 3 clusters Score -129033.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -129047.242188 Penalty: 2452.423340
	Iteration 27Q: 3 clusters Score -129047.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -129064.195312 Penalty: 2452.423340
	Iteration 28Q: 3 clusters Score -129064.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -129083.906250 Penalty: 2452.423340
	Iteration 29Q: 3 clusters Score -129083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -129100.750000 Penalty: 2452.423340
	Iteration 30Q: 3 clusters Score -129100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -129114.093750 Penalty: 2452.423340
	Iteration 31Q: 3 clusters Score -129114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129120.648438 Penalty: 2452.423340
	Iteration 32Q: 3 clusters Score -129120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -129124.398438 Penalty: 2452.423340
	Iteration 33Q: 3 clusters Score -129124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -129126.570312 Penalty: 2452.423340
	Iteration 34Q: 3 clusters Score -129126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -129128.710938 Penalty: 2452.423340
	Iteration 35Q: 3 clusters Score -129128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -129131.257812 Penalty: 2452.423340
	Iteration 36Q: 3 clusters Score -129131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -129135.328125 Penalty: 2452.423340
	Iteration 37Q: 3 clusters Score -129135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -129136.531250 Penalty: 2452.423340
	Iteration 38Q: 3 clusters Score -129136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -129136.843750 Penalty: 2452.423340
	Iteration 39Q: 3 clusters Score -129136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -129136.843750 Penalty: 2452.423340
	Iteration 40F: 3 clusters Score -129136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -216759.875000 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -216759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -214218.171875 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -214218.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -214792.531250 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -214792.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214945.875000 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -214945.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -215055.937500 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -215055.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -215121.968750 Penalty: 2570.464600
	Iteration 4Q: 3 clusters Score -215122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -215169.421875 Penalty: 2570.464600
	Iteration 5Q: 3 clusters Score -215169.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -215211.000000 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -215211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215242.296875 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -215242.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -215283.250000 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -215283.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215325.625000 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -215325.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215362.515625 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -215362.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215404.359375 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -215404.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215448.250000 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -215448.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215483.593750 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -215483.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -215520.875000 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -215520.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215562.687500 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -215562.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -215592.546875 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -215592.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -215623.218750 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -215623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215646.484375 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -215646.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -215671.078125 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -215671.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215693.890625 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -215693.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215717.562500 Penalty: 2570.464600
	Iteration 21Q: 3 clusters Score -215717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215733.765625 Penalty: 2570.464600
	Iteration 22Q: 3 clusters Score -215733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -215743.734375 Penalty: 2570.464600
	Iteration 23Q: 3 clusters Score -215743.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -215751.578125 Penalty: 2570.464600
	Iteration 24Q: 3 clusters Score -215751.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -215759.796875 Penalty: 2570.464600
	Iteration 25Q: 3 clusters Score -215759.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -215771.890625 Penalty: 2570.464600
	Iteration 26Q: 3 clusters Score -215771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -215776.203125 Penalty: 2570.464600
	Iteration 27Q: 3 clusters Score -215776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -215777.484375 Penalty: 2570.464600
	Iteration 28Q: 3 clusters Score -215777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -215779.328125 Penalty: 2570.464600
	Iteration 29Q: 3 clusters Score -215779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215780.765625 Penalty: 2570.464600
	Iteration 30Q: 3 clusters Score -215780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -215780.812500 Penalty: 2570.464600
	Iteration 31Q: 3 clusters Score -215780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215782.156250 Penalty: 2570.464600
	Iteration 32Q: 3 clusters Score -215782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215782.156250 Penalty: 2570.464600
	Iteration 33F: 3 clusters Score -215782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -604212.187500 Penalty: 1448.997559
	Iteration 0F: 2 clusters Score -604212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -598560.750000 Penalty: 2897.995117
	Iteration 0F: 3 clusters Score -598560.8 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -600405.375000 Penalty: 2897.995117
	Iteration 1F: 3 clusters Score -600405.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -600643.875000 Penalty: 2897.995117
	Iteration 2F: 3 clusters Score -600643.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -600858.062500 Penalty: 2897.995117
	Iteration 3F: 3 clusters Score -600858.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -601076.312500 Penalty: 2897.995117
	Iteration 4Q: 3 clusters Score -601076.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -601321.125000 Penalty: 2897.995117
	Iteration 5F: 3 clusters Score -601321.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -601568.312500 Penalty: 2897.995117
	Iteration 6F: 3 clusters Score -601568.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -601837.062500 Penalty: 2897.995117
	Iteration 7Q: 3 clusters Score -601837.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -602062.437500 Penalty: 2897.995117
	Iteration 8Q: 3 clusters Score -602062.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -602223.062500 Penalty: 2897.995117
	Iteration 9Q: 3 clusters Score -602223.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -602372.187500 Penalty: 2897.995117
	Iteration 10Q: 3 clusters Score -602372.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -602482.187500 Penalty: 2897.995117
	Iteration 11Q: 3 clusters Score -602482.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -602590.625000 Penalty: 2897.995117
	Iteration 12Q: 3 clusters Score -602590.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -602678.500000 Penalty: 2897.995117
	Iteration 13Q: 3 clusters Score -602678.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -602750.375000 Penalty: 2897.995117
	Iteration 14Q: 3 clusters Score -602750.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -602818.125000 Penalty: 2897.995117
	Iteration 15Q: 3 clusters Score -602818.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -602889.375000 Penalty: 2897.995117
	Iteration 16Q: 3 clusters Score -602889.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -602940.187500 Penalty: 2897.995117
	Iteration 17Q: 3 clusters Score -602940.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -602976.125000 Penalty: 2897.995117
	Iteration 18Q: 3 clusters Score -602976.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -602999.125000 Penalty: 2897.995117
	Iteration 19Q: 3 clusters Score -602999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -603012.437500 Penalty: 2897.995117
	Iteration 20F: 3 clusters Score -603012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -603022.062500 Penalty: 2897.995117
	Iteration 21Q: 3 clusters Score -603022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -603031.625000 Penalty: 2897.995117
	Iteration 22Q: 3 clusters Score -603031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -603040.812500 Penalty: 2897.995117
	Iteration 23Q: 3 clusters Score -603040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -603043.375000 Penalty: 2897.995117
	Iteration 24Q: 3 clusters Score -603043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -603043.500000 Penalty: 2897.995117
	Iteration 25Q: 3 clusters Score -603043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -603043.500000 Penalty: 2897.995117
	Iteration 26F: 3 clusters Score -603043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Entering Unmasked Estep 
Score: -5443448.500000 Penalty: 1796.682739
	Iteration 0F: 2 clusters Score -5443448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -5400984.500000 Penalty: 3593.365479
	Iteration 0F: 3 clusters Score -5400984 nChanged 29777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5417999.000000 Penalty: 3593.365479
	Iteration 1F: 3 clusters Score -5417999 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5418659.000000 Penalty: 3593.365479
	Iteration 2Q: 3 clusters Score -5418659 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5419417.500000 Penalty: 3593.365479
	Iteration 3Q: 3 clusters Score -5419418 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -5420277.000000 Penalty: 3593.365479
	Iteration 4Q: 3 clusters Score -5420277 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5421268.000000 Penalty: 3593.365479
	Iteration 5Q: 3 clusters Score -5421268 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -5422377.000000 Penalty: 3593.365479
	Iteration 6Q: 3 clusters Score -5422377 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5423734.500000 Penalty: 3593.365479
	Iteration 7Q: 3 clusters Score -5423734 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5425499.000000 Penalty: 3593.365479
	Iteration 8F: 3 clusters Score -5425499 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5427634.000000 Penalty: 3593.365479
	Iteration 9F: 3 clusters Score -5427634 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5429795.500000 Penalty: 3593.365479
	Iteration 10F: 3 clusters Score -5429796 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5431533.500000 Penalty: 3593.365479
	Iteration 11Q: 3 clusters Score -5431534 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5432659.000000 Penalty: 3593.365479
	Iteration 12Q: 3 clusters Score -5432659 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -5433201.500000 Penalty: 3593.365479
	Iteration 13Q: 3 clusters Score -5433202 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5433588.500000 Penalty: 3593.365479
	Iteration 14Q: 3 clusters Score -5433588 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5434000.500000 Penalty: 3593.365479
	Iteration 15Q: 3 clusters Score -5434000 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5434402.500000 Penalty: 3593.365479
	Iteration 16Q: 3 clusters Score -5434402 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5434803.500000 Penalty: 3593.365479
	Iteration 17Q: 3 clusters Score -5434804 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5435216.500000 Penalty: 3593.365479
	Iteration 18Q: 3 clusters Score -5435216 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -5435624.500000 Penalty: 3593.365479
	Iteration 19Q: 3 clusters Score -5435624 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5435972.000000 Penalty: 3593.365479
	Iteration 20F: 3 clusters Score -5435972 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5436332.000000 Penalty: 3593.365479
	Iteration 21Q: 3 clusters Score -5436332 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -5436653.000000 Penalty: 3593.365479
	Iteration 22Q: 3 clusters Score -5436653 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5437009.500000 Penalty: 3593.365479
	Iteration 23Q: 3 clusters Score -5437010 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5437453.000000 Penalty: 3593.365479
	Iteration 24Q: 3 clusters Score -5437453 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -5437885.500000 Penalty: 3593.365479
	Iteration 25Q: 3 clusters Score -5437886 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -5438346.000000 Penalty: 3593.365479
	Iteration 26Q: 3 clusters Score -5438346 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -5438736.500000 Penalty: 3593.365479
	Iteration 27Q: 3 clusters Score -5438736 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5439098.000000 Penalty: 3593.365479
	Iteration 28Q: 3 clusters Score -5439098 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -5439460.000000 Penalty: 3593.365479
	Iteration 29Q: 3 clusters Score -5439460 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5439789.500000 Penalty: 3593.365479
	Iteration 30Q: 3 clusters Score -5439790 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5440110.500000 Penalty: 3593.365479
	Iteration 31Q: 3 clusters Score -5440110 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5440414.500000 Penalty: 3593.365479
	Iteration 32Q: 3 clusters Score -5440414 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -5440717.500000 Penalty: 3593.365479
	Iteration 33Q: 3 clusters Score -5440718 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5440984.500000 Penalty: 3593.365479
	Iteration 34Q: 3 clusters Score -5440984 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5441206.500000 Penalty: 3593.365479
	Iteration 35Q: 3 clusters Score -5441206 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5441408.500000 Penalty: 3593.365479
	Iteration 36Q: 3 clusters Score -5441408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5441573.500000 Penalty: 3593.365479
	Iteration 37Q: 3 clusters Score -5441574 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5441689.500000 Penalty: 3593.365479
	Iteration 38Q: 3 clusters Score -5441690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5441764.500000 Penalty: 3593.365479
	Iteration 39Q: 3 clusters Score -5441764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5441829.000000 Penalty: 3593.365479
	Iteration 40F: 3 clusters Score -5441829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5441868.000000 Penalty: 3593.365479
	Iteration 41Q: 3 clusters Score -5441868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5441915.000000 Penalty: 3593.365479
	Iteration 42Q: 3 clusters Score -5441915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5441938.000000 Penalty: 3593.365479
	Iteration 43Q: 3 clusters Score -5441938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5441978.500000 Penalty: 3593.365479
	Iteration 44Q: 3 clusters Score -5441978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5442009.000000 Penalty: 3593.365479
	Iteration 45Q: 3 clusters Score -5442009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5442030.000000 Penalty: 3593.365479
	Iteration 46Q: 3 clusters Score -5442030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5442040.500000 Penalty: 3593.365479
	Iteration 47Q: 3 clusters Score -5442040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5442049.000000 Penalty: 3593.365479
	Iteration 48Q: 3 clusters Score -5442049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5442051.500000 Penalty: 3593.365479
	Iteration 49Q: 3 clusters Score -5442052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5442051.000000 Penalty: 3593.365479
	Iteration 50Q: 3 clusters Score -5442051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5442058.500000 Penalty: 3593.365479
	Iteration 51Q: 3 clusters Score -5442058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5442060.500000 Penalty: 3593.365479
	Iteration 52Q: 3 clusters Score -5442060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5442072.500000 Penalty: 3593.365479
	Iteration 53Q: 3 clusters Score -5442072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5442080.000000 Penalty: 3593.365479
	Iteration 54Q: 3 clusters Score -5442080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5442079.000000 Penalty: 3593.365479
	Iteration 55Q: 3 clusters Score -5442079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5442092.500000 Penalty: 3593.365479
	Iteration 56Q: 3 clusters Score -5442092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5442100.500000 Penalty: 3593.365479
	Iteration 57Q: 3 clusters Score -5442100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5442106.500000 Penalty: 3593.365479
	Iteration 58Q: 3 clusters Score -5442106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5442110.000000 Penalty: 3593.365479
	Iteration 59Q: 3 clusters Score -5442110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5442116.500000 Penalty: 3593.365479
	Iteration 60F: 3 clusters Score -5442116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5442115.000000 Penalty: 3593.365479
	Iteration 61Q: 3 clusters Score -5442115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5442113.500000 Penalty: 3593.365479
	Iteration 62Q: 3 clusters Score -5442114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5442114.500000 Penalty: 3593.365479
	Iteration 63Q: 3 clusters Score -5442114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5442111.000000 Penalty: 3593.365479
	Iteration 64Q: 3 clusters Score -5442111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5442111.000000 Penalty: 3593.365479
	Iteration 65F: 3 clusters Score -5442111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -1636594.375000 Penalty: 1604.442505
	Iteration 0F: 2 clusters Score -1636594 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 9699 members 
Entering Unmasked Estep 
Score: -1623343.375000 Penalty: 3208.885010
	Iteration 0F: 3 clusters Score -1623343 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1629013.500000 Penalty: 3208.885010
	Iteration 1F: 3 clusters Score -1629014 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1629772.250000 Penalty: 3208.885010
	Iteration 2F: 3 clusters Score -1629772 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1630396.250000 Penalty: 3208.885010
	Iteration 3F: 3 clusters Score -1630396 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1630928.250000 Penalty: 3208.885010
	Iteration 4F: 3 clusters Score -1630928 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1631470.750000 Penalty: 3208.885010
	Iteration 5F: 3 clusters Score -1631471 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1632144.125000 Penalty: 3208.885010
	Iteration 6F: 3 clusters Score -1632144 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1632931.875000 Penalty: 3208.885010
	Iteration 7F: 3 clusters Score -1632932 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1633650.500000 Penalty: 3208.885010
	Iteration 8F: 3 clusters Score -1633650 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1634189.375000 Penalty: 3208.885010
	Iteration 9Q: 3 clusters Score -1634189 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1634524.750000 Penalty: 3208.885010
	Iteration 10Q: 3 clusters Score -1634525 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1634722.000000 Penalty: 3208.885010
	Iteration 11Q: 3 clusters Score -1634722 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1634832.250000 Penalty: 3208.885010
	Iteration 12Q: 3 clusters Score -1634832 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1634900.500000 Penalty: 3208.885010
	Iteration 13Q: 3 clusters Score -1634900 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1634950.875000 Penalty: 3208.885010
	Iteration 14Q: 3 clusters Score -1634951 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1635005.250000 Penalty: 3208.885010
	Iteration 15Q: 3 clusters Score -1635005 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1635039.875000 Penalty: 3208.885010
	Iteration 16Q: 3 clusters Score -1635040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1635067.250000 Penalty: 3208.885010
	Iteration 17Q: 3 clusters Score -1635067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1635082.000000 Penalty: 3208.885010
	Iteration 18Q: 3 clusters Score -1635082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1635099.375000 Penalty: 3208.885010
	Iteration 19Q: 3 clusters Score -1635099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1635104.000000 Penalty: 3208.885010
	Iteration 20F: 3 clusters Score -1635104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1635119.625000 Penalty: 3208.885010
	Iteration 21Q: 3 clusters Score -1635120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1635125.125000 Penalty: 3208.885010
	Iteration 22Q: 3 clusters Score -1635125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1635129.250000 Penalty: 3208.885010
	Iteration 23Q: 3 clusters Score -1635129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1635137.000000 Penalty: 3208.885010
	Iteration 24Q: 3 clusters Score -1635137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1635150.250000 Penalty: 3208.885010
	Iteration 25Q: 3 clusters Score -1635150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1635146.875000 Penalty: 3208.885010
	Iteration 26Q: 3 clusters Score -1635147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1635154.750000 Penalty: 3208.885010
	Iteration 27Q: 3 clusters Score -1635155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1635158.250000 Penalty: 3208.885010
	Iteration 28Q: 3 clusters Score -1635158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1635158.750000 Penalty: 3208.885010
	Iteration 29Q: 3 clusters Score -1635159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1635164.500000 Penalty: 3208.885010
	Iteration 30Q: 3 clusters Score -1635164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1635164.500000 Penalty: 3208.885010
	Iteration 31Q: 3 clusters Score -1635164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1635166.375000 Penalty: 3208.885010
	Iteration 32Q: 3 clusters Score -1635166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1635164.500000 Penalty: 3208.885010
	Iteration 33Q: 3 clusters Score -1635164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1635163.500000 Penalty: 3208.885010
	Iteration 34Q: 3 clusters Score -1635164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1635170.625000 Penalty: 3208.885010
	Iteration 35Q: 3 clusters Score -1635171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1635173.500000 Penalty: 3208.885010
	Iteration 36Q: 3 clusters Score -1635174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1635171.000000 Penalty: 3208.885010
	Iteration 37Q: 3 clusters Score -1635171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1635176.500000 Penalty: 3208.885010
	Iteration 38Q: 3 clusters Score -1635176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1635178.875000 Penalty: 3208.885010
	Iteration 39Q: 3 clusters Score -1635179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1635182.250000 Penalty: 3208.885010
	Iteration 40F: 3 clusters Score -1635182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1635185.000000 Penalty: 3208.885010
	Iteration 41Q: 3 clusters Score -1635185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1635185.250000 Penalty: 3208.885010
	Iteration 42Q: 3 clusters Score -1635185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1635187.375000 Penalty: 3208.885010
	Iteration 43Q: 3 clusters Score -1635187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1635191.125000 Penalty: 3208.885010
	Iteration 44Q: 3 clusters Score -1635191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1635192.500000 Penalty: 3208.885010
	Iteration 45Q: 3 clusters Score -1635192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1635190.750000 Penalty: 3208.885010
	Iteration 46Q: 3 clusters Score -1635191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1635193.625000 Penalty: 3208.885010
	Iteration 47Q: 3 clusters Score -1635194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1635195.375000 Penalty: 3208.885010
	Iteration 48Q: 3 clusters Score -1635195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1635197.625000 Penalty: 3208.885010
	Iteration 49Q: 3 clusters Score -1635198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1635198.500000 Penalty: 3208.885010
	Iteration 50Q: 3 clusters Score -1635198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1635203.250000 Penalty: 3208.885010
	Iteration 51Q: 3 clusters Score -1635203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1635202.750000 Penalty: 3208.885010
	Iteration 52Q: 3 clusters Score -1635203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1635207.750000 Penalty: 3208.885010
	Iteration 53Q: 3 clusters Score -1635208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1635204.125000 Penalty: 3208.885010
	Iteration 54Q: 3 clusters Score -1635204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1635212.250000 Penalty: 3208.885010
	Iteration 55Q: 3 clusters Score -1635212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1635213.125000 Penalty: 3208.885010
	Iteration 56Q: 3 clusters Score -1635213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1635212.625000 Penalty: 3208.885010
	Iteration 57Q: 3 clusters Score -1635213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1635213.500000 Penalty: 3208.885010
	Iteration 58Q: 3 clusters Score -1635214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1635219.500000 Penalty: 3208.885010
	Iteration 59Q: 3 clusters Score -1635220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1635219.500000 Penalty: 3208.885010
	Iteration 60F: 3 clusters Score -1635220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1635217.750000 Penalty: 3208.885010
	Iteration 61Q: 3 clusters Score -1635218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1635218.250000 Penalty: 3208.885010
	Iteration 62Q: 3 clusters Score -1635218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1635221.875000 Penalty: 3208.885010
	Iteration 63Q: 3 clusters Score -1635222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1635219.375000 Penalty: 3208.885010
	Iteration 64Q: 3 clusters Score -1635219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1635222.375000 Penalty: 3208.885010
	Iteration 65Q: 3 clusters Score -1635222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1635219.875000 Penalty: 3208.885010
	Iteration 66Q: 3 clusters Score -1635220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1635225.625000 Penalty: 3208.885010
	Iteration 67Q: 3 clusters Score -1635226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1635224.125000 Penalty: 3208.885010
	Iteration 68Q: 3 clusters Score -1635224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1635223.750000 Penalty: 3208.885010
	Iteration 69Q: 3 clusters Score -1635224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1635225.500000 Penalty: 3208.885010
	Iteration 70Q: 3 clusters Score -1635226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1635227.000000 Penalty: 3208.885010
	Iteration 71Q: 3 clusters Score -1635227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1635224.500000 Penalty: 3208.885010
	Iteration 72Q: 3 clusters Score -1635224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1635229.250000 Penalty: 3208.885010
	Iteration 73Q: 3 clusters Score -1635229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1635229.750000 Penalty: 3208.885010
	Iteration 74Q: 3 clusters Score -1635230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1635234.625000 Penalty: 3208.885010
	Iteration 75Q: 3 clusters Score -1635235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1635235.750000 Penalty: 3208.885010
	Iteration 76Q: 3 clusters Score -1635236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1635237.000000 Penalty: 3208.885010
	Iteration 77Q: 3 clusters Score -1635237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1635244.125000 Penalty: 3208.885010
	Iteration 78Q: 3 clusters Score -1635244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1635246.500000 Penalty: 3208.885010
	Iteration 79Q: 3 clusters Score -1635246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1635247.000000 Penalty: 3208.885010
	Iteration 80F: 3 clusters Score -1635247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1635252.625000 Penalty: 3208.885010
	Iteration 81Q: 3 clusters Score -1635253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1635256.125000 Penalty: 3208.885010
	Iteration 82Q: 3 clusters Score -1635256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1635254.500000 Penalty: 3208.885010
	Iteration 83Q: 3 clusters Score -1635254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1635260.250000 Penalty: 3208.885010
	Iteration 84Q: 3 clusters Score -1635260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1635263.875000 Penalty: 3208.885010
	Iteration 85Q: 3 clusters Score -1635264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1635266.250000 Penalty: 3208.885010
	Iteration 86Q: 3 clusters Score -1635266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1635273.875000 Penalty: 3208.885010
	Iteration 87Q: 3 clusters Score -1635274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1635277.125000 Penalty: 3208.885010
	Iteration 88Q: 3 clusters Score -1635277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1635278.750000 Penalty: 3208.885010
	Iteration 89Q: 3 clusters Score -1635279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1635279.875000 Penalty: 3208.885010
	Iteration 90Q: 3 clusters Score -1635280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1635282.375000 Penalty: 3208.885010
	Iteration 91Q: 3 clusters Score -1635282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1635286.000000 Penalty: 3208.885010
	Iteration 92Q: 3 clusters Score -1635286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1635289.375000 Penalty: 3208.885010
	Iteration 93Q: 3 clusters Score -1635289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1635288.125000 Penalty: 3208.885010
	Iteration 94Q: 3 clusters Score -1635288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1635291.500000 Penalty: 3208.885010
	Iteration 95Q: 3 clusters Score -1635292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1635290.500000 Penalty: 3208.885010
	Iteration 96Q: 3 clusters Score -1635290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1635292.500000 Penalty: 3208.885010
	Iteration 97Q: 3 clusters Score -1635292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1635295.750000 Penalty: 3208.885010
	Iteration 98Q: 3 clusters Score -1635296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1635297.500000 Penalty: 3208.885010
	Iteration 99Q: 3 clusters Score -1635298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1635296.125000 Penalty: 3208.885010
	Iteration 100F: 3 clusters Score -1635296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1635300.375000 Penalty: 3208.885010
	Iteration 101Q: 3 clusters Score -1635300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1635303.250000 Penalty: 3208.885010
	Iteration 102Q: 3 clusters Score -1635303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1635308.750000 Penalty: 3208.885010
	Iteration 103Q: 3 clusters Score -1635309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1635313.625000 Penalty: 3208.885010
	Iteration 104Q: 3 clusters Score -1635314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1635316.250000 Penalty: 3208.885010
	Iteration 105Q: 3 clusters Score -1635316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1635322.750000 Penalty: 3208.885010
	Iteration 106Q: 3 clusters Score -1635323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1635331.500000 Penalty: 3208.885010
	Iteration 107Q: 3 clusters Score -1635332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1635333.750000 Penalty: 3208.885010
	Iteration 108Q: 3 clusters Score -1635334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1635334.625000 Penalty: 3208.885010
	Iteration 109Q: 3 clusters Score -1635335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1635337.625000 Penalty: 3208.885010
	Iteration 110Q: 3 clusters Score -1635338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1635336.750000 Penalty: 3208.885010
	Iteration 111Q: 3 clusters Score -1635337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1635338.500000 Penalty: 3208.885010
	Iteration 112Q: 3 clusters Score -1635338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1635345.875000 Penalty: 3208.885010
	Iteration 113Q: 3 clusters Score -1635346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1635355.875000 Penalty: 3208.885010
	Iteration 114Q: 3 clusters Score -1635356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1635360.000000 Penalty: 3208.885010
	Iteration 115Q: 3 clusters Score -1635360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1635365.000000 Penalty: 3208.885010
	Iteration 116Q: 3 clusters Score -1635365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1635369.750000 Penalty: 3208.885010
	Iteration 117Q: 3 clusters Score -1635370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1635373.875000 Penalty: 3208.885010
	Iteration 118Q: 3 clusters Score -1635374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1635380.000000 Penalty: 3208.885010
	Iteration 119Q: 3 clusters Score -1635380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1635380.250000 Penalty: 3208.885010
	Iteration 120F: 3 clusters Score -1635380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1635378.500000 Penalty: 3208.885010
	Iteration 121Q: 3 clusters Score -1635378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1635389.500000 Penalty: 3208.885010
	Iteration 122Q: 3 clusters Score -1635390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1635397.250000 Penalty: 3208.885010
	Iteration 123Q: 3 clusters Score -1635397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1635408.500000 Penalty: 3208.885010
	Iteration 124Q: 3 clusters Score -1635408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1635410.625000 Penalty: 3208.885010
	Iteration 125Q: 3 clusters Score -1635411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1635410.625000 Penalty: 3208.885010
	Iteration 126Q: 3 clusters Score -1635411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1635415.875000 Penalty: 3208.885010
	Iteration 127Q: 3 clusters Score -1635416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1635425.375000 Penalty: 3208.885010
	Iteration 128Q: 3 clusters Score -1635425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1635432.500000 Penalty: 3208.885010
	Iteration 129Q: 3 clusters Score -1635432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1635432.750000 Penalty: 3208.885010
	Iteration 130Q: 3 clusters Score -1635433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1635438.625000 Penalty: 3208.885010
	Iteration 131Q: 3 clusters Score -1635439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1635440.875000 Penalty: 3208.885010
	Iteration 132Q: 3 clusters Score -1635441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1635448.250000 Penalty: 3208.885010
	Iteration 133Q: 3 clusters Score -1635448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1635460.250000 Penalty: 3208.885010
	Iteration 134Q: 3 clusters Score -1635460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1635462.125000 Penalty: 3208.885010
	Iteration 135Q: 3 clusters Score -1635462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1635471.250000 Penalty: 3208.885010
	Iteration 136Q: 3 clusters Score -1635471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1635475.750000 Penalty: 3208.885010
	Iteration 137Q: 3 clusters Score -1635476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1635483.250000 Penalty: 3208.885010
	Iteration 138Q: 3 clusters Score -1635483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1635488.625000 Penalty: 3208.885010
	Iteration 139Q: 3 clusters Score -1635489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1635493.875000 Penalty: 3208.885010
	Iteration 140F: 3 clusters Score -1635494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1635495.250000 Penalty: 3208.885010
	Iteration 141Q: 3 clusters Score -1635495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1635502.250000 Penalty: 3208.885010
	Iteration 142Q: 3 clusters Score -1635502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1635507.375000 Penalty: 3208.885010
	Iteration 143Q: 3 clusters Score -1635507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1635511.750000 Penalty: 3208.885010
	Iteration 144Q: 3 clusters Score -1635512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1635517.125000 Penalty: 3208.885010
	Iteration 145Q: 3 clusters Score -1635517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1635524.375000 Penalty: 3208.885010
	Iteration 146Q: 3 clusters Score -1635524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1635527.875000 Penalty: 3208.885010
	Iteration 147Q: 3 clusters Score -1635528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1635535.500000 Penalty: 3208.885010
	Iteration 148Q: 3 clusters Score -1635536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1635548.375000 Penalty: 3208.885010
	Iteration 149Q: 3 clusters Score -1635548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1635553.000000 Penalty: 3208.885010
	Iteration 150Q: 3 clusters Score -1635553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1635567.750000 Penalty: 3208.885010
	Iteration 151Q: 3 clusters Score -1635568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1635574.000000 Penalty: 3208.885010
	Iteration 152Q: 3 clusters Score -1635574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1635591.750000 Penalty: 3208.885010
	Iteration 153Q: 3 clusters Score -1635592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1635613.750000 Penalty: 3208.885010
	Iteration 154Q: 3 clusters Score -1635614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1635625.625000 Penalty: 3208.885010
	Iteration 155Q: 3 clusters Score -1635626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1635646.750000 Penalty: 3208.885010
	Iteration 156Q: 3 clusters Score -1635647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1635660.875000 Penalty: 3208.885010
	Iteration 157Q: 3 clusters Score -1635661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1635670.125000 Penalty: 3208.885010
	Iteration 158Q: 3 clusters Score -1635670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1635685.250000 Penalty: 3208.885010
	Iteration 159Q: 3 clusters Score -1635685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1635696.375000 Penalty: 3208.885010
	Iteration 160F: 3 clusters Score -1635696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1635704.500000 Penalty: 3208.885010
	Iteration 161Q: 3 clusters Score -1635704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1635721.500000 Penalty: 3208.885010
	Iteration 162Q: 3 clusters Score -1635722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1635743.000000 Penalty: 3208.885010
	Iteration 163Q: 3 clusters Score -1635743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1635757.875000 Penalty: 3208.885010
	Iteration 164Q: 3 clusters Score -1635758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1635779.000000 Penalty: 3208.885010
	Iteration 165Q: 3 clusters Score -1635779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1635792.500000 Penalty: 3208.885010
	Iteration 166Q: 3 clusters Score -1635792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1635804.125000 Penalty: 3208.885010
	Iteration 167Q: 3 clusters Score -1635804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1635812.625000 Penalty: 3208.885010
	Iteration 168Q: 3 clusters Score -1635813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1635825.125000 Penalty: 3208.885010
	Iteration 169Q: 3 clusters Score -1635825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1635839.750000 Penalty: 3208.885010
	Iteration 170Q: 3 clusters Score -1635840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1635852.250000 Penalty: 3208.885010
	Iteration 171Q: 3 clusters Score -1635852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1635862.375000 Penalty: 3208.885010
	Iteration 172Q: 3 clusters Score -1635862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1635874.250000 Penalty: 3208.885010
	Iteration 173Q: 3 clusters Score -1635874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1635883.750000 Penalty: 3208.885010
	Iteration 174Q: 3 clusters Score -1635884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1635898.625000 Penalty: 3208.885010
	Iteration 175Q: 3 clusters Score -1635899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1635915.000000 Penalty: 3208.885010
	Iteration 176Q: 3 clusters Score -1635915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1635931.500000 Penalty: 3208.885010
	Iteration 177Q: 3 clusters Score -1635932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1635955.500000 Penalty: 3208.885010
	Iteration 178Q: 3 clusters Score -1635956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1635973.750000 Penalty: 3208.885010
	Iteration 179Q: 3 clusters Score -1635974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1635989.875000 Penalty: 3208.885010
	Iteration 180F: 3 clusters Score -1635990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1636002.875000 Penalty: 3208.885010
	Iteration 181Q: 3 clusters Score -1636003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1636019.250000 Penalty: 3208.885010
	Iteration 182Q: 3 clusters Score -1636019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1636038.000000 Penalty: 3208.885010
	Iteration 183Q: 3 clusters Score -1636038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1636064.250000 Penalty: 3208.885010
	Iteration 184Q: 3 clusters Score -1636064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1636084.375000 Penalty: 3208.885010
	Iteration 185Q: 3 clusters Score -1636084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1636117.375000 Penalty: 3208.885010
	Iteration 186Q: 3 clusters Score -1636117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1636171.375000 Penalty: 3208.885010
	Iteration 187Q: 3 clusters Score -1636171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1636223.250000 Penalty: 3208.885010
	Iteration 188Q: 3 clusters Score -1636223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1636296.625000 Penalty: 3208.885010
	Iteration 189Q: 3 clusters Score -1636297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1636350.250000 Penalty: 3208.885010
	Iteration 190Q: 3 clusters Score -1636350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1636373.125000 Penalty: 3208.885010
	Iteration 191Q: 3 clusters Score -1636373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1636389.125000 Penalty: 3208.885010
	Iteration 192Q: 3 clusters Score -1636389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1636396.250000 Penalty: 3208.885010
	Iteration 193Q: 3 clusters Score -1636396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1636400.750000 Penalty: 3208.885010
	Iteration 194Q: 3 clusters Score -1636401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1636407.250000 Penalty: 3208.885010
	Iteration 195Q: 3 clusters Score -1636407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1636407.625000 Penalty: 3208.885010
	Iteration 196Q: 3 clusters Score -1636408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1636411.500000 Penalty: 3208.885010
	Iteration 197Q: 3 clusters Score -1636412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1636411.375000 Penalty: 3208.885010
	Iteration 198Q: 3 clusters Score -1636411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1636413.125000 Penalty: 3208.885010
	Iteration 199Q: 3 clusters Score -1636413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1636414.375000 Penalty: 3208.885010
	Iteration 200F: 3 clusters Score -1636414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1307514.000000 Penalty: 1565.424805
	Iteration 0F: 2 clusters Score -1307514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1296961.250000 Penalty: 3130.849609
	Iteration 0F: 3 clusters Score -1296961 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1300849.000000 Penalty: 3130.849609
	Iteration 1F: 3 clusters Score -1300849 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1301309.250000 Penalty: 3130.849609
	Iteration 2F: 3 clusters Score -1301309 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1301820.250000 Penalty: 3130.849609
	Iteration 3F: 3 clusters Score -1301820 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1302471.875000 Penalty: 3130.849609
	Iteration 4F: 3 clusters Score -1302472 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1303225.500000 Penalty: 3130.849609
	Iteration 5F: 3 clusters Score -1303226 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1304136.375000 Penalty: 3130.849609
	Iteration 6F: 3 clusters Score -1304136 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1305249.125000 Penalty: 3130.849609
	Iteration 7F: 3 clusters Score -1305249 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1306347.875000 Penalty: 3130.849609
	Iteration 8F: 3 clusters Score -1306348 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1307219.375000 Penalty: 3130.849609
	Iteration 9Q: 3 clusters Score -1307219 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1307706.750000 Penalty: 3130.849609
	Iteration 10Q: 3 clusters Score -1307707 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1307996.250000 Penalty: 3130.849609
	Iteration 11Q: 3 clusters Score -1307996 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1308254.875000 Penalty: 3130.849609
	Iteration 12Q: 3 clusters Score -1308255 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1308479.125000 Penalty: 3130.849609
	Iteration 13Q: 3 clusters Score -1308479 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1308624.000000 Penalty: 3130.849609
	Iteration 14Q: 3 clusters Score -1308624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1308687.000000 Penalty: 3130.849609
	Iteration 15Q: 3 clusters Score -1308687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1308707.875000 Penalty: 3130.849609
	Iteration 16Q: 3 clusters Score -1308708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1308723.250000 Penalty: 3130.849609
	Iteration 17Q: 3 clusters Score -1308723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1308730.625000 Penalty: 3130.849609
	Iteration 18Q: 3 clusters Score -1308731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1308734.500000 Penalty: 3130.849609
	Iteration 19Q: 3 clusters Score -1308734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1308740.250000 Penalty: 3130.849609
	Iteration 20F: 3 clusters Score -1308740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1308737.875000 Penalty: 3130.849609
	Iteration 21Q: 3 clusters Score -1308738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1308737.625000 Penalty: 3130.849609
	Iteration 22Q: 3 clusters Score -1308738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1308740.625000 Penalty: 3130.849609
	Iteration 23Q: 3 clusters Score -1308741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1308742.375000 Penalty: 3130.849609
	Iteration 24Q: 3 clusters Score -1308742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1308742.000000 Penalty: 3130.849609
	Iteration 25Q: 3 clusters Score -1308742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1308741.875000 Penalty: 3130.849609
	Iteration 26Q: 3 clusters Score -1308742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1308742.375000 Penalty: 3130.849609
	Iteration 27Q: 3 clusters Score -1308742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1308743.625000 Penalty: 3130.849609
	Iteration 28Q: 3 clusters Score -1308744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1308743.875000 Penalty: 3130.849609
	Iteration 29Q: 3 clusters Score -1308744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1308746.625000 Penalty: 3130.849609
	Iteration 30Q: 3 clusters Score -1308747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1308746.750000 Penalty: 3130.849609
	Iteration 31Q: 3 clusters Score -1308747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1308748.375000 Penalty: 3130.849609
	Iteration 32Q: 3 clusters Score -1308748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1308750.125000 Penalty: 3130.849609
	Iteration 33Q: 3 clusters Score -1308750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1308750.250000 Penalty: 3130.849609
	Iteration 34Q: 3 clusters Score -1308750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1308749.500000 Penalty: 3130.849609
	Iteration 35Q: 3 clusters Score -1308750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1308748.625000 Penalty: 3130.849609
	Iteration 36Q: 3 clusters Score -1308749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1308750.625000 Penalty: 3130.849609
	Iteration 37Q: 3 clusters Score -1308751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1308748.750000 Penalty: 3130.849609
	Iteration 38Q: 3 clusters Score -1308749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1308749.250000 Penalty: 3130.849609
	Iteration 39Q: 3 clusters Score -1308749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1308749.750000 Penalty: 3130.849609
	Iteration 40F: 3 clusters Score -1308750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 7347 members 
Mstep: Class 30 contains 11062 members 
Entering Unmasked Estep 
Score: -54416800.000000 Penalty: 65304.742188
Splitting cluster 12 changes total score from -54412344.000000 to -54416800.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (206196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206196 members 
Entering Unmasked Estep 
Score: -17767442.000000 Penalty: 1988.444702
	Iteration 0F: 2 clusters Score -1.776744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -17628282.000000 Penalty: 3976.889404
	Iteration 0F: 3 clusters Score -1.762828e+07 nChanged 100284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -17689306.000000 Penalty: 3976.889404
	Iteration 1F: 3 clusters Score -1.768931e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -17691174.000000 Penalty: 3976.889404
	Iteration 2Q: 3 clusters Score -1.769117e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -17693798.000000 Penalty: 3976.889404
	Iteration 3Q: 3 clusters Score -1.76938e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -17698046.000000 Penalty: 3976.889404
	Iteration 4Q: 3 clusters Score -1.769805e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 111464 members 
Entering Unmasked Estep 
Score: -17704106.000000 Penalty: 3976.889404
	Iteration 5F: 3 clusters Score -1.770411e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -17712154.000000 Penalty: 3976.889404
	Iteration 6F: 3 clusters Score -1.771215e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 117059 members 
Entering Unmasked Estep 
Score: -17721900.000000 Penalty: 3976.889404
	Iteration 7F: 3 clusters Score -1.77219e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -17730314.000000 Penalty: 3976.889404
	Iteration 8F: 3 clusters Score -1.773031e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -17735244.000000 Penalty: 3976.889404
	Iteration 9Q: 3 clusters Score -1.773524e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 122187 members 
Entering Unmasked Estep 
Score: -17737262.000000 Penalty: 3976.889404
	Iteration 10Q: 3 clusters Score -1.773726e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
Score: -17738640.000000 Penalty: 3976.889404
	Iteration 11Q: 3 clusters Score -1.773864e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -17739910.000000 Penalty: 3976.889404
	Iteration 12Q: 3 clusters Score -1.773991e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 127343 members 
Entering Unmasked Estep 
Score: -17741194.000000 Penalty: 3976.889404
	Iteration 13Q: 3 clusters Score -1.774119e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -17742710.000000 Penalty: 3976.889404
	Iteration 14Q: 3 clusters Score -1.774271e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 131689 members 
Entering Unmasked Estep 
Score: -17744242.000000 Penalty: 3976.889404
	Iteration 15Q: 3 clusters Score -1.774424e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -17745820.000000 Penalty: 3976.889404
	Iteration 16Q: 3 clusters Score -1.774582e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 136221 members 
Entering Unmasked Estep 
Score: -17747108.000000 Penalty: 3976.889404
	Iteration 17Q: 3 clusters Score -1.774711e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 138334 members 
Entering Unmasked Estep 
Score: -17748312.000000 Penalty: 3976.889404
	Iteration 18Q: 3 clusters Score -1.774831e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -17749308.000000 Penalty: 3976.889404
	Iteration 19Q: 3 clusters Score -1.774931e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -17750196.000000 Penalty: 3976.889404
	Iteration 20F: 3 clusters Score -1.77502e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -17750994.000000 Penalty: 3976.889404
	Iteration 21Q: 3 clusters Score -1.775099e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 146264 members 
Entering Unmasked Estep 
Score: -17751728.000000 Penalty: 3976.889404
	Iteration 22Q: 3 clusters Score -1.775173e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 148126 members 
Entering Unmasked Estep 
Score: -17752234.000000 Penalty: 3976.889404
	Iteration 23Q: 3 clusters Score -1.775223e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -17752664.000000 Penalty: 3976.889404
	Iteration 24Q: 3 clusters Score -1.775266e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -17753146.000000 Penalty: 3976.889404
	Iteration 25Q: 3 clusters Score -1.775315e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -17753556.000000 Penalty: 3976.889404
	Iteration 26Q: 3 clusters Score -1.775356e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -17753926.000000 Penalty: 3976.889404
	Iteration 27Q: 3 clusters Score -1.775393e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -17754260.000000 Penalty: 3976.889404
	Iteration 28Q: 3 clusters Score -1.775426e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -17754642.000000 Penalty: 3976.889404
	Iteration 29Q: 3 clusters Score -1.775464e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 159934 members 
Entering Unmasked Estep 
Score: -17754912.000000 Penalty: 3976.889404
	Iteration 30Q: 3 clusters Score -1.775491e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 161476 members 
Entering Unmasked Estep 
Score: -17755170.000000 Penalty: 3976.889404
	Iteration 31Q: 3 clusters Score -1.775517e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -17755444.000000 Penalty: 3976.889404
	Iteration 32Q: 3 clusters Score -1.775544e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -17755610.000000 Penalty: 3976.889404
	Iteration 33Q: 3 clusters Score -1.775561e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -17755816.000000 Penalty: 3976.889404
	Iteration 34Q: 3 clusters Score -1.775582e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 167046 members 
Entering Unmasked Estep 
Score: -17755994.000000 Penalty: 3976.889404
	Iteration 35Q: 3 clusters Score -1.775599e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
Score: -17756202.000000 Penalty: 3976.889404
	Iteration 36Q: 3 clusters Score -1.77562e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 169490 members 
Entering Unmasked Estep 
Score: -17756358.000000 Penalty: 3976.889404
	Iteration 37Q: 3 clusters Score -1.775636e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -17756562.000000 Penalty: 3976.889404
	Iteration 38Q: 3 clusters Score -1.775656e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -17756672.000000 Penalty: 3976.889404
	Iteration 39Q: 3 clusters Score -1.775667e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -17756970.000000 Penalty: 3976.889404
	Iteration 40F: 3 clusters Score -1.775697e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 174211 members 
Entering Unmasked Estep 
Score: -17757136.000000 Penalty: 3976.889404
	Iteration 41Q: 3 clusters Score -1.775714e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -17757388.000000 Penalty: 3976.889404
	Iteration 42Q: 3 clusters Score -1.775739e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -17757558.000000 Penalty: 3976.889404
	Iteration 43Q: 3 clusters Score -1.775756e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -17757764.000000 Penalty: 3976.889404
	Iteration 44Q: 3 clusters Score -1.775776e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 178504 members 
Entering Unmasked Estep 
Score: -17757910.000000 Penalty: 3976.889404
	Iteration 45Q: 3 clusters Score -1.775791e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -17758090.000000 Penalty: 3976.889404
	Iteration 46Q: 3 clusters Score -1.775809e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 180652 members 
Entering Unmasked Estep 
Score: -17758268.000000 Penalty: 3976.889404
	Iteration 47Q: 3 clusters Score -1.775827e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 181725 members 
Entering Unmasked Estep 
Score: -17758444.000000 Penalty: 3976.889404
	Iteration 48Q: 3 clusters Score -1.775844e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 182843 members 
Entering Unmasked Estep 
Score: -17758648.000000 Penalty: 3976.889404
	Iteration 49Q: 3 clusters Score -1.775865e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 184019 members 
Entering Unmasked Estep 
Score: -17758918.000000 Penalty: 3976.889404
	Iteration 50Q: 3 clusters Score -1.775892e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -17759134.000000 Penalty: 3976.889404
	Iteration 51Q: 3 clusters Score -1.775913e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 186429 members 
Entering Unmasked Estep 
Score: -17759354.000000 Penalty: 3976.889404
	Iteration 52Q: 3 clusters Score -1.775935e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 187629 members 
Entering Unmasked Estep 
Score: -17759634.000000 Penalty: 3976.889404
	Iteration 53Q: 3 clusters Score -1.775963e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 188813 members 
Entering Unmasked Estep 
Score: -17759932.000000 Penalty: 3976.889404
	Iteration 54Q: 3 clusters Score -1.775993e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 190057 members 
Entering Unmasked Estep 
Score: -17760160.000000 Penalty: 3976.889404
	Iteration 55Q: 3 clusters Score -1.776016e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 191310 members 
Entering Unmasked Estep 
Score: -17760512.000000 Penalty: 3976.889404
	Iteration 56Q: 3 clusters Score -1.776051e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -17760818.000000 Penalty: 3976.889404
	Iteration 57Q: 3 clusters Score -1.776082e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 193850 members 
Entering Unmasked Estep 
Score: -17761254.000000 Penalty: 3976.889404
	Iteration 58Q: 3 clusters Score -1.776125e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 195114 members 
Entering Unmasked Estep 
Score: -17761648.000000 Penalty: 3976.889404
	Iteration 59Q: 3 clusters Score -1.776165e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 196366 members 
Entering Unmasked Estep 
Score: -17762138.000000 Penalty: 3976.889404
	Iteration 60F: 3 clusters Score -1.776214e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 197616 members 
Entering Unmasked Estep 
Score: -17762576.000000 Penalty: 3976.889404
	Iteration 61Q: 3 clusters Score -1.776258e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 198758 members 
Entering Unmasked Estep 
Score: -17762984.000000 Penalty: 3976.889404
	Iteration 62Q: 3 clusters Score -1.776298e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 199816 members 
Entering Unmasked Estep 
Score: -17763370.000000 Penalty: 3976.889404
	Iteration 63Q: 3 clusters Score -1.776337e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 200821 members 
Entering Unmasked Estep 
Score: -17763772.000000 Penalty: 3976.889404
	Iteration 64Q: 3 clusters Score -1.776377e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 201697 members 
Entering Unmasked Estep 
Score: -17764168.000000 Penalty: 3976.889404
	Iteration 65Q: 3 clusters Score -1.776417e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 202431 members 
Entering Unmasked Estep 
Score: -17764470.000000 Penalty: 3976.889404
	Iteration 66Q: 3 clusters Score -1.776447e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 203068 members 
Entering Unmasked Estep 
Score: -17764698.000000 Penalty: 3976.889404
	Iteration 67Q: 3 clusters Score -1.77647e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 203567 members 
Entering Unmasked Estep 
Score: -17764864.000000 Penalty: 3976.889404
	Iteration 68Q: 3 clusters Score -1.776486e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 203980 members 
Entering Unmasked Estep 
Score: -17765054.000000 Penalty: 3976.889404
	Iteration 69Q: 3 clusters Score -1.776505e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 204314 members 
Entering Unmasked Estep 
Score: -17765186.000000 Penalty: 3976.889404
	Iteration 70Q: 3 clusters Score -1.776519e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 204575 members 
Entering Unmasked Estep 
Score: -17765330.000000 Penalty: 3976.889404
	Iteration 71Q: 3 clusters Score -1.776533e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 204773 members 
Entering Unmasked Estep 
Score: -17765414.000000 Penalty: 3976.889404
	Iteration 72Q: 3 clusters Score -1.776541e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -17765496.000000 Penalty: 3976.889404
	Iteration 73Q: 3 clusters Score -1.77655e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 205019 members 
Entering Unmasked Estep 
Score: -17765540.000000 Penalty: 3976.889404
	Iteration 74Q: 3 clusters Score -1.776554e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 205075 members 
Entering Unmasked Estep 
Score: -17765582.000000 Penalty: 3976.889404
	Iteration 75Q: 3 clusters Score -1.776558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 205133 members 
Entering Unmasked Estep 
Score: -17765588.000000 Penalty: 3976.889404
	Iteration 76Q: 3 clusters Score -1.776559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -17765596.000000 Penalty: 3976.889404
	Iteration 77Q: 3 clusters Score -1.77656e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 205220 members 
Entering Unmasked Estep 
Score: -17765614.000000 Penalty: 3976.889404
	Iteration 78Q: 3 clusters Score -1.776561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 205253 members 
Entering Unmasked Estep 
Score: -17765618.000000 Penalty: 3976.889404
	Iteration 79Q: 3 clusters Score -1.776562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 205277 members 
Entering Unmasked Estep 
Score: -17765622.000000 Penalty: 3976.889404
	Iteration 80F: 3 clusters Score -1.776562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 205300 members 
Entering Unmasked Estep 
Score: -17765626.000000 Penalty: 3976.889404
	Iteration 81Q: 3 clusters Score -1.776563e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -17765630.000000 Penalty: 3976.889404
	Iteration 82Q: 3 clusters Score -1.776563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 205348 members 
Entering Unmasked Estep 
Score: -17765644.000000 Penalty: 3976.889404
	Iteration 83Q: 3 clusters Score -1.776564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 205365 members 
Entering Unmasked Estep 
Score: -17765672.000000 Penalty: 3976.889404
	Iteration 84Q: 3 clusters Score -1.776567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 205381 members 
Entering Unmasked Estep 
Score: -17765678.000000 Penalty: 3976.889404
	Iteration 85Q: 3 clusters Score -1.776568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 205399 members 
Entering Unmasked Estep 
Score: -17765696.000000 Penalty: 3976.889404
	Iteration 86Q: 3 clusters Score -1.77657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 205420 members 
Entering Unmasked Estep 
Score: -17765708.000000 Penalty: 3976.889404
	Iteration 87Q: 3 clusters Score -1.776571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 205435 members 
Entering Unmasked Estep 
Score: -17765698.000000 Penalty: 3976.889404
	Iteration 88Q: 3 clusters Score -1.77657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 205449 members 
Entering Unmasked Estep 
Score: -17765712.000000 Penalty: 3976.889404
	Iteration 89Q: 3 clusters Score -1.776571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -17765714.000000 Penalty: 3976.889404
	Iteration 90Q: 3 clusters Score -1.776571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 205469 members 
Entering Unmasked Estep 
Score: -17765724.000000 Penalty: 3976.889404
	Iteration 91Q: 3 clusters Score -1.776572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 205480 members 
Entering Unmasked Estep 
Score: -17765728.000000 Penalty: 3976.889404
	Iteration 92Q: 3 clusters Score -1.776573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 205488 members 
Entering Unmasked Estep 
Score: -17765736.000000 Penalty: 3976.889404
	Iteration 93Q: 3 clusters Score -1.776574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 205496 members 
Entering Unmasked Estep 
Score: -17765742.000000 Penalty: 3976.889404
	Iteration 94Q: 3 clusters Score -1.776574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -17765754.000000 Penalty: 3976.889404
	Iteration 95Q: 3 clusters Score -1.776575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 205507 members 
Entering Unmasked Estep 
Score: -17765758.000000 Penalty: 3976.889404
	Iteration 96Q: 3 clusters Score -1.776576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 205511 members 
Entering Unmasked Estep 
Score: -17765762.000000 Penalty: 3976.889404
	Iteration 97Q: 3 clusters Score -1.776576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 205514 members 
Entering Unmasked Estep 
Score: -17765764.000000 Penalty: 3976.889404
	Iteration 98Q: 3 clusters Score -1.776576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 205518 members 
Entering Unmasked Estep 
Score: -17765754.000000 Penalty: 3976.889404
	Iteration 99Q: 3 clusters Score -1.776575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 205523 members 
Entering Unmasked Estep 
Score: -17765752.000000 Penalty: 3976.889404
	Iteration 100F: 3 clusters Score -1.776575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 205529 members 
Entering Unmasked Estep 
Score: -17765758.000000 Penalty: 3976.889404
	Iteration 101Q: 3 clusters Score -1.776576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -17765760.000000 Penalty: 3976.889404
	Iteration 102Q: 3 clusters Score -1.776576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -17765756.000000 Penalty: 3976.889404
	Iteration 103Q: 3 clusters Score -1.776576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -17765762.000000 Penalty: 3976.889404
	Iteration 104Q: 3 clusters Score -1.776576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -17765758.000000 Penalty: 3976.889404
	Iteration 105Q: 3 clusters Score -1.776576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 205538 members 
Entering Unmasked Estep 
Score: -17765760.000000 Penalty: 3976.889404
	Iteration 106Q: 3 clusters Score -1.776576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 205540 members 
Entering Unmasked Estep 
Score: -17765762.000000 Penalty: 3976.889404
	Iteration 107Q: 3 clusters Score -1.776576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 205541 members 
Entering Unmasked Estep 
Score: -17765762.000000 Penalty: 3976.889404
	Iteration 108Q: 3 clusters Score -1.776576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 205541 members 
Entering Unmasked Estep 
Score: -17765762.000000 Penalty: 3976.889404
	Iteration 109F: 3 clusters Score -1.776576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -421081.343750 Penalty: 1386.559326
	Iteration 0F: 2 clusters Score -421081.3 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 2573 members 
Entering Unmasked Estep 
Score: -417042.781250 Penalty: 2773.118652
	Iteration 0F: 3 clusters Score -417042.8 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -418270.250000 Penalty: 2773.118652
	Iteration 1F: 3 clusters Score -418270.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -418564.250000 Penalty: 2773.118652
	Iteration 2F: 3 clusters Score -418564.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -418761.187500 Penalty: 2773.118652
	Iteration 3F: 3 clusters Score -418761.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -418878.937500 Penalty: 2773.118652
	Iteration 4Q: 3 clusters Score -418878.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -418962.843750 Penalty: 2773.118652
	Iteration 5Q: 3 clusters Score -418962.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -419035.125000 Penalty: 2773.118652
	Iteration 6Q: 3 clusters Score -419035.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -419089.625000 Penalty: 2773.118652
	Iteration 7Q: 3 clusters Score -419089.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -419135.500000 Penalty: 2773.118652
	Iteration 8Q: 3 clusters Score -419135.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -419166.000000 Penalty: 2773.118652
	Iteration 9Q: 3 clusters Score -419166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -419205.062500 Penalty: 2773.118652
	Iteration 10Q: 3 clusters Score -419205.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -419244.406250 Penalty: 2773.118652
	Iteration 11Q: 3 clusters Score -419244.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -419287.843750 Penalty: 2773.118652
	Iteration 12Q: 3 clusters Score -419287.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -419337.031250 Penalty: 2773.118652
	Iteration 13Q: 3 clusters Score -419337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -419392.250000 Penalty: 2773.118652
	Iteration 14Q: 3 clusters Score -419392.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -419437.656250 Penalty: 2773.118652
	Iteration 15Q: 3 clusters Score -419437.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -419484.062500 Penalty: 2773.118652
	Iteration 16Q: 3 clusters Score -419484.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -419528.562500 Penalty: 2773.118652
	Iteration 17Q: 3 clusters Score -419528.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -419584.250000 Penalty: 2773.118652
	Iteration 18Q: 3 clusters Score -419584.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -419636.187500 Penalty: 2773.118652
	Iteration 19Q: 3 clusters Score -419636.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -419681.312500 Penalty: 2773.118652
	Iteration 20F: 3 clusters Score -419681.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -419726.531250 Penalty: 2773.118652
	Iteration 21Q: 3 clusters Score -419726.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -419761.250000 Penalty: 2773.118652
	Iteration 22Q: 3 clusters Score -419761.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -419790.625000 Penalty: 2773.118652
	Iteration 23Q: 3 clusters Score -419790.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -419808.781250 Penalty: 2773.118652
	Iteration 24Q: 3 clusters Score -419808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -419822.781250 Penalty: 2773.118652
	Iteration 25Q: 3 clusters Score -419822.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -419830.500000 Penalty: 2773.118652
	Iteration 26Q: 3 clusters Score -419830.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -419841.500000 Penalty: 2773.118652
	Iteration 27Q: 3 clusters Score -419841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -419846.125000 Penalty: 2773.118652
	Iteration 28Q: 3 clusters Score -419846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -419848.000000 Penalty: 2773.118652
	Iteration 29Q: 3 clusters Score -419848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -419851.000000 Penalty: 2773.118652
	Iteration 30Q: 3 clusters Score -419851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -419854.812500 Penalty: 2773.118652
	Iteration 31Q: 3 clusters Score -419854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -419858.906250 Penalty: 2773.118652
	Iteration 32Q: 3 clusters Score -419858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -419859.781250 Penalty: 2773.118652
	Iteration 33Q: 3 clusters Score -419859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -419863.406250 Penalty: 2773.118652
	Iteration 34Q: 3 clusters Score -419863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -419865.343750 Penalty: 2773.118652
	Iteration 35Q: 3 clusters Score -419865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -419866.468750 Penalty: 2773.118652
	Iteration 36Q: 3 clusters Score -419866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -419866.468750 Penalty: 2773.118652
	Iteration 37F: 3 clusters Score -419866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -965359.625000 Penalty: 1515.704346
	Iteration 0F: 2 clusters Score -965359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -957431.062500 Penalty: 3031.408691
	Iteration 0F: 3 clusters Score -957431.1 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -960113.250000 Penalty: 3031.408691
	Iteration 1F: 3 clusters Score -960113.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -960446.687500 Penalty: 3031.408691
	Iteration 2F: 3 clusters Score -960446.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -960787.375000 Penalty: 3031.408691
	Iteration 3F: 3 clusters Score -960787.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -961138.437500 Penalty: 3031.408691
	Iteration 4F: 3 clusters Score -961138.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -961460.812500 Penalty: 3031.408691
	Iteration 5F: 3 clusters Score -961460.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -961747.000000 Penalty: 3031.408691
	Iteration 6Q: 3 clusters Score -961747 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -962005.187500 Penalty: 3031.408691
	Iteration 7Q: 3 clusters Score -962005.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -962238.500000 Penalty: 3031.408691
	Iteration 8Q: 3 clusters Score -962238.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -962420.500000 Penalty: 3031.408691
	Iteration 9Q: 3 clusters Score -962420.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -962585.187500 Penalty: 3031.408691
	Iteration 10Q: 3 clusters Score -962585.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -962718.812500 Penalty: 3031.408691
	Iteration 11Q: 3 clusters Score -962718.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -962826.375000 Penalty: 3031.408691
	Iteration 12Q: 3 clusters Score -962826.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -962916.812500 Penalty: 3031.408691
	Iteration 13Q: 3 clusters Score -962916.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -962987.312500 Penalty: 3031.408691
	Iteration 14Q: 3 clusters Score -962987.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -963060.812500 Penalty: 3031.408691
	Iteration 15Q: 3 clusters Score -963060.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -963109.750000 Penalty: 3031.408691
	Iteration 16Q: 3 clusters Score -963109.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -963155.312500 Penalty: 3031.408691
	Iteration 17Q: 3 clusters Score -963155.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -963199.750000 Penalty: 3031.408691
	Iteration 18Q: 3 clusters Score -963199.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -963232.437500 Penalty: 3031.408691
	Iteration 19Q: 3 clusters Score -963232.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -963260.625000 Penalty: 3031.408691
	Iteration 20F: 3 clusters Score -963260.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -963287.312500 Penalty: 3031.408691
	Iteration 21Q: 3 clusters Score -963287.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -963311.000000 Penalty: 3031.408691
	Iteration 22Q: 3 clusters Score -963311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -963336.062500 Penalty: 3031.408691
	Iteration 23Q: 3 clusters Score -963336.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -963354.875000 Penalty: 3031.408691
	Iteration 24Q: 3 clusters Score -963354.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -963374.750000 Penalty: 3031.408691
	Iteration 25Q: 3 clusters Score -963374.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -963397.625000 Penalty: 3031.408691
	Iteration 26Q: 3 clusters Score -963397.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -963418.375000 Penalty: 3031.408691
	Iteration 27Q: 3 clusters Score -963418.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -963448.562500 Penalty: 3031.408691
	Iteration 28Q: 3 clusters Score -963448.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -963472.875000 Penalty: 3031.408691
	Iteration 29Q: 3 clusters Score -963472.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -963498.625000 Penalty: 3031.408691
	Iteration 30Q: 3 clusters Score -963498.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -963527.812500 Penalty: 3031.408691
	Iteration 31Q: 3 clusters Score -963527.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -963556.562500 Penalty: 3031.408691
	Iteration 32Q: 3 clusters Score -963556.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -963585.437500 Penalty: 3031.408691
	Iteration 33Q: 3 clusters Score -963585.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -963611.875000 Penalty: 3031.408691
	Iteration 34Q: 3 clusters Score -963611.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -963634.125000 Penalty: 3031.408691
	Iteration 35Q: 3 clusters Score -963634.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -963649.562500 Penalty: 3031.408691
	Iteration 36Q: 3 clusters Score -963649.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -963666.375000 Penalty: 3031.408691
	Iteration 37Q: 3 clusters Score -963666.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -963682.937500 Penalty: 3031.408691
	Iteration 38Q: 3 clusters Score -963682.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -963700.375000 Penalty: 3031.408691
	Iteration 39Q: 3 clusters Score -963700.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -963714.000000 Penalty: 3031.408691
	Iteration 40F: 3 clusters Score -963714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -963731.500000 Penalty: 3031.408691
	Iteration 41Q: 3 clusters Score -963731.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -963747.312500 Penalty: 3031.408691
	Iteration 42Q: 3 clusters Score -963747.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -963757.375000 Penalty: 3031.408691
	Iteration 43Q: 3 clusters Score -963757.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -963770.500000 Penalty: 3031.408691
	Iteration 44Q: 3 clusters Score -963770.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -963780.750000 Penalty: 3031.408691
	Iteration 45Q: 3 clusters Score -963780.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -963794.625000 Penalty: 3031.408691
	Iteration 46Q: 3 clusters Score -963794.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -963804.250000 Penalty: 3031.408691
	Iteration 47Q: 3 clusters Score -963804.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -963810.687500 Penalty: 3031.408691
	Iteration 48Q: 3 clusters Score -963810.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -963816.250000 Penalty: 3031.408691
	Iteration 49Q: 3 clusters Score -963816.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -963822.125000 Penalty: 3031.408691
	Iteration 50Q: 3 clusters Score -963822.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -963828.250000 Penalty: 3031.408691
	Iteration 51Q: 3 clusters Score -963828.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -963833.312500 Penalty: 3031.408691
	Iteration 52Q: 3 clusters Score -963833.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -963837.250000 Penalty: 3031.408691
	Iteration 53Q: 3 clusters Score -963837.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -963842.875000 Penalty: 3031.408691
	Iteration 54Q: 3 clusters Score -963842.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -963848.125000 Penalty: 3031.408691
	Iteration 55Q: 3 clusters Score -963848.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -963851.750000 Penalty: 3031.408691
	Iteration 56Q: 3 clusters Score -963851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -963852.687500 Penalty: 3031.408691
	Iteration 57Q: 3 clusters Score -963852.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -963858.125000 Penalty: 3031.408691
	Iteration 58Q: 3 clusters Score -963858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -963862.125000 Penalty: 3031.408691
	Iteration 59Q: 3 clusters Score -963862.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -963864.625000 Penalty: 3031.408691
	Iteration 60F: 3 clusters Score -963864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -963870.562500 Penalty: 3031.408691
	Iteration 61Q: 3 clusters Score -963870.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -963874.437500 Penalty: 3031.408691
	Iteration 62Q: 3 clusters Score -963874.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -963881.125000 Penalty: 3031.408691
	Iteration 63Q: 3 clusters Score -963881.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -963886.812500 Penalty: 3031.408691
	Iteration 64Q: 3 clusters Score -963886.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -963891.562500 Penalty: 3031.408691
	Iteration 65Q: 3 clusters Score -963891.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -963894.250000 Penalty: 3031.408691
	Iteration 66Q: 3 clusters Score -963894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -963896.437500 Penalty: 3031.408691
	Iteration 67Q: 3 clusters Score -963896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -963898.625000 Penalty: 3031.408691
	Iteration 68Q: 3 clusters Score -963898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -963901.812500 Penalty: 3031.408691
	Iteration 69Q: 3 clusters Score -963901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -963907.500000 Penalty: 3031.408691
	Iteration 70Q: 3 clusters Score -963907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -963907.562500 Penalty: 3031.408691
	Iteration 71Q: 3 clusters Score -963907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -963910.250000 Penalty: 3031.408691
	Iteration 72Q: 3 clusters Score -963910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -963913.125000 Penalty: 3031.408691
	Iteration 73Q: 3 clusters Score -963913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -963916.687500 Penalty: 3031.408691
	Iteration 74Q: 3 clusters Score -963916.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -963917.687500 Penalty: 3031.408691
	Iteration 75Q: 3 clusters Score -963917.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -963921.937500 Penalty: 3031.408691
	Iteration 76Q: 3 clusters Score -963921.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -963928.000000 Penalty: 3031.408691
	Iteration 77Q: 3 clusters Score -963928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -963932.000000 Penalty: 3031.408691
	Iteration 78Q: 3 clusters Score -963932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -963936.562500 Penalty: 3031.408691
	Iteration 79Q: 3 clusters Score -963936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -963943.000000 Penalty: 3031.408691
	Iteration 80F: 3 clusters Score -963943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -963951.250000 Penalty: 3031.408691
	Iteration 81Q: 3 clusters Score -963951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -963954.562500 Penalty: 3031.408691
	Iteration 82Q: 3 clusters Score -963954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -963959.937500 Penalty: 3031.408691
	Iteration 83Q: 3 clusters Score -963959.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -963963.875000 Penalty: 3031.408691
	Iteration 84Q: 3 clusters Score -963963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -963968.312500 Penalty: 3031.408691
	Iteration 85Q: 3 clusters Score -963968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -963971.250000 Penalty: 3031.408691
	Iteration 86Q: 3 clusters Score -963971.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -963978.187500 Penalty: 3031.408691
	Iteration 87Q: 3 clusters Score -963978.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -963984.625000 Penalty: 3031.408691
	Iteration 88Q: 3 clusters Score -963984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -963988.000000 Penalty: 3031.408691
	Iteration 89Q: 3 clusters Score -963988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -963995.187500 Penalty: 3031.408691
	Iteration 90Q: 3 clusters Score -963995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -963997.687500 Penalty: 3031.408691
	Iteration 91Q: 3 clusters Score -963997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -964000.875000 Penalty: 3031.408691
	Iteration 92Q: 3 clusters Score -964000.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -964006.562500 Penalty: 3031.408691
	Iteration 93Q: 3 clusters Score -964006.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -964011.312500 Penalty: 3031.408691
	Iteration 94Q: 3 clusters Score -964011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -964018.750000 Penalty: 3031.408691
	Iteration 95Q: 3 clusters Score -964018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -964023.625000 Penalty: 3031.408691
	Iteration 96Q: 3 clusters Score -964023.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -964029.437500 Penalty: 3031.408691
	Iteration 97Q: 3 clusters Score -964029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -964036.625000 Penalty: 3031.408691
	Iteration 98Q: 3 clusters Score -964036.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -964043.562500 Penalty: 3031.408691
	Iteration 99Q: 3 clusters Score -964043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -964047.187500 Penalty: 3031.408691
	Iteration 100F: 3 clusters Score -964047.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -964052.875000 Penalty: 3031.408691
	Iteration 101Q: 3 clusters Score -964052.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -964057.500000 Penalty: 3031.408691
	Iteration 102Q: 3 clusters Score -964057.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -964066.437500 Penalty: 3031.408691
	Iteration 103Q: 3 clusters Score -964066.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -964072.437500 Penalty: 3031.408691
	Iteration 104Q: 3 clusters Score -964072.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -964082.687500 Penalty: 3031.408691
	Iteration 105Q: 3 clusters Score -964082.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -964090.562500 Penalty: 3031.408691
	Iteration 106Q: 3 clusters Score -964090.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -964102.312500 Penalty: 3031.408691
	Iteration 107Q: 3 clusters Score -964102.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -964105.750000 Penalty: 3031.408691
	Iteration 108Q: 3 clusters Score -964105.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -964115.000000 Penalty: 3031.408691
	Iteration 109Q: 3 clusters Score -964115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -964120.062500 Penalty: 3031.408691
	Iteration 110Q: 3 clusters Score -964120.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -964126.500000 Penalty: 3031.408691
	Iteration 111Q: 3 clusters Score -964126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -964132.187500 Penalty: 3031.408691
	Iteration 112Q: 3 clusters Score -964132.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -964137.437500 Penalty: 3031.408691
	Iteration 113Q: 3 clusters Score -964137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -964142.625000 Penalty: 3031.408691
	Iteration 114Q: 3 clusters Score -964142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -964145.125000 Penalty: 3031.408691
	Iteration 115Q: 3 clusters Score -964145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -964148.687500 Penalty: 3031.408691
	Iteration 116Q: 3 clusters Score -964148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -964152.500000 Penalty: 3031.408691
	Iteration 117Q: 3 clusters Score -964152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -964153.250000 Penalty: 3031.408691
	Iteration 118Q: 3 clusters Score -964153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -964156.000000 Penalty: 3031.408691
	Iteration 119Q: 3 clusters Score -964156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -964157.375000 Penalty: 3031.408691
	Iteration 120F: 3 clusters Score -964157.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -964165.937500 Penalty: 3031.408691
	Iteration 121Q: 3 clusters Score -964165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -964172.000000 Penalty: 3031.408691
	Iteration 122Q: 3 clusters Score -964172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -964178.125000 Penalty: 3031.408691
	Iteration 123Q: 3 clusters Score -964178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -964184.125000 Penalty: 3031.408691
	Iteration 124Q: 3 clusters Score -964184.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -964189.875000 Penalty: 3031.408691
	Iteration 125Q: 3 clusters Score -964189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -964200.375000 Penalty: 3031.408691
	Iteration 126Q: 3 clusters Score -964200.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -964204.125000 Penalty: 3031.408691
	Iteration 127Q: 3 clusters Score -964204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -964208.000000 Penalty: 3031.408691
	Iteration 128Q: 3 clusters Score -964208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -964210.375000 Penalty: 3031.408691
	Iteration 129Q: 3 clusters Score -964210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -964212.500000 Penalty: 3031.408691
	Iteration 130Q: 3 clusters Score -964212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -964214.312500 Penalty: 3031.408691
	Iteration 131Q: 3 clusters Score -964214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -964213.937500 Penalty: 3031.408691
	Iteration 132Q: 3 clusters Score -964213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -964216.875000 Penalty: 3031.408691
	Iteration 133Q: 3 clusters Score -964216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -964220.500000 Penalty: 3031.408691
	Iteration 134Q: 3 clusters Score -964220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -964223.000000 Penalty: 3031.408691
	Iteration 135Q: 3 clusters Score -964223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -964226.187500 Penalty: 3031.408691
	Iteration 136Q: 3 clusters Score -964226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -964227.125000 Penalty: 3031.408691
	Iteration 137Q: 3 clusters Score -964227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -964229.750000 Penalty: 3031.408691
	Iteration 138Q: 3 clusters Score -964229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -964231.375000 Penalty: 3031.408691
	Iteration 139Q: 3 clusters Score -964231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -964231.375000 Penalty: 3031.408691
	Iteration 140F: 3 clusters Score -964231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -964232.812500 Penalty: 3031.408691
	Iteration 141Q: 3 clusters Score -964232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -964232.562500 Penalty: 3031.408691
	Iteration 142Q: 3 clusters Score -964232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -964234.375000 Penalty: 3031.408691
	Iteration 143Q: 3 clusters Score -964234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -964234.562500 Penalty: 3031.408691
	Iteration 144Q: 3 clusters Score -964234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -964234.562500 Penalty: 3031.408691
	Iteration 145F: 3 clusters Score -964234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -557491.250000 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -557491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -552266.250000 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -552266.2 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -554272.125000 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -554272.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -554990.437500 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -554990.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -555811.687500 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -555811.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -556338.187500 Penalty: 2880.261230
	Iteration 4F: 3 clusters Score -556338.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -556680.750000 Penalty: 2880.261230
	Iteration 5F: 3 clusters Score -556680.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -556890.312500 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -556890.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -557001.687500 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -557001.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -557067.750000 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -557067.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -557114.062500 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -557114.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -557156.375000 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -557156.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -557194.312500 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -557194.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -557221.312500 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -557221.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -557246.000000 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -557246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -557268.687500 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -557268.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -557292.125000 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -557292.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -557325.687500 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -557325.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -557366.000000 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -557366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -557423.312500 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -557423.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -557506.437500 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -557506.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -557604.750000 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -557604.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -557692.875000 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -557692.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -557747.375000 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -557747.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -557776.187500 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -557776.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -557793.187500 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -557793.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -557805.062500 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -557805.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -557815.000000 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -557815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -557831.875000 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -557831.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -557843.250000 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -557843.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -557847.750000 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -557847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -557852.375000 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -557852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -557855.562500 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -557855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -557856.375000 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -557856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -557859.062500 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -557859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -557859.187500 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -557859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -557862.562500 Penalty: 2880.261230
	Iteration 35Q: 3 clusters Score -557862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -557862.875000 Penalty: 2880.261230
	Iteration 36Q: 3 clusters Score -557862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -557864.687500 Penalty: 2880.261230
	Iteration 37Q: 3 clusters Score -557864.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -557867.250000 Penalty: 2880.261230
	Iteration 38Q: 3 clusters Score -557867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -557871.187500 Penalty: 2880.261230
	Iteration 39Q: 3 clusters Score -557871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -557871.812500 Penalty: 2880.261230
	Iteration 40F: 3 clusters Score -557871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -557872.875000 Penalty: 2880.261230
	Iteration 41Q: 3 clusters Score -557872.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -557877.437500 Penalty: 2880.261230
	Iteration 42Q: 3 clusters Score -557877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -557879.625000 Penalty: 2880.261230
	Iteration 43Q: 3 clusters Score -557879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -557881.000000 Penalty: 2880.261230
	Iteration 44Q: 3 clusters Score -557881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -557883.125000 Penalty: 2880.261230
	Iteration 45Q: 3 clusters Score -557883.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -557885.250000 Penalty: 2880.261230
	Iteration 46Q: 3 clusters Score -557885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -557888.187500 Penalty: 2880.261230
	Iteration 47Q: 3 clusters Score -557888.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -557891.875000 Penalty: 2880.261230
	Iteration 48Q: 3 clusters Score -557891.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -557897.437500 Penalty: 2880.261230
	Iteration 49Q: 3 clusters Score -557897.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -557905.000000 Penalty: 2880.261230
	Iteration 50Q: 3 clusters Score -557905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -557909.312500 Penalty: 2880.261230
	Iteration 51Q: 3 clusters Score -557909.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -557912.062500 Penalty: 2880.261230
	Iteration 52Q: 3 clusters Score -557912.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -557916.437500 Penalty: 2880.261230
	Iteration 53Q: 3 clusters Score -557916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -557919.625000 Penalty: 2880.261230
	Iteration 54Q: 3 clusters Score -557919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -557922.750000 Penalty: 2880.261230
	Iteration 55Q: 3 clusters Score -557922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -557922.312500 Penalty: 2880.261230
	Iteration 56Q: 3 clusters Score -557922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -557923.875000 Penalty: 2880.261230
	Iteration 57Q: 3 clusters Score -557923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -557925.875000 Penalty: 2880.261230
	Iteration 58Q: 3 clusters Score -557925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -557926.000000 Penalty: 2880.261230
	Iteration 59Q: 3 clusters Score -557926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -557926.000000 Penalty: 2880.261230
	Iteration 60F: 3 clusters Score -557926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 7347 members 
Mstep: Class 30 contains 11062 members 
Mstep: Class 31 contains 4770 members 
Entering Unmasked Estep 
Score: -54416508.000000 Penalty: 67481.570312
Splitting cluster 16 changes total score from -54412344.000000 to -54416508.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -446657.406250 Penalty: 1409.779175
	Iteration 0F: 2 clusters Score -446657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -442043.968750 Penalty: 2819.558350
	Iteration 0F: 3 clusters Score -442044 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -443594.812500 Penalty: 2819.558350
	Iteration 1F: 3 clusters Score -443594.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -443957.968750 Penalty: 2819.558350
	Iteration 2F: 3 clusters Score -443958 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -444231.781250 Penalty: 2819.558350
	Iteration 3F: 3 clusters Score -444231.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -444443.562500 Penalty: 2819.558350
	Iteration 4F: 3 clusters Score -444443.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -444582.250000 Penalty: 2819.558350
	Iteration 5Q: 3 clusters Score -444582.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -444710.218750 Penalty: 2819.558350
	Iteration 6Q: 3 clusters Score -444710.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -444820.375000 Penalty: 2819.558350
	Iteration 7Q: 3 clusters Score -444820.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -444962.687500 Penalty: 2819.558350
	Iteration 8Q: 3 clusters Score -444962.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -445086.625000 Penalty: 2819.558350
	Iteration 9Q: 3 clusters Score -445086.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -445197.281250 Penalty: 2819.558350
	Iteration 10Q: 3 clusters Score -445197.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -445305.250000 Penalty: 2819.558350
	Iteration 11Q: 3 clusters Score -445305.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -445370.437500 Penalty: 2819.558350
	Iteration 12Q: 3 clusters Score -445370.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -445421.187500 Penalty: 2819.558350
	Iteration 13Q: 3 clusters Score -445421.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -445479.750000 Penalty: 2819.558350
	Iteration 14Q: 3 clusters Score -445479.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -445526.031250 Penalty: 2819.558350
	Iteration 15Q: 3 clusters Score -445526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -445557.156250 Penalty: 2819.558350
	Iteration 16Q: 3 clusters Score -445557.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -445584.187500 Penalty: 2819.558350
	Iteration 17Q: 3 clusters Score -445584.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -445606.406250 Penalty: 2819.558350
	Iteration 18Q: 3 clusters Score -445606.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -445631.593750 Penalty: 2819.558350
	Iteration 19Q: 3 clusters Score -445631.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -445653.625000 Penalty: 2819.558350
	Iteration 20F: 3 clusters Score -445653.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -445675.656250 Penalty: 2819.558350
	Iteration 21Q: 3 clusters Score -445675.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -445689.343750 Penalty: 2819.558350
	Iteration 22Q: 3 clusters Score -445689.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -445699.593750 Penalty: 2819.558350
	Iteration 23Q: 3 clusters Score -445699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -445711.218750 Penalty: 2819.558350
	Iteration 24Q: 3 clusters Score -445711.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -445725.125000 Penalty: 2819.558350
	Iteration 25Q: 3 clusters Score -445725.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -445736.375000 Penalty: 2819.558350
	Iteration 26Q: 3 clusters Score -445736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -445745.281250 Penalty: 2819.558350
	Iteration 27Q: 3 clusters Score -445745.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -445751.250000 Penalty: 2819.558350
	Iteration 28Q: 3 clusters Score -445751.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -445757.187500 Penalty: 2819.558350
	Iteration 29Q: 3 clusters Score -445757.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -445763.593750 Penalty: 2819.558350
	Iteration 30Q: 3 clusters Score -445763.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -445775.250000 Penalty: 2819.558350
	Iteration 31Q: 3 clusters Score -445775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -445798.000000 Penalty: 2819.558350
	Iteration 32Q: 3 clusters Score -445798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -445825.781250 Penalty: 2819.558350
	Iteration 33Q: 3 clusters Score -445825.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -445857.375000 Penalty: 2819.558350
	Iteration 34Q: 3 clusters Score -445857.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -445883.843750 Penalty: 2819.558350
	Iteration 35Q: 3 clusters Score -445883.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -445912.000000 Penalty: 2819.558350
	Iteration 36Q: 3 clusters Score -445912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -445934.156250 Penalty: 2819.558350
	Iteration 37Q: 3 clusters Score -445934.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -445967.218750 Penalty: 2819.558350
	Iteration 38Q: 3 clusters Score -445967.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -445990.031250 Penalty: 2819.558350
	Iteration 39Q: 3 clusters Score -445990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -446006.031250 Penalty: 2819.558350
	Iteration 40F: 3 clusters Score -446006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -446032.031250 Penalty: 2819.558350
	Iteration 41Q: 3 clusters Score -446032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -446081.906250 Penalty: 2819.558350
	Iteration 42Q: 3 clusters Score -446081.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -446152.281250 Penalty: 2819.558350
	Iteration 43Q: 3 clusters Score -446152.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -446259.218750 Penalty: 2819.558350
	Iteration 44Q: 3 clusters Score -446259.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -446401.250000 Penalty: 2819.558350
	Iteration 45Q: 3 clusters Score -446401.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -446569.062500 Penalty: 2819.558350
	Iteration 46Q: 3 clusters Score -446569.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -446803.906250 Penalty: 2819.558350
	Iteration 47Q: 3 clusters Score -446803.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -446976.500000 Penalty: 2819.558350
	Iteration 48Q: 3 clusters Score -446976.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -447039.093750 Penalty: 2819.558350
	Iteration 49Q: 3 clusters Score -447039.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -447063.031250 Penalty: 2819.558350
	Iteration 50Q: 3 clusters Score -447063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -447072.281250 Penalty: 2819.558350
	Iteration 51Q: 3 clusters Score -447072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -447076.718750 Penalty: 2819.558350
	Iteration 52Q: 3 clusters Score -447076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -447082.625000 Penalty: 2819.558350
	Iteration 53Q: 3 clusters Score -447082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -447082.781250 Penalty: 2819.558350
	Iteration 54Q: 3 clusters Score -447082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -447083.156250 Penalty: 2819.558350
	Iteration 55Q: 3 clusters Score -447083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -447114.531250 Penalty: 2819.558350
	Iteration 56F: 3 clusters Score -447114.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -447137.250000 Penalty: 2819.558350
	Iteration 57Q: 3 clusters Score -447137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -447145.468750 Penalty: 2819.558350
	Iteration 58Q: 3 clusters Score -447145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -447147.312500 Penalty: 2819.558350
	Iteration 59Q: 3 clusters Score -447147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -447150.875000 Penalty: 2819.558350
	Iteration 60F: 3 clusters Score -447150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -447150.843750 Penalty: 2819.558350
	Iteration 61Q: 3 clusters Score -447150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -447150.843750 Penalty: 2819.558350
	Iteration 62F: 3 clusters Score -447150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 6898 members 
Mstep: Class 29 contains 7347 members 
Mstep: Class 30 contains 11062 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 5162 members 
Entering Unmasked Estep 
Score: -54416188.000000 Penalty: 69658.390625
Splitting cluster 17 changes total score from -54412344.000000 to -54416188.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -94542.085938 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -94542.09 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 595 members 
Entering Unmasked Estep 
Score: -93010.164062 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -93010.16 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -93347.867188 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -93347.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93469.054688 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -93469.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93551.375000 Penalty: 2296.046875
	Iteration 3F: 3 clusters Score -93551.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93620.437500 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -93620.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -93693.648438 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -93693.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -93751.382812 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -93751.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93827.593750 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -93827.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93920.937500 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -93920.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94027.281250 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -94027.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -94110.210938 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -94110.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94151.304688 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -94151.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -94178.023438 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -94178.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94201.359375 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -94201.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -94233.031250 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -94233.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94257.953125 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -94257.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94274.703125 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -94274.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94291.218750 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -94291.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94308.359375 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -94308.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -94337.835938 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -94337.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94365.398438 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -94365.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -94380.562500 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -94380.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94395.421875 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -94395.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94411.585938 Penalty: 2296.046875
	Iteration 23Q: 3 clusters Score -94411.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94427.335938 Penalty: 2296.046875
	Iteration 24Q: 3 clusters Score -94427.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94445.234375 Penalty: 2296.046875
	Iteration 25Q: 3 clusters Score -94445.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94456.539062 Penalty: 2296.046875
	Iteration 26Q: 3 clusters Score -94456.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -94460.984375 Penalty: 2296.046875
	Iteration 27Q: 3 clusters Score -94460.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -94462.390625 Penalty: 2296.046875
	Iteration 28Q: 3 clusters Score -94462.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -94462.390625 Penalty: 2296.046875
	Iteration 29F: 3 clusters Score -94462.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Entering Unmasked Estep 
Score: -13686982.000000 Penalty: 1945.571167
	Iteration 0F: 2 clusters Score -1.368698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -13580914.000000 Penalty: 3891.142334
	Iteration 0F: 3 clusters Score -1.358091e+07 nChanged 76643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -13625899.000000 Penalty: 3891.142334
	Iteration 1F: 3 clusters Score -1.36259e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -13627120.000000 Penalty: 3891.142334
	Iteration 2Q: 3 clusters Score -1.362712e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -13628637.000000 Penalty: 3891.142334
	Iteration 3Q: 3 clusters Score -1.362864e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -13631103.000000 Penalty: 3891.142334
	Iteration 4Q: 3 clusters Score -1.36311e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -13634463.000000 Penalty: 3891.142334
	Iteration 5Q: 3 clusters Score -1.363446e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -13639605.000000 Penalty: 3891.142334
	Iteration 6F: 3 clusters Score -1.36396e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -13646969.000000 Penalty: 3891.142334
	Iteration 7F: 3 clusters Score -1.364697e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -13655794.000000 Penalty: 3891.142334
	Iteration 8F: 3 clusters Score -1.365579e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 121984 members 
Entering Unmasked Estep 
Score: -13662977.000000 Penalty: 3891.142334
	Iteration 9F: 3 clusters Score -1.366298e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 127323 members 
Entering Unmasked Estep 
Score: -13667368.000000 Penalty: 3891.142334
	Iteration 10Q: 3 clusters Score -1.366737e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -13670341.000000 Penalty: 3891.142334
	Iteration 11Q: 3 clusters Score -1.367034e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 136010 members 
Entering Unmasked Estep 
Score: -13672895.000000 Penalty: 3891.142334
	Iteration 12Q: 3 clusters Score -1.36729e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 139780 members 
Entering Unmasked Estep 
Score: -13675133.000000 Penalty: 3891.142334
	Iteration 13Q: 3 clusters Score -1.367513e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -13677328.000000 Penalty: 3891.142334
	Iteration 14Q: 3 clusters Score -1.367733e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 146254 members 
Entering Unmasked Estep 
Score: -13679420.000000 Penalty: 3891.142334
	Iteration 15Q: 3 clusters Score -1.367942e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -13681024.000000 Penalty: 3891.142334
	Iteration 16Q: 3 clusters Score -1.368102e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -13682312.000000 Penalty: 3891.142334
	Iteration 17Q: 3 clusters Score -1.368231e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -13683333.000000 Penalty: 3891.142334
	Iteration 18Q: 3 clusters Score -1.368333e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -13684055.000000 Penalty: 3891.142334
	Iteration 19Q: 3 clusters Score -1.368406e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -13684622.000000 Penalty: 3891.142334
	Iteration 20F: 3 clusters Score -1.368462e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 154562 members 
Entering Unmasked Estep 
Score: -13685041.000000 Penalty: 3891.142334
	Iteration 21Q: 3 clusters Score -1.368504e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -13685321.000000 Penalty: 3891.142334
	Iteration 22Q: 3 clusters Score -1.368532e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -13685496.000000 Penalty: 3891.142334
	Iteration 23Q: 3 clusters Score -1.36855e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 155627 members 
Entering Unmasked Estep 
Score: -13685615.000000 Penalty: 3891.142334
	Iteration 24Q: 3 clusters Score -1.368562e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -13685747.000000 Penalty: 3891.142334
	Iteration 25Q: 3 clusters Score -1.368575e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -13685842.000000 Penalty: 3891.142334
	Iteration 26Q: 3 clusters Score -1.368584e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -13685880.000000 Penalty: 3891.142334
	Iteration 27Q: 3 clusters Score -1.368588e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -13685934.000000 Penalty: 3891.142334
	Iteration 28Q: 3 clusters Score -1.368593e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -13685972.000000 Penalty: 3891.142334
	Iteration 29Q: 3 clusters Score -1.368597e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -13686018.000000 Penalty: 3891.142334
	Iteration 30Q: 3 clusters Score -1.368602e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 156502 members 
Entering Unmasked Estep 
Score: -13686026.000000 Penalty: 3891.142334
	Iteration 31Q: 3 clusters Score -1.368603e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -13686026.000000 Penalty: 3891.142334
	Iteration 32Q: 3 clusters Score -1.368603e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -13686028.000000 Penalty: 3891.142334
	Iteration 33Q: 3 clusters Score -1.368603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -13686029.000000 Penalty: 3891.142334
	Iteration 34Q: 3 clusters Score -1.368603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -13686038.000000 Penalty: 3891.142334
	Iteration 35Q: 3 clusters Score -1.368604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -13686027.000000 Penalty: 3891.142334
	Iteration 36Q: 3 clusters Score -1.368603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -13686037.000000 Penalty: 3891.142334
	Iteration 37Q: 3 clusters Score -1.368604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -13686039.000000 Penalty: 3891.142334
	Iteration 38Q: 3 clusters Score -1.368604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -13686039.000000 Penalty: 3891.142334
	Iteration 39Q: 3 clusters Score -1.368604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -13686027.000000 Penalty: 3891.142334
	Iteration 40F: 3 clusters Score -1.368603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -13686031.000000 Penalty: 3891.142334
	Iteration 41Q: 3 clusters Score -1.368603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 156682 members 
Entering Unmasked Estep 
Score: -13686034.000000 Penalty: 3891.142334
	Iteration 42Q: 3 clusters Score -1.368603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -13686037.000000 Penalty: 3891.142334
	Iteration 43Q: 3 clusters Score -1.368604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 156690 members 
Entering Unmasked Estep 
Score: -13686041.000000 Penalty: 3891.142334
	Iteration 44Q: 3 clusters Score -1.368604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -13686050.000000 Penalty: 3891.142334
	Iteration 45Q: 3 clusters Score -1.368605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -13686036.000000 Penalty: 3891.142334
	Iteration 46Q: 3 clusters Score -1.368604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -13686036.000000 Penalty: 3891.142334
	Iteration 47Q: 3 clusters Score -1.368604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -13686047.000000 Penalty: 3891.142334
	Iteration 48Q: 3 clusters Score -1.368605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -13686051.000000 Penalty: 3891.142334
	Iteration 49Q: 3 clusters Score -1.368605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -13686052.000000 Penalty: 3891.142334
	Iteration 50Q: 3 clusters Score -1.368605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -13686052.000000 Penalty: 3891.142334
	Iteration 51F: 3 clusters Score -1.368605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Entering Unmasked Estep 
Score: -1837175.875000 Penalty: 1620.955444
	Iteration 0F: 2 clusters Score -1837176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1822662.250000 Penalty: 3241.910889
	Iteration 0F: 3 clusters Score -1822662 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1828040.000000 Penalty: 3241.910889
	Iteration 1F: 3 clusters Score -1828040 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1828395.375000 Penalty: 3241.910889
	Iteration 2F: 3 clusters Score -1828395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1828703.625000 Penalty: 3241.910889
	Iteration 3Q: 3 clusters Score -1828704 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1829056.000000 Penalty: 3241.910889
	Iteration 4Q: 3 clusters Score -1829056 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1829507.750000 Penalty: 3241.910889
	Iteration 5Q: 3 clusters Score -1829508 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1830163.250000 Penalty: 3241.910889
	Iteration 6F: 3 clusters Score -1830163 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1830948.375000 Penalty: 3241.910889
	Iteration 7F: 3 clusters Score -1830948 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1831656.625000 Penalty: 3241.910889
	Iteration 8F: 3 clusters Score -1831657 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1832328.500000 Penalty: 3241.910889
	Iteration 9F: 3 clusters Score -1832328 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1832971.375000 Penalty: 3241.910889
	Iteration 10Q: 3 clusters Score -1832971 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1833642.625000 Penalty: 3241.910889
	Iteration 11Q: 3 clusters Score -1833643 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1834352.500000 Penalty: 3241.910889
	Iteration 12Q: 3 clusters Score -1834352 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1834885.750000 Penalty: 3241.910889
	Iteration 13Q: 3 clusters Score -1834886 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1835224.875000 Penalty: 3241.910889
	Iteration 14Q: 3 clusters Score -1835225 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1835433.250000 Penalty: 3241.910889
	Iteration 15Q: 3 clusters Score -1835433 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1835574.125000 Penalty: 3241.910889
	Iteration 16Q: 3 clusters Score -1835574 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1835678.375000 Penalty: 3241.910889
	Iteration 17Q: 3 clusters Score -1835678 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1835750.000000 Penalty: 3241.910889
	Iteration 18Q: 3 clusters Score -1835750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1835810.250000 Penalty: 3241.910889
	Iteration 19Q: 3 clusters Score -1835810 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1835852.875000 Penalty: 3241.910889
	Iteration 20F: 3 clusters Score -1835853 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1835885.625000 Penalty: 3241.910889
	Iteration 21Q: 3 clusters Score -1835886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1835924.500000 Penalty: 3241.910889
	Iteration 22Q: 3 clusters Score -1835924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1835959.875000 Penalty: 3241.910889
	Iteration 23Q: 3 clusters Score -1835960 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1835982.000000 Penalty: 3241.910889
	Iteration 24Q: 3 clusters Score -1835982 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1836005.500000 Penalty: 3241.910889
	Iteration 25Q: 3 clusters Score -1836006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1836026.375000 Penalty: 3241.910889
	Iteration 26Q: 3 clusters Score -1836026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1836043.375000 Penalty: 3241.910889
	Iteration 27Q: 3 clusters Score -1836043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1836053.250000 Penalty: 3241.910889
	Iteration 28Q: 3 clusters Score -1836053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1836068.875000 Penalty: 3241.910889
	Iteration 29Q: 3 clusters Score -1836069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1836075.500000 Penalty: 3241.910889
	Iteration 30Q: 3 clusters Score -1836076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1836081.750000 Penalty: 3241.910889
	Iteration 31Q: 3 clusters Score -1836082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1836083.875000 Penalty: 3241.910889
	Iteration 32Q: 3 clusters Score -1836084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1836092.625000 Penalty: 3241.910889
	Iteration 33Q: 3 clusters Score -1836093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1836104.125000 Penalty: 3241.910889
	Iteration 34Q: 3 clusters Score -1836104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1836111.750000 Penalty: 3241.910889
	Iteration 35Q: 3 clusters Score -1836112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1836112.625000 Penalty: 3241.910889
	Iteration 36Q: 3 clusters Score -1836113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1836122.625000 Penalty: 3241.910889
	Iteration 37Q: 3 clusters Score -1836123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1836117.250000 Penalty: 3241.910889
	Iteration 38Q: 3 clusters Score -1836117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1836130.875000 Penalty: 3241.910889
	Iteration 39Q: 3 clusters Score -1836131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1836133.500000 Penalty: 3241.910889
	Iteration 40F: 3 clusters Score -1836134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1836136.000000 Penalty: 3241.910889
	Iteration 41Q: 3 clusters Score -1836136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1836141.250000 Penalty: 3241.910889
	Iteration 42Q: 3 clusters Score -1836141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1836143.625000 Penalty: 3241.910889
	Iteration 43Q: 3 clusters Score -1836144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1836149.375000 Penalty: 3241.910889
	Iteration 44Q: 3 clusters Score -1836149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1836151.375000 Penalty: 3241.910889
	Iteration 45Q: 3 clusters Score -1836151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1836149.375000 Penalty: 3241.910889
	Iteration 46Q: 3 clusters Score -1836149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1836149.375000 Penalty: 3241.910889
	Iteration 47Q: 3 clusters Score -1836149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1836151.125000 Penalty: 3241.910889
	Iteration 48Q: 3 clusters Score -1836151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1836148.250000 Penalty: 3241.910889
	Iteration 49Q: 3 clusters Score -1836148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1836149.875000 Penalty: 3241.910889
	Iteration 50Q: 3 clusters Score -1836150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1836149.625000 Penalty: 3241.910889
	Iteration 51Q: 3 clusters Score -1836150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1836151.875000 Penalty: 3241.910889
	Iteration 52Q: 3 clusters Score -1836152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1836151.875000 Penalty: 3241.910889
	Iteration 53F: 3 clusters Score -1836152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Entering Unmasked Estep 
Score: -1353581.875000 Penalty: 1573.279175
	Iteration 0F: 2 clusters Score -1353582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1342636.250000 Penalty: 3146.558350
	Iteration 0F: 3 clusters Score -1342636 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1346604.500000 Penalty: 3146.558350
	Iteration 1F: 3 clusters Score -1346604 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1347081.750000 Penalty: 3146.558350
	Iteration 2F: 3 clusters Score -1347082 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1347560.625000 Penalty: 3146.558350
	Iteration 3F: 3 clusters Score -1347561 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1347995.875000 Penalty: 3146.558350
	Iteration 4F: 3 clusters Score -1347996 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1348446.375000 Penalty: 3146.558350
	Iteration 5Q: 3 clusters Score -1348446 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1348980.875000 Penalty: 3146.558350
	Iteration 6Q: 3 clusters Score -1348981 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1349622.125000 Penalty: 3146.558350
	Iteration 7F: 3 clusters Score -1349622 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1350284.250000 Penalty: 3146.558350
	Iteration 8F: 3 clusters Score -1350284 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1350791.125000 Penalty: 3146.558350
	Iteration 9Q: 3 clusters Score -1350791 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1351200.875000 Penalty: 3146.558350
	Iteration 10Q: 3 clusters Score -1351201 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1351533.250000 Penalty: 3146.558350
	Iteration 11Q: 3 clusters Score -1351533 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1351823.000000 Penalty: 3146.558350
	Iteration 12Q: 3 clusters Score -1351823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1352053.875000 Penalty: 3146.558350
	Iteration 13Q: 3 clusters Score -1352054 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1352229.625000 Penalty: 3146.558350
	Iteration 14Q: 3 clusters Score -1352230 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1352363.000000 Penalty: 3146.558350
	Iteration 15Q: 3 clusters Score -1352363 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1352468.250000 Penalty: 3146.558350
	Iteration 16Q: 3 clusters Score -1352468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1352536.500000 Penalty: 3146.558350
	Iteration 17Q: 3 clusters Score -1352536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1352570.875000 Penalty: 3146.558350
	Iteration 18Q: 3 clusters Score -1352571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1352593.750000 Penalty: 3146.558350
	Iteration 19Q: 3 clusters Score -1352594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1352593.500000 Penalty: 3146.558350
	Iteration 20F: 3 clusters Score -1352594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1352597.875000 Penalty: 3146.558350
	Iteration 21Q: 3 clusters Score -1352598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1352599.000000 Penalty: 3146.558350
	Iteration 22Q: 3 clusters Score -1352599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1352598.375000 Penalty: 3146.558350
	Iteration 23Q: 3 clusters Score -1352598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1352604.125000 Penalty: 3146.558350
	Iteration 24Q: 3 clusters Score -1352604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1352605.500000 Penalty: 3146.558350
	Iteration 25Q: 3 clusters Score -1352606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1352603.250000 Penalty: 3146.558350
	Iteration 26Q: 3 clusters Score -1352603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1352603.125000 Penalty: 3146.558350
	Iteration 27Q: 3 clusters Score -1352603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1352602.875000 Penalty: 3146.558350
	Iteration 28Q: 3 clusters Score -1352603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1352602.500000 Penalty: 3146.558350
	Iteration 29Q: 3 clusters Score -1352602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1352605.750000 Penalty: 3146.558350
	Iteration 30Q: 3 clusters Score -1352606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1352606.000000 Penalty: 3146.558350
	Iteration 31Q: 3 clusters Score -1352606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1352606.000000 Penalty: 3146.558350
	Iteration 32F: 3 clusters Score -1352606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Entering Unmasked Estep 
Score: -1128424.000000 Penalty: 1545.543701
	Iteration 0F: 2 clusters Score -1128424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1118965.125000 Penalty: 3091.087402
	Iteration 0F: 3 clusters Score -1118965 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1122210.250000 Penalty: 3091.087402
	Iteration 1F: 3 clusters Score -1122210 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1122534.625000 Penalty: 3091.087402
	Iteration 2F: 3 clusters Score -1122535 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1122842.000000 Penalty: 3091.087402
	Iteration 3F: 3 clusters Score -1122842 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1123211.375000 Penalty: 3091.087402
	Iteration 4Q: 3 clusters Score -1123211 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1123662.000000 Penalty: 3091.087402
	Iteration 5F: 3 clusters Score -1123662 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1124175.250000 Penalty: 3091.087402
	Iteration 6F: 3 clusters Score -1124175 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1124690.000000 Penalty: 3091.087402
	Iteration 7F: 3 clusters Score -1124690 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1125171.875000 Penalty: 3091.087402
	Iteration 8F: 3 clusters Score -1125172 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1125566.625000 Penalty: 3091.087402
	Iteration 9F: 3 clusters Score -1125567 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1125864.375000 Penalty: 3091.087402
	Iteration 10Q: 3 clusters Score -1125864 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1126066.500000 Penalty: 3091.087402
	Iteration 11Q: 3 clusters Score -1126066 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1126201.375000 Penalty: 3091.087402
	Iteration 12Q: 3 clusters Score -1126201 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1126288.125000 Penalty: 3091.087402
	Iteration 13Q: 3 clusters Score -1126288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1126347.625000 Penalty: 3091.087402
	Iteration 14Q: 3 clusters Score -1126348 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1126413.000000 Penalty: 3091.087402
	Iteration 15Q: 3 clusters Score -1126413 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1126462.000000 Penalty: 3091.087402
	Iteration 16Q: 3 clusters Score -1126462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1126508.250000 Penalty: 3091.087402
	Iteration 17Q: 3 clusters Score -1126508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1126543.625000 Penalty: 3091.087402
	Iteration 18Q: 3 clusters Score -1126544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1126582.375000 Penalty: 3091.087402
	Iteration 19Q: 3 clusters Score -1126582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1126611.000000 Penalty: 3091.087402
	Iteration 20F: 3 clusters Score -1126611 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1126640.750000 Penalty: 3091.087402
	Iteration 21Q: 3 clusters Score -1126641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1126661.625000 Penalty: 3091.087402
	Iteration 22Q: 3 clusters Score -1126662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1126687.500000 Penalty: 3091.087402
	Iteration 23Q: 3 clusters Score -1126688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1126711.750000 Penalty: 3091.087402
	Iteration 24Q: 3 clusters Score -1126712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1126734.500000 Penalty: 3091.087402
	Iteration 25Q: 3 clusters Score -1126734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1126751.625000 Penalty: 3091.087402
	Iteration 26Q: 3 clusters Score -1126752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1126769.875000 Penalty: 3091.087402
	Iteration 27Q: 3 clusters Score -1126770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1126787.750000 Penalty: 3091.087402
	Iteration 28Q: 3 clusters Score -1126788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1126802.375000 Penalty: 3091.087402
	Iteration 29Q: 3 clusters Score -1126802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1126819.875000 Penalty: 3091.087402
	Iteration 30Q: 3 clusters Score -1126820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1126833.875000 Penalty: 3091.087402
	Iteration 31Q: 3 clusters Score -1126834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1126853.125000 Penalty: 3091.087402
	Iteration 32Q: 3 clusters Score -1126853 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1126866.750000 Penalty: 3091.087402
	Iteration 33Q: 3 clusters Score -1126867 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1126877.875000 Penalty: 3091.087402
	Iteration 34Q: 3 clusters Score -1126878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1126889.000000 Penalty: 3091.087402
	Iteration 35Q: 3 clusters Score -1126889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1126898.750000 Penalty: 3091.087402
	Iteration 36Q: 3 clusters Score -1126899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1126912.500000 Penalty: 3091.087402
	Iteration 37Q: 3 clusters Score -1126912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1126930.250000 Penalty: 3091.087402
	Iteration 38Q: 3 clusters Score -1126930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1126951.125000 Penalty: 3091.087402
	Iteration 39Q: 3 clusters Score -1126951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1126974.625000 Penalty: 3091.087402
	Iteration 40F: 3 clusters Score -1126975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1126999.875000 Penalty: 3091.087402
	Iteration 41Q: 3 clusters Score -1127000 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1127038.500000 Penalty: 3091.087402
	Iteration 42Q: 3 clusters Score -1127038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1127091.250000 Penalty: 3091.087402
	Iteration 43Q: 3 clusters Score -1127091 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1127150.625000 Penalty: 3091.087402
	Iteration 44Q: 3 clusters Score -1127151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1127224.500000 Penalty: 3091.087402
	Iteration 45Q: 3 clusters Score -1127224 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1127295.500000 Penalty: 3091.087402
	Iteration 46Q: 3 clusters Score -1127296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1127361.250000 Penalty: 3091.087402
	Iteration 47Q: 3 clusters Score -1127361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1127406.250000 Penalty: 3091.087402
	Iteration 48Q: 3 clusters Score -1127406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1127441.250000 Penalty: 3091.087402
	Iteration 49Q: 3 clusters Score -1127441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1127468.500000 Penalty: 3091.087402
	Iteration 50Q: 3 clusters Score -1127468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1127494.000000 Penalty: 3091.087402
	Iteration 51Q: 3 clusters Score -1127494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1127510.125000 Penalty: 3091.087402
	Iteration 52Q: 3 clusters Score -1127510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1127527.500000 Penalty: 3091.087402
	Iteration 53Q: 3 clusters Score -1127528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1127542.125000 Penalty: 3091.087402
	Iteration 54Q: 3 clusters Score -1127542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1127554.125000 Penalty: 3091.087402
	Iteration 55Q: 3 clusters Score -1127554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1127561.375000 Penalty: 3091.087402
	Iteration 56Q: 3 clusters Score -1127561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1127567.250000 Penalty: 3091.087402
	Iteration 57Q: 3 clusters Score -1127567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1127568.875000 Penalty: 3091.087402
	Iteration 58Q: 3 clusters Score -1127569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1127572.875000 Penalty: 3091.087402
	Iteration 59Q: 3 clusters Score -1127573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1127576.625000 Penalty: 3091.087402
	Iteration 60F: 3 clusters Score -1127577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1127581.000000 Penalty: 3091.087402
	Iteration 61Q: 3 clusters Score -1127581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1127582.750000 Penalty: 3091.087402
	Iteration 62Q: 3 clusters Score -1127583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1127583.625000 Penalty: 3091.087402
	Iteration 63Q: 3 clusters Score -1127584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1127584.000000 Penalty: 3091.087402
	Iteration 64Q: 3 clusters Score -1127584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1127588.375000 Penalty: 3091.087402
	Iteration 65Q: 3 clusters Score -1127588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1127589.500000 Penalty: 3091.087402
	Iteration 66Q: 3 clusters Score -1127590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1127589.625000 Penalty: 3091.087402
	Iteration 67Q: 3 clusters Score -1127590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1127592.875000 Penalty: 3091.087402
	Iteration 68Q: 3 clusters Score -1127593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1127593.375000 Penalty: 3091.087402
	Iteration 69Q: 3 clusters Score -1127593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1127593.500000 Penalty: 3091.087402
	Iteration 70Q: 3 clusters Score -1127594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1127593.750000 Penalty: 3091.087402
	Iteration 71Q: 3 clusters Score -1127594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1127595.000000 Penalty: 3091.087402
	Iteration 72Q: 3 clusters Score -1127595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1127597.625000 Penalty: 3091.087402
	Iteration 73Q: 3 clusters Score -1127598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1127597.625000 Penalty: 3091.087402
	Iteration 74Q: 3 clusters Score -1127598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1127596.750000 Penalty: 3091.087402
	Iteration 75Q: 3 clusters Score -1127597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1127598.000000 Penalty: 3091.087402
	Iteration 76Q: 3 clusters Score -1127598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1127597.750000 Penalty: 3091.087402
	Iteration 77Q: 3 clusters Score -1127598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1127597.750000 Penalty: 3091.087402
	Iteration 78Q: 3 clusters Score -1127598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1127599.250000 Penalty: 3091.087402
	Iteration 79Q: 3 clusters Score -1127599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1127597.500000 Penalty: 3091.087402
	Iteration 80F: 3 clusters Score -1127598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1127599.250000 Penalty: 3091.087402
	Iteration 81Q: 3 clusters Score -1127599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1127598.875000 Penalty: 3091.087402
	Iteration 82Q: 3 clusters Score -1127599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1127599.625000 Penalty: 3091.087402
	Iteration 83Q: 3 clusters Score -1127600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1127599.750000 Penalty: 3091.087402
	Iteration 84Q: 3 clusters Score -1127600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1127599.750000 Penalty: 3091.087402
	Iteration 85F: 3 clusters Score -1127600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Entering Unmasked Estep 
Score: -1308786.625000 Penalty: 1564.806152
	Iteration 0F: 2 clusters Score -1308787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1298272.750000 Penalty: 3129.612305
	Iteration 0F: 3 clusters Score -1298273 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1301988.250000 Penalty: 3129.612305
	Iteration 1F: 3 clusters Score -1301988 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1302377.125000 Penalty: 3129.612305
	Iteration 2F: 3 clusters Score -1302377 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1302768.750000 Penalty: 3129.612305
	Iteration 3F: 3 clusters Score -1302769 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1303198.000000 Penalty: 3129.612305
	Iteration 4F: 3 clusters Score -1303198 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1303690.125000 Penalty: 3129.612305
	Iteration 5F: 3 clusters Score -1303690 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1304272.375000 Penalty: 3129.612305
	Iteration 6F: 3 clusters Score -1304272 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1304871.500000 Penalty: 3129.612305
	Iteration 7F: 3 clusters Score -1304872 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1305498.750000 Penalty: 3129.612305
	Iteration 8F: 3 clusters Score -1305499 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1306060.000000 Penalty: 3129.612305
	Iteration 9Q: 3 clusters Score -1306060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1306535.375000 Penalty: 3129.612305
	Iteration 10Q: 3 clusters Score -1306535 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1306848.375000 Penalty: 3129.612305
	Iteration 11Q: 3 clusters Score -1306848 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1307059.625000 Penalty: 3129.612305
	Iteration 12Q: 3 clusters Score -1307060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1307186.625000 Penalty: 3129.612305
	Iteration 13Q: 3 clusters Score -1307187 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1307261.375000 Penalty: 3129.612305
	Iteration 14Q: 3 clusters Score -1307261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1307318.375000 Penalty: 3129.612305
	Iteration 15Q: 3 clusters Score -1307318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1307355.000000 Penalty: 3129.612305
	Iteration 16Q: 3 clusters Score -1307355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1307371.875000 Penalty: 3129.612305
	Iteration 17Q: 3 clusters Score -1307372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1307384.250000 Penalty: 3129.612305
	Iteration 18Q: 3 clusters Score -1307384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1307399.500000 Penalty: 3129.612305
	Iteration 19Q: 3 clusters Score -1307400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1307415.375000 Penalty: 3129.612305
	Iteration 20F: 3 clusters Score -1307415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1307421.750000 Penalty: 3129.612305
	Iteration 21Q: 3 clusters Score -1307422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1307427.875000 Penalty: 3129.612305
	Iteration 22Q: 3 clusters Score -1307428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1307432.750000 Penalty: 3129.612305
	Iteration 23Q: 3 clusters Score -1307433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1307442.625000 Penalty: 3129.612305
	Iteration 24Q: 3 clusters Score -1307443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1307452.375000 Penalty: 3129.612305
	Iteration 25Q: 3 clusters Score -1307452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1307461.625000 Penalty: 3129.612305
	Iteration 26Q: 3 clusters Score -1307462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1307467.375000 Penalty: 3129.612305
	Iteration 27Q: 3 clusters Score -1307467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1307468.000000 Penalty: 3129.612305
	Iteration 28Q: 3 clusters Score -1307468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1307473.375000 Penalty: 3129.612305
	Iteration 29Q: 3 clusters Score -1307473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1307475.625000 Penalty: 3129.612305
	Iteration 30Q: 3 clusters Score -1307476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1307474.375000 Penalty: 3129.612305
	Iteration 31Q: 3 clusters Score -1307474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1307474.375000 Penalty: 3129.612305
	Iteration 32F: 3 clusters Score -1307474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Entering Unmasked Estep 
Score: -1438461.125000 Penalty: 1592.925293
	Iteration 0F: 2 clusters Score -1438461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1426139.875000 Penalty: 3185.850586
	Iteration 0F: 3 clusters Score -1426140 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1430570.125000 Penalty: 3185.850586
	Iteration 1F: 3 clusters Score -1430570 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1431004.625000 Penalty: 3185.850586
	Iteration 2F: 3 clusters Score -1431005 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1431421.625000 Penalty: 3185.850586
	Iteration 3F: 3 clusters Score -1431422 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1431880.875000 Penalty: 3185.850586
	Iteration 4F: 3 clusters Score -1431881 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1432349.500000 Penalty: 3185.850586
	Iteration 5F: 3 clusters Score -1432350 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1432892.875000 Penalty: 3185.850586
	Iteration 6F: 3 clusters Score -1432893 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1433537.375000 Penalty: 3185.850586
	Iteration 7F: 3 clusters Score -1433537 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1434233.750000 Penalty: 3185.850586
	Iteration 8F: 3 clusters Score -1434234 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1434915.125000 Penalty: 3185.850586
	Iteration 9F: 3 clusters Score -1434915 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1435539.000000 Penalty: 3185.850586
	Iteration 10Q: 3 clusters Score -1435539 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1436095.250000 Penalty: 3185.850586
	Iteration 11Q: 3 clusters Score -1436095 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1436457.000000 Penalty: 3185.850586
	Iteration 12Q: 3 clusters Score -1436457 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1436698.250000 Penalty: 3185.850586
	Iteration 13Q: 3 clusters Score -1436698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1436855.000000 Penalty: 3185.850586
	Iteration 14Q: 3 clusters Score -1436855 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1436956.125000 Penalty: 3185.850586
	Iteration 15Q: 3 clusters Score -1436956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1437018.250000 Penalty: 3185.850586
	Iteration 16Q: 3 clusters Score -1437018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1437067.125000 Penalty: 3185.850586
	Iteration 17Q: 3 clusters Score -1437067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1437099.500000 Penalty: 3185.850586
	Iteration 18Q: 3 clusters Score -1437100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1437130.125000 Penalty: 3185.850586
	Iteration 19Q: 3 clusters Score -1437130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1437153.750000 Penalty: 3185.850586
	Iteration 20F: 3 clusters Score -1437154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1437168.875000 Penalty: 3185.850586
	Iteration 21Q: 3 clusters Score -1437169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1437179.875000 Penalty: 3185.850586
	Iteration 22Q: 3 clusters Score -1437180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1437187.750000 Penalty: 3185.850586
	Iteration 23Q: 3 clusters Score -1437188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1437194.375000 Penalty: 3185.850586
	Iteration 24Q: 3 clusters Score -1437194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1437199.125000 Penalty: 3185.850586
	Iteration 25Q: 3 clusters Score -1437199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1437202.375000 Penalty: 3185.850586
	Iteration 26Q: 3 clusters Score -1437202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1437207.375000 Penalty: 3185.850586
	Iteration 27Q: 3 clusters Score -1437207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1437211.750000 Penalty: 3185.850586
	Iteration 28Q: 3 clusters Score -1437212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1437219.750000 Penalty: 3185.850586
	Iteration 29Q: 3 clusters Score -1437220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1437223.750000 Penalty: 3185.850586
	Iteration 30Q: 3 clusters Score -1437224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1437229.250000 Penalty: 3185.850586
	Iteration 31Q: 3 clusters Score -1437229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1437233.250000 Penalty: 3185.850586
	Iteration 32Q: 3 clusters Score -1437233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1437233.250000 Penalty: 3185.850586
	Iteration 33F: 3 clusters Score -1437233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -288575.093750 Penalty: 1344.955566
	Iteration 0F: 2 clusters Score -288575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -285301.125000 Penalty: 2689.911133
	Iteration 0F: 3 clusters Score -285301.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -286369.812500 Penalty: 2689.911133
	Iteration 1F: 3 clusters Score -286369.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -286701.875000 Penalty: 2689.911133
	Iteration 2F: 3 clusters Score -286701.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -286923.875000 Penalty: 2689.911133
	Iteration 3F: 3 clusters Score -286923.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -287111.062500 Penalty: 2689.911133
	Iteration 4F: 3 clusters Score -287111.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -287246.562500 Penalty: 2689.911133
	Iteration 5Q: 3 clusters Score -287246.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -287364.937500 Penalty: 2689.911133
	Iteration 6Q: 3 clusters Score -287364.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -287429.906250 Penalty: 2689.911133
	Iteration 7Q: 3 clusters Score -287429.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -287471.125000 Penalty: 2689.911133
	Iteration 8Q: 3 clusters Score -287471.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -287514.218750 Penalty: 2689.911133
	Iteration 9Q: 3 clusters Score -287514.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287553.187500 Penalty: 2689.911133
	Iteration 10Q: 3 clusters Score -287553.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -287589.218750 Penalty: 2689.911133
	Iteration 11Q: 3 clusters Score -287589.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -287617.843750 Penalty: 2689.911133
	Iteration 12Q: 3 clusters Score -287617.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -287650.968750 Penalty: 2689.911133
	Iteration 13Q: 3 clusters Score -287651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -287681.468750 Penalty: 2689.911133
	Iteration 14Q: 3 clusters Score -287681.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -287703.687500 Penalty: 2689.911133
	Iteration 15Q: 3 clusters Score -287703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -287717.718750 Penalty: 2689.911133
	Iteration 16Q: 3 clusters Score -287717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -287726.437500 Penalty: 2689.911133
	Iteration 17Q: 3 clusters Score -287726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -287737.218750 Penalty: 2689.911133
	Iteration 18Q: 3 clusters Score -287737.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287752.000000 Penalty: 2689.911133
	Iteration 19Q: 3 clusters Score -287752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287759.718750 Penalty: 2689.911133
	Iteration 20F: 3 clusters Score -287759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287765.093750 Penalty: 2689.911133
	Iteration 21Q: 3 clusters Score -287765.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -287773.031250 Penalty: 2689.911133
	Iteration 22Q: 3 clusters Score -287773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -287776.281250 Penalty: 2689.911133
	Iteration 23Q: 3 clusters Score -287776.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -287780.843750 Penalty: 2689.911133
	Iteration 24Q: 3 clusters Score -287780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -287784.062500 Penalty: 2689.911133
	Iteration 25Q: 3 clusters Score -287784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -287790.187500 Penalty: 2689.911133
	Iteration 26Q: 3 clusters Score -287790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -287793.718750 Penalty: 2689.911133
	Iteration 27Q: 3 clusters Score -287793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -287795.375000 Penalty: 2689.911133
	Iteration 28Q: 3 clusters Score -287795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -287797.781250 Penalty: 2689.911133
	Iteration 29Q: 3 clusters Score -287797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -287801.968750 Penalty: 2689.911133
	Iteration 30Q: 3 clusters Score -287802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -287805.468750 Penalty: 2689.911133
	Iteration 31Q: 3 clusters Score -287805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -287809.437500 Penalty: 2689.911133
	Iteration 32Q: 3 clusters Score -287809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -287809.593750 Penalty: 2689.911133
	Iteration 33Q: 3 clusters Score -287809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -287810.656250 Penalty: 2689.911133
	Iteration 34Q: 3 clusters Score -287810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -287810.500000 Penalty: 2689.911133
	Iteration 35Q: 3 clusters Score -287810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -287810.625000 Penalty: 2689.911133
	Iteration 36Q: 3 clusters Score -287810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -287811.687500 Penalty: 2689.911133
	Iteration 37Q: 3 clusters Score -287811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -287811.093750 Penalty: 2689.911133
	Iteration 38Q: 3 clusters Score -287811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -287811.093750 Penalty: 2689.911133
	Iteration 39F: 3 clusters Score -287811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -471505.781250 Penalty: 1404.764893
	Iteration 0F: 2 clusters Score -471505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -467113.750000 Penalty: 2809.529785
	Iteration 0F: 3 clusters Score -467113.8 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -468778.968750 Penalty: 2809.529785
	Iteration 1F: 3 clusters Score -468779 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -469274.687500 Penalty: 2809.529785
	Iteration 2F: 3 clusters Score -469274.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -469757.187500 Penalty: 2809.529785
	Iteration 3F: 3 clusters Score -469757.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -470199.156250 Penalty: 2809.529785
	Iteration 4F: 3 clusters Score -470199.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -470555.875000 Penalty: 2809.529785
	Iteration 5F: 3 clusters Score -470555.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -470800.562500 Penalty: 2809.529785
	Iteration 6F: 3 clusters Score -470800.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -470954.843750 Penalty: 2809.529785
	Iteration 7Q: 3 clusters Score -470954.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -471062.781250 Penalty: 2809.529785
	Iteration 8Q: 3 clusters Score -471062.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -471127.406250 Penalty: 2809.529785
	Iteration 9Q: 3 clusters Score -471127.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -471167.218750 Penalty: 2809.529785
	Iteration 10Q: 3 clusters Score -471167.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -471195.531250 Penalty: 2809.529785
	Iteration 11Q: 3 clusters Score -471195.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -471209.906250 Penalty: 2809.529785
	Iteration 12Q: 3 clusters Score -471209.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -471222.750000 Penalty: 2809.529785
	Iteration 13Q: 3 clusters Score -471222.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -471228.500000 Penalty: 2809.529785
	Iteration 14Q: 3 clusters Score -471228.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -471234.875000 Penalty: 2809.529785
	Iteration 15Q: 3 clusters Score -471234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -471241.375000 Penalty: 2809.529785
	Iteration 16Q: 3 clusters Score -471241.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -471250.343750 Penalty: 2809.529785
	Iteration 17Q: 3 clusters Score -471250.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -471261.750000 Penalty: 2809.529785
	Iteration 18Q: 3 clusters Score -471261.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -471271.437500 Penalty: 2809.529785
	Iteration 19Q: 3 clusters Score -471271.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -471285.000000 Penalty: 2809.529785
	Iteration 20F: 3 clusters Score -471285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -471292.406250 Penalty: 2809.529785
	Iteration 21Q: 3 clusters Score -471292.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -471299.187500 Penalty: 2809.529785
	Iteration 22Q: 3 clusters Score -471299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -471308.218750 Penalty: 2809.529785
	Iteration 23Q: 3 clusters Score -471308.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -471317.281250 Penalty: 2809.529785
	Iteration 24Q: 3 clusters Score -471317.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -471329.843750 Penalty: 2809.529785
	Iteration 25Q: 3 clusters Score -471329.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -471343.031250 Penalty: 2809.529785
	Iteration 26Q: 3 clusters Score -471343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -471356.531250 Penalty: 2809.529785
	Iteration 27Q: 3 clusters Score -471356.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -471367.750000 Penalty: 2809.529785
	Iteration 28Q: 3 clusters Score -471367.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -471373.312500 Penalty: 2809.529785
	Iteration 29Q: 3 clusters Score -471373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -471375.343750 Penalty: 2809.529785
	Iteration 30Q: 3 clusters Score -471375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -471377.531250 Penalty: 2809.529785
	Iteration 31Q: 3 clusters Score -471377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -471378.656250 Penalty: 2809.529785
	Iteration 32Q: 3 clusters Score -471378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -471380.312500 Penalty: 2809.529785
	Iteration 33Q: 3 clusters Score -471380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -471380.093750 Penalty: 2809.529785
	Iteration 34Q: 3 clusters Score -471380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -471380.343750 Penalty: 2809.529785
	Iteration 35Q: 3 clusters Score -471380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -471380.343750 Penalty: 2809.529785
	Iteration 36F: 3 clusters Score -471380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -581615.812500 Penalty: 1432.979370
	Iteration 0F: 2 clusters Score -581615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -576487.375000 Penalty: 2865.958740
	Iteration 0F: 3 clusters Score -576487.4 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -577980.875000 Penalty: 2865.958740
	Iteration 1F: 3 clusters Score -577980.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -578220.437500 Penalty: 2865.958740
	Iteration 2F: 3 clusters Score -578220.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -578423.812500 Penalty: 2865.958740
	Iteration 3F: 3 clusters Score -578423.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -578649.437500 Penalty: 2865.958740
	Iteration 4F: 3 clusters Score -578649.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -578885.812500 Penalty: 2865.958740
	Iteration 5F: 3 clusters Score -578885.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -579145.125000 Penalty: 2865.958740
	Iteration 6F: 3 clusters Score -579145.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -579388.625000 Penalty: 2865.958740
	Iteration 7Q: 3 clusters Score -579388.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -579651.875000 Penalty: 2865.958740
	Iteration 8Q: 3 clusters Score -579651.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -579859.000000 Penalty: 2865.958740
	Iteration 9Q: 3 clusters Score -579859 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -580000.000000 Penalty: 2865.958740
	Iteration 10Q: 3 clusters Score -580000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -580123.687500 Penalty: 2865.958740
	Iteration 11Q: 3 clusters Score -580123.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -580215.062500 Penalty: 2865.958740
	Iteration 12Q: 3 clusters Score -580215.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -580294.437500 Penalty: 2865.958740
	Iteration 13Q: 3 clusters Score -580294.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -580381.125000 Penalty: 2865.958740
	Iteration 14Q: 3 clusters Score -580381.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -580453.250000 Penalty: 2865.958740
	Iteration 15Q: 3 clusters Score -580453.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -580536.250000 Penalty: 2865.958740
	Iteration 16Q: 3 clusters Score -580536.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -580583.000000 Penalty: 2865.958740
	Iteration 17Q: 3 clusters Score -580583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -580613.062500 Penalty: 2865.958740
	Iteration 18Q: 3 clusters Score -580613.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -580636.375000 Penalty: 2865.958740
	Iteration 19Q: 3 clusters Score -580636.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -580655.875000 Penalty: 2865.958740
	Iteration 20F: 3 clusters Score -580655.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -580669.312500 Penalty: 2865.958740
	Iteration 21Q: 3 clusters Score -580669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -580676.875000 Penalty: 2865.958740
	Iteration 22Q: 3 clusters Score -580676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -580682.125000 Penalty: 2865.958740
	Iteration 23Q: 3 clusters Score -580682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -580684.687500 Penalty: 2865.958740
	Iteration 24Q: 3 clusters Score -580684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -580687.062500 Penalty: 2865.958740
	Iteration 25Q: 3 clusters Score -580687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -580692.250000 Penalty: 2865.958740
	Iteration 26Q: 3 clusters Score -580692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -580694.500000 Penalty: 2865.958740
	Iteration 27Q: 3 clusters Score -580694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -580697.750000 Penalty: 2865.958740
	Iteration 28Q: 3 clusters Score -580697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -580698.625000 Penalty: 2865.958740
	Iteration 29Q: 3 clusters Score -580698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -580701.000000 Penalty: 2865.958740
	Iteration 30Q: 3 clusters Score -580701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -580700.750000 Penalty: 2865.958740
	Iteration 31Q: 3 clusters Score -580700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -580700.750000 Penalty: 2865.958740
	Iteration 32F: 3 clusters Score -580700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -572280.187500 Penalty: 1436.335327
	Iteration 0F: 2 clusters Score -572280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -567057.750000 Penalty: 2872.670654
	Iteration 0F: 3 clusters Score -567057.8 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -568585.812500 Penalty: 2872.670654
	Iteration 1F: 3 clusters Score -568585.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -568857.812500 Penalty: 2872.670654
	Iteration 2F: 3 clusters Score -568857.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -569150.937500 Penalty: 2872.670654
	Iteration 3F: 3 clusters Score -569150.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -569610.562500 Penalty: 2872.670654
	Iteration 4F: 3 clusters Score -569610.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -570418.750000 Penalty: 2872.670654
	Iteration 5F: 3 clusters Score -570418.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -571599.500000 Penalty: 2872.670654
	Iteration 6F: 3 clusters Score -571599.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -572568.500000 Penalty: 2872.670654
	Iteration 7F: 3 clusters Score -572568.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -573088.750000 Penalty: 2872.670654
	Iteration 8F: 3 clusters Score -573088.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -573358.125000 Penalty: 2872.670654
	Iteration 9Q: 3 clusters Score -573358.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -573503.375000 Penalty: 2872.670654
	Iteration 10Q: 3 clusters Score -573503.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -573591.750000 Penalty: 2872.670654
	Iteration 11Q: 3 clusters Score -573591.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -573654.875000 Penalty: 2872.670654
	Iteration 12Q: 3 clusters Score -573654.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -573710.937500 Penalty: 2872.670654
	Iteration 13Q: 3 clusters Score -573710.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -573757.500000 Penalty: 2872.670654
	Iteration 14Q: 3 clusters Score -573757.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -573799.000000 Penalty: 2872.670654
	Iteration 15Q: 3 clusters Score -573799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -573829.062500 Penalty: 2872.670654
	Iteration 16Q: 3 clusters Score -573829.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -573849.312500 Penalty: 2872.670654
	Iteration 17Q: 3 clusters Score -573849.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -573863.250000 Penalty: 2872.670654
	Iteration 18Q: 3 clusters Score -573863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -573869.875000 Penalty: 2872.670654
	Iteration 19Q: 3 clusters Score -573869.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -573872.000000 Penalty: 2872.670654
	Iteration 20F: 3 clusters Score -573872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -573875.812500 Penalty: 2872.670654
	Iteration 21Q: 3 clusters Score -573875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -573876.437500 Penalty: 2872.670654
	Iteration 22Q: 3 clusters Score -573876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -573877.187500 Penalty: 2872.670654
	Iteration 23Q: 3 clusters Score -573877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -573877.250000 Penalty: 2872.670654
	Iteration 24Q: 3 clusters Score -573877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -573877.500000 Penalty: 2872.670654
	Iteration 25Q: 3 clusters Score -573877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -573876.625000 Penalty: 2872.670654
	Iteration 26Q: 3 clusters Score -573876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -573876.625000 Penalty: 2872.670654
	Iteration 27F: 3 clusters Score -573876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 2356 members 
Mstep: Class 29 contains 7347 members 
Mstep: Class 30 contains 11062 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 5162 members 
Mstep: Class 33 contains 4542 members 
Entering Unmasked Estep 
Score: -54416912.000000 Penalty: 71835.218750
Splitting cluster 28 changes total score from -54412344.000000 to -54416912.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19409 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 206196 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 158379 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 3931 members 
Mstep: Class 26 contains 5680 members 
Mstep: Class 27 contains 6757 members 
Mstep: Class 28 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54419344.000000 Penalty: 71835.218750
Iteration 79Q: 34 clusters Score -5.441934e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 847 members 
Mstep: Class 6 contains 12963 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 63378 members 
Mstep: Class 11 contains 19412 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 206185 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 11260 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 17 contains 732 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 158451 members 
Mstep: Class 20 contains 21650 members 
Mstep: Class 21 contains 16065 members 
Mstep: Class 22 contains 13314 members 
Mstep: Class 23 contains 15288 members 
Mstep: Class 24 contains 18194 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 5682 members 
Mstep: Class 27 contains 6824 members 
Mstep: Class 28 contains 2461 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 10738 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54421432.000000 Penalty: 71835.218750
Iteration 80F: 34 clusters Score -5.442143e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 732 members 
Mstep: Class 6 contains 12908 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 63364 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 206137 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 11278 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 1139 members 
Mstep: Class 19 contains 158457 members 
Mstep: Class 20 contains 21566 members 
Mstep: Class 21 contains 16036 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 15120 members 
Mstep: Class 24 contains 18187 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 5687 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 2526 members 
Mstep: Class 29 contains 7247 members 
Mstep: Class 30 contains 11072 members 
Mstep: Class 31 contains 4355 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 4553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54422608.000000 Penalty: 71835.218750
Iteration 81Q: 34 clusters Score -5.442261e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 12869 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 63377 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 13 contains 206098 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 158468 members 
Mstep: Class 20 contains 21544 members 
Mstep: Class 21 contains 15983 members 
Mstep: Class 22 contains 13013 members 
Mstep: Class 23 contains 15031 members 
Mstep: Class 24 contains 18153 members 
Mstep: Class 25 contains 3980 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 6544 members 
Mstep: Class 28 contains 2547 members 
Mstep: Class 29 contains 7259 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 4254 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423292.000000 Penalty: 71835.218750
Iteration 82Q: 34 clusters Score -5.442329e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 12843 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 7426 members 
Mstep: Class 10 contains 63380 members 
Mstep: Class 11 contains 19295 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 206065 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 1126 members 
Mstep: Class 19 contains 158495 members 
Mstep: Class 20 contains 21559 members 
Mstep: Class 21 contains 15940 members 
Mstep: Class 22 contains 12888 members 
Mstep: Class 23 contains 14944 members 
Mstep: Class 24 contains 18106 members 
Mstep: Class 25 contains 3992 members 
Mstep: Class 26 contains 5693 members 
Mstep: Class 27 contains 6436 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 11477 members 
Mstep: Class 31 contains 4175 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54423892.000000 Penalty: 71835.218750
Iteration 83Q: 34 clusters Score -5.442389e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6159 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 12820 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 2723 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 63384 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 5183 members 
Mstep: Class 13 contains 206030 members 
Mstep: Class 14 contains 5104 members 
Mstep: Class 15 contains 11379 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 1117 members 
Mstep: Class 19 contains 158512 members 
Mstep: Class 20 contains 21576 members 
Mstep: Class 21 contains 15911 members 
Mstep: Class 22 contains 12768 members 
Mstep: Class 23 contains 14872 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 5696 members 
Mstep: Class 27 contains 6346 members 
Mstep: Class 28 contains 2566 members 
Mstep: Class 29 contains 7273 members 
Mstep: Class 30 contains 11627 members 
Mstep: Class 31 contains 4109 members 
Mstep: Class 32 contains 5040 members 
Mstep: Class 33 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424284.000000 Penalty: 71835.218750
Iteration 84Q: 34 clusters Score -5.442428e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 12788 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 7419 members 
Mstep: Class 10 contains 63395 members 
Mstep: Class 11 contains 19239 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 206011 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 11407 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 753 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 158533 members 
Mstep: Class 20 contains 21604 members 
Mstep: Class 21 contains 15882 members 
Mstep: Class 22 contains 12671 members 
Mstep: Class 23 contains 14820 members 
Mstep: Class 24 contains 18054 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5696 members 
Mstep: Class 27 contains 6254 members 
Mstep: Class 28 contains 2553 members 
Mstep: Class 29 contains 7259 members 
Mstep: Class 30 contains 11769 members 
Mstep: Class 31 contains 4054 members 
Mstep: Class 32 contains 5058 members 
Mstep: Class 33 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54424664.000000 Penalty: 71835.218750
Iteration 85Q: 34 clusters Score -5.442466e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 12767 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 63394 members 
Mstep: Class 11 contains 19213 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 205989 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 11442 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 158546 members 
Mstep: Class 20 contains 21626 members 
Mstep: Class 21 contains 15861 members 
Mstep: Class 22 contains 12560 members 
Mstep: Class 23 contains 14779 members 
Mstep: Class 24 contains 18017 members 
Mstep: Class 25 contains 4016 members 
Mstep: Class 26 contains 5697 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 7242 members 
Mstep: Class 30 contains 11903 members 
Mstep: Class 31 contains 3998 members 
Mstep: Class 32 contains 5071 members 
Mstep: Class 33 contains 4689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425064.000000 Penalty: 71835.218750
Iteration 86Q: 34 clusters Score -5.442506e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 6317 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 2722 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 63393 members 
Mstep: Class 11 contains 19193 members 
Mstep: Class 12 contains 5613 members 
Mstep: Class 13 contains 205965 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 2132 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1095 members 
Mstep: Class 19 contains 158553 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 15849 members 
Mstep: Class 22 contains 12470 members 
Mstep: Class 23 contains 14743 members 
Mstep: Class 24 contains 17994 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 5700 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 2505 members 
Mstep: Class 29 contains 7233 members 
Mstep: Class 30 contains 12013 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 5085 members 
Mstep: Class 33 contains 4695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425076.000000 Penalty: 71835.218750
Iteration 87Q: 34 clusters Score -5.442508e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 12759 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 205938 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 11471 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 158572 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 15830 members 
Mstep: Class 22 contains 12410 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 17976 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 5703 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 7225 members 
Mstep: Class 30 contains 12104 members 
Mstep: Class 31 contains 3867 members 
Mstep: Class 32 contains 5098 members 
Mstep: Class 33 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425192.000000 Penalty: 71835.218750
Iteration 88Q: 34 clusters Score -5.442519e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 12749 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 19152 members 
Mstep: Class 12 contains 5869 members 
Mstep: Class 13 contains 205913 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 158587 members 
Mstep: Class 20 contains 21659 members 
Mstep: Class 21 contains 15815 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 14671 members 
Mstep: Class 24 contains 17965 members 
Mstep: Class 25 contains 4030 members 
Mstep: Class 26 contains 5707 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 7223 members 
Mstep: Class 30 contains 12189 members 
Mstep: Class 31 contains 3794 members 
Mstep: Class 32 contains 5101 members 
Mstep: Class 33 contains 4702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425372.000000 Penalty: 71835.218750
Iteration 89Q: 34 clusters Score -5.442537e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 12737 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 63383 members 
Mstep: Class 11 contains 19119 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 205884 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 11503 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 158597 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 15808 members 
Mstep: Class 22 contains 12305 members 
Mstep: Class 23 contains 14652 members 
Mstep: Class 24 contains 17946 members 
Mstep: Class 25 contains 4032 members 
Mstep: Class 26 contains 5709 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 7222 members 
Mstep: Class 30 contains 12267 members 
Mstep: Class 31 contains 3714 members 
Mstep: Class 32 contains 5096 members 
Mstep: Class 33 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425464.000000 Penalty: 71835.218750
Iteration 90Q: 34 clusters Score -5.442546e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 12734 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 63382 members 
Mstep: Class 11 contains 19107 members 
Mstep: Class 12 contains 6113 members 
Mstep: Class 13 contains 205870 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 11516 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 158605 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 15793 members 
Mstep: Class 22 contains 12267 members 
Mstep: Class 23 contains 14628 members 
Mstep: Class 24 contains 17925 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 5711 members 
Mstep: Class 27 contains 5870 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 7219 members 
Mstep: Class 30 contains 12340 members 
Mstep: Class 31 contains 3629 members 
Mstep: Class 32 contains 5101 members 
Mstep: Class 33 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425532.000000 Penalty: 71835.218750
Iteration 91Q: 34 clusters Score -5.442553e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6510 members 
Mstep: Class 3 contains 5136 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 63382 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 205851 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 11537 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 158613 members 
Mstep: Class 20 contains 21665 members 
Mstep: Class 21 contains 15776 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 14602 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 5711 members 
Mstep: Class 27 contains 5830 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 7211 members 
Mstep: Class 30 contains 12397 members 
Mstep: Class 31 contains 3542 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425652.000000 Penalty: 71835.218750
Iteration 92Q: 34 clusters Score -5.442565e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 621 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 63376 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 205843 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 11559 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 158617 members 
Mstep: Class 20 contains 21660 members 
Mstep: Class 21 contains 15761 members 
Mstep: Class 22 contains 12210 members 
Mstep: Class 23 contains 14589 members 
Mstep: Class 24 contains 17904 members 
Mstep: Class 25 contains 4048 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 5808 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 7208 members 
Mstep: Class 30 contains 12434 members 
Mstep: Class 31 contains 3459 members 
Mstep: Class 32 contains 5111 members 
Mstep: Class 33 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425796.000000 Penalty: 71835.218750
Iteration 93Q: 34 clusters Score -5.44258e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6530 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 12729 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 63377 members 
Mstep: Class 11 contains 19052 members 
Mstep: Class 12 contains 6439 members 
Mstep: Class 13 contains 205840 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1095 members 
Mstep: Class 19 contains 158630 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 15751 members 
Mstep: Class 22 contains 12183 members 
Mstep: Class 23 contains 14585 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 5718 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 2470 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 12469 members 
Mstep: Class 31 contains 3388 members 
Mstep: Class 32 contains 5123 members 
Mstep: Class 33 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425956.000000 Penalty: 71835.218750
Iteration 94Q: 34 clusters Score -5.442596e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 63366 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 13 contains 205845 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 158640 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 15731 members 
Mstep: Class 22 contains 12158 members 
Mstep: Class 23 contains 14585 members 
Mstep: Class 24 contains 17886 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 2474 members 
Mstep: Class 29 contains 7204 members 
Mstep: Class 30 contains 12508 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 5132 members 
Mstep: Class 33 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54425960.000000 Penalty: 71835.218750
Iteration 95Q: 34 clusters Score -5.442596e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6546 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 63361 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 13 contains 205834 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 158647 members 
Mstep: Class 20 contains 21656 members 
Mstep: Class 21 contains 15716 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 17891 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7202 members 
Mstep: Class 30 contains 12550 members 
Mstep: Class 31 contains 3274 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 4724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426168.000000 Penalty: 71835.218750
Iteration 96Q: 34 clusters Score -5.442617e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 12721 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 6645 members 
Mstep: Class 13 contains 205831 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 158659 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 12134 members 
Mstep: Class 23 contains 14566 members 
Mstep: Class 24 contains 17896 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 5705 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 7200 members 
Mstep: Class 30 contains 12585 members 
Mstep: Class 31 contains 3226 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426128.000000 Penalty: 71835.218750
Iteration 97Q: 34 clusters Score -5.442613e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6553 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 63362 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 6681 members 
Mstep: Class 13 contains 205827 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 158664 members 
Mstep: Class 20 contains 21649 members 
Mstep: Class 21 contains 15699 members 
Mstep: Class 22 contains 12122 members 
Mstep: Class 23 contains 14559 members 
Mstep: Class 24 contains 17903 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 5691 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7196 members 
Mstep: Class 30 contains 12613 members 
Mstep: Class 31 contains 3209 members 
Mstep: Class 32 contains 5132 members 
Mstep: Class 33 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426200.000000 Penalty: 71835.218750
Iteration 98Q: 34 clusters Score -5.44262e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 12711 members 
Mstep: Class 7 contains 1737 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 63356 members 
Mstep: Class 11 contains 19017 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 205817 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 1998 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 158668 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 15694 members 
Mstep: Class 22 contains 12111 members 
Mstep: Class 23 contains 14548 members 
Mstep: Class 24 contains 17907 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5671 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 3198 members 
Mstep: Class 32 contains 5129 members 
Mstep: Class 33 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426332.000000 Penalty: 71835.218750
Iteration 99Q: 34 clusters Score -5.442633e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6568 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12711 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 63355 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 205807 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 11634 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 158671 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 15686 members 
Mstep: Class 22 contains 12102 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 17906 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12678 members 
Mstep: Class 31 contains 3188 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 4737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426424.000000 Penalty: 71835.218750
Iteration 100F: 34 clusters Score -5.442642e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 6580 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12709 members 
Mstep: Class 7 contains 1739 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 63358 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 6814 members 
Mstep: Class 13 contains 205803 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 11640 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 158670 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 15681 members 
Mstep: Class 22 contains 12092 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 17901 members 
Mstep: Class 25 contains 4045 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12708 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426508.000000 Penalty: 71835.218750
Iteration 101Q: 34 clusters Score -5.442651e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 6581 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63361 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 6893 members 
Mstep: Class 13 contains 205795 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1018 members 
Mstep: Class 19 contains 158680 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15669 members 
Mstep: Class 22 contains 12086 members 
Mstep: Class 23 contains 14510 members 
Mstep: Class 24 contains 17900 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5621 members 
Mstep: Class 28 contains 2492 members 
Mstep: Class 29 contains 7189 members 
Mstep: Class 30 contains 12747 members 
Mstep: Class 31 contains 3060 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 4743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426604.000000 Penalty: 71835.218750
Iteration 102Q: 34 clusters Score -5.44266e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6587 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12696 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 7461 members 
Mstep: Class 10 contains 63366 members 
Mstep: Class 11 contains 19017 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 205793 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 11648 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 158683 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15659 members 
Mstep: Class 22 contains 12082 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5598 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 7188 members 
Mstep: Class 30 contains 12787 members 
Mstep: Class 31 contains 3016 members 
Mstep: Class 32 contains 5121 members 
Mstep: Class 33 contains 4745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426568.000000 Penalty: 71835.218750
Iteration 103Q: 34 clusters Score -5.442657e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 7459 members 
Mstep: Class 10 contains 63370 members 
Mstep: Class 11 contains 19017 members 
Mstep: Class 12 contains 6981 members 
Mstep: Class 13 contains 205796 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11651 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 158687 members 
Mstep: Class 20 contains 21632 members 
Mstep: Class 21 contains 15654 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 14486 members 
Mstep: Class 24 contains 17897 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 2495 members 
Mstep: Class 29 contains 7188 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 2988 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 4748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426608.000000 Penalty: 71835.218750
Iteration 104Q: 34 clusters Score -5.442661e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12681 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 63374 members 
Mstep: Class 11 contains 19014 members 
Mstep: Class 12 contains 6994 members 
Mstep: Class 13 contains 205802 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11659 members 
Mstep: Class 16 contains 1961 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1006 members 
Mstep: Class 19 contains 158690 members 
Mstep: Class 20 contains 21628 members 
Mstep: Class 21 contains 15650 members 
Mstep: Class 22 contains 12069 members 
Mstep: Class 23 contains 14477 members 
Mstep: Class 24 contains 17897 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7188 members 
Mstep: Class 30 contains 12854 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 5112 members 
Mstep: Class 33 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426608.000000 Penalty: 71835.218750
Iteration 105Q: 34 clusters Score -5.442661e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 7456 members 
Mstep: Class 10 contains 63373 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 205803 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1006 members 
Mstep: Class 19 contains 158695 members 
Mstep: Class 20 contains 21630 members 
Mstep: Class 21 contains 15643 members 
Mstep: Class 22 contains 12057 members 
Mstep: Class 23 contains 14470 members 
Mstep: Class 24 contains 17903 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5556 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7189 members 
Mstep: Class 30 contains 12872 members 
Mstep: Class 31 contains 2965 members 
Mstep: Class 32 contains 5105 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 34 clusters Score -5.442663e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12675 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63373 members 
Mstep: Class 11 contains 19012 members 
Mstep: Class 12 contains 7022 members 
Mstep: Class 13 contains 205802 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11671 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 158696 members 
Mstep: Class 20 contains 21630 members 
Mstep: Class 21 contains 15638 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 14466 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 2498 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12882 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 5102 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
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Iteration 107Q: 34 clusters Score -5.442662e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 5150 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12670 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 7454 members 
Mstep: Class 10 contains 63374 members 
Mstep: Class 11 contains 19012 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 205792 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 999 members 
Mstep: Class 19 contains 158694 members 
Mstep: Class 20 contains 21632 members 
Mstep: Class 21 contains 15637 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 14462 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5551 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12892 members 
Mstep: Class 31 contains 2952 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
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Iteration 108Q: 34 clusters Score -5.442666e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63377 members 
Mstep: Class 11 contains 19014 members 
Mstep: Class 12 contains 7039 members 
Mstep: Class 13 contains 205788 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 11714 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 994 members 
Mstep: Class 19 contains 158696 members 
Mstep: Class 20 contains 21633 members 
Mstep: Class 21 contains 15637 members 
Mstep: Class 22 contains 12005 members 
Mstep: Class 23 contains 14456 members 
Mstep: Class 24 contains 17912 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12901 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 5109 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426700.000000 Penalty: 71835.218750
Iteration 109Q: 34 clusters Score -5.44267e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 5151 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 19017 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 205787 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 158700 members 
Mstep: Class 20 contains 21631 members 
Mstep: Class 21 contains 15633 members 
Mstep: Class 22 contains 11988 members 
Mstep: Class 23 contains 14450 members 
Mstep: Class 24 contains 17917 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5544 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12906 members 
Mstep: Class 31 contains 2939 members 
Mstep: Class 32 contains 5105 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426776.000000 Penalty: 71835.218750
Iteration 110Q: 34 clusters Score -5.442678e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12664 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 63380 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 7044 members 
Mstep: Class 13 contains 205783 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 158703 members 
Mstep: Class 20 contains 21632 members 
Mstep: Class 21 contains 15633 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 23 contains 14444 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4048 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5543 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12911 members 
Mstep: Class 31 contains 2930 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426772.000000 Penalty: 71835.218750
Iteration 111Q: 34 clusters Score -5.442677e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12660 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 63379 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 205783 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 985 members 
Mstep: Class 19 contains 158707 members 
Mstep: Class 20 contains 21635 members 
Mstep: Class 21 contains 15633 members 
Mstep: Class 22 contains 11972 members 
Mstep: Class 23 contains 14439 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5542 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12916 members 
Mstep: Class 31 contains 2918 members 
Mstep: Class 32 contains 5106 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426784.000000 Penalty: 71835.218750
Iteration 112Q: 34 clusters Score -5.442678e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 63381 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 205785 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11748 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 158711 members 
Mstep: Class 20 contains 21637 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 14434 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4056 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5542 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12917 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 5108 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426700.000000 Penalty: 71835.218750
Iteration 113Q: 34 clusters Score -5.44267e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6614 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 63383 members 
Mstep: Class 11 contains 19022 members 
Mstep: Class 12 contains 7054 members 
Mstep: Class 13 contains 205780 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 11754 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 19 contains 158708 members 
Mstep: Class 20 contains 21638 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 11950 members 
Mstep: Class 23 contains 14427 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5540 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12925 members 
Mstep: Class 31 contains 2896 members 
Mstep: Class 32 contains 5112 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426800.000000 Penalty: 71835.218750
Iteration 114Q: 34 clusters Score -5.44268e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 1741 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 63387 members 
Mstep: Class 11 contains 19021 members 
Mstep: Class 12 contains 7056 members 
Mstep: Class 13 contains 205776 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 14421 members 
Mstep: Class 24 contains 17925 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 2497 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12932 members 
Mstep: Class 31 contains 2887 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426876.000000 Penalty: 71835.218750
Iteration 115Q: 34 clusters Score -5.442688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6616 members 
Mstep: Class 3 contains 5158 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 63387 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 205773 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 11758 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 15628 members 
Mstep: Class 22 contains 11937 members 
Mstep: Class 23 contains 14418 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5534 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 7191 members 
Mstep: Class 30 contains 12936 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54426972.000000 Penalty: 71835.218750
Iteration 116Q: 34 clusters Score -5.442697e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 2895 members 
Mstep: Class 9 contains 7442 members 
Mstep: Class 10 contains 63391 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 205778 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15626 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 14416 members 
Mstep: Class 24 contains 17921 members 
Mstep: Class 25 contains 4056 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5532 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12942 members 
Mstep: Class 31 contains 2871 members 
Mstep: Class 32 contains 5118 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427032.000000 Penalty: 71835.218750
Iteration 117Q: 34 clusters Score -5.442703e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12656 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 63394 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 205780 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 11749 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 890 members 
Mstep: Class 19 contains 158724 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 15626 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 14416 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4055 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5529 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12948 members 
Mstep: Class 31 contains 2862 members 
Mstep: Class 32 contains 5122 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427120.000000 Penalty: 71835.218750
Iteration 118Q: 34 clusters Score -5.442712e+07 nChanged 87
Entering ConstructFrom: 
Score: -54427120.000000 Penalty: 71835.218750
Entering ConstructFrom: 
Trying to split cluster 1 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -874644.125000 Penalty: 1503.256714
	Iteration 0F: 2 clusters Score -874644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -867150.500000 Penalty: 3006.513428
	Iteration 0F: 3 clusters Score -867150.5 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -869718.250000 Penalty: 3006.513428
	Iteration 1F: 3 clusters Score -869718.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -870107.187500 Penalty: 3006.513428
	Iteration 2F: 3 clusters Score -870107.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -870537.562500 Penalty: 3006.513428
	Iteration 3F: 3 clusters Score -870537.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -871067.875000 Penalty: 3006.513428
	Iteration 4F: 3 clusters Score -871067.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -871613.437500 Penalty: 3006.513428
	Iteration 5F: 3 clusters Score -871613.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -872175.187500 Penalty: 3006.513428
	Iteration 6F: 3 clusters Score -872175.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -872640.312500 Penalty: 3006.513428
	Iteration 7F: 3 clusters Score -872640.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -873030.250000 Penalty: 3006.513428
	Iteration 8Q: 3 clusters Score -873030.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -873295.312500 Penalty: 3006.513428
	Iteration 9Q: 3 clusters Score -873295.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -873437.937500 Penalty: 3006.513428
	Iteration 10Q: 3 clusters Score -873437.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -873514.562500 Penalty: 3006.513428
	Iteration 11Q: 3 clusters Score -873514.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -873560.562500 Penalty: 3006.513428
	Iteration 12Q: 3 clusters Score -873560.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -873597.125000 Penalty: 3006.513428
	Iteration 13Q: 3 clusters Score -873597.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -873623.000000 Penalty: 3006.513428
	Iteration 14Q: 3 clusters Score -873623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -873641.875000 Penalty: 3006.513428
	Iteration 15Q: 3 clusters Score -873641.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -873654.375000 Penalty: 3006.513428
	Iteration 16Q: 3 clusters Score -873654.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -873664.062500 Penalty: 3006.513428
	Iteration 17Q: 3 clusters Score -873664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -873667.750000 Penalty: 3006.513428
	Iteration 18Q: 3 clusters Score -873667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -873671.312500 Penalty: 3006.513428
	Iteration 19Q: 3 clusters Score -873671.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -873671.125000 Penalty: 3006.513428
	Iteration 20F: 3 clusters Score -873671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -873671.875000 Penalty: 3006.513428
	Iteration 21Q: 3 clusters Score -873671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -873673.375000 Penalty: 3006.513428
	Iteration 22Q: 3 clusters Score -873673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -873675.250000 Penalty: 3006.513428
	Iteration 23Q: 3 clusters Score -873675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -873677.875000 Penalty: 3006.513428
	Iteration 24Q: 3 clusters Score -873677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -873677.125000 Penalty: 3006.513428
	Iteration 25Q: 3 clusters Score -873677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -873676.750000 Penalty: 3006.513428
	Iteration 26Q: 3 clusters Score -873676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -873675.687500 Penalty: 3006.513428
	Iteration 27Q: 3 clusters Score -873675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -873676.375000 Penalty: 3006.513428
	Iteration 28Q: 3 clusters Score -873676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -873676.687500 Penalty: 3006.513428
	Iteration 29Q: 3 clusters Score -873676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -873676.687500 Penalty: 3006.513428
	Iteration 30F: 3 clusters Score -873676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -534485.437500 Penalty: 1429.675171
	Iteration 0F: 2 clusters Score -534485.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -529490.437500 Penalty: 2859.350342
	Iteration 0F: 3 clusters Score -529490.4 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -530960.250000 Penalty: 2859.350342
	Iteration 1F: 3 clusters Score -530960.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -531193.500000 Penalty: 2859.350342
	Iteration 2F: 3 clusters Score -531193.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -531362.312500 Penalty: 2859.350342
	Iteration 3F: 3 clusters Score -531362.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -531497.312500 Penalty: 2859.350342
	Iteration 4Q: 3 clusters Score -531497.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -531614.000000 Penalty: 2859.350342
	Iteration 5Q: 3 clusters Score -531614 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -531709.125000 Penalty: 2859.350342
	Iteration 6Q: 3 clusters Score -531709.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -531811.812500 Penalty: 2859.350342
	Iteration 7Q: 3 clusters Score -531811.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -531920.312500 Penalty: 2859.350342
	Iteration 8Q: 3 clusters Score -531920.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -532033.187500 Penalty: 2859.350342
	Iteration 9Q: 3 clusters Score -532033.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -532151.625000 Penalty: 2859.350342
	Iteration 10Q: 3 clusters Score -532151.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -532266.875000 Penalty: 2859.350342
	Iteration 11Q: 3 clusters Score -532266.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -532365.937500 Penalty: 2859.350342
	Iteration 12Q: 3 clusters Score -532365.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -532457.812500 Penalty: 2859.350342
	Iteration 13Q: 3 clusters Score -532457.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -532550.937500 Penalty: 2859.350342
	Iteration 14Q: 3 clusters Score -532550.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -532627.125000 Penalty: 2859.350342
	Iteration 15Q: 3 clusters Score -532627.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -532711.812500 Penalty: 2859.350342
	Iteration 16Q: 3 clusters Score -532711.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -532811.250000 Penalty: 2859.350342
	Iteration 17Q: 3 clusters Score -532811.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -532899.437500 Penalty: 2859.350342
	Iteration 18Q: 3 clusters Score -532899.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -532979.812500 Penalty: 2859.350342
	Iteration 19Q: 3 clusters Score -532979.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -533094.312500 Penalty: 2859.350342
	Iteration 20F: 3 clusters Score -533094.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -533269.062500 Penalty: 2859.350342
	Iteration 21Q: 3 clusters Score -533269.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -533439.062500 Penalty: 2859.350342
	Iteration 22Q: 3 clusters Score -533439.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -533529.625000 Penalty: 2859.350342
	Iteration 23Q: 3 clusters Score -533529.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -533584.187500 Penalty: 2859.350342
	Iteration 24Q: 3 clusters Score -533584.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -533614.000000 Penalty: 2859.350342
	Iteration 25Q: 3 clusters Score -533614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -533633.937500 Penalty: 2859.350342
	Iteration 26Q: 3 clusters Score -533633.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -533645.437500 Penalty: 2859.350342
	Iteration 27Q: 3 clusters Score -533645.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -533655.375000 Penalty: 2859.350342
	Iteration 28Q: 3 clusters Score -533655.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -533662.000000 Penalty: 2859.350342
	Iteration 29Q: 3 clusters Score -533662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -533667.187500 Penalty: 2859.350342
	Iteration 30Q: 3 clusters Score -533667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -533670.437500 Penalty: 2859.350342
	Iteration 31Q: 3 clusters Score -533670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -533678.812500 Penalty: 2859.350342
	Iteration 32Q: 3 clusters Score -533678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -533685.312500 Penalty: 2859.350342
	Iteration 33Q: 3 clusters Score -533685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -533689.750000 Penalty: 2859.350342
	Iteration 34Q: 3 clusters Score -533689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -533690.437500 Penalty: 2859.350342
	Iteration 35Q: 3 clusters Score -533690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -533692.125000 Penalty: 2859.350342
	Iteration 36Q: 3 clusters Score -533692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -533693.062500 Penalty: 2859.350342
	Iteration 37Q: 3 clusters Score -533693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -533695.375000 Penalty: 2859.350342
	Iteration 38Q: 3 clusters Score -533695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -533696.500000 Penalty: 2859.350342
	Iteration 39Q: 3 clusters Score -533696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -533696.812500 Penalty: 2859.350342
	Iteration 40F: 3 clusters Score -533696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -425962.281250 Penalty: 1389.036377
	Iteration 0F: 2 clusters Score -425962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -421878.718750 Penalty: 2778.072754
	Iteration 0F: 3 clusters Score -421878.7 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -423092.750000 Penalty: 2778.072754
	Iteration 1F: 3 clusters Score -423092.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -423355.250000 Penalty: 2778.072754
	Iteration 2F: 3 clusters Score -423355.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -423569.156250 Penalty: 2778.072754
	Iteration 3F: 3 clusters Score -423569.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -423732.593750 Penalty: 2778.072754
	Iteration 4F: 3 clusters Score -423732.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -423856.843750 Penalty: 2778.072754
	Iteration 5Q: 3 clusters Score -423856.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -423943.593750 Penalty: 2778.072754
	Iteration 6Q: 3 clusters Score -423943.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -424041.437500 Penalty: 2778.072754
	Iteration 7Q: 3 clusters Score -424041.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -424137.156250 Penalty: 2778.072754
	Iteration 8Q: 3 clusters Score -424137.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -424237.156250 Penalty: 2778.072754
	Iteration 9Q: 3 clusters Score -424237.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424293.187500 Penalty: 2778.072754
	Iteration 10Q: 3 clusters Score -424293.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -424322.875000 Penalty: 2778.072754
	Iteration 11Q: 3 clusters Score -424322.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -424342.031250 Penalty: 2778.072754
	Iteration 12Q: 3 clusters Score -424342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -424353.687500 Penalty: 2778.072754
	Iteration 13Q: 3 clusters Score -424353.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -424361.156250 Penalty: 2778.072754
	Iteration 14Q: 3 clusters Score -424361.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424373.406250 Penalty: 2778.072754
	Iteration 15Q: 3 clusters Score -424373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -424380.000000 Penalty: 2778.072754
	Iteration 16Q: 3 clusters Score -424380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -424390.718750 Penalty: 2778.072754
	Iteration 17Q: 3 clusters Score -424390.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -424402.812500 Penalty: 2778.072754
	Iteration 18Q: 3 clusters Score -424402.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -424413.000000 Penalty: 2778.072754
	Iteration 19Q: 3 clusters Score -424413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -424419.125000 Penalty: 2778.072754
	Iteration 20F: 3 clusters Score -424419.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -424425.718750 Penalty: 2778.072754
	Iteration 21Q: 3 clusters Score -424425.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -424429.750000 Penalty: 2778.072754
	Iteration 22Q: 3 clusters Score -424429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424433.312500 Penalty: 2778.072754
	Iteration 23Q: 3 clusters Score -424433.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -424439.906250 Penalty: 2778.072754
	Iteration 24Q: 3 clusters Score -424439.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -424447.812500 Penalty: 2778.072754
	Iteration 25Q: 3 clusters Score -424447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424463.531250 Penalty: 2778.072754
	Iteration 26Q: 3 clusters Score -424463.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -424477.343750 Penalty: 2778.072754
	Iteration 27Q: 3 clusters Score -424477.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -424492.000000 Penalty: 2778.072754
	Iteration 28Q: 3 clusters Score -424492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -424510.093750 Penalty: 2778.072754
	Iteration 29Q: 3 clusters Score -424510.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -424529.406250 Penalty: 2778.072754
	Iteration 30Q: 3 clusters Score -424529.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -424564.968750 Penalty: 2778.072754
	Iteration 31Q: 3 clusters Score -424565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -424632.406250 Penalty: 2778.072754
	Iteration 32Q: 3 clusters Score -424632.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -424714.156250 Penalty: 2778.072754
	Iteration 33Q: 3 clusters Score -424714.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -424795.406250 Penalty: 2778.072754
	Iteration 34Q: 3 clusters Score -424795.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -424883.343750 Penalty: 2778.072754
	Iteration 35Q: 3 clusters Score -424883.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -424962.000000 Penalty: 2778.072754
	Iteration 36Q: 3 clusters Score -424962 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -425028.468750 Penalty: 2778.072754
	Iteration 37Q: 3 clusters Score -425028.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -425101.250000 Penalty: 2778.072754
	Iteration 38Q: 3 clusters Score -425101.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -425201.781250 Penalty: 2778.072754
	Iteration 39Q: 3 clusters Score -425201.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -425277.156250 Penalty: 2778.072754
	Iteration 40F: 3 clusters Score -425277.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -425321.593750 Penalty: 2778.072754
	Iteration 41Q: 3 clusters Score -425321.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -425349.156250 Penalty: 2778.072754
	Iteration 42Q: 3 clusters Score -425349.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -425360.781250 Penalty: 2778.072754
	Iteration 43Q: 3 clusters Score -425360.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -425369.406250 Penalty: 2778.072754
	Iteration 44Q: 3 clusters Score -425369.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -425381.062500 Penalty: 2778.072754
	Iteration 45Q: 3 clusters Score -425381.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -425388.750000 Penalty: 2778.072754
	Iteration 46Q: 3 clusters Score -425388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -425394.718750 Penalty: 2778.072754
	Iteration 47Q: 3 clusters Score -425394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -425398.750000 Penalty: 2778.072754
	Iteration 48Q: 3 clusters Score -425398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -425401.812500 Penalty: 2778.072754
	Iteration 49Q: 3 clusters Score -425401.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -425409.093750 Penalty: 2778.072754
	Iteration 50Q: 3 clusters Score -425409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -425415.468750 Penalty: 2778.072754
	Iteration 51Q: 3 clusters Score -425415.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -425423.031250 Penalty: 2778.072754
	Iteration 52Q: 3 clusters Score -425423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -425432.562500 Penalty: 2778.072754
	Iteration 53Q: 3 clusters Score -425432.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -425445.093750 Penalty: 2778.072754
	Iteration 54Q: 3 clusters Score -425445.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -425457.625000 Penalty: 2778.072754
	Iteration 55Q: 3 clusters Score -425457.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -425465.937500 Penalty: 2778.072754
	Iteration 56Q: 3 clusters Score -425465.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -425477.593750 Penalty: 2778.072754
	Iteration 57Q: 3 clusters Score -425477.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -425491.656250 Penalty: 2778.072754
	Iteration 58Q: 3 clusters Score -425491.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -425506.031250 Penalty: 2778.072754
	Iteration 59Q: 3 clusters Score -425506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -425516.500000 Penalty: 2778.072754
	Iteration 60F: 3 clusters Score -425516.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -425524.625000 Penalty: 2778.072754
	Iteration 61Q: 3 clusters Score -425524.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -425533.625000 Penalty: 2778.072754
	Iteration 62Q: 3 clusters Score -425533.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -425545.687500 Penalty: 2778.072754
	Iteration 63Q: 3 clusters Score -425545.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -425557.625000 Penalty: 2778.072754
	Iteration 64Q: 3 clusters Score -425557.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -425573.312500 Penalty: 2778.072754
	Iteration 65Q: 3 clusters Score -425573.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -425590.437500 Penalty: 2778.072754
	Iteration 66Q: 3 clusters Score -425590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425601.593750 Penalty: 2778.072754
	Iteration 67Q: 3 clusters Score -425601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -425611.750000 Penalty: 2778.072754
	Iteration 68Q: 3 clusters Score -425611.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -425617.218750 Penalty: 2778.072754
	Iteration 69Q: 3 clusters Score -425617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -425622.875000 Penalty: 2778.072754
	Iteration 70Q: 3 clusters Score -425622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -425624.312500 Penalty: 2778.072754
	Iteration 71Q: 3 clusters Score -425624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -425625.250000 Penalty: 2778.072754
	Iteration 72Q: 3 clusters Score -425625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -425626.156250 Penalty: 2778.072754
	Iteration 73Q: 3 clusters Score -425626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -425626.312500 Penalty: 2778.072754
	Iteration 74Q: 3 clusters Score -425626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -425626.625000 Penalty: 2778.072754
	Iteration 75Q: 3 clusters Score -425626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -425627.312500 Penalty: 2778.072754
	Iteration 76Q: 3 clusters Score -425627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -425627.218750 Penalty: 2778.072754
	Iteration 77Q: 3 clusters Score -425627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -425628.000000 Penalty: 2778.072754
	Iteration 78Q: 3 clusters Score -425628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -425627.718750 Penalty: 2778.072754
	Iteration 79Q: 3 clusters Score -425627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -425627.781250 Penalty: 2778.072754
	Iteration 80F: 3 clusters Score -425627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -241475.109375 Penalty: 1297.031616
	Iteration 0F: 2 clusters Score -241475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -238828.546875 Penalty: 2594.063232
	Iteration 0F: 3 clusters Score -238828.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -239534.125000 Penalty: 2594.063232
	Iteration 1F: 3 clusters Score -239534.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -239707.156250 Penalty: 2594.063232
	Iteration 2F: 3 clusters Score -239707.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -239809.015625 Penalty: 2594.063232
	Iteration 3F: 3 clusters Score -239809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -239894.046875 Penalty: 2594.063232
	Iteration 4Q: 3 clusters Score -239894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239968.640625 Penalty: 2594.063232
	Iteration 5Q: 3 clusters Score -239968.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -240036.781250 Penalty: 2594.063232
	Iteration 6Q: 3 clusters Score -240036.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -240081.046875 Penalty: 2594.063232
	Iteration 7Q: 3 clusters Score -240081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -240103.609375 Penalty: 2594.063232
	Iteration 8Q: 3 clusters Score -240103.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -240123.078125 Penalty: 2594.063232
	Iteration 9Q: 3 clusters Score -240123.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -240137.468750 Penalty: 2594.063232
	Iteration 10Q: 3 clusters Score -240137.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -240150.343750 Penalty: 2594.063232
	Iteration 11Q: 3 clusters Score -240150.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -240165.937500 Penalty: 2594.063232
	Iteration 12Q: 3 clusters Score -240165.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -240181.421875 Penalty: 2594.063232
	Iteration 13Q: 3 clusters Score -240181.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -240195.250000 Penalty: 2594.063232
	Iteration 14Q: 3 clusters Score -240195.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -240208.703125 Penalty: 2594.063232
	Iteration 15Q: 3 clusters Score -240208.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -240219.015625 Penalty: 2594.063232
	Iteration 16Q: 3 clusters Score -240219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -240225.765625 Penalty: 2594.063232
	Iteration 17Q: 3 clusters Score -240225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -240230.765625 Penalty: 2594.063232
	Iteration 18Q: 3 clusters Score -240230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -240236.328125 Penalty: 2594.063232
	Iteration 19Q: 3 clusters Score -240236.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -240245.234375 Penalty: 2594.063232
	Iteration 20F: 3 clusters Score -240245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -240253.312500 Penalty: 2594.063232
	Iteration 21Q: 3 clusters Score -240253.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -240263.515625 Penalty: 2594.063232
	Iteration 22Q: 3 clusters Score -240263.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -240269.359375 Penalty: 2594.063232
	Iteration 23Q: 3 clusters Score -240269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -240273.375000 Penalty: 2594.063232
	Iteration 24Q: 3 clusters Score -240273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -240274.671875 Penalty: 2594.063232
	Iteration 25Q: 3 clusters Score -240274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -240276.171875 Penalty: 2594.063232
	Iteration 26Q: 3 clusters Score -240276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -240278.343750 Penalty: 2594.063232
	Iteration 27Q: 3 clusters Score -240278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -240280.453125 Penalty: 2594.063232
	Iteration 28Q: 3 clusters Score -240280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -240280.968750 Penalty: 2594.063232
	Iteration 29Q: 3 clusters Score -240281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -240280.968750 Penalty: 2594.063232
	Iteration 30F: 3 clusters Score -240281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -50992.777344 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -50992.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49817.941406 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -49817.94 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49993.652344 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -49993.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50026.433594 Penalty: 2094.858887
	Iteration 2Q: 3 clusters Score -50026.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50031.582031 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -50031.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50037.300781 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -50037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50046.449219 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -50046.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50054.937500 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -50054.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50059.652344 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -50059.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50060.898438 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -50060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50060.898438 Penalty: 2094.858887
	Iteration 9F: 3 clusters Score -50060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1075671.250000 Penalty: 1534.943726
	Iteration 0F: 2 clusters Score -1075671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1066820.375000 Penalty: 3069.887451
	Iteration 0F: 3 clusters Score -1066820 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1069885.500000 Penalty: 3069.887451
	Iteration 1F: 3 clusters Score -1069886 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1070210.375000 Penalty: 3069.887451
	Iteration 2F: 3 clusters Score -1070210 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1070523.375000 Penalty: 3069.887451
	Iteration 3F: 3 clusters Score -1070523 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1070845.250000 Penalty: 3069.887451
	Iteration 4F: 3 clusters Score -1070845 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1071153.500000 Penalty: 3069.887451
	Iteration 5Q: 3 clusters Score -1071154 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1071476.250000 Penalty: 3069.887451
	Iteration 6Q: 3 clusters Score -1071476 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1071777.500000 Penalty: 3069.887451
	Iteration 7Q: 3 clusters Score -1071778 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1072064.125000 Penalty: 3069.887451
	Iteration 8Q: 3 clusters Score -1072064 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1072348.500000 Penalty: 3069.887451
	Iteration 9Q: 3 clusters Score -1072348 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1072594.375000 Penalty: 3069.887451
	Iteration 10Q: 3 clusters Score -1072594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1072787.750000 Penalty: 3069.887451
	Iteration 11Q: 3 clusters Score -1072788 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1072937.500000 Penalty: 3069.887451
	Iteration 12Q: 3 clusters Score -1072938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1073036.250000 Penalty: 3069.887451
	Iteration 13Q: 3 clusters Score -1073036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1073089.500000 Penalty: 3069.887451
	Iteration 14Q: 3 clusters Score -1073090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1073122.375000 Penalty: 3069.887451
	Iteration 15Q: 3 clusters Score -1073122 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1073151.750000 Penalty: 3069.887451
	Iteration 16Q: 3 clusters Score -1073152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1073173.500000 Penalty: 3069.887451
	Iteration 17Q: 3 clusters Score -1073174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1073191.000000 Penalty: 3069.887451
	Iteration 18Q: 3 clusters Score -1073191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1073214.625000 Penalty: 3069.887451
	Iteration 19Q: 3 clusters Score -1073215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1073229.000000 Penalty: 3069.887451
	Iteration 20F: 3 clusters Score -1073229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1073245.625000 Penalty: 3069.887451
	Iteration 21Q: 3 clusters Score -1073246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1073262.625000 Penalty: 3069.887451
	Iteration 22Q: 3 clusters Score -1073263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1073274.500000 Penalty: 3069.887451
	Iteration 23Q: 3 clusters Score -1073274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1073290.500000 Penalty: 3069.887451
	Iteration 24Q: 3 clusters Score -1073290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1073309.500000 Penalty: 3069.887451
	Iteration 25Q: 3 clusters Score -1073310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1073327.625000 Penalty: 3069.887451
	Iteration 26Q: 3 clusters Score -1073328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1073356.000000 Penalty: 3069.887451
	Iteration 27Q: 3 clusters Score -1073356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1073381.875000 Penalty: 3069.887451
	Iteration 28Q: 3 clusters Score -1073382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1073402.750000 Penalty: 3069.887451
	Iteration 29Q: 3 clusters Score -1073403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1073428.375000 Penalty: 3069.887451
	Iteration 30Q: 3 clusters Score -1073428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1073452.000000 Penalty: 3069.887451
	Iteration 31Q: 3 clusters Score -1073452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1073468.625000 Penalty: 3069.887451
	Iteration 32Q: 3 clusters Score -1073469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1073483.750000 Penalty: 3069.887451
	Iteration 33Q: 3 clusters Score -1073484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1073499.875000 Penalty: 3069.887451
	Iteration 34Q: 3 clusters Score -1073500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1073515.375000 Penalty: 3069.887451
	Iteration 35Q: 3 clusters Score -1073515 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1073533.250000 Penalty: 3069.887451
	Iteration 36Q: 3 clusters Score -1073533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1073554.625000 Penalty: 3069.887451
	Iteration 37Q: 3 clusters Score -1073555 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1073571.375000 Penalty: 3069.887451
	Iteration 38Q: 3 clusters Score -1073571 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1073592.000000 Penalty: 3069.887451
	Iteration 39Q: 3 clusters Score -1073592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1073614.750000 Penalty: 3069.887451
	Iteration 40F: 3 clusters Score -1073615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1073647.250000 Penalty: 3069.887451
	Iteration 41Q: 3 clusters Score -1073647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1073681.250000 Penalty: 3069.887451
	Iteration 42Q: 3 clusters Score -1073681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1073709.625000 Penalty: 3069.887451
	Iteration 43Q: 3 clusters Score -1073710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1073743.375000 Penalty: 3069.887451
	Iteration 44Q: 3 clusters Score -1073743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1073795.750000 Penalty: 3069.887451
	Iteration 45Q: 3 clusters Score -1073796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1073854.875000 Penalty: 3069.887451
	Iteration 46Q: 3 clusters Score -1073855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1073896.375000 Penalty: 3069.887451
	Iteration 47Q: 3 clusters Score -1073896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1073931.125000 Penalty: 3069.887451
	Iteration 48Q: 3 clusters Score -1073931 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1073961.125000 Penalty: 3069.887451
	Iteration 49Q: 3 clusters Score -1073961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1073993.625000 Penalty: 3069.887451
	Iteration 50Q: 3 clusters Score -1073994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1074015.750000 Penalty: 3069.887451
	Iteration 51Q: 3 clusters Score -1074016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1074035.875000 Penalty: 3069.887451
	Iteration 52Q: 3 clusters Score -1074036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1074057.250000 Penalty: 3069.887451
	Iteration 53Q: 3 clusters Score -1074057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1074073.000000 Penalty: 3069.887451
	Iteration 54Q: 3 clusters Score -1074073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1074094.375000 Penalty: 3069.887451
	Iteration 55Q: 3 clusters Score -1074094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1074115.250000 Penalty: 3069.887451
	Iteration 56Q: 3 clusters Score -1074115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1074140.250000 Penalty: 3069.887451
	Iteration 57Q: 3 clusters Score -1074140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1074154.375000 Penalty: 3069.887451
	Iteration 58Q: 3 clusters Score -1074154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1074172.875000 Penalty: 3069.887451
	Iteration 59Q: 3 clusters Score -1074173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1074186.625000 Penalty: 3069.887451
	Iteration 60F: 3 clusters Score -1074187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1074190.125000 Penalty: 3069.887451
	Iteration 61Q: 3 clusters Score -1074190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1074192.250000 Penalty: 3069.887451
	Iteration 62Q: 3 clusters Score -1074192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1074197.125000 Penalty: 3069.887451
	Iteration 63Q: 3 clusters Score -1074197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1074198.875000 Penalty: 3069.887451
	Iteration 64Q: 3 clusters Score -1074199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1074200.250000 Penalty: 3069.887451
	Iteration 65Q: 3 clusters Score -1074200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1074200.625000 Penalty: 3069.887451
	Iteration 66Q: 3 clusters Score -1074201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1074203.875000 Penalty: 3069.887451
	Iteration 67Q: 3 clusters Score -1074204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1074208.625000 Penalty: 3069.887451
	Iteration 68Q: 3 clusters Score -1074209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1074210.125000 Penalty: 3069.887451
	Iteration 69Q: 3 clusters Score -1074210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1074213.000000 Penalty: 3069.887451
	Iteration 70Q: 3 clusters Score -1074213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1074214.625000 Penalty: 3069.887451
	Iteration 71Q: 3 clusters Score -1074215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1074217.875000 Penalty: 3069.887451
	Iteration 72Q: 3 clusters Score -1074218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1074224.375000 Penalty: 3069.887451
	Iteration 73Q: 3 clusters Score -1074224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1074227.250000 Penalty: 3069.887451
	Iteration 74Q: 3 clusters Score -1074227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1074233.000000 Penalty: 3069.887451
	Iteration 75Q: 3 clusters Score -1074233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1074243.500000 Penalty: 3069.887451
	Iteration 76Q: 3 clusters Score -1074244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1074253.625000 Penalty: 3069.887451
	Iteration 77Q: 3 clusters Score -1074254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1074263.000000 Penalty: 3069.887451
	Iteration 78Q: 3 clusters Score -1074263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1074268.500000 Penalty: 3069.887451
	Iteration 79Q: 3 clusters Score -1074268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1074274.500000 Penalty: 3069.887451
	Iteration 80F: 3 clusters Score -1074274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1074279.750000 Penalty: 3069.887451
	Iteration 81Q: 3 clusters Score -1074280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1074288.750000 Penalty: 3069.887451
	Iteration 82Q: 3 clusters Score -1074289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1074293.125000 Penalty: 3069.887451
	Iteration 83Q: 3 clusters Score -1074293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1074298.125000 Penalty: 3069.887451
	Iteration 84Q: 3 clusters Score -1074298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1074300.125000 Penalty: 3069.887451
	Iteration 85Q: 3 clusters Score -1074300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1074300.875000 Penalty: 3069.887451
	Iteration 86Q: 3 clusters Score -1074301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1074303.375000 Penalty: 3069.887451
	Iteration 87Q: 3 clusters Score -1074303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1074307.500000 Penalty: 3069.887451
	Iteration 88Q: 3 clusters Score -1074308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1074317.250000 Penalty: 3069.887451
	Iteration 89Q: 3 clusters Score -1074317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1074326.375000 Penalty: 3069.887451
	Iteration 90Q: 3 clusters Score -1074326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1074332.500000 Penalty: 3069.887451
	Iteration 91Q: 3 clusters Score -1074332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1074338.250000 Penalty: 3069.887451
	Iteration 92Q: 3 clusters Score -1074338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1074345.125000 Penalty: 3069.887451
	Iteration 93Q: 3 clusters Score -1074345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1074351.125000 Penalty: 3069.887451
	Iteration 94Q: 3 clusters Score -1074351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1074357.500000 Penalty: 3069.887451
	Iteration 95Q: 3 clusters Score -1074358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1074361.375000 Penalty: 3069.887451
	Iteration 96Q: 3 clusters Score -1074361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1074363.625000 Penalty: 3069.887451
	Iteration 97Q: 3 clusters Score -1074364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1074365.750000 Penalty: 3069.887451
	Iteration 98Q: 3 clusters Score -1074366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1074366.000000 Penalty: 3069.887451
	Iteration 99Q: 3 clusters Score -1074366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1074367.000000 Penalty: 3069.887451
	Iteration 100F: 3 clusters Score -1074367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1074366.875000 Penalty: 3069.887451
	Iteration 101Q: 3 clusters Score -1074367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1074366.875000 Penalty: 3069.887451
	Iteration 102F: 3 clusters Score -1074367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -119712.562500 Penalty: 1213.447754
	Iteration 0F: 2 clusters Score -119712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117875.390625 Penalty: 2426.895508
	Iteration 0F: 3 clusters Score -117875.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118381.742188 Penalty: 2426.895508
	Iteration 1F: 3 clusters Score -118381.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118564.890625 Penalty: 2426.895508
	Iteration 2F: 3 clusters Score -118564.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118667.203125 Penalty: 2426.895508
	Iteration 3F: 3 clusters Score -118667.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -118744.226562 Penalty: 2426.895508
	Iteration 4Q: 3 clusters Score -118744.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -118797.937500 Penalty: 2426.895508
	Iteration 5Q: 3 clusters Score -118797.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -118827.601562 Penalty: 2426.895508
	Iteration 6Q: 3 clusters Score -118827.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -118854.695312 Penalty: 2426.895508
	Iteration 7Q: 3 clusters Score -118854.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -118882.781250 Penalty: 2426.895508
	Iteration 8Q: 3 clusters Score -118882.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118897.828125 Penalty: 2426.895508
	Iteration 9Q: 3 clusters Score -118897.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118910.328125 Penalty: 2426.895508
	Iteration 10Q: 3 clusters Score -118910.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118932.187500 Penalty: 2426.895508
	Iteration 11Q: 3 clusters Score -118932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -118951.820312 Penalty: 2426.895508
	Iteration 12Q: 3 clusters Score -118951.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118968.695312 Penalty: 2426.895508
	Iteration 13Q: 3 clusters Score -118968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118985.679688 Penalty: 2426.895508
	Iteration 14Q: 3 clusters Score -118985.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -118998.859375 Penalty: 2426.895508
	Iteration 15Q: 3 clusters Score -118998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -119006.976562 Penalty: 2426.895508
	Iteration 16Q: 3 clusters Score -119007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -119016.960938 Penalty: 2426.895508
	Iteration 17Q: 3 clusters Score -119017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119031.929688 Penalty: 2426.895508
	Iteration 18Q: 3 clusters Score -119031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119045.117188 Penalty: 2426.895508
	Iteration 19Q: 3 clusters Score -119045.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119055.281250 Penalty: 2426.895508
	Iteration 20F: 3 clusters Score -119055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119066.187500 Penalty: 2426.895508
	Iteration 21Q: 3 clusters Score -119066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -119070.625000 Penalty: 2426.895508
	Iteration 22Q: 3 clusters Score -119070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119079.453125 Penalty: 2426.895508
	Iteration 23Q: 3 clusters Score -119079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119086.078125 Penalty: 2426.895508
	Iteration 24Q: 3 clusters Score -119086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119090.960938 Penalty: 2426.895508
	Iteration 25Q: 3 clusters Score -119091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119095.179688 Penalty: 2426.895508
	Iteration 26Q: 3 clusters Score -119095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119101.078125 Penalty: 2426.895508
	Iteration 27Q: 3 clusters Score -119101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119110.195312 Penalty: 2426.895508
	Iteration 28Q: 3 clusters Score -119110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119113.976562 Penalty: 2426.895508
	Iteration 29Q: 3 clusters Score -119114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119118.421875 Penalty: 2426.895508
	Iteration 30Q: 3 clusters Score -119118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119121.062500 Penalty: 2426.895508
	Iteration 31Q: 3 clusters Score -119121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119121.804688 Penalty: 2426.895508
	Iteration 32Q: 3 clusters Score -119121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119121.804688 Penalty: 2426.895508
	Iteration 33F: 3 clusters Score -119121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -234267.437500 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -234267.4 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 1482 members 
Entering Unmasked Estep 
Score: -231606.421875 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -231606.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -232345.781250 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -232345.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -232527.937500 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -232527.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -232645.187500 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -232645.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -232749.781250 Penalty: 2594.285156
	Iteration 4Q: 3 clusters Score -232749.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -232834.906250 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -232834.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -232905.859375 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -232905.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -232981.312500 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -232981.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233055.843750 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -233055.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -233104.953125 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -233105 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233141.859375 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -233141.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -233172.578125 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -233172.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233197.609375 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -233197.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233208.593750 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -233208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -233216.187500 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -233216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233220.625000 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -233220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -233222.093750 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -233222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233224.265625 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -233224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233225.453125 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -233225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233225.703125 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -233225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -233225.703125 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -233225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Entering Unmasked Estep 
Score: -604938.437500 Penalty: 1448.561157
	Iteration 0F: 2 clusters Score -604938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -599388.875000 Penalty: 2897.122314
	Iteration 0F: 3 clusters Score -599388.9 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -601207.812500 Penalty: 2897.122314
	Iteration 1F: 3 clusters Score -601207.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -601440.500000 Penalty: 2897.122314
	Iteration 2F: 3 clusters Score -601440.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -601623.750000 Penalty: 2897.122314
	Iteration 3Q: 3 clusters Score -601623.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -601797.187500 Penalty: 2897.122314
	Iteration 4Q: 3 clusters Score -601797.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -601973.375000 Penalty: 2897.122314
	Iteration 5Q: 3 clusters Score -601973.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -602148.687500 Penalty: 2897.122314
	Iteration 6Q: 3 clusters Score -602148.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -602307.125000 Penalty: 2897.122314
	Iteration 7Q: 3 clusters Score -602307.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -602453.687500 Penalty: 2897.122314
	Iteration 8Q: 3 clusters Score -602453.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -602629.250000 Penalty: 2897.122314
	Iteration 9Q: 3 clusters Score -602629.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -602797.500000 Penalty: 2897.122314
	Iteration 10Q: 3 clusters Score -602797.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -602947.562500 Penalty: 2897.122314
	Iteration 11Q: 3 clusters Score -602947.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -603086.875000 Penalty: 2897.122314
	Iteration 12Q: 3 clusters Score -603086.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -603191.312500 Penalty: 2897.122314
	Iteration 13Q: 3 clusters Score -603191.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -603278.625000 Penalty: 2897.122314
	Iteration 14Q: 3 clusters Score -603278.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -603352.312500 Penalty: 2897.122314
	Iteration 15Q: 3 clusters Score -603352.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -603405.750000 Penalty: 2897.122314
	Iteration 16Q: 3 clusters Score -603405.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -603454.875000 Penalty: 2897.122314
	Iteration 17Q: 3 clusters Score -603454.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -603493.625000 Penalty: 2897.122314
	Iteration 18Q: 3 clusters Score -603493.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -603532.812500 Penalty: 2897.122314
	Iteration 19Q: 3 clusters Score -603532.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -603560.125000 Penalty: 2897.122314
	Iteration 20F: 3 clusters Score -603560.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -603584.000000 Penalty: 2897.122314
	Iteration 21Q: 3 clusters Score -603584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -603598.500000 Penalty: 2897.122314
	Iteration 22Q: 3 clusters Score -603598.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -603604.437500 Penalty: 2897.122314
	Iteration 23Q: 3 clusters Score -603604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -603618.312500 Penalty: 2897.122314
	Iteration 24Q: 3 clusters Score -603618.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -603630.062500 Penalty: 2897.122314
	Iteration 25Q: 3 clusters Score -603630.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -603639.625000 Penalty: 2897.122314
	Iteration 26Q: 3 clusters Score -603639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -603651.500000 Penalty: 2897.122314
	Iteration 27Q: 3 clusters Score -603651.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -603660.000000 Penalty: 2897.122314
	Iteration 28Q: 3 clusters Score -603660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -603666.500000 Penalty: 2897.122314
	Iteration 29Q: 3 clusters Score -603666.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -603670.187500 Penalty: 2897.122314
	Iteration 30Q: 3 clusters Score -603670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -603676.687500 Penalty: 2897.122314
	Iteration 31Q: 3 clusters Score -603676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -603682.500000 Penalty: 2897.122314
	Iteration 32Q: 3 clusters Score -603682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -603690.812500 Penalty: 2897.122314
	Iteration 33Q: 3 clusters Score -603690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -603693.062500 Penalty: 2897.122314
	Iteration 34Q: 3 clusters Score -603693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -603693.250000 Penalty: 2897.122314
	Iteration 35Q: 3 clusters Score -603693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -603696.750000 Penalty: 2897.122314
	Iteration 36Q: 3 clusters Score -603696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -603698.937500 Penalty: 2897.122314
	Iteration 37Q: 3 clusters Score -603698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -603700.437500 Penalty: 2897.122314
	Iteration 38Q: 3 clusters Score -603700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -603704.250000 Penalty: 2897.122314
	Iteration 39Q: 3 clusters Score -603704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -603704.750000 Penalty: 2897.122314
	Iteration 40F: 3 clusters Score -603704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -603706.312500 Penalty: 2897.122314
	Iteration 41Q: 3 clusters Score -603706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -603707.875000 Penalty: 2897.122314
	Iteration 42Q: 3 clusters Score -603707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -603707.250000 Penalty: 2897.122314
	Iteration 43Q: 3 clusters Score -603707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -603707.187500 Penalty: 2897.122314
	Iteration 44Q: 3 clusters Score -603707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -603707.375000 Penalty: 2897.122314
	Iteration 45Q: 3 clusters Score -603707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -603707.375000 Penalty: 2897.122314
	Iteration 46F: 3 clusters Score -603707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Entering Unmasked Estep 
Score: -5447910.500000 Penalty: 1796.795532
	Iteration 0F: 2 clusters Score -5447910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -5405426.000000 Penalty: 3593.591064
	Iteration 0F: 3 clusters Score -5405426 nChanged 30120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5422424.000000 Penalty: 3593.591064
	Iteration 1F: 3 clusters Score -5422424 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5423150.000000 Penalty: 3593.591064
	Iteration 2Q: 3 clusters Score -5423150 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -5424114.000000 Penalty: 3593.591064
	Iteration 3Q: 3 clusters Score -5424114 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5425758.500000 Penalty: 3593.591064
	Iteration 4F: 3 clusters Score -5425758 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5428669.000000 Penalty: 3593.591064
	Iteration 5F: 3 clusters Score -5428669 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5433185.500000 Penalty: 3593.591064
	Iteration 6F: 3 clusters Score -5433186 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5438640.500000 Penalty: 3593.591064
	Iteration 7F: 3 clusters Score -5438640 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5442829.000000 Penalty: 3593.591064
	Iteration 8F: 3 clusters Score -5442829 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5444980.000000 Penalty: 3593.591064
	Iteration 9Q: 3 clusters Score -5444980 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5445809.500000 Penalty: 3593.591064
	Iteration 10Q: 3 clusters Score -5445810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5446092.000000 Penalty: 3593.591064
	Iteration 11Q: 3 clusters Score -5446092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5446223.500000 Penalty: 3593.591064
	Iteration 12Q: 3 clusters Score -5446224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5446293.000000 Penalty: 3593.591064
	Iteration 13Q: 3 clusters Score -5446293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5446349.500000 Penalty: 3593.591064
	Iteration 14Q: 3 clusters Score -5446350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5446395.500000 Penalty: 3593.591064
	Iteration 15Q: 3 clusters Score -5446396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5446419.500000 Penalty: 3593.591064
	Iteration 16Q: 3 clusters Score -5446420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5446446.500000 Penalty: 3593.591064
	Iteration 17Q: 3 clusters Score -5446446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5446453.500000 Penalty: 3593.591064
	Iteration 18Q: 3 clusters Score -5446454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5446457.000000 Penalty: 3593.591064
	Iteration 19Q: 3 clusters Score -5446457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5446464.000000 Penalty: 3593.591064
	Iteration 20F: 3 clusters Score -5446464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5446460.500000 Penalty: 3593.591064
	Iteration 21Q: 3 clusters Score -5446460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5446478.000000 Penalty: 3593.591064
	Iteration 22Q: 3 clusters Score -5446478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5446476.000000 Penalty: 3593.591064
	Iteration 23Q: 3 clusters Score -5446476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5446488.500000 Penalty: 3593.591064
	Iteration 24Q: 3 clusters Score -5446488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5446490.000000 Penalty: 3593.591064
	Iteration 25Q: 3 clusters Score -5446490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5446493.000000 Penalty: 3593.591064
	Iteration 26Q: 3 clusters Score -5446493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5446492.500000 Penalty: 3593.591064
	Iteration 27Q: 3 clusters Score -5446492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5446492.000000 Penalty: 3593.591064
	Iteration 28Q: 3 clusters Score -5446492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5446499.500000 Penalty: 3593.591064
	Iteration 29Q: 3 clusters Score -5446500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5446496.500000 Penalty: 3593.591064
	Iteration 30Q: 3 clusters Score -5446496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5446503.500000 Penalty: 3593.591064
	Iteration 31Q: 3 clusters Score -5446504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5446506.500000 Penalty: 3593.591064
	Iteration 32Q: 3 clusters Score -5446506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5446507.500000 Penalty: 3593.591064
	Iteration 33Q: 3 clusters Score -5446508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5446508.500000 Penalty: 3593.591064
	Iteration 34Q: 3 clusters Score -5446508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5446509.500000 Penalty: 3593.591064
	Iteration 35Q: 3 clusters Score -5446510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5446509.500000 Penalty: 3593.591064
	Iteration 36F: 3 clusters Score -5446510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -1607199.375000 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -1607199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1594243.250000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -1594243 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1598802.375000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -1598802 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1599240.000000 Penalty: 3202.476074
	Iteration 2F: 3 clusters Score -1599240 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1599771.250000 Penalty: 3202.476074
	Iteration 3F: 3 clusters Score -1599771 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1600441.250000 Penalty: 3202.476074
	Iteration 4F: 3 clusters Score -1600441 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1601261.000000 Penalty: 3202.476074
	Iteration 5F: 3 clusters Score -1601261 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1602250.125000 Penalty: 3202.476074
	Iteration 6F: 3 clusters Score -1602250 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1603273.500000 Penalty: 3202.476074
	Iteration 7F: 3 clusters Score -1603274 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1604115.500000 Penalty: 3202.476074
	Iteration 8F: 3 clusters Score -1604116 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1604740.125000 Penalty: 3202.476074
	Iteration 9Q: 3 clusters Score -1604740 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1605187.625000 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -1605188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1605399.625000 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -1605400 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1605505.000000 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -1605505 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1605556.500000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -1605556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1605583.625000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -1605584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1605607.000000 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -1605607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1605615.125000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -1605615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1605624.375000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -1605624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1605630.375000 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -1605630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1605636.875000 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -1605637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1605640.750000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -1605641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1605650.625000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -1605651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1605665.750000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -1605666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1605676.375000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -1605676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1605689.500000 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -1605690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1605698.625000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -1605699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1605720.000000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -1605720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1605746.500000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -1605746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1605772.750000 Penalty: 3202.476074
	Iteration 28Q: 3 clusters Score -1605773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1605784.625000 Penalty: 3202.476074
	Iteration 29Q: 3 clusters Score -1605785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1605798.375000 Penalty: 3202.476074
	Iteration 30Q: 3 clusters Score -1605798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1605813.875000 Penalty: 3202.476074
	Iteration 31Q: 3 clusters Score -1605814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1605821.375000 Penalty: 3202.476074
	Iteration 32Q: 3 clusters Score -1605821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1605837.875000 Penalty: 3202.476074
	Iteration 33Q: 3 clusters Score -1605838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1605854.000000 Penalty: 3202.476074
	Iteration 34Q: 3 clusters Score -1605854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1605876.750000 Penalty: 3202.476074
	Iteration 35Q: 3 clusters Score -1605877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1605893.750000 Penalty: 3202.476074
	Iteration 36Q: 3 clusters Score -1605894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1605908.875000 Penalty: 3202.476074
	Iteration 37Q: 3 clusters Score -1605909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1605919.750000 Penalty: 3202.476074
	Iteration 38Q: 3 clusters Score -1605920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1605941.625000 Penalty: 3202.476074
	Iteration 39Q: 3 clusters Score -1605942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1605957.000000 Penalty: 3202.476074
	Iteration 40F: 3 clusters Score -1605957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1605971.375000 Penalty: 3202.476074
	Iteration 41Q: 3 clusters Score -1605971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1605975.250000 Penalty: 3202.476074
	Iteration 42Q: 3 clusters Score -1605975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1605979.375000 Penalty: 3202.476074
	Iteration 43Q: 3 clusters Score -1605979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1605983.750000 Penalty: 3202.476074
	Iteration 44Q: 3 clusters Score -1605984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1605987.500000 Penalty: 3202.476074
	Iteration 45Q: 3 clusters Score -1605988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1605988.500000 Penalty: 3202.476074
	Iteration 46Q: 3 clusters Score -1605988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1605989.125000 Penalty: 3202.476074
	Iteration 47Q: 3 clusters Score -1605989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1605993.500000 Penalty: 3202.476074
	Iteration 48Q: 3 clusters Score -1605994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1605993.125000 Penalty: 3202.476074
	Iteration 49Q: 3 clusters Score -1605993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1605992.875000 Penalty: 3202.476074
	Iteration 50Q: 3 clusters Score -1605993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1605992.750000 Penalty: 3202.476074
	Iteration 51Q: 3 clusters Score -1605993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1605997.250000 Penalty: 3202.476074
	Iteration 52Q: 3 clusters Score -1605997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1605999.000000 Penalty: 3202.476074
	Iteration 53Q: 3 clusters Score -1605999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1605999.625000 Penalty: 3202.476074
	Iteration 54Q: 3 clusters Score -1606000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1605998.250000 Penalty: 3202.476074
	Iteration 55Q: 3 clusters Score -1605998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1605998.750000 Penalty: 3202.476074
	Iteration 56Q: 3 clusters Score -1605999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1605999.125000 Penalty: 3202.476074
	Iteration 57Q: 3 clusters Score -1605999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1606000.000000 Penalty: 3202.476074
	Iteration 58Q: 3 clusters Score -1606000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1606000.625000 Penalty: 3202.476074
	Iteration 59Q: 3 clusters Score -1606001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1605999.625000 Penalty: 3202.476074
	Iteration 60F: 3 clusters Score -1606000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1605999.500000 Penalty: 3202.476074
	Iteration 61Q: 3 clusters Score -1606000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1606000.375000 Penalty: 3202.476074
	Iteration 62Q: 3 clusters Score -1606000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1606001.625000 Penalty: 3202.476074
	Iteration 63Q: 3 clusters Score -1606002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1606001.625000 Penalty: 3202.476074
	Iteration 64F: 3 clusters Score -1606002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -592460.062500 Penalty: 1440.084473
	Iteration 0F: 2 clusters Score -592460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -587212.187500 Penalty: 2880.168945
	Iteration 0F: 3 clusters Score -587212.2 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -588906.937500 Penalty: 2880.168945
	Iteration 1F: 3 clusters Score -588906.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -589198.625000 Penalty: 2880.168945
	Iteration 2F: 3 clusters Score -589198.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -589521.437500 Penalty: 2880.168945
	Iteration 3F: 3 clusters Score -589521.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -589869.375000 Penalty: 2880.168945
	Iteration 4F: 3 clusters Score -589869.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -590206.625000 Penalty: 2880.168945
	Iteration 5F: 3 clusters Score -590206.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -590553.875000 Penalty: 2880.168945
	Iteration 6F: 3 clusters Score -590553.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -590844.187500 Penalty: 2880.168945
	Iteration 7F: 3 clusters Score -590844.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -591081.375000 Penalty: 2880.168945
	Iteration 8Q: 3 clusters Score -591081.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -591243.312500 Penalty: 2880.168945
	Iteration 9Q: 3 clusters Score -591243.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -591324.312500 Penalty: 2880.168945
	Iteration 10Q: 3 clusters Score -591324.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -591374.812500 Penalty: 2880.168945
	Iteration 11Q: 3 clusters Score -591374.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -591412.062500 Penalty: 2880.168945
	Iteration 12Q: 3 clusters Score -591412.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -591426.937500 Penalty: 2880.168945
	Iteration 13Q: 3 clusters Score -591426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -591431.625000 Penalty: 2880.168945
	Iteration 14Q: 3 clusters Score -591431.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -591436.125000 Penalty: 2880.168945
	Iteration 15Q: 3 clusters Score -591436.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -591441.250000 Penalty: 2880.168945
	Iteration 16Q: 3 clusters Score -591441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -591446.812500 Penalty: 2880.168945
	Iteration 17Q: 3 clusters Score -591446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -591450.687500 Penalty: 2880.168945
	Iteration 18Q: 3 clusters Score -591450.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -591453.875000 Penalty: 2880.168945
	Iteration 19Q: 3 clusters Score -591453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -591457.187500 Penalty: 2880.168945
	Iteration 20F: 3 clusters Score -591457.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -591460.437500 Penalty: 2880.168945
	Iteration 21Q: 3 clusters Score -591460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -591461.875000 Penalty: 2880.168945
	Iteration 22Q: 3 clusters Score -591461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -591464.187500 Penalty: 2880.168945
	Iteration 23Q: 3 clusters Score -591464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -591466.000000 Penalty: 2880.168945
	Iteration 24Q: 3 clusters Score -591466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -591465.312500 Penalty: 2880.168945
	Iteration 25Q: 3 clusters Score -591465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -591465.625000 Penalty: 2880.168945
	Iteration 26Q: 3 clusters Score -591465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -591464.750000 Penalty: 2880.168945
	Iteration 27Q: 3 clusters Score -591464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -591467.125000 Penalty: 2880.168945
	Iteration 28Q: 3 clusters Score -591467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -591468.250000 Penalty: 2880.168945
	Iteration 29Q: 3 clusters Score -591468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -591470.500000 Penalty: 2880.168945
	Iteration 30Q: 3 clusters Score -591470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -591469.250000 Penalty: 2880.168945
	Iteration 31Q: 3 clusters Score -591469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -591469.625000 Penalty: 2880.168945
	Iteration 32Q: 3 clusters Score -591469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -591470.562500 Penalty: 2880.168945
	Iteration 33Q: 3 clusters Score -591470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -591470.625000 Penalty: 2880.168945
	Iteration 34Q: 3 clusters Score -591470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -591470.312500 Penalty: 2880.168945
	Iteration 35Q: 3 clusters Score -591470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -591470.437500 Penalty: 2880.168945
	Iteration 36Q: 3 clusters Score -591470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -591471.062500 Penalty: 2880.168945
	Iteration 37Q: 3 clusters Score -591471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -591471.062500 Penalty: 2880.168945
	Iteration 38F: 3 clusters Score -591471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205781 members 
Entering Unmasked Estep 
Score: -17734730.000000 Penalty: 1988.117188
	Iteration 0F: 2 clusters Score -1.773473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -17596360.000000 Penalty: 3976.234375
	Iteration 0F: 3 clusters Score -1.759636e+07 nChanged 99566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -17655392.000000 Penalty: 3976.234375
	Iteration 1F: 3 clusters Score -1.765539e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -17656962.000000 Penalty: 3976.234375
	Iteration 2Q: 3 clusters Score -1.765696e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -17659178.000000 Penalty: 3976.234375
	Iteration 3Q: 3 clusters Score -1.765918e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -17662272.000000 Penalty: 3976.234375
	Iteration 4Q: 3 clusters Score -1.766227e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -17667268.000000 Penalty: 3976.234375
	Iteration 5Q: 3 clusters Score -1.766727e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 137341 members 
Entering Unmasked Estep 
Score: -17675232.000000 Penalty: 3976.234375
	Iteration 6F: 3 clusters Score -1.767523e+07 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 150979 members 
Entering Unmasked Estep 
Score: -17686320.000000 Penalty: 3976.234375
	Iteration 7F: 3 clusters Score -1.768632e+07 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 166011 members 
Entering Unmasked Estep 
Score: -17699104.000000 Penalty: 3976.234375
	Iteration 8F: 3 clusters Score -1.76991e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -17711310.000000 Penalty: 3976.234375
	Iteration 9F: 3 clusters Score -1.771131e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 191750 members 
Entering Unmasked Estep 
Score: -17721280.000000 Penalty: 3976.234375
	Iteration 10F: 3 clusters Score -1.772128e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 199218 members 
Entering Unmasked Estep 
Score: -17727786.000000 Penalty: 3976.234375
	Iteration 11Q: 3 clusters Score -1.772779e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 203097 members 
Entering Unmasked Estep 
Score: -17730928.000000 Penalty: 3976.234375
	Iteration 12Q: 3 clusters Score -1.773093e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 204732 members 
Entering Unmasked Estep 
Score: -17732204.000000 Penalty: 3976.234375
	Iteration 13Q: 3 clusters Score -1.77322e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 205256 members 
Entering Unmasked Estep 
Score: -17732634.000000 Penalty: 3976.234375
	Iteration 14Q: 3 clusters Score -1.773263e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 205448 members 
Entering Unmasked Estep 
Score: -17732792.000000 Penalty: 3976.234375
	Iteration 15Q: 3 clusters Score -1.773279e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 205528 members 
Entering Unmasked Estep 
Score: -17732868.000000 Penalty: 3976.234375
	Iteration 16Q: 3 clusters Score -1.773287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205560 members 
Entering Unmasked Estep 
Score: -17732922.000000 Penalty: 3976.234375
	Iteration 17Q: 3 clusters Score -1.773292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205578 members 
Entering Unmasked Estep 
Score: -17732938.000000 Penalty: 3976.234375
	Iteration 18Q: 3 clusters Score -1.773294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205585 members 
Entering Unmasked Estep 
Score: -17732970.000000 Penalty: 3976.234375
	Iteration 19Q: 3 clusters Score -1.773297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205593 members 
Entering Unmasked Estep 
Score: -17732970.000000 Penalty: 3976.234375
	Iteration 20F: 3 clusters Score -1.773297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205594 members 
Entering Unmasked Estep 
Score: -17732984.000000 Penalty: 3976.234375
	Iteration 21Q: 3 clusters Score -1.773298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205597 members 
Entering Unmasked Estep 
Score: -17732988.000000 Penalty: 3976.234375
	Iteration 22Q: 3 clusters Score -1.773299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 205597 members 
Entering Unmasked Estep 
Score: -17732988.000000 Penalty: 3976.234375
	Iteration 23F: 3 clusters Score -1.773299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -428434.625000 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -428434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -424381.312500 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -424381.3 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -425530.125000 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -425530.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -425704.875000 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -425704.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -425855.781250 Penalty: 2779.016846
	Iteration 3F: 3 clusters Score -425855.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -426020.906250 Penalty: 2779.016846
	Iteration 4F: 3 clusters Score -426020.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -426205.531250 Penalty: 2779.016846
	Iteration 5F: 3 clusters Score -426205.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -426359.125000 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -426359.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -426523.250000 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -426523.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426660.218750 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -426660.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -426777.562500 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -426777.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -426867.593750 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -426867.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -426951.687500 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -426951.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -427017.406250 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -427017.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -427078.187500 Penalty: 2779.016846
	Iteration 13Q: 3 clusters Score -427078.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -427129.781250 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -427129.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -427174.312500 Penalty: 2779.016846
	Iteration 15Q: 3 clusters Score -427174.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -427213.406250 Penalty: 2779.016846
	Iteration 16Q: 3 clusters Score -427213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -427239.812500 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -427239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -427254.812500 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -427254.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -427263.281250 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -427263.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -427272.968750 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -427273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -427280.062500 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -427280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -427287.343750 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -427287.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -427292.218750 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -427292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -427297.062500 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -427297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -427299.093750 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -427299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -427299.093750 Penalty: 2779.016846
	Iteration 26F: 3 clusters Score -427299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1005602.437500 Penalty: 1522.817139
	Iteration 0F: 2 clusters Score -1005602 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 5865 members 
Entering Unmasked Estep 
Score: -997280.500000 Penalty: 3045.634277
	Iteration 0F: 3 clusters Score -997280.5 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1000030.687500 Penalty: 3045.634277
	Iteration 1F: 3 clusters Score -1000031 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1000367.750000 Penalty: 3045.634277
	Iteration 2F: 3 clusters Score -1000368 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1000718.000000 Penalty: 3045.634277
	Iteration 3F: 3 clusters Score -1000718 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1001011.687500 Penalty: 3045.634277
	Iteration 4Q: 3 clusters Score -1001012 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1001310.625000 Penalty: 3045.634277
	Iteration 5Q: 3 clusters Score -1001311 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1001557.875000 Penalty: 3045.634277
	Iteration 6Q: 3 clusters Score -1001558 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1001787.187500 Penalty: 3045.634277
	Iteration 7Q: 3 clusters Score -1001787 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1002040.875000 Penalty: 3045.634277
	Iteration 8Q: 3 clusters Score -1002041 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1002277.375000 Penalty: 3045.634277
	Iteration 9Q: 3 clusters Score -1002277 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1002488.187500 Penalty: 3045.634277
	Iteration 10Q: 3 clusters Score -1002488 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1002668.812500 Penalty: 3045.634277
	Iteration 11Q: 3 clusters Score -1002669 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1002820.250000 Penalty: 3045.634277
	Iteration 12Q: 3 clusters Score -1002820 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1002953.625000 Penalty: 3045.634277
	Iteration 13Q: 3 clusters Score -1002954 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1003073.625000 Penalty: 3045.634277
	Iteration 14Q: 3 clusters Score -1003074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1003187.437500 Penalty: 3045.634277
	Iteration 15Q: 3 clusters Score -1003187 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1003299.437500 Penalty: 3045.634277
	Iteration 16Q: 3 clusters Score -1003299 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1003421.062500 Penalty: 3045.634277
	Iteration 17Q: 3 clusters Score -1003421 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1003536.375000 Penalty: 3045.634277
	Iteration 18Q: 3 clusters Score -1003536 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1003657.125000 Penalty: 3045.634277
	Iteration 19Q: 3 clusters Score -1003657 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1003779.187500 Penalty: 3045.634277
	Iteration 20F: 3 clusters Score -1003779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1003912.375000 Penalty: 3045.634277
	Iteration 21Q: 3 clusters Score -1003912 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1004056.125000 Penalty: 3045.634277
	Iteration 22Q: 3 clusters Score -1004056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1004185.937500 Penalty: 3045.634277
	Iteration 23Q: 3 clusters Score -1004186 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1004330.250000 Penalty: 3045.634277
	Iteration 24Q: 3 clusters Score -1004330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1004465.812500 Penalty: 3045.634277
	Iteration 25Q: 3 clusters Score -1004466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1004568.250000 Penalty: 3045.634277
	Iteration 26Q: 3 clusters Score -1004568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1004652.000000 Penalty: 3045.634277
	Iteration 27Q: 3 clusters Score -1004652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1004706.625000 Penalty: 3045.634277
	Iteration 28Q: 3 clusters Score -1004707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1004732.375000 Penalty: 3045.634277
	Iteration 29Q: 3 clusters Score -1004732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1004749.062500 Penalty: 3045.634277
	Iteration 30Q: 3 clusters Score -1004749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1004761.312500 Penalty: 3045.634277
	Iteration 31Q: 3 clusters Score -1004761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1004771.437500 Penalty: 3045.634277
	Iteration 32Q: 3 clusters Score -1004771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1004779.250000 Penalty: 3045.634277
	Iteration 33Q: 3 clusters Score -1004779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1004783.000000 Penalty: 3045.634277
	Iteration 34Q: 3 clusters Score -1004783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1004785.125000 Penalty: 3045.634277
	Iteration 35Q: 3 clusters Score -1004785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1004787.000000 Penalty: 3045.634277
	Iteration 36Q: 3 clusters Score -1004787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1004791.250000 Penalty: 3045.634277
	Iteration 37Q: 3 clusters Score -1004791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1004792.750000 Penalty: 3045.634277
	Iteration 38Q: 3 clusters Score -1004793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1004793.937500 Penalty: 3045.634277
	Iteration 39Q: 3 clusters Score -1004794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1004793.187500 Penalty: 3045.634277
	Iteration 40F: 3 clusters Score -1004793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -158373.906250 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -158373.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -156343.531250 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -156343.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -156852.234375 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -156852.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -157019.203125 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -157019.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -157180.281250 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -157180.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -157341.359375 Penalty: 2469.805420
	Iteration 4F: 3 clusters Score -157341.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -157466.359375 Penalty: 2469.805420
	Iteration 5F: 3 clusters Score -157466.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -157540.156250 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -157540.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -157592.953125 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -157593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -157649.156250 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -157649.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -157699.187500 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -157699.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -157742.781250 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -157742.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157779.468750 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -157779.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157841.703125 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -157841.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157903.515625 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -157903.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157958.484375 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -157958.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157988.718750 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -157988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158003.046875 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -158003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158010.828125 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -158010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158021.843750 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -158021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -158026.187500 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -158026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158028.921875 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -158028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -158030.046875 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -158030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158030.156250 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -158030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158030.156250 Penalty: 2469.805420
	Iteration 23F: 3 clusters Score -158030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -63919.917969 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -63919.92 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 374 members 
Entering Unmasked Estep 
Score: -62633.726562 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -62633.73 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62840.593750 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -62840.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62889.859375 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -62889.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62920.617188 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -62920.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62936.101562 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -62936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62947.378906 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -62947.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62955.601562 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -62955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62960.488281 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -62960.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62961.156250 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -62961.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62961.156250 Penalty: 2156.682617
	Iteration 9F: 3 clusters Score -62961.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -70761.796875 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -70761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69407.617188 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -69407.62 nChanged 249
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: -69648.257812 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -69648.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69732.492188 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -69732.49 nChanged 47
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: -69815.250000 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -69815.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69878.968750 Penalty: 2201.994141
	Iteration 4Q: 3 clusters Score -69878.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69921.390625 Penalty: 2201.994141
	Iteration 5Q: 3 clusters Score -69921.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69960.187500 Penalty: 2201.994141
	Iteration 6Q: 3 clusters Score -69960.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69990.085938 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -69990.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70015.679688 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -70015.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70037.015625 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -70037.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70067.968750 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -70067.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70097.734375 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -70097.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -70122.781250 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -70122.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -70125.281250 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -70125.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -70127.046875 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -70127.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -70129.125000 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -70129.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70130.015625 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -70130.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70131.187500 Penalty: 2201.994141
	Iteration 17Q: 3 clusters Score -70131.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70131.187500 Penalty: 2201.994141
	Iteration 18F: 3 clusters Score -70131.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Entering Unmasked Estep 
Score: -13715279.000000 Penalty: 1945.925903
	Iteration 0F: 2 clusters Score -1.371528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -13608859.000000 Penalty: 3891.851807
	Iteration 0F: 3 clusters Score -1.360886e+07 nChanged 76421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -13654928.000000 Penalty: 3891.851807
	Iteration 1F: 3 clusters Score -1.365493e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -13657072.000000 Penalty: 3891.851807
	Iteration 2Q: 3 clusters Score -1.365707e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -13660978.000000 Penalty: 3891.851807
	Iteration 3F: 3 clusters Score -1.366098e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -13667816.000000 Penalty: 3891.851807
	Iteration 4F: 3 clusters Score -1.366782e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 121653 members 
Entering Unmasked Estep 
Score: -13678926.000000 Penalty: 3891.851807
	Iteration 5F: 3 clusters Score -1.367893e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 135906 members 
Entering Unmasked Estep 
Score: -13692505.000000 Penalty: 3891.851807
	Iteration 6F: 3 clusters Score -1.36925e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -13703448.000000 Penalty: 3891.851807
	Iteration 7F: 3 clusters Score -1.370345e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 153692 members 
Entering Unmasked Estep 
Score: -13709522.000000 Penalty: 3891.851807
	Iteration 8Q: 3 clusters Score -1.370952e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -13712109.000000 Penalty: 3891.851807
	Iteration 9Q: 3 clusters Score -1.371211e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -13713093.000000 Penalty: 3891.851807
	Iteration 10Q: 3 clusters Score -1.371309e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -13713403.000000 Penalty: 3891.851807
	Iteration 11Q: 3 clusters Score -1.37134e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -13713520.000000 Penalty: 3891.851807
	Iteration 12Q: 3 clusters Score -1.371352e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 158307 members 
Entering Unmasked Estep 
Score: -13713569.000000 Penalty: 3891.851807
	Iteration 13Q: 3 clusters Score -1.371357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -13713597.000000 Penalty: 3891.851807
	Iteration 14Q: 3 clusters Score -1.37136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -13713628.000000 Penalty: 3891.851807
	Iteration 15Q: 3 clusters Score -1.371363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 158368 members 
Entering Unmasked Estep 
Score: -13713630.000000 Penalty: 3891.851807
	Iteration 16Q: 3 clusters Score -1.371363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -13713639.000000 Penalty: 3891.851807
	Iteration 17Q: 3 clusters Score -1.371364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -13713652.000000 Penalty: 3891.851807
	Iteration 18Q: 3 clusters Score -1.371365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -13713650.000000 Penalty: 3891.851807
	Iteration 19Q: 3 clusters Score -1.371365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 158372 members 
Entering Unmasked Estep 
Score: -13713663.000000 Penalty: 3891.851807
	Iteration 20F: 3 clusters Score -1.371366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158374 members 
Entering Unmasked Estep 
Score: -13713667.000000 Penalty: 3891.851807
	Iteration 21Q: 3 clusters Score -1.371367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -13713669.000000 Penalty: 3891.851807
	Iteration 22Q: 3 clusters Score -1.371367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -13713671.000000 Penalty: 3891.851807
	Iteration 23Q: 3 clusters Score -1.371367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -13713666.000000 Penalty: 3891.851807
	Iteration 24Q: 3 clusters Score -1.371367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -13713657.000000 Penalty: 3891.851807
	Iteration 25Q: 3 clusters Score -1.371366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -13713649.000000 Penalty: 3891.851807
	Iteration 26Q: 3 clusters Score -1.371365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -13713649.000000 Penalty: 3891.851807
	Iteration 27F: 3 clusters Score -1.371365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -1849201.875000 Penalty: 1622.138550
	Iteration 0F: 2 clusters Score -1849202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1834527.750000 Penalty: 3244.277100
	Iteration 0F: 3 clusters Score -1834528 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1839912.875000 Penalty: 3244.277100
	Iteration 1F: 3 clusters Score -1839913 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1840275.250000 Penalty: 3244.277100
	Iteration 2Q: 3 clusters Score -1840275 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1840667.000000 Penalty: 3244.277100
	Iteration 3Q: 3 clusters Score -1840667 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1841136.250000 Penalty: 3244.277100
	Iteration 4Q: 3 clusters Score -1841136 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1841720.625000 Penalty: 3244.277100
	Iteration 5Q: 3 clusters Score -1841721 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1842428.250000 Penalty: 3244.277100
	Iteration 6F: 3 clusters Score -1842428 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1843238.125000 Penalty: 3244.277100
	Iteration 7F: 3 clusters Score -1843238 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1844048.875000 Penalty: 3244.277100
	Iteration 8F: 3 clusters Score -1844049 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1844752.125000 Penalty: 3244.277100
	Iteration 9Q: 3 clusters Score -1844752 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1845342.500000 Penalty: 3244.277100
	Iteration 10Q: 3 clusters Score -1845342 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1845872.875000 Penalty: 3244.277100
	Iteration 11Q: 3 clusters Score -1845873 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1846298.250000 Penalty: 3244.277100
	Iteration 12Q: 3 clusters Score -1846298 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1846631.875000 Penalty: 3244.277100
	Iteration 13Q: 3 clusters Score -1846632 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -1846876.250000 Penalty: 3244.277100
	Iteration 14Q: 3 clusters Score -1846876 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1847042.250000 Penalty: 3244.277100
	Iteration 15Q: 3 clusters Score -1847042 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1847169.375000 Penalty: 3244.277100
	Iteration 16Q: 3 clusters Score -1847169 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1847272.250000 Penalty: 3244.277100
	Iteration 17Q: 3 clusters Score -1847272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1847346.750000 Penalty: 3244.277100
	Iteration 18Q: 3 clusters Score -1847347 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -1847398.000000 Penalty: 3244.277100
	Iteration 19Q: 3 clusters Score -1847398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1847421.875000 Penalty: 3244.277100
	Iteration 20F: 3 clusters Score -1847422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1847452.000000 Penalty: 3244.277100
	Iteration 21Q: 3 clusters Score -1847452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1847486.000000 Penalty: 3244.277100
	Iteration 22Q: 3 clusters Score -1847486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1847528.000000 Penalty: 3244.277100
	Iteration 23Q: 3 clusters Score -1847528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -1847564.750000 Penalty: 3244.277100
	Iteration 24Q: 3 clusters Score -1847565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -1847600.375000 Penalty: 3244.277100
	Iteration 25Q: 3 clusters Score -1847600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1847615.000000 Penalty: 3244.277100
	Iteration 26Q: 3 clusters Score -1847615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1847626.875000 Penalty: 3244.277100
	Iteration 27Q: 3 clusters Score -1847627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -1847634.250000 Penalty: 3244.277100
	Iteration 28Q: 3 clusters Score -1847634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1847652.625000 Penalty: 3244.277100
	Iteration 29Q: 3 clusters Score -1847653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -1847664.000000 Penalty: 3244.277100
	Iteration 30Q: 3 clusters Score -1847664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1847679.250000 Penalty: 3244.277100
	Iteration 31Q: 3 clusters Score -1847679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1847698.875000 Penalty: 3244.277100
	Iteration 32Q: 3 clusters Score -1847699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -1847708.750000 Penalty: 3244.277100
	Iteration 33Q: 3 clusters Score -1847709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1847725.125000 Penalty: 3244.277100
	Iteration 34Q: 3 clusters Score -1847725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1847733.500000 Penalty: 3244.277100
	Iteration 35Q: 3 clusters Score -1847734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1847751.125000 Penalty: 3244.277100
	Iteration 36Q: 3 clusters Score -1847751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1847759.625000 Penalty: 3244.277100
	Iteration 37Q: 3 clusters Score -1847760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1847777.625000 Penalty: 3244.277100
	Iteration 38Q: 3 clusters Score -1847778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1847782.000000 Penalty: 3244.277100
	Iteration 39Q: 3 clusters Score -1847782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -1847787.000000 Penalty: 3244.277100
	Iteration 40F: 3 clusters Score -1847787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -1847795.625000 Penalty: 3244.277100
	Iteration 41Q: 3 clusters Score -1847796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1847801.875000 Penalty: 3244.277100
	Iteration 42Q: 3 clusters Score -1847802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1847811.250000 Penalty: 3244.277100
	Iteration 43Q: 3 clusters Score -1847811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1847820.750000 Penalty: 3244.277100
	Iteration 44Q: 3 clusters Score -1847821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1847829.625000 Penalty: 3244.277100
	Iteration 45Q: 3 clusters Score -1847830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1847851.375000 Penalty: 3244.277100
	Iteration 46Q: 3 clusters Score -1847851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1847859.875000 Penalty: 3244.277100
	Iteration 47Q: 3 clusters Score -1847860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1847868.250000 Penalty: 3244.277100
	Iteration 48Q: 3 clusters Score -1847868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1847875.625000 Penalty: 3244.277100
	Iteration 49Q: 3 clusters Score -1847876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1847880.500000 Penalty: 3244.277100
	Iteration 50Q: 3 clusters Score -1847880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1847889.250000 Penalty: 3244.277100
	Iteration 51Q: 3 clusters Score -1847889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1847902.875000 Penalty: 3244.277100
	Iteration 52Q: 3 clusters Score -1847903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1847904.125000 Penalty: 3244.277100
	Iteration 53Q: 3 clusters Score -1847904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1847909.625000 Penalty: 3244.277100
	Iteration 54Q: 3 clusters Score -1847910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1847910.500000 Penalty: 3244.277100
	Iteration 55Q: 3 clusters Score -1847910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1847910.500000 Penalty: 3244.277100
	Iteration 56F: 3 clusters Score -1847910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Entering Unmasked Estep 
Score: -1320575.000000 Penalty: 1569.191650
	Iteration 0F: 2 clusters Score -1320575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1309836.625000 Penalty: 3138.383301
	Iteration 0F: 3 clusters Score -1309837 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1313743.375000 Penalty: 3138.383301
	Iteration 1F: 3 clusters Score -1313743 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1314173.875000 Penalty: 3138.383301
	Iteration 2F: 3 clusters Score -1314174 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1314544.500000 Penalty: 3138.383301
	Iteration 3F: 3 clusters Score -1314544 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1314916.625000 Penalty: 3138.383301
	Iteration 4Q: 3 clusters Score -1314917 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1315232.125000 Penalty: 3138.383301
	Iteration 5Q: 3 clusters Score -1315232 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1315540.250000 Penalty: 3138.383301
	Iteration 6Q: 3 clusters Score -1315540 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1315879.750000 Penalty: 3138.383301
	Iteration 7Q: 3 clusters Score -1315880 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1316259.625000 Penalty: 3138.383301
	Iteration 8Q: 3 clusters Score -1316260 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1316687.625000 Penalty: 3138.383301
	Iteration 9Q: 3 clusters Score -1316688 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1317121.875000 Penalty: 3138.383301
	Iteration 10Q: 3 clusters Score -1317122 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1317504.500000 Penalty: 3138.383301
	Iteration 11Q: 3 clusters Score -1317504 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1317851.000000 Penalty: 3138.383301
	Iteration 12Q: 3 clusters Score -1317851 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1318124.500000 Penalty: 3138.383301
	Iteration 13Q: 3 clusters Score -1318124 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1318343.375000 Penalty: 3138.383301
	Iteration 14Q: 3 clusters Score -1318343 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1318520.750000 Penalty: 3138.383301
	Iteration 15Q: 3 clusters Score -1318521 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1318691.625000 Penalty: 3138.383301
	Iteration 16Q: 3 clusters Score -1318692 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1318825.875000 Penalty: 3138.383301
	Iteration 17Q: 3 clusters Score -1318826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1318921.625000 Penalty: 3138.383301
	Iteration 18Q: 3 clusters Score -1318922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1318998.000000 Penalty: 3138.383301
	Iteration 19Q: 3 clusters Score -1318998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1319079.375000 Penalty: 3138.383301
	Iteration 20F: 3 clusters Score -1319079 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1319157.875000 Penalty: 3138.383301
	Iteration 21Q: 3 clusters Score -1319158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1319210.500000 Penalty: 3138.383301
	Iteration 22Q: 3 clusters Score -1319210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1319251.750000 Penalty: 3138.383301
	Iteration 23Q: 3 clusters Score -1319252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1319284.125000 Penalty: 3138.383301
	Iteration 24Q: 3 clusters Score -1319284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1319310.375000 Penalty: 3138.383301
	Iteration 25Q: 3 clusters Score -1319310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1319329.375000 Penalty: 3138.383301
	Iteration 26Q: 3 clusters Score -1319329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1319352.375000 Penalty: 3138.383301
	Iteration 27Q: 3 clusters Score -1319352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1319384.625000 Penalty: 3138.383301
	Iteration 28Q: 3 clusters Score -1319385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1319416.000000 Penalty: 3138.383301
	Iteration 29Q: 3 clusters Score -1319416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1319436.625000 Penalty: 3138.383301
	Iteration 30Q: 3 clusters Score -1319437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1319456.000000 Penalty: 3138.383301
	Iteration 31Q: 3 clusters Score -1319456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1319474.250000 Penalty: 3138.383301
	Iteration 32Q: 3 clusters Score -1319474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1319494.250000 Penalty: 3138.383301
	Iteration 33Q: 3 clusters Score -1319494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1319510.250000 Penalty: 3138.383301
	Iteration 34Q: 3 clusters Score -1319510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1319524.000000 Penalty: 3138.383301
	Iteration 35Q: 3 clusters Score -1319524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1319531.250000 Penalty: 3138.383301
	Iteration 36Q: 3 clusters Score -1319531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1319536.625000 Penalty: 3138.383301
	Iteration 37Q: 3 clusters Score -1319537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1319541.250000 Penalty: 3138.383301
	Iteration 38Q: 3 clusters Score -1319541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1319550.500000 Penalty: 3138.383301
	Iteration 39Q: 3 clusters Score -1319550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1319574.625000 Penalty: 3138.383301
	Iteration 40F: 3 clusters Score -1319575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1319588.125000 Penalty: 3138.383301
	Iteration 41Q: 3 clusters Score -1319588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1319600.125000 Penalty: 3138.383301
	Iteration 42Q: 3 clusters Score -1319600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1319604.625000 Penalty: 3138.383301
	Iteration 43Q: 3 clusters Score -1319605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1319613.750000 Penalty: 3138.383301
	Iteration 44Q: 3 clusters Score -1319614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1319620.250000 Penalty: 3138.383301
	Iteration 45Q: 3 clusters Score -1319620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1319633.125000 Penalty: 3138.383301
	Iteration 46Q: 3 clusters Score -1319633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1319638.000000 Penalty: 3138.383301
	Iteration 47Q: 3 clusters Score -1319638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1319641.250000 Penalty: 3138.383301
	Iteration 48Q: 3 clusters Score -1319641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1319647.250000 Penalty: 3138.383301
	Iteration 49Q: 3 clusters Score -1319647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1319646.125000 Penalty: 3138.383301
	Iteration 50Q: 3 clusters Score -1319646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1319648.375000 Penalty: 3138.383301
	Iteration 51Q: 3 clusters Score -1319648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1319652.875000 Penalty: 3138.383301
	Iteration 52Q: 3 clusters Score -1319653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1319654.875000 Penalty: 3138.383301
	Iteration 53Q: 3 clusters Score -1319655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1319653.250000 Penalty: 3138.383301
	Iteration 54Q: 3 clusters Score -1319653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319651.500000 Penalty: 3138.383301
	Iteration 55Q: 3 clusters Score -1319652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319653.500000 Penalty: 3138.383301
	Iteration 56Q: 3 clusters Score -1319654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1319654.750000 Penalty: 3138.383301
	Iteration 57Q: 3 clusters Score -1319655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319655.250000 Penalty: 3138.383301
	Iteration 58Q: 3 clusters Score -1319655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319652.375000 Penalty: 3138.383301
	Iteration 59Q: 3 clusters Score -1319652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319653.375000 Penalty: 3138.383301
	Iteration 60F: 3 clusters Score -1319653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319657.875000 Penalty: 3138.383301
	Iteration 61Q: 3 clusters Score -1319658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1319656.375000 Penalty: 3138.383301
	Iteration 62Q: 3 clusters Score -1319656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319655.750000 Penalty: 3138.383301
	Iteration 63Q: 3 clusters Score -1319656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1319655.750000 Penalty: 3138.383301
	Iteration 64F: 3 clusters Score -1319656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Entering Unmasked Estep 
Score: -1000381.312500 Penalty: 1525.370483
	Iteration 0F: 2 clusters Score -1000381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -991972.625000 Penalty: 3050.740967
	Iteration 0F: 3 clusters Score -991972.6 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -994815.437500 Penalty: 3050.740967
	Iteration 1F: 3 clusters Score -994815.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -995163.500000 Penalty: 3050.740967
	Iteration 2F: 3 clusters Score -995163.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -995477.812500 Penalty: 3050.740967
	Iteration 3F: 3 clusters Score -995477.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -995808.750000 Penalty: 3050.740967
	Iteration 4F: 3 clusters Score -995808.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -996174.687500 Penalty: 3050.740967
	Iteration 5F: 3 clusters Score -996174.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -996630.437500 Penalty: 3050.740967
	Iteration 6F: 3 clusters Score -996630.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -997178.062500 Penalty: 3050.740967
	Iteration 7F: 3 clusters Score -997178.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -997803.625000 Penalty: 3050.740967
	Iteration 8F: 3 clusters Score -997803.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -998416.687500 Penalty: 3050.740967
	Iteration 9F: 3 clusters Score -998416.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -998846.062500 Penalty: 3050.740967
	Iteration 10Q: 3 clusters Score -998846.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -999199.500000 Penalty: 3050.740967
	Iteration 11Q: 3 clusters Score -999199.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -999464.625000 Penalty: 3050.740967
	Iteration 12Q: 3 clusters Score -999464.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -999630.937500 Penalty: 3050.740967
	Iteration 13Q: 3 clusters Score -999630.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -999715.437500 Penalty: 3050.740967
	Iteration 14Q: 3 clusters Score -999715.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -999761.875000 Penalty: 3050.740967
	Iteration 15Q: 3 clusters Score -999761.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -999782.562500 Penalty: 3050.740967
	Iteration 16Q: 3 clusters Score -999782.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -999796.625000 Penalty: 3050.740967
	Iteration 17Q: 3 clusters Score -999796.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -999804.062500 Penalty: 3050.740967
	Iteration 18Q: 3 clusters Score -999804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -999808.750000 Penalty: 3050.740967
	Iteration 19Q: 3 clusters Score -999808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -999812.750000 Penalty: 3050.740967
	Iteration 20F: 3 clusters Score -999812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -999812.750000 Penalty: 3050.740967
	Iteration 21Q: 3 clusters Score -999812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -999816.062500 Penalty: 3050.740967
	Iteration 22Q: 3 clusters Score -999816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -999815.937500 Penalty: 3050.740967
	Iteration 23Q: 3 clusters Score -999815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -999816.375000 Penalty: 3050.740967
	Iteration 24Q: 3 clusters Score -999816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -999817.062500 Penalty: 3050.740967
	Iteration 25Q: 3 clusters Score -999817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -999818.562500 Penalty: 3050.740967
	Iteration 26Q: 3 clusters Score -999818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -999817.812500 Penalty: 3050.740967
	Iteration 27Q: 3 clusters Score -999817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -999817.250000 Penalty: 3050.740967
	Iteration 28Q: 3 clusters Score -999817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -999817.250000 Penalty: 3050.740967
	Iteration 29F: 3 clusters Score -999817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Entering Unmasked Estep 
Score: -1240028.625000 Penalty: 1556.070068
	Iteration 0F: 2 clusters Score -1240029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1230056.500000 Penalty: 3112.140137
	Iteration 0F: 3 clusters Score -1230056 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1233465.500000 Penalty: 3112.140137
	Iteration 1F: 3 clusters Score -1233466 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1233718.750000 Penalty: 3112.140137
	Iteration 2F: 3 clusters Score -1233719 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1233940.625000 Penalty: 3112.140137
	Iteration 3Q: 3 clusters Score -1233941 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1234130.750000 Penalty: 3112.140137
	Iteration 4Q: 3 clusters Score -1234131 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1234307.125000 Penalty: 3112.140137
	Iteration 5Q: 3 clusters Score -1234307 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1234501.500000 Penalty: 3112.140137
	Iteration 6Q: 3 clusters Score -1234502 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1234734.500000 Penalty: 3112.140137
	Iteration 7Q: 3 clusters Score -1234734 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1235005.750000 Penalty: 3112.140137
	Iteration 8Q: 3 clusters Score -1235006 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1235400.750000 Penalty: 3112.140137
	Iteration 9Q: 3 clusters Score -1235401 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1235852.250000 Penalty: 3112.140137
	Iteration 10Q: 3 clusters Score -1235852 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1236400.500000 Penalty: 3112.140137
	Iteration 11F: 3 clusters Score -1236400 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1236969.500000 Penalty: 3112.140137
	Iteration 12Q: 3 clusters Score -1236970 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1237511.125000 Penalty: 3112.140137
	Iteration 13Q: 3 clusters Score -1237511 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1237921.000000 Penalty: 3112.140137
	Iteration 14Q: 3 clusters Score -1237921 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1238198.125000 Penalty: 3112.140137
	Iteration 15Q: 3 clusters Score -1238198 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1238369.875000 Penalty: 3112.140137
	Iteration 16Q: 3 clusters Score -1238370 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1238495.500000 Penalty: 3112.140137
	Iteration 17Q: 3 clusters Score -1238496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1238564.750000 Penalty: 3112.140137
	Iteration 18Q: 3 clusters Score -1238565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1238602.250000 Penalty: 3112.140137
	Iteration 19Q: 3 clusters Score -1238602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1238628.625000 Penalty: 3112.140137
	Iteration 20F: 3 clusters Score -1238629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1238653.500000 Penalty: 3112.140137
	Iteration 21Q: 3 clusters Score -1238654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1238670.375000 Penalty: 3112.140137
	Iteration 22Q: 3 clusters Score -1238670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1238687.750000 Penalty: 3112.140137
	Iteration 23Q: 3 clusters Score -1238688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1238693.125000 Penalty: 3112.140137
	Iteration 24Q: 3 clusters Score -1238693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1238696.500000 Penalty: 3112.140137
	Iteration 25Q: 3 clusters Score -1238696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1238703.625000 Penalty: 3112.140137
	Iteration 26Q: 3 clusters Score -1238704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1238706.250000 Penalty: 3112.140137
	Iteration 27Q: 3 clusters Score -1238706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1238710.375000 Penalty: 3112.140137
	Iteration 28Q: 3 clusters Score -1238710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1238714.375000 Penalty: 3112.140137
	Iteration 29Q: 3 clusters Score -1238714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1238718.125000 Penalty: 3112.140137
	Iteration 30Q: 3 clusters Score -1238718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1238725.000000 Penalty: 3112.140137
	Iteration 31Q: 3 clusters Score -1238725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1238728.875000 Penalty: 3112.140137
	Iteration 32Q: 3 clusters Score -1238729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1238730.125000 Penalty: 3112.140137
	Iteration 33Q: 3 clusters Score -1238730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1238731.500000 Penalty: 3112.140137
	Iteration 34Q: 3 clusters Score -1238732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1238733.000000 Penalty: 3112.140137
	Iteration 35Q: 3 clusters Score -1238733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1238735.750000 Penalty: 3112.140137
	Iteration 36Q: 3 clusters Score -1238736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1238735.500000 Penalty: 3112.140137
	Iteration 37Q: 3 clusters Score -1238736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1238736.500000 Penalty: 3112.140137
	Iteration 38Q: 3 clusters Score -1238736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1238736.500000 Penalty: 3112.140137
	Iteration 39F: 3 clusters Score -1238736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Entering Unmasked Estep 
Score: -1428649.625000 Penalty: 1591.489868
	Iteration 0F: 2 clusters Score -1428650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1416435.250000 Penalty: 3182.979736
	Iteration 0F: 3 clusters Score -1416435 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1420851.000000 Penalty: 3182.979736
	Iteration 1F: 3 clusters Score -1420851 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1421208.875000 Penalty: 3182.979736
	Iteration 2F: 3 clusters Score -1421209 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1421567.750000 Penalty: 3182.979736
	Iteration 3Q: 3 clusters Score -1421568 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1421968.625000 Penalty: 3182.979736
	Iteration 4Q: 3 clusters Score -1421969 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1422471.875000 Penalty: 3182.979736
	Iteration 5Q: 3 clusters Score -1422472 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1422988.125000 Penalty: 3182.979736
	Iteration 6Q: 3 clusters Score -1422988 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1423527.875000 Penalty: 3182.979736
	Iteration 7F: 3 clusters Score -1423528 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1424076.875000 Penalty: 3182.979736
	Iteration 8Q: 3 clusters Score -1424077 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1424552.250000 Penalty: 3182.979736
	Iteration 9Q: 3 clusters Score -1424552 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1424890.750000 Penalty: 3182.979736
	Iteration 10Q: 3 clusters Score -1424891 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1425115.000000 Penalty: 3182.979736
	Iteration 11Q: 3 clusters Score -1425115 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1425281.375000 Penalty: 3182.979736
	Iteration 12Q: 3 clusters Score -1425281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1425370.875000 Penalty: 3182.979736
	Iteration 13Q: 3 clusters Score -1425371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1425440.250000 Penalty: 3182.979736
	Iteration 14Q: 3 clusters Score -1425440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1425500.250000 Penalty: 3182.979736
	Iteration 15Q: 3 clusters Score -1425500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1425578.000000 Penalty: 3182.979736
	Iteration 16Q: 3 clusters Score -1425578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1425655.125000 Penalty: 3182.979736
	Iteration 17Q: 3 clusters Score -1425655 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1425752.375000 Penalty: 3182.979736
	Iteration 18Q: 3 clusters Score -1425752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1425849.125000 Penalty: 3182.979736
	Iteration 19Q: 3 clusters Score -1425849 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1425953.375000 Penalty: 3182.979736
	Iteration 20F: 3 clusters Score -1425953 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1426087.375000 Penalty: 3182.979736
	Iteration 21Q: 3 clusters Score -1426087 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1426203.250000 Penalty: 3182.979736
	Iteration 22Q: 3 clusters Score -1426203 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1426320.000000 Penalty: 3182.979736
	Iteration 23Q: 3 clusters Score -1426320 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1426406.125000 Penalty: 3182.979736
	Iteration 24Q: 3 clusters Score -1426406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1426500.250000 Penalty: 3182.979736
	Iteration 25Q: 3 clusters Score -1426500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1426589.000000 Penalty: 3182.979736
	Iteration 26Q: 3 clusters Score -1426589 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1426656.250000 Penalty: 3182.979736
	Iteration 27Q: 3 clusters Score -1426656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1426714.750000 Penalty: 3182.979736
	Iteration 28Q: 3 clusters Score -1426715 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1426764.250000 Penalty: 3182.979736
	Iteration 29Q: 3 clusters Score -1426764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1426818.000000 Penalty: 3182.979736
	Iteration 30Q: 3 clusters Score -1426818 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1426873.625000 Penalty: 3182.979736
	Iteration 31Q: 3 clusters Score -1426874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1426921.375000 Penalty: 3182.979736
	Iteration 32Q: 3 clusters Score -1426921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1426956.125000 Penalty: 3182.979736
	Iteration 33Q: 3 clusters Score -1426956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1426987.625000 Penalty: 3182.979736
	Iteration 34Q: 3 clusters Score -1426988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1427013.625000 Penalty: 3182.979736
	Iteration 35Q: 3 clusters Score -1427014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1427041.500000 Penalty: 3182.979736
	Iteration 36Q: 3 clusters Score -1427042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1427068.875000 Penalty: 3182.979736
	Iteration 37Q: 3 clusters Score -1427069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1427097.500000 Penalty: 3182.979736
	Iteration 38Q: 3 clusters Score -1427098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1427121.125000 Penalty: 3182.979736
	Iteration 39Q: 3 clusters Score -1427121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1427144.625000 Penalty: 3182.979736
	Iteration 40F: 3 clusters Score -1427145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1427169.625000 Penalty: 3182.979736
	Iteration 41Q: 3 clusters Score -1427170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1427188.125000 Penalty: 3182.979736
	Iteration 42Q: 3 clusters Score -1427188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1427199.750000 Penalty: 3182.979736
	Iteration 43Q: 3 clusters Score -1427200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1427211.875000 Penalty: 3182.979736
	Iteration 44Q: 3 clusters Score -1427212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1427226.375000 Penalty: 3182.979736
	Iteration 45Q: 3 clusters Score -1427226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1427235.875000 Penalty: 3182.979736
	Iteration 46Q: 3 clusters Score -1427236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1427253.250000 Penalty: 3182.979736
	Iteration 47Q: 3 clusters Score -1427253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1427264.875000 Penalty: 3182.979736
	Iteration 48Q: 3 clusters Score -1427265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1427271.625000 Penalty: 3182.979736
	Iteration 49Q: 3 clusters Score -1427272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1427282.500000 Penalty: 3182.979736
	Iteration 50Q: 3 clusters Score -1427282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1427294.500000 Penalty: 3182.979736
	Iteration 51Q: 3 clusters Score -1427294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1427305.000000 Penalty: 3182.979736
	Iteration 52Q: 3 clusters Score -1427305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1427315.500000 Penalty: 3182.979736
	Iteration 53Q: 3 clusters Score -1427316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1427325.750000 Penalty: 3182.979736
	Iteration 54Q: 3 clusters Score -1427326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1427337.250000 Penalty: 3182.979736
	Iteration 55Q: 3 clusters Score -1427337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1427340.625000 Penalty: 3182.979736
	Iteration 56Q: 3 clusters Score -1427341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1427360.250000 Penalty: 3182.979736
	Iteration 57Q: 3 clusters Score -1427360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1427373.250000 Penalty: 3182.979736
	Iteration 58Q: 3 clusters Score -1427373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1427379.375000 Penalty: 3182.979736
	Iteration 59Q: 3 clusters Score -1427379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1427384.750000 Penalty: 3182.979736
	Iteration 60F: 3 clusters Score -1427385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1427390.625000 Penalty: 3182.979736
	Iteration 61Q: 3 clusters Score -1427391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1427391.500000 Penalty: 3182.979736
	Iteration 62Q: 3 clusters Score -1427392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1427396.500000 Penalty: 3182.979736
	Iteration 63Q: 3 clusters Score -1427396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1427404.000000 Penalty: 3182.979736
	Iteration 64Q: 3 clusters Score -1427404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1427404.000000 Penalty: 3182.979736
	Iteration 65Q: 3 clusters Score -1427404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1427413.125000 Penalty: 3182.979736
	Iteration 66Q: 3 clusters Score -1427413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1427413.750000 Penalty: 3182.979736
	Iteration 67Q: 3 clusters Score -1427414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1427415.875000 Penalty: 3182.979736
	Iteration 68Q: 3 clusters Score -1427416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1427416.875000 Penalty: 3182.979736
	Iteration 69Q: 3 clusters Score -1427417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1427418.375000 Penalty: 3182.979736
	Iteration 70Q: 3 clusters Score -1427418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1427423.125000 Penalty: 3182.979736
	Iteration 71Q: 3 clusters Score -1427423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1427422.500000 Penalty: 3182.979736
	Iteration 72Q: 3 clusters Score -1427422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1427425.000000 Penalty: 3182.979736
	Iteration 73Q: 3 clusters Score -1427425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1427422.750000 Penalty: 3182.979736
	Iteration 74Q: 3 clusters Score -1427423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1427420.250000 Penalty: 3182.979736
	Iteration 75Q: 3 clusters Score -1427420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1427424.250000 Penalty: 3182.979736
	Iteration 76Q: 3 clusters Score -1427424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1427426.625000 Penalty: 3182.979736
	Iteration 77Q: 3 clusters Score -1427427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1427428.375000 Penalty: 3182.979736
	Iteration 78Q: 3 clusters Score -1427428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1427427.625000 Penalty: 3182.979736
	Iteration 79Q: 3 clusters Score -1427428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1427429.625000 Penalty: 3182.979736
	Iteration 80F: 3 clusters Score -1427430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1427430.875000 Penalty: 3182.979736
	Iteration 81Q: 3 clusters Score -1427431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1427432.625000 Penalty: 3182.979736
	Iteration 82Q: 3 clusters Score -1427433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1427433.000000 Penalty: 3182.979736
	Iteration 83Q: 3 clusters Score -1427433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1427434.750000 Penalty: 3182.979736
	Iteration 84Q: 3 clusters Score -1427435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1427437.500000 Penalty: 3182.979736
	Iteration 85Q: 3 clusters Score -1427438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1427440.875000 Penalty: 3182.979736
	Iteration 86Q: 3 clusters Score -1427441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1427441.875000 Penalty: 3182.979736
	Iteration 87Q: 3 clusters Score -1427442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1427441.750000 Penalty: 3182.979736
	Iteration 88Q: 3 clusters Score -1427442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1427447.125000 Penalty: 3182.979736
	Iteration 89Q: 3 clusters Score -1427447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1427447.875000 Penalty: 3182.979736
	Iteration 90Q: 3 clusters Score -1427448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1427447.000000 Penalty: 3182.979736
	Iteration 91Q: 3 clusters Score -1427447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1427448.625000 Penalty: 3182.979736
	Iteration 92Q: 3 clusters Score -1427449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1427452.500000 Penalty: 3182.979736
	Iteration 93Q: 3 clusters Score -1427452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1427450.375000 Penalty: 3182.979736
	Iteration 94Q: 3 clusters Score -1427450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1427451.000000 Penalty: 3182.979736
	Iteration 95Q: 3 clusters Score -1427451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1427451.000000 Penalty: 3182.979736
	Iteration 96F: 3 clusters Score -1427451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -298489.625000 Penalty: 1350.002197
	Iteration 0F: 2 clusters Score -298489.6 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 2014 members 
Entering Unmasked Estep 
Score: -295101.312500 Penalty: 2700.004395
	Iteration 0F: 3 clusters Score -295101.3 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -296117.218750 Penalty: 2700.004395
	Iteration 1F: 3 clusters Score -296117.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -296354.750000 Penalty: 2700.004395
	Iteration 2F: 3 clusters Score -296354.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -296551.781250 Penalty: 2700.004395
	Iteration 3F: 3 clusters Score -296551.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -296722.218750 Penalty: 2700.004395
	Iteration 4F: 3 clusters Score -296722.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -296852.906250 Penalty: 2700.004395
	Iteration 5Q: 3 clusters Score -296852.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -296962.625000 Penalty: 2700.004395
	Iteration 6Q: 3 clusters Score -296962.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297041.906250 Penalty: 2700.004395
	Iteration 7Q: 3 clusters Score -297041.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -297080.750000 Penalty: 2700.004395
	Iteration 8Q: 3 clusters Score -297080.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -297112.875000 Penalty: 2700.004395
	Iteration 9Q: 3 clusters Score -297112.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -297138.593750 Penalty: 2700.004395
	Iteration 10Q: 3 clusters Score -297138.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -297156.906250 Penalty: 2700.004395
	Iteration 11Q: 3 clusters Score -297156.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -297175.343750 Penalty: 2700.004395
	Iteration 12Q: 3 clusters Score -297175.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -297193.562500 Penalty: 2700.004395
	Iteration 13Q: 3 clusters Score -297193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -297204.781250 Penalty: 2700.004395
	Iteration 14Q: 3 clusters Score -297204.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -297216.250000 Penalty: 2700.004395
	Iteration 15Q: 3 clusters Score -297216.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -297230.500000 Penalty: 2700.004395
	Iteration 16Q: 3 clusters Score -297230.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297244.468750 Penalty: 2700.004395
	Iteration 17Q: 3 clusters Score -297244.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297255.781250 Penalty: 2700.004395
	Iteration 18Q: 3 clusters Score -297255.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -297265.156250 Penalty: 2700.004395
	Iteration 19Q: 3 clusters Score -297265.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -297276.625000 Penalty: 2700.004395
	Iteration 20F: 3 clusters Score -297276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -297289.312500 Penalty: 2700.004395
	Iteration 21Q: 3 clusters Score -297289.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297300.125000 Penalty: 2700.004395
	Iteration 22Q: 3 clusters Score -297300.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -297308.093750 Penalty: 2700.004395
	Iteration 23Q: 3 clusters Score -297308.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -297314.968750 Penalty: 2700.004395
	Iteration 24Q: 3 clusters Score -297315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -297319.000000 Penalty: 2700.004395
	Iteration 25Q: 3 clusters Score -297319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297328.718750 Penalty: 2700.004395
	Iteration 26Q: 3 clusters Score -297328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297335.093750 Penalty: 2700.004395
	Iteration 27Q: 3 clusters Score -297335.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297347.500000 Penalty: 2700.004395
	Iteration 28Q: 3 clusters Score -297347.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -297362.531250 Penalty: 2700.004395
	Iteration 29Q: 3 clusters Score -297362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -297371.906250 Penalty: 2700.004395
	Iteration 30Q: 3 clusters Score -297371.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297377.312500 Penalty: 2700.004395
	Iteration 31Q: 3 clusters Score -297377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297382.093750 Penalty: 2700.004395
	Iteration 32Q: 3 clusters Score -297382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297387.625000 Penalty: 2700.004395
	Iteration 33Q: 3 clusters Score -297387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297395.718750 Penalty: 2700.004395
	Iteration 34Q: 3 clusters Score -297395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297401.250000 Penalty: 2700.004395
	Iteration 35Q: 3 clusters Score -297401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -297410.593750 Penalty: 2700.004395
	Iteration 36Q: 3 clusters Score -297410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -297419.468750 Penalty: 2700.004395
	Iteration 37Q: 3 clusters Score -297419.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -297426.812500 Penalty: 2700.004395
	Iteration 38Q: 3 clusters Score -297426.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -297435.687500 Penalty: 2700.004395
	Iteration 39Q: 3 clusters Score -297435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297447.875000 Penalty: 2700.004395
	Iteration 40F: 3 clusters Score -297447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297454.437500 Penalty: 2700.004395
	Iteration 41Q: 3 clusters Score -297454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -297457.437500 Penalty: 2700.004395
	Iteration 42Q: 3 clusters Score -297457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -297459.750000 Penalty: 2700.004395
	Iteration 43Q: 3 clusters Score -297459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -297462.406250 Penalty: 2700.004395
	Iteration 44Q: 3 clusters Score -297462.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -297466.062500 Penalty: 2700.004395
	Iteration 45Q: 3 clusters Score -297466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -297469.625000 Penalty: 2700.004395
	Iteration 46Q: 3 clusters Score -297469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -297471.656250 Penalty: 2700.004395
	Iteration 47Q: 3 clusters Score -297471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -297473.875000 Penalty: 2700.004395
	Iteration 48Q: 3 clusters Score -297473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -297476.656250 Penalty: 2700.004395
	Iteration 49Q: 3 clusters Score -297476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -297477.375000 Penalty: 2700.004395
	Iteration 50Q: 3 clusters Score -297477.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -297479.968750 Penalty: 2700.004395
	Iteration 51Q: 3 clusters Score -297480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -297482.718750 Penalty: 2700.004395
	Iteration 52Q: 3 clusters Score -297482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -297487.906250 Penalty: 2700.004395
	Iteration 53Q: 3 clusters Score -297487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -297493.125000 Penalty: 2700.004395
	Iteration 54Q: 3 clusters Score -297493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -297496.031250 Penalty: 2700.004395
	Iteration 55Q: 3 clusters Score -297496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297498.843750 Penalty: 2700.004395
	Iteration 56Q: 3 clusters Score -297498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -297501.125000 Penalty: 2700.004395
	Iteration 57Q: 3 clusters Score -297501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -297502.781250 Penalty: 2700.004395
	Iteration 58Q: 3 clusters Score -297502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -297503.531250 Penalty: 2700.004395
	Iteration 59Q: 3 clusters Score -297503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -297505.125000 Penalty: 2700.004395
	Iteration 60F: 3 clusters Score -297505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -297507.750000 Penalty: 2700.004395
	Iteration 61Q: 3 clusters Score -297507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -297510.250000 Penalty: 2700.004395
	Iteration 62Q: 3 clusters Score -297510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -297510.062500 Penalty: 2700.004395
	Iteration 63Q: 3 clusters Score -297510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -297510.062500 Penalty: 2700.004395
	Iteration 64F: 3 clusters Score -297510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Entering Unmasked Estep 
Score: -474937.781250 Penalty: 1405.962036
	Iteration 0F: 2 clusters Score -474937.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -470477.625000 Penalty: 2811.924072
	Iteration 0F: 3 clusters Score -470477.6 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -471892.093750 Penalty: 2811.924072
	Iteration 1F: 3 clusters Score -471892.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -472360.250000 Penalty: 2811.924072
	Iteration 2F: 3 clusters Score -472360.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -472895.968750 Penalty: 2811.924072
	Iteration 3F: 3 clusters Score -472896 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -473415.531250 Penalty: 2811.924072
	Iteration 4F: 3 clusters Score -473415.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -473857.500000 Penalty: 2811.924072
	Iteration 5F: 3 clusters Score -473857.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -474173.062500 Penalty: 2811.924072
	Iteration 6F: 3 clusters Score -474173.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -474354.531250 Penalty: 2811.924072
	Iteration 7Q: 3 clusters Score -474354.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -474479.312500 Penalty: 2811.924072
	Iteration 8Q: 3 clusters Score -474479.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -474560.593750 Penalty: 2811.924072
	Iteration 9Q: 3 clusters Score -474560.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -474614.781250 Penalty: 2811.924072
	Iteration 10Q: 3 clusters Score -474614.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -474652.812500 Penalty: 2811.924072
	Iteration 11Q: 3 clusters Score -474652.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -474674.375000 Penalty: 2811.924072
	Iteration 12Q: 3 clusters Score -474674.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -474691.687500 Penalty: 2811.924072
	Iteration 13Q: 3 clusters Score -474691.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -474706.062500 Penalty: 2811.924072
	Iteration 14Q: 3 clusters Score -474706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -474721.250000 Penalty: 2811.924072
	Iteration 15Q: 3 clusters Score -474721.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -474733.312500 Penalty: 2811.924072
	Iteration 16Q: 3 clusters Score -474733.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -474740.437500 Penalty: 2811.924072
	Iteration 17Q: 3 clusters Score -474740.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -474748.906250 Penalty: 2811.924072
	Iteration 18Q: 3 clusters Score -474748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -474757.437500 Penalty: 2811.924072
	Iteration 19Q: 3 clusters Score -474757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -474767.312500 Penalty: 2811.924072
	Iteration 20F: 3 clusters Score -474767.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -474775.281250 Penalty: 2811.924072
	Iteration 21Q: 3 clusters Score -474775.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -474783.281250 Penalty: 2811.924072
	Iteration 22Q: 3 clusters Score -474783.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -474791.000000 Penalty: 2811.924072
	Iteration 23Q: 3 clusters Score -474791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -474798.093750 Penalty: 2811.924072
	Iteration 24Q: 3 clusters Score -474798.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -474804.593750 Penalty: 2811.924072
	Iteration 25Q: 3 clusters Score -474804.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -474810.531250 Penalty: 2811.924072
	Iteration 26Q: 3 clusters Score -474810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -474813.843750 Penalty: 2811.924072
	Iteration 27Q: 3 clusters Score -474813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -474819.156250 Penalty: 2811.924072
	Iteration 28Q: 3 clusters Score -474819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -474824.125000 Penalty: 2811.924072
	Iteration 29Q: 3 clusters Score -474824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -474823.593750 Penalty: 2811.924072
	Iteration 30Q: 3 clusters Score -474823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -474823.500000 Penalty: 2811.924072
	Iteration 31Q: 3 clusters Score -474823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -474823.500000 Penalty: 2811.924072
	Iteration 32F: 3 clusters Score -474823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -473183.218750 Penalty: 1400.298218
	Iteration 0F: 2 clusters Score -473183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -468863.406250 Penalty: 2800.596436
	Iteration 0F: 3 clusters Score -468863.4 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -470124.656250 Penalty: 2800.596436
	Iteration 1F: 3 clusters Score -470124.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -470396.000000 Penalty: 2800.596436
	Iteration 2F: 3 clusters Score -470396 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -470641.437500 Penalty: 2800.596436
	Iteration 3F: 3 clusters Score -470641.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -470826.125000 Penalty: 2800.596436
	Iteration 4F: 3 clusters Score -470826.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -470966.281250 Penalty: 2800.596436
	Iteration 5Q: 3 clusters Score -470966.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -471100.906250 Penalty: 2800.596436
	Iteration 6Q: 3 clusters Score -471100.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -471220.968750 Penalty: 2800.596436
	Iteration 7Q: 3 clusters Score -471221 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -471330.593750 Penalty: 2800.596436
	Iteration 8Q: 3 clusters Score -471330.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -471421.062500 Penalty: 2800.596436
	Iteration 9Q: 3 clusters Score -471421.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -471506.843750 Penalty: 2800.596436
	Iteration 10Q: 3 clusters Score -471506.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -471594.500000 Penalty: 2800.596436
	Iteration 11Q: 3 clusters Score -471594.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -471674.968750 Penalty: 2800.596436
	Iteration 12Q: 3 clusters Score -471675 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -471748.656250 Penalty: 2800.596436
	Iteration 13Q: 3 clusters Score -471748.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -471834.562500 Penalty: 2800.596436
	Iteration 14Q: 3 clusters Score -471834.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -471937.937500 Penalty: 2800.596436
	Iteration 15Q: 3 clusters Score -471937.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -472036.468750 Penalty: 2800.596436
	Iteration 16Q: 3 clusters Score -472036.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -472128.343750 Penalty: 2800.596436
	Iteration 17Q: 3 clusters Score -472128.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -472187.125000 Penalty: 2800.596436
	Iteration 18Q: 3 clusters Score -472187.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -472215.500000 Penalty: 2800.596436
	Iteration 19Q: 3 clusters Score -472215.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -472230.218750 Penalty: 2800.596436
	Iteration 20F: 3 clusters Score -472230.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -472241.062500 Penalty: 2800.596436
	Iteration 21Q: 3 clusters Score -472241.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -472248.375000 Penalty: 2800.596436
	Iteration 22Q: 3 clusters Score -472248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -472254.750000 Penalty: 2800.596436
	Iteration 23Q: 3 clusters Score -472254.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -472261.562500 Penalty: 2800.596436
	Iteration 24Q: 3 clusters Score -472261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -472263.906250 Penalty: 2800.596436
	Iteration 25Q: 3 clusters Score -472263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -472264.968750 Penalty: 2800.596436
	Iteration 26Q: 3 clusters Score -472265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -472266.156250 Penalty: 2800.596436
	Iteration 27Q: 3 clusters Score -472266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -472268.656250 Penalty: 2800.596436
	Iteration 28Q: 3 clusters Score -472268.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -472270.937500 Penalty: 2800.596436
	Iteration 29Q: 3 clusters Score -472270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -472273.781250 Penalty: 2800.596436
	Iteration 30Q: 3 clusters Score -472273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -472273.781250 Penalty: 2800.596436
	Iteration 31Q: 3 clusters Score -472273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -472273.968750 Penalty: 2800.596436
	Iteration 32Q: 3 clusters Score -472274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -472274.187500 Penalty: 2800.596436
	Iteration 33Q: 3 clusters Score -472274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -472274.500000 Penalty: 2800.596436
	Iteration 34Q: 3 clusters Score -472274.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -472274.500000 Penalty: 2800.596436
	Iteration 35F: 3 clusters Score -472274.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -210115.593750 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -210115.6 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 1249 members 
Entering Unmasked Estep 
Score: -207727.375000 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -207727.4 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -208299.125000 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -208299.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -208423.843750 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -208423.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -208501.265625 Penalty: 2541.512207
	Iteration 3Q: 3 clusters Score -208501.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -208545.593750 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -208545.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -208581.562500 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -208581.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -208610.984375 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -208611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -208636.187500 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -208636.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -208655.171875 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -208655.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -208674.343750 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -208674.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -208691.171875 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -208691.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -208707.828125 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -208707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -208719.156250 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -208719.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -208731.625000 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -208731.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208747.906250 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -208747.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208769.109375 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -208769.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -208789.062500 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -208789.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -208805.437500 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -208805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -208818.796875 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -208818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -208832.171875 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -208832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -208843.187500 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -208843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -208852.078125 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -208852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -208860.281250 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -208860.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -208871.046875 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -208871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -208884.781250 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -208884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -208896.453125 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -208896.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -208908.546875 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -208908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -208916.015625 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -208916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -208920.484375 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -208920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -208921.703125 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -208921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -208922.859375 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -208922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -208924.078125 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -208924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -208925.296875 Penalty: 2541.512207
	Iteration 32Q: 3 clusters Score -208925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -208926.218750 Penalty: 2541.512207
	Iteration 33Q: 3 clusters Score -208926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -208927.281250 Penalty: 2541.512207
	Iteration 34Q: 3 clusters Score -208927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -208928.109375 Penalty: 2541.512207
	Iteration 35Q: 3 clusters Score -208928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -208929.937500 Penalty: 2541.512207
	Iteration 36Q: 3 clusters Score -208929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -208931.546875 Penalty: 2541.512207
	Iteration 37Q: 3 clusters Score -208931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -208932.796875 Penalty: 2541.512207
	Iteration 38Q: 3 clusters Score -208932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -208935.765625 Penalty: 2541.512207
	Iteration 39Q: 3 clusters Score -208935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -208937.531250 Penalty: 2541.512207
	Iteration 40F: 3 clusters Score -208937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -208939.484375 Penalty: 2541.512207
	Iteration 41Q: 3 clusters Score -208939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -208941.890625 Penalty: 2541.512207
	Iteration 42Q: 3 clusters Score -208941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -208943.796875 Penalty: 2541.512207
	Iteration 43Q: 3 clusters Score -208943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -208946.093750 Penalty: 2541.512207
	Iteration 44Q: 3 clusters Score -208946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -208947.234375 Penalty: 2541.512207
	Iteration 45Q: 3 clusters Score -208947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -208948.703125 Penalty: 2541.512207
	Iteration 46Q: 3 clusters Score -208948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -208950.218750 Penalty: 2541.512207
	Iteration 47Q: 3 clusters Score -208950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -208951.250000 Penalty: 2541.512207
	Iteration 48Q: 3 clusters Score -208951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -208952.500000 Penalty: 2541.512207
	Iteration 49Q: 3 clusters Score -208952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -208954.250000 Penalty: 2541.512207
	Iteration 50Q: 3 clusters Score -208954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -208956.390625 Penalty: 2541.512207
	Iteration 51Q: 3 clusters Score -208956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -208958.390625 Penalty: 2541.512207
	Iteration 52Q: 3 clusters Score -208958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -208959.984375 Penalty: 2541.512207
	Iteration 53Q: 3 clusters Score -208960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -208962.359375 Penalty: 2541.512207
	Iteration 54Q: 3 clusters Score -208962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -208963.968750 Penalty: 2541.512207
	Iteration 55Q: 3 clusters Score -208964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -208968.515625 Penalty: 2541.512207
	Iteration 56Q: 3 clusters Score -208968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -208971.312500 Penalty: 2541.512207
	Iteration 57Q: 3 clusters Score -208971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -208972.781250 Penalty: 2541.512207
	Iteration 58Q: 3 clusters Score -208972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -208975.468750 Penalty: 2541.512207
	Iteration 59Q: 3 clusters Score -208975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -208980.671875 Penalty: 2541.512207
	Iteration 60F: 3 clusters Score -208980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -208985.671875 Penalty: 2541.512207
	Iteration 61Q: 3 clusters Score -208985.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -208990.312500 Penalty: 2541.512207
	Iteration 62Q: 3 clusters Score -208990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -208992.140625 Penalty: 2541.512207
	Iteration 63Q: 3 clusters Score -208992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -208995.984375 Penalty: 2541.512207
	Iteration 64Q: 3 clusters Score -208996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -208996.531250 Penalty: 2541.512207
	Iteration 65Q: 3 clusters Score -208996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -208996.968750 Penalty: 2541.512207
	Iteration 66Q: 3 clusters Score -208997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -208997.765625 Penalty: 2541.512207
	Iteration 67Q: 3 clusters Score -208997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -209001.125000 Penalty: 2541.512207
	Iteration 68Q: 3 clusters Score -209001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -209004.968750 Penalty: 2541.512207
	Iteration 69Q: 3 clusters Score -209005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -209007.968750 Penalty: 2541.512207
	Iteration 70Q: 3 clusters Score -209008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -209011.203125 Penalty: 2541.512207
	Iteration 71Q: 3 clusters Score -209011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -209014.046875 Penalty: 2541.512207
	Iteration 72Q: 3 clusters Score -209014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -209015.421875 Penalty: 2541.512207
	Iteration 73Q: 3 clusters Score -209015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -209015.421875 Penalty: 2541.512207
	Iteration 74F: 3 clusters Score -209015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Entering Unmasked Estep 
Score: -606654.062500 Penalty: 1443.117798
	Iteration 0F: 2 clusters Score -606654.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -601279.750000 Penalty: 2886.235596
	Iteration 0F: 3 clusters Score -601279.8 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -602894.875000 Penalty: 2886.235596
	Iteration 1F: 3 clusters Score -602894.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -603198.062500 Penalty: 2886.235596
	Iteration 2F: 3 clusters Score -603198.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -603412.562500 Penalty: 2886.235596
	Iteration 3F: 3 clusters Score -603412.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -603588.312500 Penalty: 2886.235596
	Iteration 4Q: 3 clusters Score -603588.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -603750.937500 Penalty: 2886.235596
	Iteration 5Q: 3 clusters Score -603750.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -603928.312500 Penalty: 2886.235596
	Iteration 6Q: 3 clusters Score -603928.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -604090.312500 Penalty: 2886.235596
	Iteration 7Q: 3 clusters Score -604090.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -604265.875000 Penalty: 2886.235596
	Iteration 8Q: 3 clusters Score -604265.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -604464.500000 Penalty: 2886.235596
	Iteration 9Q: 3 clusters Score -604464.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -604693.812500 Penalty: 2886.235596
	Iteration 10Q: 3 clusters Score -604693.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -604900.687500 Penalty: 2886.235596
	Iteration 11Q: 3 clusters Score -604900.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -605074.687500 Penalty: 2886.235596
	Iteration 12Q: 3 clusters Score -605074.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -605203.125000 Penalty: 2886.235596
	Iteration 13Q: 3 clusters Score -605203.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -605269.000000 Penalty: 2886.235596
	Iteration 14Q: 3 clusters Score -605269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -605331.250000 Penalty: 2886.235596
	Iteration 15Q: 3 clusters Score -605331.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -605376.250000 Penalty: 2886.235596
	Iteration 16Q: 3 clusters Score -605376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -605419.312500 Penalty: 2886.235596
	Iteration 17Q: 3 clusters Score -605419.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -605447.000000 Penalty: 2886.235596
	Iteration 18Q: 3 clusters Score -605447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -605464.125000 Penalty: 2886.235596
	Iteration 19Q: 3 clusters Score -605464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -605475.625000 Penalty: 2886.235596
	Iteration 20F: 3 clusters Score -605475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -605487.437500 Penalty: 2886.235596
	Iteration 21Q: 3 clusters Score -605487.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -605502.750000 Penalty: 2886.235596
	Iteration 22Q: 3 clusters Score -605502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -605513.312500 Penalty: 2886.235596
	Iteration 23Q: 3 clusters Score -605513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -605523.125000 Penalty: 2886.235596
	Iteration 24Q: 3 clusters Score -605523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -605533.625000 Penalty: 2886.235596
	Iteration 25Q: 3 clusters Score -605533.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -605542.437500 Penalty: 2886.235596
	Iteration 26Q: 3 clusters Score -605542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -605560.812500 Penalty: 2886.235596
	Iteration 27Q: 3 clusters Score -605560.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -605578.375000 Penalty: 2886.235596
	Iteration 28Q: 3 clusters Score -605578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -605599.375000 Penalty: 2886.235596
	Iteration 29Q: 3 clusters Score -605599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -605611.312500 Penalty: 2886.235596
	Iteration 30Q: 3 clusters Score -605611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -605620.062500 Penalty: 2886.235596
	Iteration 31Q: 3 clusters Score -605620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -605627.312500 Penalty: 2886.235596
	Iteration 32Q: 3 clusters Score -605627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -605634.312500 Penalty: 2886.235596
	Iteration 33Q: 3 clusters Score -605634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -605637.250000 Penalty: 2886.235596
	Iteration 34Q: 3 clusters Score -605637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -605640.312500 Penalty: 2886.235596
	Iteration 35Q: 3 clusters Score -605640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -605645.375000 Penalty: 2886.235596
	Iteration 36Q: 3 clusters Score -605645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -605650.937500 Penalty: 2886.235596
	Iteration 37Q: 3 clusters Score -605650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -605653.875000 Penalty: 2886.235596
	Iteration 38Q: 3 clusters Score -605653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -605655.812500 Penalty: 2886.235596
	Iteration 39Q: 3 clusters Score -605655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -605658.937500 Penalty: 2886.235596
	Iteration 40F: 3 clusters Score -605658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -605659.875000 Penalty: 2886.235596
	Iteration 41Q: 3 clusters Score -605659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -605661.625000 Penalty: 2886.235596
	Iteration 42Q: 3 clusters Score -605661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -605661.625000 Penalty: 2886.235596
	Iteration 43F: 3 clusters Score -605661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Entering Unmasked Estep 
Score: -1123144.250000 Penalty: 1538.776123
	Iteration 0F: 2 clusters Score -1123144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1114058.625000 Penalty: 3077.552246
	Iteration 0F: 3 clusters Score -1114059 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1117203.375000 Penalty: 3077.552246
	Iteration 1F: 3 clusters Score -1117203 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1117579.000000 Penalty: 3077.552246
	Iteration 2F: 3 clusters Score -1117579 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1117929.250000 Penalty: 3077.552246
	Iteration 3F: 3 clusters Score -1117929 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1118300.000000 Penalty: 3077.552246
	Iteration 4F: 3 clusters Score -1118300 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1118738.875000 Penalty: 3077.552246
	Iteration 5F: 3 clusters Score -1118739 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1119269.250000 Penalty: 3077.552246
	Iteration 6F: 3 clusters Score -1119269 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1119902.375000 Penalty: 3077.552246
	Iteration 7F: 3 clusters Score -1119902 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1120458.250000 Penalty: 3077.552246
	Iteration 8F: 3 clusters Score -1120458 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1120925.875000 Penalty: 3077.552246
	Iteration 9Q: 3 clusters Score -1120926 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1121324.375000 Penalty: 3077.552246
	Iteration 10Q: 3 clusters Score -1121324 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1121612.750000 Penalty: 3077.552246
	Iteration 11Q: 3 clusters Score -1121613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1121811.250000 Penalty: 3077.552246
	Iteration 12Q: 3 clusters Score -1121811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1121893.250000 Penalty: 3077.552246
	Iteration 13Q: 3 clusters Score -1121893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1121945.500000 Penalty: 3077.552246
	Iteration 14Q: 3 clusters Score -1121946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1121973.750000 Penalty: 3077.552246
	Iteration 15Q: 3 clusters Score -1121974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1122003.125000 Penalty: 3077.552246
	Iteration 16Q: 3 clusters Score -1122003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1122016.250000 Penalty: 3077.552246
	Iteration 17Q: 3 clusters Score -1122016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1122025.250000 Penalty: 3077.552246
	Iteration 18Q: 3 clusters Score -1122025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1122028.125000 Penalty: 3077.552246
	Iteration 19Q: 3 clusters Score -1122028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1122032.250000 Penalty: 3077.552246
	Iteration 20F: 3 clusters Score -1122032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1122035.750000 Penalty: 3077.552246
	Iteration 21Q: 3 clusters Score -1122036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1122035.625000 Penalty: 3077.552246
	Iteration 22Q: 3 clusters Score -1122036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1122037.125000 Penalty: 3077.552246
	Iteration 23Q: 3 clusters Score -1122037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1122040.125000 Penalty: 3077.552246
	Iteration 24Q: 3 clusters Score -1122040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1122041.000000 Penalty: 3077.552246
	Iteration 25Q: 3 clusters Score -1122041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1122042.125000 Penalty: 3077.552246
	Iteration 26Q: 3 clusters Score -1122042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1122041.750000 Penalty: 3077.552246
	Iteration 27Q: 3 clusters Score -1122042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1122045.125000 Penalty: 3077.552246
	Iteration 28Q: 3 clusters Score -1122045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1122045.125000 Penalty: 3077.552246
	Iteration 29F: 3 clusters Score -1122045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -228624.328125 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -228624.3 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 1426 members 
Entering Unmasked Estep 
Score: -226010.171875 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -226010.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -226742.546875 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -226742.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -226983.390625 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -226983.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -227183.609375 Penalty: 2585.513184
	Iteration 3F: 3 clusters Score -227183.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -227396.953125 Penalty: 2585.513184
	Iteration 4F: 3 clusters Score -227397 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -227574.000000 Penalty: 2585.513184
	Iteration 5F: 3 clusters Score -227574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -227757.078125 Penalty: 2585.513184
	Iteration 6F: 3 clusters Score -227757.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -227897.625000 Penalty: 2585.513184
	Iteration 7F: 3 clusters Score -227897.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -228005.718750 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -228005.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -228077.906250 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -228077.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -228122.953125 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -228123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -228154.343750 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -228154.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -228169.203125 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -228169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -228186.000000 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -228186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -228193.984375 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -228194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -228202.812500 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -228202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -228211.937500 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -228211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -228216.250000 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -228216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -228219.000000 Penalty: 2585.513184
	Iteration 18Q: 3 clusters Score -228219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -228221.937500 Penalty: 2585.513184
	Iteration 19Q: 3 clusters Score -228221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -228225.578125 Penalty: 2585.513184
	Iteration 20F: 3 clusters Score -228225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -228226.546875 Penalty: 2585.513184
	Iteration 21Q: 3 clusters Score -228226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -228227.875000 Penalty: 2585.513184
	Iteration 22Q: 3 clusters Score -228227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -228227.968750 Penalty: 2585.513184
	Iteration 23Q: 3 clusters Score -228228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -228229.093750 Penalty: 2585.513184
	Iteration 24Q: 3 clusters Score -228229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -228229.515625 Penalty: 2585.513184
	Iteration 25Q: 3 clusters Score -228229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -228229.515625 Penalty: 2585.513184
	Iteration 26F: 3 clusters Score -228229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Entering Unmasked Estep 
Score: -384312.812500 Penalty: 1387.929565
	Iteration 0F: 2 clusters Score -384312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -380246.031250 Penalty: 2775.859131
	Iteration 0F: 3 clusters Score -380246 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -381460.968750 Penalty: 2775.859131
	Iteration 1F: 3 clusters Score -381461 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -381756.937500 Penalty: 2775.859131
	Iteration 2F: 3 clusters Score -381756.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -381969.156250 Penalty: 2775.859131
	Iteration 3F: 3 clusters Score -381969.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -382115.687500 Penalty: 2775.859131
	Iteration 4Q: 3 clusters Score -382115.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -382247.875000 Penalty: 2775.859131
	Iteration 5Q: 3 clusters Score -382247.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -382380.625000 Penalty: 2775.859131
	Iteration 6Q: 3 clusters Score -382380.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -382478.500000 Penalty: 2775.859131
	Iteration 7Q: 3 clusters Score -382478.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -382579.500000 Penalty: 2775.859131
	Iteration 8Q: 3 clusters Score -382579.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -382666.281250 Penalty: 2775.859131
	Iteration 9Q: 3 clusters Score -382666.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -382738.843750 Penalty: 2775.859131
	Iteration 10Q: 3 clusters Score -382738.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -382797.125000 Penalty: 2775.859131
	Iteration 11Q: 3 clusters Score -382797.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -382834.875000 Penalty: 2775.859131
	Iteration 12Q: 3 clusters Score -382834.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -382854.843750 Penalty: 2775.859131
	Iteration 13Q: 3 clusters Score -382854.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -382873.875000 Penalty: 2775.859131
	Iteration 14Q: 3 clusters Score -382873.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -382883.875000 Penalty: 2775.859131
	Iteration 15Q: 3 clusters Score -382883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -382896.562500 Penalty: 2775.859131
	Iteration 16Q: 3 clusters Score -382896.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -382910.062500 Penalty: 2775.859131
	Iteration 17Q: 3 clusters Score -382910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -382918.125000 Penalty: 2775.859131
	Iteration 18Q: 3 clusters Score -382918.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382927.406250 Penalty: 2775.859131
	Iteration 19Q: 3 clusters Score -382927.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382938.500000 Penalty: 2775.859131
	Iteration 20F: 3 clusters Score -382938.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -382946.312500 Penalty: 2775.859131
	Iteration 21Q: 3 clusters Score -382946.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -382955.750000 Penalty: 2775.859131
	Iteration 22Q: 3 clusters Score -382955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382962.875000 Penalty: 2775.859131
	Iteration 23Q: 3 clusters Score -382962.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -382968.218750 Penalty: 2775.859131
	Iteration 24Q: 3 clusters Score -382968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -382972.781250 Penalty: 2775.859131
	Iteration 25Q: 3 clusters Score -382972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -382975.906250 Penalty: 2775.859131
	Iteration 26Q: 3 clusters Score -382975.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -382980.531250 Penalty: 2775.859131
	Iteration 27Q: 3 clusters Score -382980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382983.718750 Penalty: 2775.859131
	Iteration 28Q: 3 clusters Score -382983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -382987.500000 Penalty: 2775.859131
	Iteration 29Q: 3 clusters Score -382987.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -382989.500000 Penalty: 2775.859131
	Iteration 30Q: 3 clusters Score -382989.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -382992.843750 Penalty: 2775.859131
	Iteration 31Q: 3 clusters Score -382992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -382997.093750 Penalty: 2775.859131
	Iteration 32Q: 3 clusters Score -382997.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -383000.593750 Penalty: 2775.859131
	Iteration 33Q: 3 clusters Score -383000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -383002.875000 Penalty: 2775.859131
	Iteration 34Q: 3 clusters Score -383002.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -383006.000000 Penalty: 2775.859131
	Iteration 35Q: 3 clusters Score -383006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -383010.312500 Penalty: 2775.859131
	Iteration 36Q: 3 clusters Score -383010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -383012.781250 Penalty: 2775.859131
	Iteration 37Q: 3 clusters Score -383012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -383016.468750 Penalty: 2775.859131
	Iteration 38Q: 3 clusters Score -383016.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -383019.062500 Penalty: 2775.859131
	Iteration 39Q: 3 clusters Score -383019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -383021.343750 Penalty: 2775.859131
	Iteration 40F: 3 clusters Score -383021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -383023.250000 Penalty: 2775.859131
	Iteration 41Q: 3 clusters Score -383023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -383024.687500 Penalty: 2775.859131
	Iteration 42Q: 3 clusters Score -383024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -383026.531250 Penalty: 2775.859131
	Iteration 43Q: 3 clusters Score -383026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -383028.125000 Penalty: 2775.859131
	Iteration 44Q: 3 clusters Score -383028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -383029.375000 Penalty: 2775.859131
	Iteration 45Q: 3 clusters Score -383029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -383030.500000 Penalty: 2775.859131
	Iteration 46Q: 3 clusters Score -383030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -383032.750000 Penalty: 2775.859131
	Iteration 47Q: 3 clusters Score -383032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -383032.656250 Penalty: 2775.859131
	Iteration 48Q: 3 clusters Score -383032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -383034.187500 Penalty: 2775.859131
	Iteration 49Q: 3 clusters Score -383034.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -383035.656250 Penalty: 2775.859131
	Iteration 50Q: 3 clusters Score -383035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -383037.156250 Penalty: 2775.859131
	Iteration 51Q: 3 clusters Score -383037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -383039.531250 Penalty: 2775.859131
	Iteration 52Q: 3 clusters Score -383039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -383039.468750 Penalty: 2775.859131
	Iteration 53Q: 3 clusters Score -383039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -383042.156250 Penalty: 2775.859131
	Iteration 54Q: 3 clusters Score -383042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -383042.437500 Penalty: 2775.859131
	Iteration 55Q: 3 clusters Score -383042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -383043.625000 Penalty: 2775.859131
	Iteration 56Q: 3 clusters Score -383043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -383043.875000 Penalty: 2775.859131
	Iteration 57Q: 3 clusters Score -383043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -383044.468750 Penalty: 2775.859131
	Iteration 58Q: 3 clusters Score -383044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -383043.843750 Penalty: 2775.859131
	Iteration 59Q: 3 clusters Score -383043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -383043.843750 Penalty: 2775.859131
	Iteration 60F: 3 clusters Score -383043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -397574.031250 Penalty: 1375.845459
	Iteration 0F: 2 clusters Score -397574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -393723.718750 Penalty: 2751.690918
	Iteration 0F: 3 clusters Score -393723.7 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -394839.500000 Penalty: 2751.690918
	Iteration 1F: 3 clusters Score -394839.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -395093.656250 Penalty: 2751.690918
	Iteration 2F: 3 clusters Score -395093.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -395334.031250 Penalty: 2751.690918
	Iteration 3F: 3 clusters Score -395334 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -395573.000000 Penalty: 2751.690918
	Iteration 4F: 3 clusters Score -395573 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -395753.156250 Penalty: 2751.690918
	Iteration 5F: 3 clusters Score -395753.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -395915.906250 Penalty: 2751.690918
	Iteration 6F: 3 clusters Score -395915.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -396049.218750 Penalty: 2751.690918
	Iteration 7Q: 3 clusters Score -396049.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -396165.343750 Penalty: 2751.690918
	Iteration 8Q: 3 clusters Score -396165.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -396270.312500 Penalty: 2751.690918
	Iteration 9Q: 3 clusters Score -396270.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -396350.718750 Penalty: 2751.690918
	Iteration 10Q: 3 clusters Score -396350.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -396417.343750 Penalty: 2751.690918
	Iteration 11Q: 3 clusters Score -396417.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -396494.187500 Penalty: 2751.690918
	Iteration 12Q: 3 clusters Score -396494.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -396565.125000 Penalty: 2751.690918
	Iteration 13Q: 3 clusters Score -396565.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -396639.218750 Penalty: 2751.690918
	Iteration 14Q: 3 clusters Score -396639.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -396694.687500 Penalty: 2751.690918
	Iteration 15Q: 3 clusters Score -396694.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -396747.750000 Penalty: 2751.690918
	Iteration 16Q: 3 clusters Score -396747.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -396787.843750 Penalty: 2751.690918
	Iteration 17Q: 3 clusters Score -396787.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -396816.218750 Penalty: 2751.690918
	Iteration 18Q: 3 clusters Score -396816.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396838.187500 Penalty: 2751.690918
	Iteration 19Q: 3 clusters Score -396838.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -396865.093750 Penalty: 2751.690918
	Iteration 20F: 3 clusters Score -396865.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -396894.437500 Penalty: 2751.690918
	Iteration 21Q: 3 clusters Score -396894.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -396909.812500 Penalty: 2751.690918
	Iteration 22Q: 3 clusters Score -396909.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -396925.125000 Penalty: 2751.690918
	Iteration 23Q: 3 clusters Score -396925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -396933.875000 Penalty: 2751.690918
	Iteration 24Q: 3 clusters Score -396933.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -396945.718750 Penalty: 2751.690918
	Iteration 25Q: 3 clusters Score -396945.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -396958.281250 Penalty: 2751.690918
	Iteration 26Q: 3 clusters Score -396958.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -396965.500000 Penalty: 2751.690918
	Iteration 27Q: 3 clusters Score -396965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -396970.281250 Penalty: 2751.690918
	Iteration 28Q: 3 clusters Score -396970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -396972.125000 Penalty: 2751.690918
	Iteration 29Q: 3 clusters Score -396972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -396974.437500 Penalty: 2751.690918
	Iteration 30Q: 3 clusters Score -396974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396975.812500 Penalty: 2751.690918
	Iteration 31Q: 3 clusters Score -396975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396976.687500 Penalty: 2751.690918
	Iteration 32Q: 3 clusters Score -396976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396976.406250 Penalty: 2751.690918
	Iteration 33Q: 3 clusters Score -396976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396976.656250 Penalty: 2751.690918
	Iteration 34Q: 3 clusters Score -396976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -396977.750000 Penalty: 2751.690918
	Iteration 35Q: 3 clusters Score -396977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -396977.750000 Penalty: 2751.690918
	Iteration 36F: 3 clusters Score -396977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6621 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 2929 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7059 members 
Mstep: Class 13 contains 205781 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 1997 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 158725 members 
Mstep: Class 20 contains 21642 members 
Mstep: Class 21 contains 15624 members 
Mstep: Class 22 contains 11931 members 
Mstep: Class 23 contains 14412 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4055 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5526 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 7192 members 
Mstep: Class 30 contains 12957 members 
Mstep: Class 31 contains 2851 members 
Mstep: Class 32 contains 5121 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427148.000000 Penalty: 71835.218750
Iteration 119Q: 34 clusters Score -5.442715e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6625 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19020 members 
Mstep: Class 12 contains 7065 members 
Mstep: Class 13 contains 205786 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11738 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 158728 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15621 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 14410 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5522 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 7191 members 
Mstep: Class 30 contains 12964 members 
Mstep: Class 31 contains 2841 members 
Mstep: Class 32 contains 5124 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427188.000000 Penalty: 71835.218750
Iteration 120F: 34 clusters Score -5.442719e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 19015 members 
Mstep: Class 12 contains 7067 members 
Mstep: Class 13 contains 205784 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 158727 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 15617 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 14406 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5517 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 7191 members 
Mstep: Class 30 contains 12972 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 5127 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427160.000000 Penalty: 71835.218750
Iteration 121Q: 34 clusters Score -5.442716e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 2923 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 1758 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 7074 members 
Mstep: Class 13 contains 205784 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 15617 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 14405 members 
Mstep: Class 24 contains 17919 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5514 members 
Mstep: Class 28 contains 2494 members 
Mstep: Class 29 contains 7191 members 
Mstep: Class 30 contains 12977 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 5128 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427224.000000 Penalty: 71835.218750
Iteration 122Q: 34 clusters Score -5.442722e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 6636 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63403 members 
Mstep: Class 11 contains 19009 members 
Mstep: Class 12 contains 7084 members 
Mstep: Class 13 contains 205784 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 158735 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15616 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 17921 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5512 members 
Mstep: Class 28 contains 2492 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12979 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 5127 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427292.000000 Penalty: 71835.218750
Iteration 123Q: 34 clusters Score -5.442729e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19011 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205785 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 158735 members 
Mstep: Class 20 contains 21640 members 
Mstep: Class 21 contains 15613 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4064 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5509 members 
Mstep: Class 28 contains 2491 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12982 members 
Mstep: Class 31 contains 2794 members 
Mstep: Class 32 contains 5128 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427388.000000 Penalty: 71835.218750
Iteration 124Q: 34 clusters Score -5.442739e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 6641 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 7415 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 205783 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 158732 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 15612 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 14402 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4068 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5508 members 
Mstep: Class 28 contains 2486 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12982 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 5131 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427444.000000 Penalty: 71835.218750
Iteration 125Q: 34 clusters Score -5.442744e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 205785 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 158735 members 
Mstep: Class 20 contains 21641 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 5506 members 
Mstep: Class 28 contains 2486 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12982 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 5133 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427464.000000 Penalty: 71835.218750
Iteration 126Q: 34 clusters Score -5.442746e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 7094 members 
Mstep: Class 13 contains 205784 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 158738 members 
Mstep: Class 20 contains 21642 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 2479 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12984 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 5133 members 
Mstep: Class 33 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427504.000000 Penalty: 71835.218750
Iteration 127Q: 34 clusters Score -5.44275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205782 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 158737 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 15605 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 4074 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12989 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427528.000000 Penalty: 71835.218750
Iteration 128Q: 34 clusters Score -5.442753e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205782 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 158736 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 15603 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14387 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12992 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427524.000000 Penalty: 71835.218750
Iteration 129Q: 34 clusters Score -5.442752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63403 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205782 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 15601 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14383 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 4069 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12994 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427516.000000 Penalty: 71835.218750
Iteration 130Q: 34 clusters Score -5.442752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63405 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 7089 members 
Mstep: Class 13 contains 205781 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14378 members 
Mstep: Class 24 contains 17920 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 12997 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427484.000000 Penalty: 71835.218750
Iteration 131Q: 34 clusters Score -5.442748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63405 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205781 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 158732 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15595 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14374 members 
Mstep: Class 24 contains 17917 members 
Mstep: Class 25 contains 4070 members 
Mstep: Class 26 contains 5722 members 
Mstep: Class 27 contains 5502 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 13002 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 5133 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427512.000000 Penalty: 71835.218750
Iteration 132Q: 34 clusters Score -5.442751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6642 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 63405 members 
Mstep: Class 11 contains 19033 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 205782 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 158734 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14369 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4077 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 13005 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5134 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427544.000000 Penalty: 71835.218750
Iteration 133Q: 34 clusters Score -5.442754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12654 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 63406 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 205781 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 4077 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2478 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 13009 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427568.000000 Penalty: 71835.218750
Iteration 134Q: 34 clusters Score -5.442757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 63408 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 205780 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 158734 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 15584 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 17912 members 
Mstep: Class 25 contains 4076 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 13008 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427536.000000 Penalty: 71835.218750
Iteration 135Q: 34 clusters Score -5.442754e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 63411 members 
Mstep: Class 11 contains 19034 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205771 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158733 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 15581 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 14366 members 
Mstep: Class 24 contains 17916 members 
Mstep: Class 25 contains 4078 members 
Mstep: Class 26 contains 5720 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7189 members 
Mstep: Class 30 contains 13008 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5138 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427604.000000 Penalty: 71835.218750
Iteration 136Q: 34 clusters Score -5.44276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6654 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 63410 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205765 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158731 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15580 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 14365 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7188 members 
Mstep: Class 30 contains 13009 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427588.000000 Penalty: 71835.218750
Iteration 137Q: 34 clusters Score -5.442759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 63406 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158730 members 
Mstep: Class 20 contains 21649 members 
Mstep: Class 21 contains 15580 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14363 members 
Mstep: Class 24 contains 17927 members 
Mstep: Class 25 contains 4083 members 
Mstep: Class 26 contains 5724 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13010 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427556.000000 Penalty: 71835.218750
Iteration 138Q: 34 clusters Score -5.442756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 63404 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158726 members 
Mstep: Class 20 contains 21650 members 
Mstep: Class 21 contains 15581 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14359 members 
Mstep: Class 24 contains 17927 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427596.000000 Penalty: 71835.218750
Iteration 139Q: 34 clusters Score -5.44276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12651 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158727 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15580 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14354 members 
Mstep: Class 24 contains 17925 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13019 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427616.000000 Penalty: 71835.218750
Iteration 140F: 34 clusters Score -5.442762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158725 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15579 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14350 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4089 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 5501 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13023 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427596.000000 Penalty: 71835.218750
Iteration 141Q: 34 clusters Score -5.44276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158724 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15581 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4088 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 5500 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13028 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427600.000000 Penalty: 71835.218750
Iteration 142Q: 34 clusters Score -5.44276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158723 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 5499 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13029 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427588.000000 Penalty: 71835.218750
Iteration 143Q: 34 clusters Score -5.442759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158723 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17924 members 
Mstep: Class 25 contains 4085 members 
Mstep: Class 26 contains 5730 members 
Mstep: Class 27 contains 5497 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13031 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427564.000000 Penalty: 71835.218750
Iteration 144Q: 34 clusters Score -5.442756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158723 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17922 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427564.000000 Penalty: 71835.218750
Iteration 145Q: 34 clusters Score -5.442756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7404 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158724 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 4084 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2476 members 
Mstep: Class 29 contains 7187 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5137 members 
Mstep: Class 33 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427560.000000 Penalty: 71835.218750
Iteration 146Q: 34 clusters Score -5.442756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158725 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4081 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2477 members 
Mstep: Class 29 contains 7186 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 4751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427612.000000 Penalty: 71835.218750
Iteration 147Q: 34 clusters Score -5.442761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 7401 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158722 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11917 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17917 members 
Mstep: Class 25 contains 4075 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 7185 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5142 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427556.000000 Penalty: 71835.218750
Iteration 148Q: 34 clusters Score -5.442756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158722 members 
Mstep: Class 20 contains 21648 members 
Mstep: Class 21 contains 15583 members 
Mstep: Class 22 contains 11916 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17918 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2482 members 
Mstep: Class 29 contains 7183 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427628.000000 Penalty: 71835.218750
Iteration 149Q: 34 clusters Score -5.442763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158721 members 
Mstep: Class 20 contains 21649 members 
Mstep: Class 21 contains 15583 members 
Mstep: Class 22 contains 11914 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17919 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 7180 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5149 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427608.000000 Penalty: 71835.218750
Iteration 150Q: 34 clusters Score -5.442761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6663 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158721 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15582 members 
Mstep: Class 22 contains 11913 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 7177 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 5156 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427544.000000 Penalty: 71835.218750
Iteration 151Q: 34 clusters Score -5.442754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7090 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158723 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15579 members 
Mstep: Class 22 contains 11912 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17913 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 7175 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 5164 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427564.000000 Penalty: 71835.218750
Iteration 152Q: 34 clusters Score -5.442756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6664 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19032 members 
Mstep: Class 12 contains 7091 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11910 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4069 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2484 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427568.000000 Penalty: 71835.218750
Iteration 153Q: 34 clusters Score -5.442757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11731 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4066 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2485 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427528.000000 Penalty: 71835.218750
Iteration 154Q: 34 clusters Score -5.442753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12648 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 63401 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 4065 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7172 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427500.000000 Penalty: 71835.218750
Iteration 155Q: 34 clusters Score -5.44275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5175 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7389 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 205763 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158721 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15577 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17908 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7171 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427496.000000 Penalty: 71835.218750
Iteration 156Q: 34 clusters Score -5.44275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7390 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7095 members 
Mstep: Class 13 contains 205762 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11904 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17906 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2770 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427508.000000 Penalty: 71835.218750
Iteration 157Q: 34 clusters Score -5.442751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12646 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158719 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11904 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17906 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427516.000000 Penalty: 71835.218750
Iteration 158Q: 34 clusters Score -5.442752e+07 nChanged 19
Entering ConstructFrom: 
Score: -54427516.000000 Penalty: 71835.218750
Entering ConstructFrom: 
Trying to split cluster 1 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -874891.437500 Penalty: 1503.303467
	Iteration 0F: 2 clusters Score -874891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -867408.500000 Penalty: 3006.606934
	Iteration 0F: 3 clusters Score -867408.5 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -869965.937500 Penalty: 3006.606934
	Iteration 1F: 3 clusters Score -869965.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -870370.937500 Penalty: 3006.606934
	Iteration 2F: 3 clusters Score -870370.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -870740.250000 Penalty: 3006.606934
	Iteration 3F: 3 clusters Score -870740.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -871106.250000 Penalty: 3006.606934
	Iteration 4F: 3 clusters Score -871106.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -871463.375000 Penalty: 3006.606934
	Iteration 5F: 3 clusters Score -871463.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -871829.875000 Penalty: 3006.606934
	Iteration 6F: 3 clusters Score -871829.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -872186.562500 Penalty: 3006.606934
	Iteration 7Q: 3 clusters Score -872186.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -872519.812500 Penalty: 3006.606934
	Iteration 8Q: 3 clusters Score -872519.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -872767.250000 Penalty: 3006.606934
	Iteration 9Q: 3 clusters Score -872767.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -872946.750000 Penalty: 3006.606934
	Iteration 10Q: 3 clusters Score -872946.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -873071.562500 Penalty: 3006.606934
	Iteration 11Q: 3 clusters Score -873071.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -873171.062500 Penalty: 3006.606934
	Iteration 12Q: 3 clusters Score -873171.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -873240.062500 Penalty: 3006.606934
	Iteration 13Q: 3 clusters Score -873240.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -873295.812500 Penalty: 3006.606934
	Iteration 14Q: 3 clusters Score -873295.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -873348.312500 Penalty: 3006.606934
	Iteration 15Q: 3 clusters Score -873348.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -873391.250000 Penalty: 3006.606934
	Iteration 16Q: 3 clusters Score -873391.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -873419.625000 Penalty: 3006.606934
	Iteration 17Q: 3 clusters Score -873419.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -873444.250000 Penalty: 3006.606934
	Iteration 18Q: 3 clusters Score -873444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -873464.937500 Penalty: 3006.606934
	Iteration 19Q: 3 clusters Score -873464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -873482.812500 Penalty: 3006.606934
	Iteration 20F: 3 clusters Score -873482.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -873504.250000 Penalty: 3006.606934
	Iteration 21Q: 3 clusters Score -873504.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -873519.937500 Penalty: 3006.606934
	Iteration 22Q: 3 clusters Score -873519.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -873533.625000 Penalty: 3006.606934
	Iteration 23Q: 3 clusters Score -873533.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -873539.125000 Penalty: 3006.606934
	Iteration 24Q: 3 clusters Score -873539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -873547.437500 Penalty: 3006.606934
	Iteration 25Q: 3 clusters Score -873547.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -873555.750000 Penalty: 3006.606934
	Iteration 26Q: 3 clusters Score -873555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -873564.937500 Penalty: 3006.606934
	Iteration 27Q: 3 clusters Score -873564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -873574.812500 Penalty: 3006.606934
	Iteration 28Q: 3 clusters Score -873574.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -873582.062500 Penalty: 3006.606934
	Iteration 29Q: 3 clusters Score -873582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -873587.625000 Penalty: 3006.606934
	Iteration 30Q: 3 clusters Score -873587.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -873593.875000 Penalty: 3006.606934
	Iteration 31Q: 3 clusters Score -873593.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -873599.687500 Penalty: 3006.606934
	Iteration 32Q: 3 clusters Score -873599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -873601.375000 Penalty: 3006.606934
	Iteration 33Q: 3 clusters Score -873601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -873606.875000 Penalty: 3006.606934
	Iteration 34Q: 3 clusters Score -873606.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -873609.937500 Penalty: 3006.606934
	Iteration 35Q: 3 clusters Score -873609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -873611.937500 Penalty: 3006.606934
	Iteration 36Q: 3 clusters Score -873611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -873615.437500 Penalty: 3006.606934
	Iteration 37Q: 3 clusters Score -873615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -873619.625000 Penalty: 3006.606934
	Iteration 38Q: 3 clusters Score -873619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -873624.875000 Penalty: 3006.606934
	Iteration 39Q: 3 clusters Score -873624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -873626.500000 Penalty: 3006.606934
	Iteration 40F: 3 clusters Score -873626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -873632.000000 Penalty: 3006.606934
	Iteration 41Q: 3 clusters Score -873632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -873634.437500 Penalty: 3006.606934
	Iteration 42Q: 3 clusters Score -873634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -873635.375000 Penalty: 3006.606934
	Iteration 43Q: 3 clusters Score -873635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -873636.625000 Penalty: 3006.606934
	Iteration 44Q: 3 clusters Score -873636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -873638.375000 Penalty: 3006.606934
	Iteration 45Q: 3 clusters Score -873638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -873639.000000 Penalty: 3006.606934
	Iteration 46Q: 3 clusters Score -873639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -873639.812500 Penalty: 3006.606934
	Iteration 47Q: 3 clusters Score -873639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -873639.500000 Penalty: 3006.606934
	Iteration 48Q: 3 clusters Score -873639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -873639.937500 Penalty: 3006.606934
	Iteration 49Q: 3 clusters Score -873639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -873640.312500 Penalty: 3006.606934
	Iteration 50Q: 3 clusters Score -873640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -873641.000000 Penalty: 3006.606934
	Iteration 51Q: 3 clusters Score -873641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -873641.000000 Penalty: 3006.606934
	Iteration 52F: 3 clusters Score -873641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -538073.750000 Penalty: 1430.800293
	Iteration 0F: 2 clusters Score -538073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -533061.375000 Penalty: 2861.600586
	Iteration 0F: 3 clusters Score -533061.4 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -534515.562500 Penalty: 2861.600586
	Iteration 1F: 3 clusters Score -534515.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -534726.750000 Penalty: 2861.600586
	Iteration 2F: 3 clusters Score -534726.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -534911.000000 Penalty: 2861.600586
	Iteration 3F: 3 clusters Score -534911 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -535087.687500 Penalty: 2861.600586
	Iteration 4F: 3 clusters Score -535087.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -535278.250000 Penalty: 2861.600586
	Iteration 5Q: 3 clusters Score -535278.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -535479.187500 Penalty: 2861.600586
	Iteration 6Q: 3 clusters Score -535479.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -535695.937500 Penalty: 2861.600586
	Iteration 7Q: 3 clusters Score -535695.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -535916.250000 Penalty: 2861.600586
	Iteration 8Q: 3 clusters Score -535916.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -536114.937500 Penalty: 2861.600586
	Iteration 9Q: 3 clusters Score -536114.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -536262.500000 Penalty: 2861.600586
	Iteration 10Q: 3 clusters Score -536262.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -536397.125000 Penalty: 2861.600586
	Iteration 11Q: 3 clusters Score -536397.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -536519.375000 Penalty: 2861.600586
	Iteration 12Q: 3 clusters Score -536519.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -536632.812500 Penalty: 2861.600586
	Iteration 13Q: 3 clusters Score -536632.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -536711.812500 Penalty: 2861.600586
	Iteration 14Q: 3 clusters Score -536711.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -536773.812500 Penalty: 2861.600586
	Iteration 15Q: 3 clusters Score -536773.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -536819.187500 Penalty: 2861.600586
	Iteration 16Q: 3 clusters Score -536819.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -536859.437500 Penalty: 2861.600586
	Iteration 17Q: 3 clusters Score -536859.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -536919.750000 Penalty: 2861.600586
	Iteration 18Q: 3 clusters Score -536919.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -536980.750000 Penalty: 2861.600586
	Iteration 19Q: 3 clusters Score -536980.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -537039.187500 Penalty: 2861.600586
	Iteration 20F: 3 clusters Score -537039.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -537076.250000 Penalty: 2861.600586
	Iteration 21Q: 3 clusters Score -537076.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -537101.062500 Penalty: 2861.600586
	Iteration 22Q: 3 clusters Score -537101.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -537116.562500 Penalty: 2861.600586
	Iteration 23Q: 3 clusters Score -537116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -537147.375000 Penalty: 2861.600586
	Iteration 24Q: 3 clusters Score -537147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -537195.000000 Penalty: 2861.600586
	Iteration 25Q: 3 clusters Score -537195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -537219.000000 Penalty: 2861.600586
	Iteration 26Q: 3 clusters Score -537219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -537232.437500 Penalty: 2861.600586
	Iteration 27Q: 3 clusters Score -537232.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -537242.250000 Penalty: 2861.600586
	Iteration 28Q: 3 clusters Score -537242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -537257.312500 Penalty: 2861.600586
	Iteration 29Q: 3 clusters Score -537257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -537265.812500 Penalty: 2861.600586
	Iteration 30Q: 3 clusters Score -537265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -537281.000000 Penalty: 2861.600586
	Iteration 31Q: 3 clusters Score -537281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -537303.562500 Penalty: 2861.600586
	Iteration 32Q: 3 clusters Score -537303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -537326.875000 Penalty: 2861.600586
	Iteration 33Q: 3 clusters Score -537326.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -537343.875000 Penalty: 2861.600586
	Iteration 34Q: 3 clusters Score -537343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -537354.812500 Penalty: 2861.600586
	Iteration 35Q: 3 clusters Score -537354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -537371.812500 Penalty: 2861.600586
	Iteration 36Q: 3 clusters Score -537371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -537385.437500 Penalty: 2861.600586
	Iteration 37Q: 3 clusters Score -537385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -537395.000000 Penalty: 2861.600586
	Iteration 38Q: 3 clusters Score -537395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -537400.312500 Penalty: 2861.600586
	Iteration 39Q: 3 clusters Score -537400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -537405.062500 Penalty: 2861.600586
	Iteration 40F: 3 clusters Score -537405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -537407.250000 Penalty: 2861.600586
	Iteration 41Q: 3 clusters Score -537407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -537411.375000 Penalty: 2861.600586
	Iteration 42Q: 3 clusters Score -537411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -537415.062500 Penalty: 2861.600586
	Iteration 43Q: 3 clusters Score -537415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -537415.812500 Penalty: 2861.600586
	Iteration 44Q: 3 clusters Score -537415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -537416.625000 Penalty: 2861.600586
	Iteration 45Q: 3 clusters Score -537416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -537416.750000 Penalty: 2861.600586
	Iteration 46Q: 3 clusters Score -537416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -537416.750000 Penalty: 2861.600586
	Iteration 47F: 3 clusters Score -537416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -427647.593750 Penalty: 1389.696899
	Iteration 0F: 2 clusters Score -427647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -423542.750000 Penalty: 2779.393799
	Iteration 0F: 3 clusters Score -423542.8 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -424626.562500 Penalty: 2779.393799
	Iteration 1F: 3 clusters Score -424626.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -424819.062500 Penalty: 2779.393799
	Iteration 2F: 3 clusters Score -424819.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -425001.531250 Penalty: 2779.393799
	Iteration 3F: 3 clusters Score -425001.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -425185.093750 Penalty: 2779.393799
	Iteration 4F: 3 clusters Score -425185.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -425384.500000 Penalty: 2779.393799
	Iteration 5F: 3 clusters Score -425384.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -425570.250000 Penalty: 2779.393799
	Iteration 6F: 3 clusters Score -425570.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -425754.312500 Penalty: 2779.393799
	Iteration 7Q: 3 clusters Score -425754.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -425913.500000 Penalty: 2779.393799
	Iteration 8Q: 3 clusters Score -425913.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -426060.437500 Penalty: 2779.393799
	Iteration 9Q: 3 clusters Score -426060.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -426206.625000 Penalty: 2779.393799
	Iteration 10Q: 3 clusters Score -426206.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -426315.468750 Penalty: 2779.393799
	Iteration 11Q: 3 clusters Score -426315.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -426389.187500 Penalty: 2779.393799
	Iteration 12Q: 3 clusters Score -426389.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -426447.562500 Penalty: 2779.393799
	Iteration 13Q: 3 clusters Score -426447.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -426489.468750 Penalty: 2779.393799
	Iteration 14Q: 3 clusters Score -426489.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -426521.093750 Penalty: 2779.393799
	Iteration 15Q: 3 clusters Score -426521.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -426538.906250 Penalty: 2779.393799
	Iteration 16Q: 3 clusters Score -426538.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -426549.437500 Penalty: 2779.393799
	Iteration 17Q: 3 clusters Score -426549.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -426559.187500 Penalty: 2779.393799
	Iteration 18Q: 3 clusters Score -426559.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -426565.343750 Penalty: 2779.393799
	Iteration 19Q: 3 clusters Score -426565.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -426572.718750 Penalty: 2779.393799
	Iteration 20F: 3 clusters Score -426572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -426579.718750 Penalty: 2779.393799
	Iteration 21Q: 3 clusters Score -426579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -426588.437500 Penalty: 2779.393799
	Iteration 22Q: 3 clusters Score -426588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -426597.468750 Penalty: 2779.393799
	Iteration 23Q: 3 clusters Score -426597.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -426607.843750 Penalty: 2779.393799
	Iteration 24Q: 3 clusters Score -426607.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -426615.343750 Penalty: 2779.393799
	Iteration 25Q: 3 clusters Score -426615.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -426624.375000 Penalty: 2779.393799
	Iteration 26Q: 3 clusters Score -426624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -426629.281250 Penalty: 2779.393799
	Iteration 27Q: 3 clusters Score -426629.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -426633.593750 Penalty: 2779.393799
	Iteration 28Q: 3 clusters Score -426633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -426636.687500 Penalty: 2779.393799
	Iteration 29Q: 3 clusters Score -426636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -426639.687500 Penalty: 2779.393799
	Iteration 30Q: 3 clusters Score -426639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -426641.500000 Penalty: 2779.393799
	Iteration 31Q: 3 clusters Score -426641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -426643.312500 Penalty: 2779.393799
	Iteration 32Q: 3 clusters Score -426643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -426643.843750 Penalty: 2779.393799
	Iteration 33Q: 3 clusters Score -426643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -426646.968750 Penalty: 2779.393799
	Iteration 34Q: 3 clusters Score -426647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -426650.843750 Penalty: 2779.393799
	Iteration 35Q: 3 clusters Score -426650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -426656.906250 Penalty: 2779.393799
	Iteration 36Q: 3 clusters Score -426656.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -426661.000000 Penalty: 2779.393799
	Iteration 37Q: 3 clusters Score -426661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -426663.656250 Penalty: 2779.393799
	Iteration 38Q: 3 clusters Score -426663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -426667.281250 Penalty: 2779.393799
	Iteration 39Q: 3 clusters Score -426667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -426667.187500 Penalty: 2779.393799
	Iteration 40F: 3 clusters Score -426667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -426670.718750 Penalty: 2779.393799
	Iteration 41Q: 3 clusters Score -426670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -426671.968750 Penalty: 2779.393799
	Iteration 42Q: 3 clusters Score -426672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -426673.687500 Penalty: 2779.393799
	Iteration 43Q: 3 clusters Score -426673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -426673.968750 Penalty: 2779.393799
	Iteration 44Q: 3 clusters Score -426674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -426673.968750 Penalty: 2779.393799
	Iteration 45F: 3 clusters Score -426674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -241702.796875 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -241702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -239016.781250 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -239016.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239671.859375 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -239671.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -239850.078125 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -239850.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -239977.203125 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -239977.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -240068.375000 Penalty: 2594.396240
	Iteration 4Q: 3 clusters Score -240068.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -240153.265625 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -240153.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -240259.593750 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -240259.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -240388.593750 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -240388.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -240553.265625 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -240553.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -240739.484375 Penalty: 2594.396240
	Iteration 9F: 3 clusters Score -240739.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -240876.328125 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -240876.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -240989.937500 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -240989.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241068.093750 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -241068.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241116.359375 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -241116.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241156.484375 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -241156.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -241202.343750 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -241202.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -241241.062500 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -241241.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241266.609375 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -241266.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241301.031250 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -241301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241311.390625 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -241311.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241317.671875 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -241317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -241319.265625 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -241319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -241320.062500 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -241320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -241321.156250 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -241321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241322.296875 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -241322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241322.906250 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -241322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241323.203125 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -241323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -241323.203125 Penalty: 2594.396240
	Iteration 27F: 3 clusters Score -241323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -50992.777344 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -50992.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49826.718750 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -49826.72 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49975.816406 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -49975.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50026.628906 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -50026.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50048.582031 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -50048.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50056.851562 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -50056.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50063.601562 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -50063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50072.148438 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -50072.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50080.386719 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -50080.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50092.808594 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -50092.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50108.367188 Penalty: 2094.858887
	Iteration 9Q: 3 clusters Score -50108.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50115.878906 Penalty: 2094.858887
	Iteration 10Q: 3 clusters Score -50115.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50121.335938 Penalty: 2094.858887
	Iteration 11Q: 3 clusters Score -50121.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50127.589844 Penalty: 2094.858887
	Iteration 12Q: 3 clusters Score -50127.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50132.289062 Penalty: 2094.858887
	Iteration 13Q: 3 clusters Score -50132.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50132.289062 Penalty: 2094.858887
	Iteration 14F: 3 clusters Score -50132.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1075027.125000 Penalty: 1534.840942
	Iteration 0F: 2 clusters Score -1075027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1066224.375000 Penalty: 3069.681885
	Iteration 0F: 3 clusters Score -1066224 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1069176.875000 Penalty: 3069.681885
	Iteration 1F: 3 clusters Score -1069177 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1069460.750000 Penalty: 3069.681885
	Iteration 2F: 3 clusters Score -1069461 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1069684.250000 Penalty: 3069.681885
	Iteration 3Q: 3 clusters Score -1069684 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1069907.250000 Penalty: 3069.681885
	Iteration 4Q: 3 clusters Score -1069907 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1070136.875000 Penalty: 3069.681885
	Iteration 5Q: 3 clusters Score -1070137 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1070346.500000 Penalty: 3069.681885
	Iteration 6Q: 3 clusters Score -1070346 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1070569.500000 Penalty: 3069.681885
	Iteration 7Q: 3 clusters Score -1070570 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1070810.875000 Penalty: 3069.681885
	Iteration 8Q: 3 clusters Score -1070811 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1071043.750000 Penalty: 3069.681885
	Iteration 9Q: 3 clusters Score -1071044 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1071277.875000 Penalty: 3069.681885
	Iteration 10Q: 3 clusters Score -1071278 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1071501.125000 Penalty: 3069.681885
	Iteration 11Q: 3 clusters Score -1071501 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1071679.625000 Penalty: 3069.681885
	Iteration 12Q: 3 clusters Score -1071680 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1071843.250000 Penalty: 3069.681885
	Iteration 13Q: 3 clusters Score -1071843 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1071971.875000 Penalty: 3069.681885
	Iteration 14Q: 3 clusters Score -1071972 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1072057.250000 Penalty: 3069.681885
	Iteration 15Q: 3 clusters Score -1072057 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1072133.625000 Penalty: 3069.681885
	Iteration 16Q: 3 clusters Score -1072134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1072182.125000 Penalty: 3069.681885
	Iteration 17Q: 3 clusters Score -1072182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1072223.375000 Penalty: 3069.681885
	Iteration 18Q: 3 clusters Score -1072223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1072261.000000 Penalty: 3069.681885
	Iteration 19Q: 3 clusters Score -1072261 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1072302.500000 Penalty: 3069.681885
	Iteration 20F: 3 clusters Score -1072302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1072349.000000 Penalty: 3069.681885
	Iteration 21Q: 3 clusters Score -1072349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1072390.500000 Penalty: 3069.681885
	Iteration 22Q: 3 clusters Score -1072390 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1072433.125000 Penalty: 3069.681885
	Iteration 23Q: 3 clusters Score -1072433 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1072477.625000 Penalty: 3069.681885
	Iteration 24Q: 3 clusters Score -1072478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1072530.125000 Penalty: 3069.681885
	Iteration 25Q: 3 clusters Score -1072530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1072582.000000 Penalty: 3069.681885
	Iteration 26Q: 3 clusters Score -1072582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1072629.875000 Penalty: 3069.681885
	Iteration 27Q: 3 clusters Score -1072630 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1072691.375000 Penalty: 3069.681885
	Iteration 28Q: 3 clusters Score -1072691 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1072768.375000 Penalty: 3069.681885
	Iteration 29Q: 3 clusters Score -1072768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1072871.875000 Penalty: 3069.681885
	Iteration 30Q: 3 clusters Score -1072872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1073001.875000 Penalty: 3069.681885
	Iteration 31Q: 3 clusters Score -1073002 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1073123.125000 Penalty: 3069.681885
	Iteration 32Q: 3 clusters Score -1073123 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1073248.875000 Penalty: 3069.681885
	Iteration 33Q: 3 clusters Score -1073249 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1073363.125000 Penalty: 3069.681885
	Iteration 34Q: 3 clusters Score -1073363 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1073468.500000 Penalty: 3069.681885
	Iteration 35Q: 3 clusters Score -1073468 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1073584.000000 Penalty: 3069.681885
	Iteration 36Q: 3 clusters Score -1073584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1073673.875000 Penalty: 3069.681885
	Iteration 37Q: 3 clusters Score -1073674 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1073738.500000 Penalty: 3069.681885
	Iteration 38Q: 3 clusters Score -1073738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1073780.250000 Penalty: 3069.681885
	Iteration 39Q: 3 clusters Score -1073780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1073809.625000 Penalty: 3069.681885
	Iteration 40F: 3 clusters Score -1073810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1073840.250000 Penalty: 3069.681885
	Iteration 41Q: 3 clusters Score -1073840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1073869.500000 Penalty: 3069.681885
	Iteration 42Q: 3 clusters Score -1073870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1073896.125000 Penalty: 3069.681885
	Iteration 43Q: 3 clusters Score -1073896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1073918.250000 Penalty: 3069.681885
	Iteration 44Q: 3 clusters Score -1073918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1073943.500000 Penalty: 3069.681885
	Iteration 45Q: 3 clusters Score -1073944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1073957.750000 Penalty: 3069.681885
	Iteration 46Q: 3 clusters Score -1073958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1073971.875000 Penalty: 3069.681885
	Iteration 47Q: 3 clusters Score -1073972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1073983.500000 Penalty: 3069.681885
	Iteration 48Q: 3 clusters Score -1073984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1073990.750000 Penalty: 3069.681885
	Iteration 49Q: 3 clusters Score -1073991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1073998.000000 Penalty: 3069.681885
	Iteration 50Q: 3 clusters Score -1073998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1074002.500000 Penalty: 3069.681885
	Iteration 51Q: 3 clusters Score -1074002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1074007.750000 Penalty: 3069.681885
	Iteration 52Q: 3 clusters Score -1074008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1074014.625000 Penalty: 3069.681885
	Iteration 53Q: 3 clusters Score -1074015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1074012.625000 Penalty: 3069.681885
	Iteration 54Q: 3 clusters Score -1074013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1074013.375000 Penalty: 3069.681885
	Iteration 55Q: 3 clusters Score -1074013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1074016.250000 Penalty: 3069.681885
	Iteration 56Q: 3 clusters Score -1074016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1074014.875000 Penalty: 3069.681885
	Iteration 57Q: 3 clusters Score -1074015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1074018.875000 Penalty: 3069.681885
	Iteration 58Q: 3 clusters Score -1074019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1074019.125000 Penalty: 3069.681885
	Iteration 59Q: 3 clusters Score -1074019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1074022.125000 Penalty: 3069.681885
	Iteration 60F: 3 clusters Score -1074022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1074023.750000 Penalty: 3069.681885
	Iteration 61Q: 3 clusters Score -1074024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1074024.500000 Penalty: 3069.681885
	Iteration 62Q: 3 clusters Score -1074024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1074025.125000 Penalty: 3069.681885
	Iteration 63Q: 3 clusters Score -1074025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1074027.500000 Penalty: 3069.681885
	Iteration 64Q: 3 clusters Score -1074028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1074030.500000 Penalty: 3069.681885
	Iteration 65Q: 3 clusters Score -1074030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1074029.125000 Penalty: 3069.681885
	Iteration 66Q: 3 clusters Score -1074029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1074029.125000 Penalty: 3069.681885
	Iteration 67Q: 3 clusters Score -1074029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1074029.750000 Penalty: 3069.681885
	Iteration 68Q: 3 clusters Score -1074030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1074028.000000 Penalty: 3069.681885
	Iteration 69Q: 3 clusters Score -1074028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1074028.500000 Penalty: 3069.681885
	Iteration 70Q: 3 clusters Score -1074028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1074028.500000 Penalty: 3069.681885
	Iteration 71F: 3 clusters Score -1074028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -124782.062500 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -124782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122873.476562 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -122873.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -123497.632812 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -123497.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -123794.132812 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -123794.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -124041.921875 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -124041.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -124189.796875 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -124189.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -124278.093750 Penalty: 2439.463623
	Iteration 5Q: 3 clusters Score -124278.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -124368.406250 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -124368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -124419.382812 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -124419.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -124456.406250 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -124456.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -124473.671875 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -124473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -124480.539062 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -124480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -124490.898438 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -124490.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -124498.421875 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -124498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -124501.789062 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -124501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -124503.242188 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -124503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -124504.445312 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -124504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -124504.992188 Penalty: 2439.463623
	Iteration 16Q: 3 clusters Score -124505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -124505.523438 Penalty: 2439.463623
	Iteration 17Q: 3 clusters Score -124505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -124506.914062 Penalty: 2439.463623
	Iteration 18Q: 3 clusters Score -124506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -124508.445312 Penalty: 2439.463623
	Iteration 19Q: 3 clusters Score -124508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -124509.867188 Penalty: 2439.463623
	Iteration 20F: 3 clusters Score -124509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -124510.359375 Penalty: 2439.463623
	Iteration 21Q: 3 clusters Score -124510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -124510.359375 Penalty: 2439.463623
	Iteration 22F: 3 clusters Score -124510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -242140.171875 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -242140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -239406.875000 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -239406.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -240191.296875 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -240191.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -240447.265625 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -240447.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -240651.406250 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -240651.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -240809.593750 Penalty: 2604.766602
	Iteration 4F: 3 clusters Score -240809.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -240904.953125 Penalty: 2604.766602
	Iteration 5Q: 3 clusters Score -240905 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -241009.828125 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -241009.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -241089.093750 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -241089.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -241138.953125 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -241139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -241179.281250 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -241179.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -241208.562500 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -241208.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -241239.437500 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -241239.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -241276.500000 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -241276.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -241308.390625 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -241308.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -241346.234375 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -241346.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -241397.515625 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -241397.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -241437.296875 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -241437.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -241476.531250 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -241476.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -241502.765625 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -241502.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -241521.156250 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -241521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -241533.671875 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -241533.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -241543.531250 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -241543.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241554.171875 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -241554.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -241564.218750 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -241564.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -241576.187500 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -241576.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -241586.546875 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -241586.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -241593.187500 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -241593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -241599.515625 Penalty: 2604.766602
	Iteration 27Q: 3 clusters Score -241599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -241603.609375 Penalty: 2604.766602
	Iteration 28Q: 3 clusters Score -241603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241605.500000 Penalty: 2604.766602
	Iteration 29Q: 3 clusters Score -241605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -241607.843750 Penalty: 2604.766602
	Iteration 30Q: 3 clusters Score -241607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -241609.203125 Penalty: 2604.766602
	Iteration 31Q: 3 clusters Score -241609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -241610.562500 Penalty: 2604.766602
	Iteration 32Q: 3 clusters Score -241610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -241610.546875 Penalty: 2604.766602
	Iteration 33Q: 3 clusters Score -241610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -241611.109375 Penalty: 2604.766602
	Iteration 34Q: 3 clusters Score -241611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -241611.687500 Penalty: 2604.766602
	Iteration 35Q: 3 clusters Score -241611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -241613.781250 Penalty: 2604.766602
	Iteration 36Q: 3 clusters Score -241613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -241614.453125 Penalty: 2604.766602
	Iteration 37Q: 3 clusters Score -241614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -241615.140625 Penalty: 2604.766602
	Iteration 38Q: 3 clusters Score -241615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -241616.328125 Penalty: 2604.766602
	Iteration 39Q: 3 clusters Score -241616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -241616.937500 Penalty: 2604.766602
	Iteration 40F: 3 clusters Score -241616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -241618.281250 Penalty: 2604.766602
	Iteration 41Q: 3 clusters Score -241618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -241619.640625 Penalty: 2604.766602
	Iteration 42Q: 3 clusters Score -241619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -241621.281250 Penalty: 2604.766602
	Iteration 43Q: 3 clusters Score -241621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -241622.265625 Penalty: 2604.766602
	Iteration 44Q: 3 clusters Score -241622.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -241623.265625 Penalty: 2604.766602
	Iteration 45Q: 3 clusters Score -241623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -241625.562500 Penalty: 2604.766602
	Iteration 46Q: 3 clusters Score -241625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -241626.328125 Penalty: 2604.766602
	Iteration 47Q: 3 clusters Score -241626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241629.156250 Penalty: 2604.766602
	Iteration 48Q: 3 clusters Score -241629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241630.921875 Penalty: 2604.766602
	Iteration 49Q: 3 clusters Score -241630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241631.234375 Penalty: 2604.766602
	Iteration 50Q: 3 clusters Score -241631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241631.828125 Penalty: 2604.766602
	Iteration 51Q: 3 clusters Score -241631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241631.687500 Penalty: 2604.766602
	Iteration 52Q: 3 clusters Score -241631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241631.687500 Penalty: 2604.766602
	Iteration 53F: 3 clusters Score -241631.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -601528.062500 Penalty: 1447.530884
	Iteration 0F: 2 clusters Score -601528.1 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 3690 members 
Entering Unmasked Estep 
Score: -596064.062500 Penalty: 2895.061768
	Iteration 0F: 3 clusters Score -596064.1 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -597704.437500 Penalty: 2895.061768
	Iteration 1F: 3 clusters Score -597704.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -597907.000000 Penalty: 2895.061768
	Iteration 2F: 3 clusters Score -597907 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -598086.687500 Penalty: 2895.061768
	Iteration 3Q: 3 clusters Score -598086.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -598231.875000 Penalty: 2895.061768
	Iteration 4Q: 3 clusters Score -598231.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -598352.812500 Penalty: 2895.061768
	Iteration 5Q: 3 clusters Score -598352.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -598475.437500 Penalty: 2895.061768
	Iteration 6Q: 3 clusters Score -598475.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -598589.187500 Penalty: 2895.061768
	Iteration 7Q: 3 clusters Score -598589.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -598677.562500 Penalty: 2895.061768
	Iteration 8Q: 3 clusters Score -598677.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -598762.312500 Penalty: 2895.061768
	Iteration 9Q: 3 clusters Score -598762.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -598853.625000 Penalty: 2895.061768
	Iteration 10Q: 3 clusters Score -598853.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -598946.875000 Penalty: 2895.061768
	Iteration 11Q: 3 clusters Score -598946.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -599029.750000 Penalty: 2895.061768
	Iteration 12Q: 3 clusters Score -599029.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -599123.187500 Penalty: 2895.061768
	Iteration 13Q: 3 clusters Score -599123.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -599206.687500 Penalty: 2895.061768
	Iteration 14Q: 3 clusters Score -599206.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -599285.062500 Penalty: 2895.061768
	Iteration 15Q: 3 clusters Score -599285.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -599358.812500 Penalty: 2895.061768
	Iteration 16Q: 3 clusters Score -599358.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -599441.125000 Penalty: 2895.061768
	Iteration 17Q: 3 clusters Score -599441.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -599519.375000 Penalty: 2895.061768
	Iteration 18Q: 3 clusters Score -599519.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -599582.187500 Penalty: 2895.061768
	Iteration 19Q: 3 clusters Score -599582.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -599651.875000 Penalty: 2895.061768
	Iteration 20F: 3 clusters Score -599651.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -599711.687500 Penalty: 2895.061768
	Iteration 21Q: 3 clusters Score -599711.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -599775.437500 Penalty: 2895.061768
	Iteration 22Q: 3 clusters Score -599775.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -599843.875000 Penalty: 2895.061768
	Iteration 23Q: 3 clusters Score -599843.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -599934.062500 Penalty: 2895.061768
	Iteration 24Q: 3 clusters Score -599934.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -600019.625000 Penalty: 2895.061768
	Iteration 25Q: 3 clusters Score -600019.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -600097.125000 Penalty: 2895.061768
	Iteration 26Q: 3 clusters Score -600097.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -600157.500000 Penalty: 2895.061768
	Iteration 27Q: 3 clusters Score -600157.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -600244.875000 Penalty: 2895.061768
	Iteration 28Q: 3 clusters Score -600244.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -600326.312500 Penalty: 2895.061768
	Iteration 29Q: 3 clusters Score -600326.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -600395.687500 Penalty: 2895.061768
	Iteration 30Q: 3 clusters Score -600395.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -600457.000000 Penalty: 2895.061768
	Iteration 31Q: 3 clusters Score -600457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -600491.312500 Penalty: 2895.061768
	Iteration 32Q: 3 clusters Score -600491.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -600517.750000 Penalty: 2895.061768
	Iteration 33Q: 3 clusters Score -600517.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -600543.750000 Penalty: 2895.061768
	Iteration 34Q: 3 clusters Score -600543.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -600569.500000 Penalty: 2895.061768
	Iteration 35Q: 3 clusters Score -600569.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -600596.062500 Penalty: 2895.061768
	Iteration 36Q: 3 clusters Score -600596.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -600608.812500 Penalty: 2895.061768
	Iteration 37Q: 3 clusters Score -600608.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -600619.937500 Penalty: 2895.061768
	Iteration 38Q: 3 clusters Score -600619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -600626.750000 Penalty: 2895.061768
	Iteration 39Q: 3 clusters Score -600626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -600635.625000 Penalty: 2895.061768
	Iteration 40F: 3 clusters Score -600635.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -600644.437500 Penalty: 2895.061768
	Iteration 41Q: 3 clusters Score -600644.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -600652.937500 Penalty: 2895.061768
	Iteration 42Q: 3 clusters Score -600652.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -600659.625000 Penalty: 2895.061768
	Iteration 43Q: 3 clusters Score -600659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -600667.250000 Penalty: 2895.061768
	Iteration 44Q: 3 clusters Score -600667.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -600672.562500 Penalty: 2895.061768
	Iteration 45Q: 3 clusters Score -600672.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -600676.187500 Penalty: 2895.061768
	Iteration 46Q: 3 clusters Score -600676.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -600679.875000 Penalty: 2895.061768
	Iteration 47Q: 3 clusters Score -600679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -600686.875000 Penalty: 2895.061768
	Iteration 48Q: 3 clusters Score -600686.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -600692.187500 Penalty: 2895.061768
	Iteration 49Q: 3 clusters Score -600692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -600691.250000 Penalty: 2895.061768
	Iteration 50Q: 3 clusters Score -600691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -600694.687500 Penalty: 2895.061768
	Iteration 51Q: 3 clusters Score -600694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -600694.750000 Penalty: 2895.061768
	Iteration 52Q: 3 clusters Score -600694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -600694.250000 Penalty: 2895.061768
	Iteration 53Q: 3 clusters Score -600694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -600695.375000 Penalty: 2895.061768
	Iteration 54Q: 3 clusters Score -600695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -600696.062500 Penalty: 2895.061768
	Iteration 55Q: 3 clusters Score -600696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -600695.562500 Penalty: 2895.061768
	Iteration 56Q: 3 clusters Score -600695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -600695.562500 Penalty: 2895.061768
	Iteration 57F: 3 clusters Score -600695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Entering Unmasked Estep 
Score: -5448226.500000 Penalty: 1796.803223
	Iteration 0F: 2 clusters Score -5448226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5405761.500000 Penalty: 3593.606445
	Iteration 0F: 3 clusters Score -5405762 nChanged 29964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -5422988.500000 Penalty: 3593.606445
	Iteration 1F: 3 clusters Score -5422988 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5423763.000000 Penalty: 3593.606445
	Iteration 2Q: 3 clusters Score -5423763 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -5424734.000000 Penalty: 3593.606445
	Iteration 3Q: 3 clusters Score -5424734 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5425961.500000 Penalty: 3593.606445
	Iteration 4Q: 3 clusters Score -5425962 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5427476.000000 Penalty: 3593.606445
	Iteration 5Q: 3 clusters Score -5427476 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5429303.000000 Penalty: 3593.606445
	Iteration 6F: 3 clusters Score -5429303 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5431396.500000 Penalty: 3593.606445
	Iteration 7F: 3 clusters Score -5431396 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -5433669.500000 Penalty: 3593.606445
	Iteration 8F: 3 clusters Score -5433670 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5436326.000000 Penalty: 3593.606445
	Iteration 9F: 3 clusters Score -5436326 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -5438976.000000 Penalty: 3593.606445
	Iteration 10F: 3 clusters Score -5438976 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -5441437.500000 Penalty: 3593.606445
	Iteration 11F: 3 clusters Score -5441438 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -5443316.000000 Penalty: 3593.606445
	Iteration 12Q: 3 clusters Score -5443316 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -5444660.500000 Penalty: 3593.606445
	Iteration 13Q: 3 clusters Score -5444660 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -5445485.500000 Penalty: 3593.606445
	Iteration 14Q: 3 clusters Score -5445486 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -5446012.500000 Penalty: 3593.606445
	Iteration 15Q: 3 clusters Score -5446012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -5446313.500000 Penalty: 3593.606445
	Iteration 16Q: 3 clusters Score -5446314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -5446444.000000 Penalty: 3593.606445
	Iteration 17Q: 3 clusters Score -5446444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -5446522.500000 Penalty: 3593.606445
	Iteration 18Q: 3 clusters Score -5446522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -5446580.500000 Penalty: 3593.606445
	Iteration 19Q: 3 clusters Score -5446580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -5446600.000000 Penalty: 3593.606445
	Iteration 20F: 3 clusters Score -5446600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -5446614.000000 Penalty: 3593.606445
	Iteration 21Q: 3 clusters Score -5446614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -5446630.000000 Penalty: 3593.606445
	Iteration 22Q: 3 clusters Score -5446630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -5446643.500000 Penalty: 3593.606445
	Iteration 23Q: 3 clusters Score -5446644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -5446657.000000 Penalty: 3593.606445
	Iteration 24Q: 3 clusters Score -5446657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -5446659.000000 Penalty: 3593.606445
	Iteration 25Q: 3 clusters Score -5446659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -5446663.000000 Penalty: 3593.606445
	Iteration 26Q: 3 clusters Score -5446663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -5446665.500000 Penalty: 3593.606445
	Iteration 27Q: 3 clusters Score -5446666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -5446662.500000 Penalty: 3593.606445
	Iteration 28Q: 3 clusters Score -5446662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -5446662.500000 Penalty: 3593.606445
	Iteration 29F: 3 clusters Score -5446662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -1607382.750000 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -1607383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1594371.625000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -1594372 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1599260.750000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -1599261 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1599681.375000 Penalty: 3202.476074
	Iteration 2F: 3 clusters Score -1599681 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1600070.000000 Penalty: 3202.476074
	Iteration 3F: 3 clusters Score -1600070 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1600419.375000 Penalty: 3202.476074
	Iteration 4Q: 3 clusters Score -1600419 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1600823.250000 Penalty: 3202.476074
	Iteration 5Q: 3 clusters Score -1600823 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1601255.625000 Penalty: 3202.476074
	Iteration 6Q: 3 clusters Score -1601256 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1601728.000000 Penalty: 3202.476074
	Iteration 7Q: 3 clusters Score -1601728 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1602238.625000 Penalty: 3202.476074
	Iteration 8Q: 3 clusters Score -1602239 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1602756.500000 Penalty: 3202.476074
	Iteration 9Q: 3 clusters Score -1602756 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1603221.125000 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -1603221 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1603596.000000 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -1603596 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1603866.125000 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -1603866 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1604070.875000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -1604071 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1604236.375000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -1604236 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1604385.625000 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -1604386 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1604505.500000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -1604506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1604612.125000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -1604612 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1604687.875000 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -1604688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1604740.500000 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -1604740 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1604794.375000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -1604794 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1604846.125000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -1604846 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1604895.625000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -1604896 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1604945.250000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -1604945 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1604982.125000 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -1604982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1605021.875000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -1605022 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1605052.125000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -1605052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1605084.875000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -1605085 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1605116.125000 Penalty: 3202.476074
	Iteration 28Q: 3 clusters Score -1605116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1605152.625000 Penalty: 3202.476074
	Iteration 29Q: 3 clusters Score -1605153 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1605187.875000 Penalty: 3202.476074
	Iteration 30Q: 3 clusters Score -1605188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1605245.375000 Penalty: 3202.476074
	Iteration 31Q: 3 clusters Score -1605245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1605309.125000 Penalty: 3202.476074
	Iteration 32Q: 3 clusters Score -1605309 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1605369.500000 Penalty: 3202.476074
	Iteration 33Q: 3 clusters Score -1605370 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1605413.250000 Penalty: 3202.476074
	Iteration 34Q: 3 clusters Score -1605413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1605450.375000 Penalty: 3202.476074
	Iteration 35Q: 3 clusters Score -1605450 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1605487.500000 Penalty: 3202.476074
	Iteration 36Q: 3 clusters Score -1605488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1605519.125000 Penalty: 3202.476074
	Iteration 37Q: 3 clusters Score -1605519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1605543.750000 Penalty: 3202.476074
	Iteration 38Q: 3 clusters Score -1605544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1605560.875000 Penalty: 3202.476074
	Iteration 39Q: 3 clusters Score -1605561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1605578.375000 Penalty: 3202.476074
	Iteration 40F: 3 clusters Score -1605578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1605592.875000 Penalty: 3202.476074
	Iteration 41Q: 3 clusters Score -1605593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1605607.125000 Penalty: 3202.476074
	Iteration 42Q: 3 clusters Score -1605607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1605615.500000 Penalty: 3202.476074
	Iteration 43Q: 3 clusters Score -1605616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1605618.750000 Penalty: 3202.476074
	Iteration 44Q: 3 clusters Score -1605619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1605619.750000 Penalty: 3202.476074
	Iteration 45Q: 3 clusters Score -1605620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1605623.000000 Penalty: 3202.476074
	Iteration 46Q: 3 clusters Score -1605623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1605628.000000 Penalty: 3202.476074
	Iteration 47Q: 3 clusters Score -1605628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1605629.750000 Penalty: 3202.476074
	Iteration 48Q: 3 clusters Score -1605630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1605635.625000 Penalty: 3202.476074
	Iteration 49Q: 3 clusters Score -1605636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1605642.750000 Penalty: 3202.476074
	Iteration 50Q: 3 clusters Score -1605643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1605650.750000 Penalty: 3202.476074
	Iteration 51Q: 3 clusters Score -1605651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1605650.750000 Penalty: 3202.476074
	Iteration 52Q: 3 clusters Score -1605651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1605650.750000 Penalty: 3202.476074
	Iteration 53Q: 3 clusters Score -1605651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1605653.125000 Penalty: 3202.476074
	Iteration 54Q: 3 clusters Score -1605653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1605656.000000 Penalty: 3202.476074
	Iteration 55Q: 3 clusters Score -1605656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1605657.375000 Penalty: 3202.476074
	Iteration 56Q: 3 clusters Score -1605657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1605652.375000 Penalty: 3202.476074
	Iteration 57Q: 3 clusters Score -1605652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1605659.000000 Penalty: 3202.476074
	Iteration 58Q: 3 clusters Score -1605659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1605668.375000 Penalty: 3202.476074
	Iteration 59Q: 3 clusters Score -1605668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1605677.500000 Penalty: 3202.476074
	Iteration 60F: 3 clusters Score -1605678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1605688.250000 Penalty: 3202.476074
	Iteration 61Q: 3 clusters Score -1605688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1605691.875000 Penalty: 3202.476074
	Iteration 62Q: 3 clusters Score -1605692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1605693.000000 Penalty: 3202.476074
	Iteration 63Q: 3 clusters Score -1605693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1605698.125000 Penalty: 3202.476074
	Iteration 64Q: 3 clusters Score -1605698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1605704.000000 Penalty: 3202.476074
	Iteration 65Q: 3 clusters Score -1605704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1605711.500000 Penalty: 3202.476074
	Iteration 66Q: 3 clusters Score -1605712 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1605719 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1605730 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1605742 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1605745 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1605742 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1605747 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1605750 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1605759 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1605765 nChanged 41
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1605769 nChanged 40
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Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1605770 nChanged 37
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Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1605778 nChanged 38
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Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1605782 nChanged 34
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Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1605788 nChanged 49
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Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1605793 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1605801 nChanged 51
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Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1605805 nChanged 39
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Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1605807 nChanged 39
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Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1605814 nChanged 48
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Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1605818 nChanged 51
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Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1605824 nChanged 48
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1605826 nChanged 37
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Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1605831 nChanged 39
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1605838 nChanged 44
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 13584 members 
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	Iteration 91Q: 3 clusters Score -1605844 nChanged 45
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Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13629 members 
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	Iteration 92Q: 3 clusters Score -1605847 nChanged 53
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Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13682 members 
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	Iteration 93Q: 3 clusters Score -1605855 nChanged 63
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 13743 members 
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	Iteration 94Q: 3 clusters Score -1605863 nChanged 59
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Mstep: Class 1 contains 5230 members 
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	Iteration 95Q: 3 clusters Score -1605875 nChanged 66
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Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13864 members 
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	Iteration 96Q: 3 clusters Score -1605886 nChanged 77
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1605896 nChanged 63
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 14002 members 
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	Iteration 98Q: 3 clusters Score -1605910 nChanged 55
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Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1605916 nChanged 78
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Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1605926 nChanged 90
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Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14223 members 
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	Iteration 101Q: 3 clusters Score -1605944 nChanged 89
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Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1605961 nChanged 84
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1605971 nChanged 81
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Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1605984 nChanged 82
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1606009 nChanged 82
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Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14635 members 
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	Iteration 106Q: 3 clusters Score -1606019 nChanged 85
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Mstep: Class 1 contains 4310 members 
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	Iteration 107Q: 3 clusters Score -1606034 nChanged 90
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Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1606057 nChanged 91
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1606076 nChanged 92
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Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1606096 nChanged 62
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Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1606102 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1606115 nChanged 70
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Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1606130 nChanged 70
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Mstep: Class 1 contains 3768 members 
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	Iteration 114Q: 3 clusters Score -1606145 nChanged 64
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15322 members 
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	Iteration 115Q: 3 clusters Score -1606150 nChanged 47
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Mstep: Class 1 contains 3665 members 
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	Iteration 116Q: 3 clusters Score -1606168 nChanged 42
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Mstep: Class 1 contains 3623 members 
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	Iteration 117Q: 3 clusters Score -1606165 nChanged 42
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Mstep: Class 1 contains 3583 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1606174 nChanged 34
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Mstep: Class 1 contains 3549 members 
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	Iteration 119Q: 3 clusters Score -1606177 nChanged 38
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Mstep: Class 1 contains 3511 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1606184 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3477 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1606188 nChanged 28
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Mstep: Class 1 contains 3449 members 
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	Iteration 122Q: 3 clusters Score -1606196 nChanged 25
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Mstep: Class 1 contains 3424 members 
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	Iteration 123Q: 3 clusters Score -1606196 nChanged 29
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Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15633 members 
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	Iteration 124Q: 3 clusters Score -1606201 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3364 members 
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	Iteration 125Q: 3 clusters Score -1606208 nChanged 46
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Mstep: Class 1 contains 3320 members 
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	Iteration 126Q: 3 clusters Score -1606216 nChanged 38
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Mstep: Class 1 contains 3282 members 
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	Iteration 127Q: 3 clusters Score -1606220 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15779 members 
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	Iteration 128Q: 3 clusters Score -1606225 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3223 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1606232 nChanged 32
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Mstep: Class 1 contains 3191 members 
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	Iteration 130Q: 3 clusters Score -1606240 nChanged 31
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Mstep: Class 1 contains 3160 members 
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	Iteration 131Q: 3 clusters Score -1606250 nChanged 36
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Mstep: Class 1 contains 3124 members 
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	Iteration 132Q: 3 clusters Score -1606249 nChanged 30
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Mstep: Class 1 contains 3094 members 
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	Iteration 133Q: 3 clusters Score -1606250 nChanged 34
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	Iteration 134Q: 3 clusters Score -1606256 nChanged 34
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	Iteration 135Q: 3 clusters Score -1606258 nChanged 25
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	Iteration 136Q: 3 clusters Score -1606265 nChanged 25
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	Iteration 137Q: 3 clusters Score -1606269 nChanged 20
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	Iteration 138Q: 3 clusters Score -1606273 nChanged 21
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	Iteration 139Q: 3 clusters Score -1606277 nChanged 22
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1606280 nChanged 18
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	Iteration 141Q: 3 clusters Score -1606284 nChanged 21
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	Iteration 142Q: 3 clusters Score -1606288 nChanged 14
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	Iteration 143Q: 3 clusters Score -1606289 nChanged 8
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	Iteration 144Q: 3 clusters Score -1606290 nChanged 9
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	Iteration 145Q: 3 clusters Score -1606291 nChanged 9
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	Iteration 146Q: 3 clusters Score -1606288 nChanged 10
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	Iteration 147Q: 3 clusters Score -1606290 nChanged 8
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	Iteration 148Q: 3 clusters Score -1606292 nChanged 7
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1606290 nChanged 5
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	Iteration 150Q: 3 clusters Score -1606290 nChanged 2
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	Iteration 151Q: 3 clusters Score -1606294 nChanged 3
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	Iteration 152Q: 3 clusters Score -1606295 nChanged 1
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	Iteration 153Q: 3 clusters Score -1606297 nChanged 2
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	Iteration 154Q: 3 clusters Score -1606294 nChanged 3
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	Iteration 155Q: 3 clusters Score -1606296 nChanged 3
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1606296 nChanged 2
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1606296 nChanged 2
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1606297 nChanged 2
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Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1606298.250000 Penalty: 3202.476074
	Iteration 159Q: 3 clusters Score -1606298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1606299.375000 Penalty: 3202.476074
	Iteration 160F: 3 clusters Score -1606299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1606299.750000 Penalty: 3202.476074
	Iteration 161Q: 3 clusters Score -1606300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1606298.750000 Penalty: 3202.476074
	Iteration 162Q: 3 clusters Score -1606299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1606300.000000 Penalty: 3202.476074
	Iteration 163Q: 3 clusters Score -1606300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1606296.750000 Penalty: 3202.476074
	Iteration 164Q: 3 clusters Score -1606297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1606295.250000 Penalty: 3202.476074
	Iteration 165Q: 3 clusters Score -1606295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1606294.750000 Penalty: 3202.476074
	Iteration 166Q: 3 clusters Score -1606295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1606294.750000 Penalty: 3202.476074
	Iteration 167F: 3 clusters Score -1606295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Entering Unmasked Estep 
Score: -595476.062500 Penalty: 1441.025635
	Iteration 0F: 2 clusters Score -595476.1 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 3565 members 
Entering Unmasked Estep 
Score: -590173.125000 Penalty: 2882.051270
	Iteration 0F: 3 clusters Score -590173.1 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -591968.187500 Penalty: 2882.051270
	Iteration 1F: 3 clusters Score -591968.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -592326.437500 Penalty: 2882.051270
	Iteration 2F: 3 clusters Score -592326.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -592698.250000 Penalty: 2882.051270
	Iteration 3F: 3 clusters Score -592698.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -593097.937500 Penalty: 2882.051270
	Iteration 4F: 3 clusters Score -593097.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -593486.750000 Penalty: 2882.051270
	Iteration 5F: 3 clusters Score -593486.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -593791.937500 Penalty: 2882.051270
	Iteration 6F: 3 clusters Score -593791.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -594019.812500 Penalty: 2882.051270
	Iteration 7Q: 3 clusters Score -594019.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -594181.937500 Penalty: 2882.051270
	Iteration 8Q: 3 clusters Score -594181.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -594286.312500 Penalty: 2882.051270
	Iteration 9Q: 3 clusters Score -594286.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -594323.000000 Penalty: 2882.051270
	Iteration 10Q: 3 clusters Score -594323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -594352.312500 Penalty: 2882.051270
	Iteration 11Q: 3 clusters Score -594352.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -594374.000000 Penalty: 2882.051270
	Iteration 12Q: 3 clusters Score -594374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -594392.875000 Penalty: 2882.051270
	Iteration 13Q: 3 clusters Score -594392.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -594410.562500 Penalty: 2882.051270
	Iteration 14Q: 3 clusters Score -594410.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -594428.375000 Penalty: 2882.051270
	Iteration 15Q: 3 clusters Score -594428.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -594442.500000 Penalty: 2882.051270
	Iteration 16Q: 3 clusters Score -594442.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -594450.625000 Penalty: 2882.051270
	Iteration 17Q: 3 clusters Score -594450.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -594460.812500 Penalty: 2882.051270
	Iteration 18Q: 3 clusters Score -594460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -594468.562500 Penalty: 2882.051270
	Iteration 19Q: 3 clusters Score -594468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -594472.812500 Penalty: 2882.051270
	Iteration 20F: 3 clusters Score -594472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -594480.187500 Penalty: 2882.051270
	Iteration 21Q: 3 clusters Score -594480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -594484.625000 Penalty: 2882.051270
	Iteration 22Q: 3 clusters Score -594484.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -594486.812500 Penalty: 2882.051270
	Iteration 23Q: 3 clusters Score -594486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -594490.875000 Penalty: 2882.051270
	Iteration 24Q: 3 clusters Score -594490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -594495.312500 Penalty: 2882.051270
	Iteration 25Q: 3 clusters Score -594495.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -594498.437500 Penalty: 2882.051270
	Iteration 26Q: 3 clusters Score -594498.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -594505.750000 Penalty: 2882.051270
	Iteration 27Q: 3 clusters Score -594505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -594505.812500 Penalty: 2882.051270
	Iteration 28Q: 3 clusters Score -594505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -594508.875000 Penalty: 2882.051270
	Iteration 29Q: 3 clusters Score -594508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -594510.687500 Penalty: 2882.051270
	Iteration 30Q: 3 clusters Score -594510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -594511.937500 Penalty: 2882.051270
	Iteration 31Q: 3 clusters Score -594511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -594512.187500 Penalty: 2882.051270
	Iteration 32Q: 3 clusters Score -594512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -594514.562500 Penalty: 2882.051270
	Iteration 33Q: 3 clusters Score -594514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -594515.375000 Penalty: 2882.051270
	Iteration 34Q: 3 clusters Score -594515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -594518.062500 Penalty: 2882.051270
	Iteration 35Q: 3 clusters Score -594518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -594519.062500 Penalty: 2882.051270
	Iteration 36Q: 3 clusters Score -594519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -594519.000000 Penalty: 2882.051270
	Iteration 37Q: 3 clusters Score -594519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -594519.750000 Penalty: 2882.051270
	Iteration 38Q: 3 clusters Score -594519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -594518.937500 Penalty: 2882.051270
	Iteration 39Q: 3 clusters Score -594518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -594519.812500 Penalty: 2882.051270
	Iteration 40F: 3 clusters Score -594519.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -594520.937500 Penalty: 2882.051270
	Iteration 41Q: 3 clusters Score -594520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -594520.125000 Penalty: 2882.051270
	Iteration 42Q: 3 clusters Score -594520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -594521.125000 Penalty: 2882.051270
	Iteration 43Q: 3 clusters Score -594521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594522.687500 Penalty: 2882.051270
	Iteration 44Q: 3 clusters Score -594522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594521.437500 Penalty: 2882.051270
	Iteration 45Q: 3 clusters Score -594521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594521.750000 Penalty: 2882.051270
	Iteration 46Q: 3 clusters Score -594521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594521.312500 Penalty: 2882.051270
	Iteration 47Q: 3 clusters Score -594521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594521.312500 Penalty: 2882.051270
	Iteration 48F: 3 clusters Score -594521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205761 members 
Entering Unmasked Estep 
Score: -17733140.000000 Penalty: 1988.101440
	Iteration 0F: 2 clusters Score -1.773314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102524 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -17594402.000000 Penalty: 3976.202881
	Iteration 0F: 3 clusters Score -1.75944e+07 nChanged 99831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -17655334.000000 Penalty: 3976.202881
	Iteration 1F: 3 clusters Score -1.765533e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -17658062.000000 Penalty: 3976.202881
	Iteration 2Q: 3 clusters Score -1.765806e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -17662594.000000 Penalty: 3976.202881
	Iteration 3Q: 3 clusters Score -1.766259e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -17670270.000000 Penalty: 3976.202881
	Iteration 4F: 3 clusters Score -1.767027e+07 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -17682302.000000 Penalty: 3976.202881
	Iteration 5F: 3 clusters Score -1.76823e+07 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 164635 members 
Entering Unmasked Estep 
Score: -17696738.000000 Penalty: 3976.202881
	Iteration 6F: 3 clusters Score -1.769674e+07 nChanged 14193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 178326 members 
Entering Unmasked Estep 
Score: -17709678.000000 Penalty: 3976.202881
	Iteration 7F: 3 clusters Score -1.770968e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 188209 members 
Entering Unmasked Estep 
Score: -17718846.000000 Penalty: 3976.202881
	Iteration 8Q: 3 clusters Score -1.771885e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 194492 members 
Entering Unmasked Estep 
Score: -17724072.000000 Penalty: 3976.202881
	Iteration 9Q: 3 clusters Score -1.772407e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 198291 members 
Entering Unmasked Estep 
Score: -17727140.000000 Penalty: 3976.202881
	Iteration 10Q: 3 clusters Score -1.772714e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 200615 members 
Entering Unmasked Estep 
Score: -17728988.000000 Penalty: 3976.202881
	Iteration 11Q: 3 clusters Score -1.772899e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 202067 members 
Entering Unmasked Estep 
Score: -17729980.000000 Penalty: 3976.202881
	Iteration 12Q: 3 clusters Score -1.772998e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 202946 members 
Entering Unmasked Estep 
Score: -17730538.000000 Penalty: 3976.202881
	Iteration 13Q: 3 clusters Score -1.773054e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 203519 members 
Entering Unmasked Estep 
Score: -17730912.000000 Penalty: 3976.202881
	Iteration 14Q: 3 clusters Score -1.773091e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -17731120.000000 Penalty: 3976.202881
	Iteration 15Q: 3 clusters Score -1.773112e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 204138 members 
Entering Unmasked Estep 
Score: -17731216.000000 Penalty: 3976.202881
	Iteration 16Q: 3 clusters Score -1.773122e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -17731274.000000 Penalty: 3976.202881
	Iteration 17Q: 3 clusters Score -1.773127e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 204488 members 
Entering Unmasked Estep 
Score: -17731352.000000 Penalty: 3976.202881
	Iteration 18Q: 3 clusters Score -1.773135e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 204570 members 
Entering Unmasked Estep 
Score: -17731360.000000 Penalty: 3976.202881
	Iteration 19Q: 3 clusters Score -1.773136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 204615 members 
Entering Unmasked Estep 
Score: -17731374.000000 Penalty: 3976.202881
	Iteration 20F: 3 clusters Score -1.773137e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -17731394.000000 Penalty: 3976.202881
	Iteration 21Q: 3 clusters Score -1.773139e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 204693 members 
Entering Unmasked Estep 
Score: -17731418.000000 Penalty: 3976.202881
	Iteration 22Q: 3 clusters Score -1.773142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 204717 members 
Entering Unmasked Estep 
Score: -17731436.000000 Penalty: 3976.202881
	Iteration 23Q: 3 clusters Score -1.773144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 204742 members 
Entering Unmasked Estep 
Score: -17731438.000000 Penalty: 3976.202881
	Iteration 24Q: 3 clusters Score -1.773144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -17731438.000000 Penalty: 3976.202881
	Iteration 25Q: 3 clusters Score -1.773144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 204771 members 
Entering Unmasked Estep 
Score: -17731442.000000 Penalty: 3976.202881
	Iteration 26Q: 3 clusters Score -1.773144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 204786 members 
Entering Unmasked Estep 
Score: -17731444.000000 Penalty: 3976.202881
	Iteration 27Q: 3 clusters Score -1.773144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 204794 members 
Entering Unmasked Estep 
Score: -17731460.000000 Penalty: 3976.202881
	Iteration 28Q: 3 clusters Score -1.773146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 204806 members 
Entering Unmasked Estep 
Score: -17731470.000000 Penalty: 3976.202881
	Iteration 29Q: 3 clusters Score -1.773147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 204816 members 
Entering Unmasked Estep 
Score: -17731472.000000 Penalty: 3976.202881
	Iteration 30Q: 3 clusters Score -1.773147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 204823 members 
Entering Unmasked Estep 
Score: -17731472.000000 Penalty: 3976.202881
	Iteration 31Q: 3 clusters Score -1.773147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 204829 members 
Entering Unmasked Estep 
Score: -17731476.000000 Penalty: 3976.202881
	Iteration 32Q: 3 clusters Score -1.773148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 204837 members 
Entering Unmasked Estep 
Score: -17731480.000000 Penalty: 3976.202881
	Iteration 33Q: 3 clusters Score -1.773148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 204844 members 
Entering Unmasked Estep 
Score: -17731482.000000 Penalty: 3976.202881
	Iteration 34Q: 3 clusters Score -1.773148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -17731492.000000 Penalty: 3976.202881
	Iteration 35Q: 3 clusters Score -1.773149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 204847 members 
Entering Unmasked Estep 
Score: -17731490.000000 Penalty: 3976.202881
	Iteration 36Q: 3 clusters Score -1.773149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 204850 members 
Entering Unmasked Estep 
Score: -17731492.000000 Penalty: 3976.202881
	Iteration 37Q: 3 clusters Score -1.773149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -17731490.000000 Penalty: 3976.202881
	Iteration 38Q: 3 clusters Score -1.773149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 204857 members 
Entering Unmasked Estep 
Score: -17731510.000000 Penalty: 3976.202881
	Iteration 39Q: 3 clusters Score -1.773151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 204861 members 
Entering Unmasked Estep 
Score: -17731506.000000 Penalty: 3976.202881
	Iteration 40F: 3 clusters Score -1.773151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 204865 members 
Entering Unmasked Estep 
Score: -17731510.000000 Penalty: 3976.202881
	Iteration 41Q: 3 clusters Score -1.773151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -17731500.000000 Penalty: 3976.202881
	Iteration 42Q: 3 clusters Score -1.77315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 204875 members 
Entering Unmasked Estep 
Score: -17731506.000000 Penalty: 3976.202881
	Iteration 43Q: 3 clusters Score -1.773151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -17731492.000000 Penalty: 3976.202881
	Iteration 44Q: 3 clusters Score -1.773149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 204892 members 
Entering Unmasked Estep 
Score: -17731502.000000 Penalty: 3976.202881
	Iteration 45Q: 3 clusters Score -1.77315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 204902 members 
Entering Unmasked Estep 
Score: -17731500.000000 Penalty: 3976.202881
	Iteration 46Q: 3 clusters Score -1.77315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 204905 members 
Entering Unmasked Estep 
Score: -17731508.000000 Penalty: 3976.202881
	Iteration 47Q: 3 clusters Score -1.773151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 204910 members 
Entering Unmasked Estep 
Score: -17731512.000000 Penalty: 3976.202881
	Iteration 48Q: 3 clusters Score -1.773151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 204918 members 
Entering Unmasked Estep 
Score: -17731520.000000 Penalty: 3976.202881
	Iteration 49Q: 3 clusters Score -1.773152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 204922 members 
Entering Unmasked Estep 
Score: -17731514.000000 Penalty: 3976.202881
	Iteration 50Q: 3 clusters Score -1.773151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -17731512.000000 Penalty: 3976.202881
	Iteration 51Q: 3 clusters Score -1.773151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 204924 members 
Entering Unmasked Estep 
Score: -17731512.000000 Penalty: 3976.202881
	Iteration 52Q: 3 clusters Score -1.773151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 204924 members 
Entering Unmasked Estep 
Score: -17731514.000000 Penalty: 3976.202881
	Iteration 53Q: 3 clusters Score -1.773151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 204924 members 
Entering Unmasked Estep 
Score: -17731518.000000 Penalty: 3976.202881
	Iteration 54Q: 3 clusters Score -1.773152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 204926 members 
Entering Unmasked Estep 
Score: -17731512.000000 Penalty: 3976.202881
	Iteration 55Q: 3 clusters Score -1.773151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 204927 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 3976.202881
	Iteration 56Q: 3 clusters Score -1.773152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 204927 members 
Entering Unmasked Estep 
Score: -17731516.000000 Penalty: 3976.202881
	Iteration 57F: 3 clusters Score -1.773152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -428252.437500 Penalty: 1389.445557
	Iteration 0F: 2 clusters Score -428252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -424165.031250 Penalty: 2778.891113
	Iteration 0F: 3 clusters Score -424165 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -425301.562500 Penalty: 2778.891113
	Iteration 1F: 3 clusters Score -425301.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -425473.125000 Penalty: 2778.891113
	Iteration 2F: 3 clusters Score -425473.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -425616.843750 Penalty: 2778.891113
	Iteration 3F: 3 clusters Score -425616.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -425738.468750 Penalty: 2778.891113
	Iteration 4Q: 3 clusters Score -425738.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -425839.875000 Penalty: 2778.891113
	Iteration 5Q: 3 clusters Score -425839.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -425920.656250 Penalty: 2778.891113
	Iteration 6Q: 3 clusters Score -425920.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -425981.031250 Penalty: 2778.891113
	Iteration 7Q: 3 clusters Score -425981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -426034.437500 Penalty: 2778.891113
	Iteration 8Q: 3 clusters Score -426034.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -426094.781250 Penalty: 2778.891113
	Iteration 9Q: 3 clusters Score -426094.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -426151.843750 Penalty: 2778.891113
	Iteration 10Q: 3 clusters Score -426151.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -426201.937500 Penalty: 2778.891113
	Iteration 11Q: 3 clusters Score -426201.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -426256.781250 Penalty: 2778.891113
	Iteration 12Q: 3 clusters Score -426256.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -426308.406250 Penalty: 2778.891113
	Iteration 13Q: 3 clusters Score -426308.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -426349.968750 Penalty: 2778.891113
	Iteration 14Q: 3 clusters Score -426350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -426390.031250 Penalty: 2778.891113
	Iteration 15Q: 3 clusters Score -426390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -426430.125000 Penalty: 2778.891113
	Iteration 16Q: 3 clusters Score -426430.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -426468.062500 Penalty: 2778.891113
	Iteration 17Q: 3 clusters Score -426468.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -426500.031250 Penalty: 2778.891113
	Iteration 18Q: 3 clusters Score -426500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -426524.156250 Penalty: 2778.891113
	Iteration 19Q: 3 clusters Score -426524.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -426538.437500 Penalty: 2778.891113
	Iteration 20F: 3 clusters Score -426538.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -426552.437500 Penalty: 2778.891113
	Iteration 21Q: 3 clusters Score -426552.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -426564.000000 Penalty: 2778.891113
	Iteration 22Q: 3 clusters Score -426564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -426573.625000 Penalty: 2778.891113
	Iteration 23Q: 3 clusters Score -426573.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -426580.843750 Penalty: 2778.891113
	Iteration 24Q: 3 clusters Score -426580.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -426586.437500 Penalty: 2778.891113
	Iteration 25Q: 3 clusters Score -426586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -426589.625000 Penalty: 2778.891113
	Iteration 26Q: 3 clusters Score -426589.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -426593.843750 Penalty: 2778.891113
	Iteration 27Q: 3 clusters Score -426593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -426597.968750 Penalty: 2778.891113
	Iteration 28Q: 3 clusters Score -426598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -426602.656250 Penalty: 2778.891113
	Iteration 29Q: 3 clusters Score -426602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -426606.531250 Penalty: 2778.891113
	Iteration 30Q: 3 clusters Score -426606.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -426612.156250 Penalty: 2778.891113
	Iteration 31Q: 3 clusters Score -426612.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -426619.093750 Penalty: 2778.891113
	Iteration 32Q: 3 clusters Score -426619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -426622.812500 Penalty: 2778.891113
	Iteration 33Q: 3 clusters Score -426622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -426626.625000 Penalty: 2778.891113
	Iteration 34Q: 3 clusters Score -426626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -426632.750000 Penalty: 2778.891113
	Iteration 35Q: 3 clusters Score -426632.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -426639.406250 Penalty: 2778.891113
	Iteration 36Q: 3 clusters Score -426639.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -426644.562500 Penalty: 2778.891113
	Iteration 37Q: 3 clusters Score -426644.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -426647.843750 Penalty: 2778.891113
	Iteration 38Q: 3 clusters Score -426647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -426651.031250 Penalty: 2778.891113
	Iteration 39Q: 3 clusters Score -426651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -426655.125000 Penalty: 2778.891113
	Iteration 40F: 3 clusters Score -426655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -426659.718750 Penalty: 2778.891113
	Iteration 41Q: 3 clusters Score -426659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -426661.187500 Penalty: 2778.891113
	Iteration 42Q: 3 clusters Score -426661.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -426663.781250 Penalty: 2778.891113
	Iteration 43Q: 3 clusters Score -426663.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -426667.187500 Penalty: 2778.891113
	Iteration 44Q: 3 clusters Score -426667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -426670.281250 Penalty: 2778.891113
	Iteration 45Q: 3 clusters Score -426670.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -426673.250000 Penalty: 2778.891113
	Iteration 46Q: 3 clusters Score -426673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -426675.093750 Penalty: 2778.891113
	Iteration 47Q: 3 clusters Score -426675.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -426677.375000 Penalty: 2778.891113
	Iteration 48Q: 3 clusters Score -426677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -426679.343750 Penalty: 2778.891113
	Iteration 49Q: 3 clusters Score -426679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -426682.468750 Penalty: 2778.891113
	Iteration 50Q: 3 clusters Score -426682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -426683.718750 Penalty: 2778.891113
	Iteration 51Q: 3 clusters Score -426683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -426684.562500 Penalty: 2778.891113
	Iteration 52Q: 3 clusters Score -426684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -426685.781250 Penalty: 2778.891113
	Iteration 53Q: 3 clusters Score -426685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -426686.656250 Penalty: 2778.891113
	Iteration 54Q: 3 clusters Score -426686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -426686.531250 Penalty: 2778.891113
	Iteration 55Q: 3 clusters Score -426686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -426687.250000 Penalty: 2778.891113
	Iteration 56Q: 3 clusters Score -426687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -426687.375000 Penalty: 2778.891113
	Iteration 57Q: 3 clusters Score -426687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -426690.343750 Penalty: 2778.891113
	Iteration 58Q: 3 clusters Score -426690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -426689.968750 Penalty: 2778.891113
	Iteration 59Q: 3 clusters Score -426690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -426691.062500 Penalty: 2778.891113
	Iteration 60F: 3 clusters Score -426691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -426692.281250 Penalty: 2778.891113
	Iteration 61Q: 3 clusters Score -426692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -426693.125000 Penalty: 2778.891113
	Iteration 62Q: 3 clusters Score -426693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -426696.031250 Penalty: 2778.891113
	Iteration 63Q: 3 clusters Score -426696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -426699.593750 Penalty: 2778.891113
	Iteration 64Q: 3 clusters Score -426699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -426701.156250 Penalty: 2778.891113
	Iteration 65Q: 3 clusters Score -426701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -426701.750000 Penalty: 2778.891113
	Iteration 66Q: 3 clusters Score -426701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -426704.375000 Penalty: 2778.891113
	Iteration 67Q: 3 clusters Score -426704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -426705.687500 Penalty: 2778.891113
	Iteration 68Q: 3 clusters Score -426705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -426706.937500 Penalty: 2778.891113
	Iteration 69Q: 3 clusters Score -426706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -426707.937500 Penalty: 2778.891113
	Iteration 70Q: 3 clusters Score -426707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -426708.843750 Penalty: 2778.891113
	Iteration 71Q: 3 clusters Score -426708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -426710.562500 Penalty: 2778.891113
	Iteration 72Q: 3 clusters Score -426710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -426711.656250 Penalty: 2778.891113
	Iteration 73Q: 3 clusters Score -426711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -426712.562500 Penalty: 2778.891113
	Iteration 74Q: 3 clusters Score -426712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -426713.125000 Penalty: 2778.891113
	Iteration 75Q: 3 clusters Score -426713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -426714.906250 Penalty: 2778.891113
	Iteration 76Q: 3 clusters Score -426714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -426714.125000 Penalty: 2778.891113
	Iteration 77Q: 3 clusters Score -426714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -426714.125000 Penalty: 2778.891113
	Iteration 78F: 3 clusters Score -426714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Entering Unmasked Estep 
Score: -1004554.562500 Penalty: 1522.664917
	Iteration 0F: 2 clusters Score -1004555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -996293.687500 Penalty: 3045.329834
	Iteration 0F: 3 clusters Score -996293.7 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -999119.375000 Penalty: 3045.329834
	Iteration 1F: 3 clusters Score -999119.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -999527.000000 Penalty: 3045.329834
	Iteration 2F: 3 clusters Score -999527 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -999937.312500 Penalty: 3045.329834
	Iteration 3F: 3 clusters Score -999937.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1000356.062500 Penalty: 3045.329834
	Iteration 4F: 3 clusters Score -1000356 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1000794.562500 Penalty: 3045.329834
	Iteration 5F: 3 clusters Score -1000795 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1001251.500000 Penalty: 3045.329834
	Iteration 6F: 3 clusters Score -1001252 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1001740.437500 Penalty: 3045.329834
	Iteration 7F: 3 clusters Score -1001740 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1002236.750000 Penalty: 3045.329834
	Iteration 8Q: 3 clusters Score -1002237 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1002705.937500 Penalty: 3045.329834
	Iteration 9Q: 3 clusters Score -1002706 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1003039.500000 Penalty: 3045.329834
	Iteration 10Q: 3 clusters Score -1003040 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1003251.812500 Penalty: 3045.329834
	Iteration 11Q: 3 clusters Score -1003252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1003421.250000 Penalty: 3045.329834
	Iteration 12Q: 3 clusters Score -1003421 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1003505.125000 Penalty: 3045.329834
	Iteration 13Q: 3 clusters Score -1003505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1003562.687500 Penalty: 3045.329834
	Iteration 14Q: 3 clusters Score -1003563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1003609.937500 Penalty: 3045.329834
	Iteration 15Q: 3 clusters Score -1003610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1003639.625000 Penalty: 3045.329834
	Iteration 16Q: 3 clusters Score -1003640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1003660.812500 Penalty: 3045.329834
	Iteration 17Q: 3 clusters Score -1003661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1003678.312500 Penalty: 3045.329834
	Iteration 18Q: 3 clusters Score -1003678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1003696.500000 Penalty: 3045.329834
	Iteration 19Q: 3 clusters Score -1003696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1003715.500000 Penalty: 3045.329834
	Iteration 20F: 3 clusters Score -1003716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1003731.812500 Penalty: 3045.329834
	Iteration 21Q: 3 clusters Score -1003732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1003744.437500 Penalty: 3045.329834
	Iteration 22Q: 3 clusters Score -1003744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1003752.812500 Penalty: 3045.329834
	Iteration 23Q: 3 clusters Score -1003753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1003758.187500 Penalty: 3045.329834
	Iteration 24Q: 3 clusters Score -1003758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1003766.750000 Penalty: 3045.329834
	Iteration 25Q: 3 clusters Score -1003767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1003777.125000 Penalty: 3045.329834
	Iteration 26Q: 3 clusters Score -1003777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1003784.937500 Penalty: 3045.329834
	Iteration 27Q: 3 clusters Score -1003785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1003789.125000 Penalty: 3045.329834
	Iteration 28Q: 3 clusters Score -1003789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1003798.625000 Penalty: 3045.329834
	Iteration 29Q: 3 clusters Score -1003799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1003805.437500 Penalty: 3045.329834
	Iteration 30Q: 3 clusters Score -1003805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1003811.062500 Penalty: 3045.329834
	Iteration 31Q: 3 clusters Score -1003811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1003816.312500 Penalty: 3045.329834
	Iteration 32Q: 3 clusters Score -1003816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1003820.250000 Penalty: 3045.329834
	Iteration 33Q: 3 clusters Score -1003820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1003822.312500 Penalty: 3045.329834
	Iteration 34Q: 3 clusters Score -1003822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1003823.625000 Penalty: 3045.329834
	Iteration 35Q: 3 clusters Score -1003824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1003828.500000 Penalty: 3045.329834
	Iteration 36Q: 3 clusters Score -1003828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1003828.812500 Penalty: 3045.329834
	Iteration 37Q: 3 clusters Score -1003829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1003833.937500 Penalty: 3045.329834
	Iteration 38Q: 3 clusters Score -1003834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1003837.062500 Penalty: 3045.329834
	Iteration 39Q: 3 clusters Score -1003837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1003839.187500 Penalty: 3045.329834
	Iteration 40F: 3 clusters Score -1003839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1003841.500000 Penalty: 3045.329834
	Iteration 41Q: 3 clusters Score -1003842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1003842.750000 Penalty: 3045.329834
	Iteration 42Q: 3 clusters Score -1003843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1003845.187500 Penalty: 3045.329834
	Iteration 43Q: 3 clusters Score -1003845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1003845.250000 Penalty: 3045.329834
	Iteration 44Q: 3 clusters Score -1003845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1003845.500000 Penalty: 3045.329834
	Iteration 45Q: 3 clusters Score -1003846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1003846.312500 Penalty: 3045.329834
	Iteration 46Q: 3 clusters Score -1003846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1003846.437500 Penalty: 3045.329834
	Iteration 47Q: 3 clusters Score -1003846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1003845.875000 Penalty: 3045.329834
	Iteration 48Q: 3 clusters Score -1003846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1003845.875000 Penalty: 3045.329834
	Iteration 49F: 3 clusters Score -1003846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -157358.593750 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -157358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155289.750000 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -155289.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -155761.859375 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -155761.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -155900.875000 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -155900.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -156012.718750 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -156012.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -156101.453125 Penalty: 2467.354980
	Iteration 4Q: 3 clusters Score -156101.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -156164.921875 Penalty: 2467.354980
	Iteration 5Q: 3 clusters Score -156164.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -156212.734375 Penalty: 2467.354980
	Iteration 6Q: 3 clusters Score -156212.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -156256.359375 Penalty: 2467.354980
	Iteration 7Q: 3 clusters Score -156256.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -156295.796875 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -156295.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -156335.546875 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -156335.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -156373.390625 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -156373.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -156415.671875 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -156415.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -156465.359375 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -156465.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -156501.093750 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -156501.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -156526.093750 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -156526.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -156552.265625 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -156552.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -156583.046875 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -156583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -156619.875000 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -156619.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -156644.234375 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -156644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -156660.906250 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -156660.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -156674.656250 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -156674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -156678.390625 Penalty: 2467.354980
	Iteration 21Q: 3 clusters Score -156678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -156680.250000 Penalty: 2467.354980
	Iteration 22Q: 3 clusters Score -156680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -156680.250000 Penalty: 2467.354980
	Iteration 23F: 3 clusters Score -156680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -64241.046875 Penalty: 1079.192017
	Iteration 0F: 2 clusters Score -64241.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62942.613281 Penalty: 2158.384033
	Iteration 0F: 3 clusters Score -62942.61 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63121.523438 Penalty: 2158.384033
	Iteration 1F: 3 clusters Score -63121.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63202.937500 Penalty: 2158.384033
	Iteration 2F: 3 clusters Score -63202.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63229.289062 Penalty: 2158.384033
	Iteration 3Q: 3 clusters Score -63229.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63243.371094 Penalty: 2158.384033
	Iteration 4Q: 3 clusters Score -63243.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63256.925781 Penalty: 2158.384033
	Iteration 5Q: 3 clusters Score -63256.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63265.824219 Penalty: 2158.384033
	Iteration 6Q: 3 clusters Score -63265.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63269.402344 Penalty: 2158.384033
	Iteration 7Q: 3 clusters Score -63269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63272.937500 Penalty: 2158.384033
	Iteration 8Q: 3 clusters Score -63272.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63275.007812 Penalty: 2158.384033
	Iteration 9Q: 3 clusters Score -63275.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63282.074219 Penalty: 2158.384033
	Iteration 10Q: 3 clusters Score -63282.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63286.925781 Penalty: 2158.384033
	Iteration 11Q: 3 clusters Score -63286.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63293.058594 Penalty: 2158.384033
	Iteration 12Q: 3 clusters Score -63293.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63299.574219 Penalty: 2158.384033
	Iteration 13Q: 3 clusters Score -63299.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63304.421875 Penalty: 2158.384033
	Iteration 14Q: 3 clusters Score -63304.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63306.460938 Penalty: 2158.384033
	Iteration 15Q: 3 clusters Score -63306.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63306.953125 Penalty: 2158.384033
	Iteration 16Q: 3 clusters Score -63306.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63306.953125 Penalty: 2158.384033
	Iteration 17F: 3 clusters Score -63306.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -68373.210938 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -68373.21 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 415 members 
Entering Unmasked Estep 
Score: -67016.132812 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -67016.13 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67235.398438 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -67235.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67315.757812 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -67315.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67361.195312 Penalty: 2188.355469
	Iteration 3Q: 3 clusters Score -67361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67385.250000 Penalty: 2188.355469
	Iteration 4Q: 3 clusters Score -67385.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67398.484375 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -67398.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67409.679688 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -67409.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67420.164062 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -67420.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67425.617188 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -67425.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67430.789062 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -67430.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67433.265625 Penalty: 2188.355469
	Iteration 10Q: 3 clusters Score -67433.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67435.015625 Penalty: 2188.355469
	Iteration 11Q: 3 clusters Score -67435.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67437.070312 Penalty: 2188.355469
	Iteration 12Q: 3 clusters Score -67437.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67439.562500 Penalty: 2188.355469
	Iteration 13Q: 3 clusters Score -67439.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67442.921875 Penalty: 2188.355469
	Iteration 14Q: 3 clusters Score -67442.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67444.968750 Penalty: 2188.355469
	Iteration 15Q: 3 clusters Score -67444.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67445.859375 Penalty: 2188.355469
	Iteration 16Q: 3 clusters Score -67445.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67446.578125 Penalty: 2188.355469
	Iteration 17Q: 3 clusters Score -67446.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67447.085938 Penalty: 2188.355469
	Iteration 18Q: 3 clusters Score -67447.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67447.085938 Penalty: 2188.355469
	Iteration 19F: 3 clusters Score -67447.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158718 members 
Entering Unmasked Estep 
Score: -13714745.000000 Penalty: 1945.918701
	Iteration 0F: 2 clusters Score -1.371474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -13608506.000000 Penalty: 3891.837402
	Iteration 0F: 3 clusters Score -1.360851e+07 nChanged 76664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -13654765.000000 Penalty: 3891.837402
	Iteration 1F: 3 clusters Score -1.365476e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -13658542.000000 Penalty: 3891.837402
	Iteration 2Q: 3 clusters Score -1.365854e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -13664164.000000 Penalty: 3891.837402
	Iteration 3F: 3 clusters Score -1.366416e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -13671969.000000 Penalty: 3891.837402
	Iteration 4F: 3 clusters Score -1.367197e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -13680844.000000 Penalty: 3891.837402
	Iteration 5F: 3 clusters Score -1.368084e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128459 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -13689531.000000 Penalty: 3891.837402
	Iteration 6F: 3 clusters Score -1.368953e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -13696960.000000 Penalty: 3891.837402
	Iteration 7F: 3 clusters Score -1.369696e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -13703200.000000 Penalty: 3891.837402
	Iteration 8Q: 3 clusters Score -1.37032e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -13707521.000000 Penalty: 3891.837402
	Iteration 9Q: 3 clusters Score -1.370752e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -13710284.000000 Penalty: 3891.837402
	Iteration 10Q: 3 clusters Score -1.371028e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -13711708.000000 Penalty: 3891.837402
	Iteration 11Q: 3 clusters Score -1.371171e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13712377.000000 Penalty: 3891.837402
	Iteration 12Q: 3 clusters Score -1.371238e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13712692.000000 Penalty: 3891.837402
	Iteration 13Q: 3 clusters Score -1.371269e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13712850.000000 Penalty: 3891.837402
	Iteration 14Q: 3 clusters Score -1.371285e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13712919.000000 Penalty: 3891.837402
	Iteration 15Q: 3 clusters Score -1.371292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13713034.000000 Penalty: 3891.837402
	Iteration 16Q: 3 clusters Score -1.371303e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157911 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13713059.000000 Penalty: 3891.837402
	Iteration 17Q: 3 clusters Score -1.371306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157953 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13713081.000000 Penalty: 3891.837402
	Iteration 18Q: 3 clusters Score -1.371308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13713104.000000 Penalty: 3891.837402
	Iteration 19Q: 3 clusters Score -1.37131e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13713142.000000 Penalty: 3891.837402
	Iteration 20F: 3 clusters Score -1.371314e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13713180.000000 Penalty: 3891.837402
	Iteration 21Q: 3 clusters Score -1.371318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13713205.000000 Penalty: 3891.837402
	Iteration 22Q: 3 clusters Score -1.37132e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -13713267.000000 Penalty: 3891.837402
	Iteration 23Q: 3 clusters Score -1.371327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13713283.000000 Penalty: 3891.837402
	Iteration 24Q: 3 clusters Score -1.371328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13713297.000000 Penalty: 3891.837402
	Iteration 25Q: 3 clusters Score -1.37133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13713318.000000 Penalty: 3891.837402
	Iteration 26Q: 3 clusters Score -1.371332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158055 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13713318.000000 Penalty: 3891.837402
	Iteration 27Q: 3 clusters Score -1.371332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13713339.000000 Penalty: 3891.837402
	Iteration 28Q: 3 clusters Score -1.371334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158043 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13713351.000000 Penalty: 3891.837402
	Iteration 29Q: 3 clusters Score -1.371335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13713360.000000 Penalty: 3891.837402
	Iteration 30Q: 3 clusters Score -1.371336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13713375.000000 Penalty: 3891.837402
	Iteration 31Q: 3 clusters Score -1.371338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13713390.000000 Penalty: 3891.837402
	Iteration 32Q: 3 clusters Score -1.371339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13713397.000000 Penalty: 3891.837402
	Iteration 33Q: 3 clusters Score -1.37134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13713395.000000 Penalty: 3891.837402
	Iteration 34Q: 3 clusters Score -1.37134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13713407.000000 Penalty: 3891.837402
	Iteration 35Q: 3 clusters Score -1.371341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13713413.000000 Penalty: 3891.837402
	Iteration 36Q: 3 clusters Score -1.371341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13713433.000000 Penalty: 3891.837402
	Iteration 37Q: 3 clusters Score -1.371343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13713434.000000 Penalty: 3891.837402
	Iteration 38Q: 3 clusters Score -1.371343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13713448.000000 Penalty: 3891.837402
	Iteration 39Q: 3 clusters Score -1.371345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13713456.000000 Penalty: 3891.837402
	Iteration 40F: 3 clusters Score -1.371346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13713479.000000 Penalty: 3891.837402
	Iteration 41Q: 3 clusters Score -1.371348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13713473.000000 Penalty: 3891.837402
	Iteration 42Q: 3 clusters Score -1.371347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13713472.000000 Penalty: 3891.837402
	Iteration 43Q: 3 clusters Score -1.371347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13713469.000000 Penalty: 3891.837402
	Iteration 44Q: 3 clusters Score -1.371347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13713486.000000 Penalty: 3891.837402
	Iteration 45Q: 3 clusters Score -1.371349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13713485.000000 Penalty: 3891.837402
	Iteration 46Q: 3 clusters Score -1.371348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -13713495.000000 Penalty: 3891.837402
	Iteration 47Q: 3 clusters Score -1.37135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158034 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -13713492.000000 Penalty: 3891.837402
	Iteration 48Q: 3 clusters Score -1.371349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13713502.000000 Penalty: 3891.837402
	Iteration 49Q: 3 clusters Score -1.37135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13713508.000000 Penalty: 3891.837402
	Iteration 50Q: 3 clusters Score -1.371351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13713505.000000 Penalty: 3891.837402
	Iteration 51Q: 3 clusters Score -1.37135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13713512.000000 Penalty: 3891.837402
	Iteration 52Q: 3 clusters Score -1.371351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13713508.000000 Penalty: 3891.837402
	Iteration 53Q: 3 clusters Score -1.371351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13713513.000000 Penalty: 3891.837402
	Iteration 54Q: 3 clusters Score -1.371351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13713520.000000 Penalty: 3891.837402
	Iteration 55Q: 3 clusters Score -1.371352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13713517.000000 Penalty: 3891.837402
	Iteration 56Q: 3 clusters Score -1.371352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13713523.000000 Penalty: 3891.837402
	Iteration 57Q: 3 clusters Score -1.371352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13713523.000000 Penalty: 3891.837402
	Iteration 58F: 3 clusters Score -1.371352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Entering Unmasked Estep 
Score: -1850088.000000 Penalty: 1622.213623
	Iteration 0F: 2 clusters Score -1850088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1835359.000000 Penalty: 3244.427246
	Iteration 0F: 3 clusters Score -1835359 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1840826.875000 Penalty: 3244.427246
	Iteration 1F: 3 clusters Score -1840827 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1841301.125000 Penalty: 3244.427246
	Iteration 2Q: 3 clusters Score -1841301 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1841772.750000 Penalty: 3244.427246
	Iteration 3F: 3 clusters Score -1841773 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1842215.875000 Penalty: 3244.427246
	Iteration 4Q: 3 clusters Score -1842216 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1842623.250000 Penalty: 3244.427246
	Iteration 5Q: 3 clusters Score -1842623 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1843036.125000 Penalty: 3244.427246
	Iteration 6Q: 3 clusters Score -1843036 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1843464.875000 Penalty: 3244.427246
	Iteration 7Q: 3 clusters Score -1843465 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1843955.750000 Penalty: 3244.427246
	Iteration 8Q: 3 clusters Score -1843956 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1844585.500000 Penalty: 3244.427246
	Iteration 9Q: 3 clusters Score -1844586 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1845373.875000 Penalty: 3244.427246
	Iteration 10F: 3 clusters Score -1845374 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1846218.625000 Penalty: 3244.427246
	Iteration 11Q: 3 clusters Score -1846219 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1846892.375000 Penalty: 3244.427246
	Iteration 12Q: 3 clusters Score -1846892 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1847339.000000 Penalty: 3244.427246
	Iteration 13Q: 3 clusters Score -1847339 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1847639.625000 Penalty: 3244.427246
	Iteration 14Q: 3 clusters Score -1847640 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1847829.625000 Penalty: 3244.427246
	Iteration 15Q: 3 clusters Score -1847830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1847984.375000 Penalty: 3244.427246
	Iteration 16Q: 3 clusters Score -1847984 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1848132.500000 Penalty: 3244.427246
	Iteration 17Q: 3 clusters Score -1848132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1848266.125000 Penalty: 3244.427246
	Iteration 18Q: 3 clusters Score -1848266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1848373.375000 Penalty: 3244.427246
	Iteration 19Q: 3 clusters Score -1848373 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1848466.750000 Penalty: 3244.427246
	Iteration 20F: 3 clusters Score -1848467 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1848543.000000 Penalty: 3244.427246
	Iteration 21Q: 3 clusters Score -1848543 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1848606.750000 Penalty: 3244.427246
	Iteration 22Q: 3 clusters Score -1848607 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1848662.125000 Penalty: 3244.427246
	Iteration 23Q: 3 clusters Score -1848662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1848709.125000 Penalty: 3244.427246
	Iteration 24Q: 3 clusters Score -1848709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1848746.375000 Penalty: 3244.427246
	Iteration 25Q: 3 clusters Score -1848746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1848768.625000 Penalty: 3244.427246
	Iteration 26Q: 3 clusters Score -1848769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1848804.375000 Penalty: 3244.427246
	Iteration 27Q: 3 clusters Score -1848804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1848827.500000 Penalty: 3244.427246
	Iteration 28Q: 3 clusters Score -1848828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1848862.000000 Penalty: 3244.427246
	Iteration 29Q: 3 clusters Score -1848862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1848890.375000 Penalty: 3244.427246
	Iteration 30Q: 3 clusters Score -1848890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1848918.500000 Penalty: 3244.427246
	Iteration 31Q: 3 clusters Score -1848918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1848940.000000 Penalty: 3244.427246
	Iteration 32Q: 3 clusters Score -1848940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1848966.000000 Penalty: 3244.427246
	Iteration 33Q: 3 clusters Score -1848966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1848988.625000 Penalty: 3244.427246
	Iteration 34Q: 3 clusters Score -1848989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1849006.250000 Penalty: 3244.427246
	Iteration 35Q: 3 clusters Score -1849006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1849017.375000 Penalty: 3244.427246
	Iteration 36Q: 3 clusters Score -1849017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1849037.375000 Penalty: 3244.427246
	Iteration 37Q: 3 clusters Score -1849037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1849053.625000 Penalty: 3244.427246
	Iteration 38Q: 3 clusters Score -1849054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1849067.375000 Penalty: 3244.427246
	Iteration 39Q: 3 clusters Score -1849067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1849082.000000 Penalty: 3244.427246
	Iteration 40F: 3 clusters Score -1849082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1849090.750000 Penalty: 3244.427246
	Iteration 41Q: 3 clusters Score -1849091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1849093.000000 Penalty: 3244.427246
	Iteration 42Q: 3 clusters Score -1849093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1849096.875000 Penalty: 3244.427246
	Iteration 43Q: 3 clusters Score -1849097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1849103.500000 Penalty: 3244.427246
	Iteration 44Q: 3 clusters Score -1849104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1849106.750000 Penalty: 3244.427246
	Iteration 45Q: 3 clusters Score -1849107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1849107.000000 Penalty: 3244.427246
	Iteration 46Q: 3 clusters Score -1849107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1849104.125000 Penalty: 3244.427246
	Iteration 47Q: 3 clusters Score -1849104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1849108.000000 Penalty: 3244.427246
	Iteration 48Q: 3 clusters Score -1849108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1849108.375000 Penalty: 3244.427246
	Iteration 49Q: 3 clusters Score -1849108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1849108.875000 Penalty: 3244.427246
	Iteration 50Q: 3 clusters Score -1849109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1849110.375000 Penalty: 3244.427246
	Iteration 51Q: 3 clusters Score -1849110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1849111.000000 Penalty: 3244.427246
	Iteration 52Q: 3 clusters Score -1849111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1849114.875000 Penalty: 3244.427246
	Iteration 53Q: 3 clusters Score -1849115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1849114.375000 Penalty: 3244.427246
	Iteration 54Q: 3 clusters Score -1849114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1849116.125000 Penalty: 3244.427246
	Iteration 55Q: 3 clusters Score -1849116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1849119.000000 Penalty: 3244.427246
	Iteration 56Q: 3 clusters Score -1849119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1849117.000000 Penalty: 3244.427246
	Iteration 57Q: 3 clusters Score -1849117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1849118.750000 Penalty: 3244.427246
	Iteration 58Q: 3 clusters Score -1849119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1849117.250000 Penalty: 3244.427246
	Iteration 59Q: 3 clusters Score -1849117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1849115.875000 Penalty: 3244.427246
	Iteration 60F: 3 clusters Score -1849116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1849121.250000 Penalty: 3244.427246
	Iteration 61Q: 3 clusters Score -1849121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1849124.375000 Penalty: 3244.427246
	Iteration 62Q: 3 clusters Score -1849124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1849123.125000 Penalty: 3244.427246
	Iteration 63Q: 3 clusters Score -1849123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1849122.000000 Penalty: 3244.427246
	Iteration 64Q: 3 clusters Score -1849122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1849120.500000 Penalty: 3244.427246
	Iteration 65Q: 3 clusters Score -1849120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1849121.375000 Penalty: 3244.427246
	Iteration 66Q: 3 clusters Score -1849121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1849124.375000 Penalty: 3244.427246
	Iteration 67Q: 3 clusters Score -1849124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1849124.125000 Penalty: 3244.427246
	Iteration 68Q: 3 clusters Score -1849124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1849124.375000 Penalty: 3244.427246
	Iteration 69Q: 3 clusters Score -1849124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1849124.375000 Penalty: 3244.427246
	Iteration 70Q: 3 clusters Score -1849124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1849125.375000 Penalty: 3244.427246
	Iteration 71Q: 3 clusters Score -1849125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1849126.375000 Penalty: 3244.427246
	Iteration 72Q: 3 clusters Score -1849126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1849122.875000 Penalty: 3244.427246
	Iteration 73Q: 3 clusters Score -1849123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1849124.000000 Penalty: 3244.427246
	Iteration 74Q: 3 clusters Score -1849124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1849124.125000 Penalty: 3244.427246
	Iteration 75Q: 3 clusters Score -1849124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1849125.750000 Penalty: 3244.427246
	Iteration 76Q: 3 clusters Score -1849126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1849127.125000 Penalty: 3244.427246
	Iteration 77Q: 3 clusters Score -1849127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1849125.500000 Penalty: 3244.427246
	Iteration 78Q: 3 clusters Score -1849126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1849128.750000 Penalty: 3244.427246
	Iteration 79Q: 3 clusters Score -1849129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1849130.875000 Penalty: 3244.427246
	Iteration 80F: 3 clusters Score -1849131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1849130.125000 Penalty: 3244.427246
	Iteration 81Q: 3 clusters Score -1849130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1849130.250000 Penalty: 3244.427246
	Iteration 82Q: 3 clusters Score -1849130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1849131.375000 Penalty: 3244.427246
	Iteration 83Q: 3 clusters Score -1849131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1849132.625000 Penalty: 3244.427246
	Iteration 84Q: 3 clusters Score -1849133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1849131.750000 Penalty: 3244.427246
	Iteration 85Q: 3 clusters Score -1849132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1849132.500000 Penalty: 3244.427246
	Iteration 86Q: 3 clusters Score -1849132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1849133.500000 Penalty: 3244.427246
	Iteration 87Q: 3 clusters Score -1849134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1849132.875000 Penalty: 3244.427246
	Iteration 88Q: 3 clusters Score -1849133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1849133.625000 Penalty: 3244.427246
	Iteration 89Q: 3 clusters Score -1849134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1849132.875000 Penalty: 3244.427246
	Iteration 90Q: 3 clusters Score -1849133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1849131.500000 Penalty: 3244.427246
	Iteration 91Q: 3 clusters Score -1849132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1849131.250000 Penalty: 3244.427246
	Iteration 92Q: 3 clusters Score -1849131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1849132.375000 Penalty: 3244.427246
	Iteration 93Q: 3 clusters Score -1849132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1849133.875000 Penalty: 3244.427246
	Iteration 94Q: 3 clusters Score -1849134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1849133.250000 Penalty: 3244.427246
	Iteration 95Q: 3 clusters Score -1849133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1849132.875000 Penalty: 3244.427246
	Iteration 96Q: 3 clusters Score -1849133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1849132.875000 Penalty: 3244.427246
	Iteration 97F: 3 clusters Score -1849133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Entering Unmasked Estep 
Score: -1316853.375000 Penalty: 1568.712402
	Iteration 0F: 2 clusters Score -1316853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1306145.500000 Penalty: 3137.424805
	Iteration 0F: 3 clusters Score -1306146 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1309814.125000 Penalty: 3137.424805
	Iteration 1F: 3 clusters Score -1309814 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1310134.000000 Penalty: 3137.424805
	Iteration 2F: 3 clusters Score -1310134 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1310446.750000 Penalty: 3137.424805
	Iteration 3F: 3 clusters Score -1310447 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1310765.125000 Penalty: 3137.424805
	Iteration 4Q: 3 clusters Score -1310765 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1311144.750000 Penalty: 3137.424805
	Iteration 5Q: 3 clusters Score -1311145 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1311540.500000 Penalty: 3137.424805
	Iteration 6Q: 3 clusters Score -1311540 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1311994.875000 Penalty: 3137.424805
	Iteration 7Q: 3 clusters Score -1311995 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1312463.500000 Penalty: 3137.424805
	Iteration 8Q: 3 clusters Score -1312464 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1312976.000000 Penalty: 3137.424805
	Iteration 9Q: 3 clusters Score -1312976 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1313481.250000 Penalty: 3137.424805
	Iteration 10Q: 3 clusters Score -1313481 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1313878.750000 Penalty: 3137.424805
	Iteration 11Q: 3 clusters Score -1313879 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1314150.750000 Penalty: 3137.424805
	Iteration 12Q: 3 clusters Score -1314151 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1314389.125000 Penalty: 3137.424805
	Iteration 13Q: 3 clusters Score -1314389 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1314580.500000 Penalty: 3137.424805
	Iteration 14Q: 3 clusters Score -1314580 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1314731.750000 Penalty: 3137.424805
	Iteration 15Q: 3 clusters Score -1314732 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1314832.875000 Penalty: 3137.424805
	Iteration 16Q: 3 clusters Score -1314833 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1314923.125000 Penalty: 3137.424805
	Iteration 17Q: 3 clusters Score -1314923 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1314995.000000 Penalty: 3137.424805
	Iteration 18Q: 3 clusters Score -1314995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1315053.500000 Penalty: 3137.424805
	Iteration 19Q: 3 clusters Score -1315054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1315109.125000 Penalty: 3137.424805
	Iteration 20F: 3 clusters Score -1315109 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1315157.375000 Penalty: 3137.424805
	Iteration 21Q: 3 clusters Score -1315157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1315189.125000 Penalty: 3137.424805
	Iteration 22Q: 3 clusters Score -1315189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1315210.375000 Penalty: 3137.424805
	Iteration 23Q: 3 clusters Score -1315210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1315237.375000 Penalty: 3137.424805
	Iteration 24Q: 3 clusters Score -1315237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1315266.250000 Penalty: 3137.424805
	Iteration 25Q: 3 clusters Score -1315266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1315290.125000 Penalty: 3137.424805
	Iteration 26Q: 3 clusters Score -1315290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1315314.125000 Penalty: 3137.424805
	Iteration 27Q: 3 clusters Score -1315314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1315332.750000 Penalty: 3137.424805
	Iteration 28Q: 3 clusters Score -1315333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1315349.125000 Penalty: 3137.424805
	Iteration 29Q: 3 clusters Score -1315349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1315376.625000 Penalty: 3137.424805
	Iteration 30Q: 3 clusters Score -1315377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1315404.000000 Penalty: 3137.424805
	Iteration 31Q: 3 clusters Score -1315404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1315420.625000 Penalty: 3137.424805
	Iteration 32Q: 3 clusters Score -1315421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1315436.875000 Penalty: 3137.424805
	Iteration 33Q: 3 clusters Score -1315437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1315453.250000 Penalty: 3137.424805
	Iteration 34Q: 3 clusters Score -1315453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1315462.000000 Penalty: 3137.424805
	Iteration 35Q: 3 clusters Score -1315462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1315468.625000 Penalty: 3137.424805
	Iteration 36Q: 3 clusters Score -1315469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1315484.500000 Penalty: 3137.424805
	Iteration 37Q: 3 clusters Score -1315484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1315490.000000 Penalty: 3137.424805
	Iteration 38Q: 3 clusters Score -1315490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1315499.625000 Penalty: 3137.424805
	Iteration 39Q: 3 clusters Score -1315500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1315503.750000 Penalty: 3137.424805
	Iteration 40F: 3 clusters Score -1315504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1315508.750000 Penalty: 3137.424805
	Iteration 41Q: 3 clusters Score -1315509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1315515.750000 Penalty: 3137.424805
	Iteration 42Q: 3 clusters Score -1315516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1315524.625000 Penalty: 3137.424805
	Iteration 43Q: 3 clusters Score -1315525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1315537.625000 Penalty: 3137.424805
	Iteration 44Q: 3 clusters Score -1315538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1315539.375000 Penalty: 3137.424805
	Iteration 45Q: 3 clusters Score -1315539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1315545.500000 Penalty: 3137.424805
	Iteration 46Q: 3 clusters Score -1315546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1315542.875000 Penalty: 3137.424805
	Iteration 47Q: 3 clusters Score -1315543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1315547.750000 Penalty: 3137.424805
	Iteration 48Q: 3 clusters Score -1315548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1315553.000000 Penalty: 3137.424805
	Iteration 49Q: 3 clusters Score -1315553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1315555.750000 Penalty: 3137.424805
	Iteration 50Q: 3 clusters Score -1315556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1315557.000000 Penalty: 3137.424805
	Iteration 51Q: 3 clusters Score -1315557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1315559.500000 Penalty: 3137.424805
	Iteration 52Q: 3 clusters Score -1315560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1315566.875000 Penalty: 3137.424805
	Iteration 53Q: 3 clusters Score -1315567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1315567.000000 Penalty: 3137.424805
	Iteration 54Q: 3 clusters Score -1315567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1315564.875000 Penalty: 3137.424805
	Iteration 55Q: 3 clusters Score -1315565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1315566.750000 Penalty: 3137.424805
	Iteration 56Q: 3 clusters Score -1315567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1315565.500000 Penalty: 3137.424805
	Iteration 57Q: 3 clusters Score -1315566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1315566.250000 Penalty: 3137.424805
	Iteration 58Q: 3 clusters Score -1315566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1315565.750000 Penalty: 3137.424805
	Iteration 59Q: 3 clusters Score -1315566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1315568.625000 Penalty: 3137.424805
	Iteration 60F: 3 clusters Score -1315569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315566.125000 Penalty: 3137.424805
	Iteration 61Q: 3 clusters Score -1315566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315567.625000 Penalty: 3137.424805
	Iteration 62Q: 3 clusters Score -1315568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315566.750000 Penalty: 3137.424805
	Iteration 63Q: 3 clusters Score -1315567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1315566.125000 Penalty: 3137.424805
	Iteration 64Q: 3 clusters Score -1315566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315566.875000 Penalty: 3137.424805
	Iteration 65Q: 3 clusters Score -1315567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315567.500000 Penalty: 3137.424805
	Iteration 66Q: 3 clusters Score -1315568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315569.625000 Penalty: 3137.424805
	Iteration 67Q: 3 clusters Score -1315570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1315568.250000 Penalty: 3137.424805
	Iteration 68Q: 3 clusters Score -1315568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1315568.875000 Penalty: 3137.424805
	Iteration 69Q: 3 clusters Score -1315569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1315567.250000 Penalty: 3137.424805
	Iteration 70Q: 3 clusters Score -1315567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1315567.750000 Penalty: 3137.424805
	Iteration 71Q: 3 clusters Score -1315568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1315568.125000 Penalty: 3137.424805
	Iteration 72Q: 3 clusters Score -1315568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1315568.125000 Penalty: 3137.424805
	Iteration 73F: 3 clusters Score -1315568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Entering Unmasked Estep 
Score: -998318.437500 Penalty: 1525.015991
	Iteration 0F: 2 clusters Score -998318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -989887.812500 Penalty: 3050.031982
	Iteration 0F: 3 clusters Score -989887.8 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -993085.937500 Penalty: 3050.031982
	Iteration 1F: 3 clusters Score -993085.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -993650.375000 Penalty: 3050.031982
	Iteration 2F: 3 clusters Score -993650.4 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -994164.250000 Penalty: 3050.031982
	Iteration 3F: 3 clusters Score -994164.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -994569.437500 Penalty: 3050.031982
	Iteration 4F: 3 clusters Score -994569.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -994900.937500 Penalty: 3050.031982
	Iteration 5Q: 3 clusters Score -994900.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -995188.187500 Penalty: 3050.031982
	Iteration 6Q: 3 clusters Score -995188.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -995396.437500 Penalty: 3050.031982
	Iteration 7Q: 3 clusters Score -995396.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -995600.125000 Penalty: 3050.031982
	Iteration 8Q: 3 clusters Score -995600.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -995776.000000 Penalty: 3050.031982
	Iteration 9Q: 3 clusters Score -995776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -995942.687500 Penalty: 3050.031982
	Iteration 10Q: 3 clusters Score -995942.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -996075.312500 Penalty: 3050.031982
	Iteration 11Q: 3 clusters Score -996075.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -996198.125000 Penalty: 3050.031982
	Iteration 12Q: 3 clusters Score -996198.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -996291.187500 Penalty: 3050.031982
	Iteration 13Q: 3 clusters Score -996291.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -996358.250000 Penalty: 3050.031982
	Iteration 14Q: 3 clusters Score -996358.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -996423.312500 Penalty: 3050.031982
	Iteration 15Q: 3 clusters Score -996423.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -996497.500000 Penalty: 3050.031982
	Iteration 16Q: 3 clusters Score -996497.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -996568.312500 Penalty: 3050.031982
	Iteration 17Q: 3 clusters Score -996568.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -996619.187500 Penalty: 3050.031982
	Iteration 18Q: 3 clusters Score -996619.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -996648.375000 Penalty: 3050.031982
	Iteration 19Q: 3 clusters Score -996648.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -996681.312500 Penalty: 3050.031982
	Iteration 20F: 3 clusters Score -996681.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -996707.562500 Penalty: 3050.031982
	Iteration 21Q: 3 clusters Score -996707.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -996727.437500 Penalty: 3050.031982
	Iteration 22Q: 3 clusters Score -996727.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -996746.937500 Penalty: 3050.031982
	Iteration 23Q: 3 clusters Score -996746.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -996768.187500 Penalty: 3050.031982
	Iteration 24Q: 3 clusters Score -996768.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -996785.125000 Penalty: 3050.031982
	Iteration 25Q: 3 clusters Score -996785.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -996804.687500 Penalty: 3050.031982
	Iteration 26Q: 3 clusters Score -996804.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -996828.312500 Penalty: 3050.031982
	Iteration 27Q: 3 clusters Score -996828.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -996849.250000 Penalty: 3050.031982
	Iteration 28Q: 3 clusters Score -996849.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -996868.500000 Penalty: 3050.031982
	Iteration 29Q: 3 clusters Score -996868.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -996887.000000 Penalty: 3050.031982
	Iteration 30Q: 3 clusters Score -996887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -996902.187500 Penalty: 3050.031982
	Iteration 31Q: 3 clusters Score -996902.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -996919.062500 Penalty: 3050.031982
	Iteration 32Q: 3 clusters Score -996919.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -996930.062500 Penalty: 3050.031982
	Iteration 33Q: 3 clusters Score -996930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -996934.312500 Penalty: 3050.031982
	Iteration 34Q: 3 clusters Score -996934.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -996941.625000 Penalty: 3050.031982
	Iteration 35Q: 3 clusters Score -996941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -996947.500000 Penalty: 3050.031982
	Iteration 36Q: 3 clusters Score -996947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -996948.937500 Penalty: 3050.031982
	Iteration 37Q: 3 clusters Score -996948.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -996955.625000 Penalty: 3050.031982
	Iteration 38Q: 3 clusters Score -996955.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -996962.562500 Penalty: 3050.031982
	Iteration 39Q: 3 clusters Score -996962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -996964.187500 Penalty: 3050.031982
	Iteration 40F: 3 clusters Score -996964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -996968.750000 Penalty: 3050.031982
	Iteration 41Q: 3 clusters Score -996968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -996971.500000 Penalty: 3050.031982
	Iteration 42Q: 3 clusters Score -996971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -996974.375000 Penalty: 3050.031982
	Iteration 43Q: 3 clusters Score -996974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -996975.562500 Penalty: 3050.031982
	Iteration 44Q: 3 clusters Score -996975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -996975.687500 Penalty: 3050.031982
	Iteration 45Q: 3 clusters Score -996975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -996977.187500 Penalty: 3050.031982
	Iteration 46Q: 3 clusters Score -996977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -996978.562500 Penalty: 3050.031982
	Iteration 47Q: 3 clusters Score -996978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -996979.187500 Penalty: 3050.031982
	Iteration 48Q: 3 clusters Score -996979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -996980.375000 Penalty: 3050.031982
	Iteration 49Q: 3 clusters Score -996980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -996980.500000 Penalty: 3050.031982
	Iteration 50Q: 3 clusters Score -996980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -996980.500000 Penalty: 3050.031982
	Iteration 51F: 3 clusters Score -996980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Entering Unmasked Estep 
Score: -1234222.750000 Penalty: 1555.301636
	Iteration 0F: 2 clusters Score -1234223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1224245.125000 Penalty: 3110.603271
	Iteration 0F: 3 clusters Score -1224245 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1227647.125000 Penalty: 3110.603271
	Iteration 1F: 3 clusters Score -1227647 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1227933.875000 Penalty: 3110.603271
	Iteration 2F: 3 clusters Score -1227934 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1228179.875000 Penalty: 3110.603271
	Iteration 3Q: 3 clusters Score -1228180 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1228403.875000 Penalty: 3110.603271
	Iteration 4Q: 3 clusters Score -1228404 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1228635.125000 Penalty: 3110.603271
	Iteration 5Q: 3 clusters Score -1228635 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1228871.500000 Penalty: 3110.603271
	Iteration 6Q: 3 clusters Score -1228872 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1229105.750000 Penalty: 3110.603271
	Iteration 7Q: 3 clusters Score -1229106 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1229310.250000 Penalty: 3110.603271
	Iteration 8Q: 3 clusters Score -1229310 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1229519.500000 Penalty: 3110.603271
	Iteration 9Q: 3 clusters Score -1229520 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1229755.375000 Penalty: 3110.603271
	Iteration 10Q: 3 clusters Score -1229755 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1230069.875000 Penalty: 3110.603271
	Iteration 11Q: 3 clusters Score -1230070 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1230462.750000 Penalty: 3110.603271
	Iteration 12Q: 3 clusters Score -1230463 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1230841.000000 Penalty: 3110.603271
	Iteration 13Q: 3 clusters Score -1230841 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1231094.500000 Penalty: 3110.603271
	Iteration 14Q: 3 clusters Score -1231094 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1231287.000000 Penalty: 3110.603271
	Iteration 15Q: 3 clusters Score -1231287 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1231458.250000 Penalty: 3110.603271
	Iteration 16Q: 3 clusters Score -1231458 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1231588.625000 Penalty: 3110.603271
	Iteration 17Q: 3 clusters Score -1231589 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1231709.125000 Penalty: 3110.603271
	Iteration 18Q: 3 clusters Score -1231709 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1231842.625000 Penalty: 3110.603271
	Iteration 19Q: 3 clusters Score -1231843 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1231963.250000 Penalty: 3110.603271
	Iteration 20F: 3 clusters Score -1231963 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1232076.500000 Penalty: 3110.603271
	Iteration 21Q: 3 clusters Score -1232076 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1232193.000000 Penalty: 3110.603271
	Iteration 22Q: 3 clusters Score -1232193 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1232322.500000 Penalty: 3110.603271
	Iteration 23Q: 3 clusters Score -1232322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1232439.000000 Penalty: 3110.603271
	Iteration 24Q: 3 clusters Score -1232439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1232522.750000 Penalty: 3110.603271
	Iteration 25Q: 3 clusters Score -1232523 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1232581.000000 Penalty: 3110.603271
	Iteration 26Q: 3 clusters Score -1232581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1232619.000000 Penalty: 3110.603271
	Iteration 27Q: 3 clusters Score -1232619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1232643.875000 Penalty: 3110.603271
	Iteration 28Q: 3 clusters Score -1232644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1232656.625000 Penalty: 3110.603271
	Iteration 29Q: 3 clusters Score -1232657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1232671.875000 Penalty: 3110.603271
	Iteration 30Q: 3 clusters Score -1232672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1232689.875000 Penalty: 3110.603271
	Iteration 31Q: 3 clusters Score -1232690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1232694.000000 Penalty: 3110.603271
	Iteration 32Q: 3 clusters Score -1232694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1232701.375000 Penalty: 3110.603271
	Iteration 33Q: 3 clusters Score -1232701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1232713.125000 Penalty: 3110.603271
	Iteration 34Q: 3 clusters Score -1232713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1232721.250000 Penalty: 3110.603271
	Iteration 35Q: 3 clusters Score -1232721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1232732.750000 Penalty: 3110.603271
	Iteration 36Q: 3 clusters Score -1232733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1232745.625000 Penalty: 3110.603271
	Iteration 37Q: 3 clusters Score -1232746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1232760.500000 Penalty: 3110.603271
	Iteration 38Q: 3 clusters Score -1232760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1232766.625000 Penalty: 3110.603271
	Iteration 39Q: 3 clusters Score -1232767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1232774.625000 Penalty: 3110.603271
	Iteration 40F: 3 clusters Score -1232775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1232778.125000 Penalty: 3110.603271
	Iteration 41Q: 3 clusters Score -1232778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1232780.250000 Penalty: 3110.603271
	Iteration 42Q: 3 clusters Score -1232780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1232787.625000 Penalty: 3110.603271
	Iteration 43Q: 3 clusters Score -1232788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1232793.250000 Penalty: 3110.603271
	Iteration 44Q: 3 clusters Score -1232793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1232798.125000 Penalty: 3110.603271
	Iteration 45Q: 3 clusters Score -1232798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1232800.125000 Penalty: 3110.603271
	Iteration 46Q: 3 clusters Score -1232800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1232804.750000 Penalty: 3110.603271
	Iteration 47Q: 3 clusters Score -1232805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1232806.875000 Penalty: 3110.603271
	Iteration 48Q: 3 clusters Score -1232807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1232812.625000 Penalty: 3110.603271
	Iteration 49Q: 3 clusters Score -1232813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1232816.750000 Penalty: 3110.603271
	Iteration 50Q: 3 clusters Score -1232817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1232820.500000 Penalty: 3110.603271
	Iteration 51Q: 3 clusters Score -1232820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1232824.375000 Penalty: 3110.603271
	Iteration 52Q: 3 clusters Score -1232824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1232822.875000 Penalty: 3110.603271
	Iteration 53Q: 3 clusters Score -1232823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1232824.250000 Penalty: 3110.603271
	Iteration 54Q: 3 clusters Score -1232824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1232829.000000 Penalty: 3110.603271
	Iteration 55Q: 3 clusters Score -1232829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1232830.750000 Penalty: 3110.603271
	Iteration 56Q: 3 clusters Score -1232831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1232840.875000 Penalty: 3110.603271
	Iteration 57Q: 3 clusters Score -1232841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1232843.750000 Penalty: 3110.603271
	Iteration 58Q: 3 clusters Score -1232844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1232849.000000 Penalty: 3110.603271
	Iteration 59Q: 3 clusters Score -1232849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1232853.125000 Penalty: 3110.603271
	Iteration 60F: 3 clusters Score -1232853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1232853.750000 Penalty: 3110.603271
	Iteration 61Q: 3 clusters Score -1232854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1232860.375000 Penalty: 3110.603271
	Iteration 62Q: 3 clusters Score -1232860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1232863.625000 Penalty: 3110.603271
	Iteration 63Q: 3 clusters Score -1232864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1232866.500000 Penalty: 3110.603271
	Iteration 64Q: 3 clusters Score -1232866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1232869.625000 Penalty: 3110.603271
	Iteration 65Q: 3 clusters Score -1232870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1232869.875000 Penalty: 3110.603271
	Iteration 66Q: 3 clusters Score -1232870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1232871.125000 Penalty: 3110.603271
	Iteration 67Q: 3 clusters Score -1232871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1232872.125000 Penalty: 3110.603271
	Iteration 68Q: 3 clusters Score -1232872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1232871.500000 Penalty: 3110.603271
	Iteration 69Q: 3 clusters Score -1232872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1232872.250000 Penalty: 3110.603271
	Iteration 70Q: 3 clusters Score -1232872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1232872.250000 Penalty: 3110.603271
	Iteration 71F: 3 clusters Score -1232872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Entering Unmasked Estep 
Score: -1427991.250000 Penalty: 1591.353882
	Iteration 0F: 2 clusters Score -1427991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1415712.875000 Penalty: 3182.707764
	Iteration 0F: 3 clusters Score -1415713 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1420398.375000 Penalty: 3182.707764
	Iteration 1F: 3 clusters Score -1420398 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1420987.875000 Penalty: 3182.707764
	Iteration 2F: 3 clusters Score -1420988 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1421545.875000 Penalty: 3182.707764
	Iteration 3F: 3 clusters Score -1421546 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1422131.500000 Penalty: 3182.707764
	Iteration 4F: 3 clusters Score -1422132 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1422708.375000 Penalty: 3182.707764
	Iteration 5F: 3 clusters Score -1422708 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1423317.750000 Penalty: 3182.707764
	Iteration 6Q: 3 clusters Score -1423318 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1423856.375000 Penalty: 3182.707764
	Iteration 7F: 3 clusters Score -1423856 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1424247.750000 Penalty: 3182.707764
	Iteration 8Q: 3 clusters Score -1424248 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1424499.250000 Penalty: 3182.707764
	Iteration 9Q: 3 clusters Score -1424499 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1424638.375000 Penalty: 3182.707764
	Iteration 10Q: 3 clusters Score -1424638 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1424721.750000 Penalty: 3182.707764
	Iteration 11Q: 3 clusters Score -1424722 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1424780.125000 Penalty: 3182.707764
	Iteration 12Q: 3 clusters Score -1424780 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1424811.000000 Penalty: 3182.707764
	Iteration 13Q: 3 clusters Score -1424811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1424841.500000 Penalty: 3182.707764
	Iteration 14Q: 3 clusters Score -1424842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1424857.875000 Penalty: 3182.707764
	Iteration 15Q: 3 clusters Score -1424858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1424876.125000 Penalty: 3182.707764
	Iteration 16Q: 3 clusters Score -1424876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1424883.875000 Penalty: 3182.707764
	Iteration 17Q: 3 clusters Score -1424884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1424903.625000 Penalty: 3182.707764
	Iteration 18Q: 3 clusters Score -1424904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1424917.750000 Penalty: 3182.707764
	Iteration 19Q: 3 clusters Score -1424918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1424925.125000 Penalty: 3182.707764
	Iteration 20F: 3 clusters Score -1424925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1424927.750000 Penalty: 3182.707764
	Iteration 21Q: 3 clusters Score -1424928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1424944.000000 Penalty: 3182.707764
	Iteration 22Q: 3 clusters Score -1424944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1424947.125000 Penalty: 3182.707764
	Iteration 23Q: 3 clusters Score -1424947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1424948.750000 Penalty: 3182.707764
	Iteration 24Q: 3 clusters Score -1424949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1424952.750000 Penalty: 3182.707764
	Iteration 25Q: 3 clusters Score -1424953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1424961.375000 Penalty: 3182.707764
	Iteration 26Q: 3 clusters Score -1424961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1424964.125000 Penalty: 3182.707764
	Iteration 27Q: 3 clusters Score -1424964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1424962.250000 Penalty: 3182.707764
	Iteration 28Q: 3 clusters Score -1424962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1424969.875000 Penalty: 3182.707764
	Iteration 29Q: 3 clusters Score -1424970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1424969.000000 Penalty: 3182.707764
	Iteration 30Q: 3 clusters Score -1424969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1424969.375000 Penalty: 3182.707764
	Iteration 31Q: 3 clusters Score -1424969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1424969.625000 Penalty: 3182.707764
	Iteration 32Q: 3 clusters Score -1424970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1424974.000000 Penalty: 3182.707764
	Iteration 33Q: 3 clusters Score -1424974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1424972.875000 Penalty: 3182.707764
	Iteration 34Q: 3 clusters Score -1424973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1424974.000000 Penalty: 3182.707764
	Iteration 35Q: 3 clusters Score -1424974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1424978.375000 Penalty: 3182.707764
	Iteration 36Q: 3 clusters Score -1424978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1424980.500000 Penalty: 3182.707764
	Iteration 37Q: 3 clusters Score -1424980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1424978.750000 Penalty: 3182.707764
	Iteration 38Q: 3 clusters Score -1424979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1424981.625000 Penalty: 3182.707764
	Iteration 39Q: 3 clusters Score -1424982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1424981.625000 Penalty: 3182.707764
	Iteration 40F: 3 clusters Score -1424982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1424985.375000 Penalty: 3182.707764
	Iteration 41Q: 3 clusters Score -1424985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1424988.625000 Penalty: 3182.707764
	Iteration 42Q: 3 clusters Score -1424989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1425001.500000 Penalty: 3182.707764
	Iteration 43Q: 3 clusters Score -1425002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1425002.000000 Penalty: 3182.707764
	Iteration 44Q: 3 clusters Score -1425002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1425011.125000 Penalty: 3182.707764
	Iteration 45Q: 3 clusters Score -1425011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1425022.875000 Penalty: 3182.707764
	Iteration 46Q: 3 clusters Score -1425023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1425034.625000 Penalty: 3182.707764
	Iteration 47Q: 3 clusters Score -1425035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1425046.500000 Penalty: 3182.707764
	Iteration 48Q: 3 clusters Score -1425046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1425060.000000 Penalty: 3182.707764
	Iteration 49Q: 3 clusters Score -1425060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1425090.000000 Penalty: 3182.707764
	Iteration 50Q: 3 clusters Score -1425090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1425114.500000 Penalty: 3182.707764
	Iteration 51Q: 3 clusters Score -1425114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1425133.125000 Penalty: 3182.707764
	Iteration 52Q: 3 clusters Score -1425133 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1425151.250000 Penalty: 3182.707764
	Iteration 53Q: 3 clusters Score -1425151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1425178.750000 Penalty: 3182.707764
	Iteration 54Q: 3 clusters Score -1425179 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1425207.125000 Penalty: 3182.707764
	Iteration 55Q: 3 clusters Score -1425207 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1425238.500000 Penalty: 3182.707764
	Iteration 56Q: 3 clusters Score -1425238 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1425279.000000 Penalty: 3182.707764
	Iteration 57Q: 3 clusters Score -1425279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1425322.500000 Penalty: 3182.707764
	Iteration 58Q: 3 clusters Score -1425322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1425357.750000 Penalty: 3182.707764
	Iteration 59Q: 3 clusters Score -1425358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1425395.500000 Penalty: 3182.707764
	Iteration 60F: 3 clusters Score -1425396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1425436.125000 Penalty: 3182.707764
	Iteration 61Q: 3 clusters Score -1425436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1425461.875000 Penalty: 3182.707764
	Iteration 62Q: 3 clusters Score -1425462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1425495.500000 Penalty: 3182.707764
	Iteration 63Q: 3 clusters Score -1425496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1425533.375000 Penalty: 3182.707764
	Iteration 64Q: 3 clusters Score -1425533 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1425567.375000 Penalty: 3182.707764
	Iteration 65Q: 3 clusters Score -1425567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1425623.625000 Penalty: 3182.707764
	Iteration 66Q: 3 clusters Score -1425624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1425677.625000 Penalty: 3182.707764
	Iteration 67Q: 3 clusters Score -1425678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1425731.000000 Penalty: 3182.707764
	Iteration 68Q: 3 clusters Score -1425731 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1425777.625000 Penalty: 3182.707764
	Iteration 69Q: 3 clusters Score -1425778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1425826.500000 Penalty: 3182.707764
	Iteration 70Q: 3 clusters Score -1425826 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1425886.000000 Penalty: 3182.707764
	Iteration 71Q: 3 clusters Score -1425886 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1425936.125000 Penalty: 3182.707764
	Iteration 72Q: 3 clusters Score -1425936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1425985.875000 Penalty: 3182.707764
	Iteration 73Q: 3 clusters Score -1425986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1426032.000000 Penalty: 3182.707764
	Iteration 74Q: 3 clusters Score -1426032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1426092.625000 Penalty: 3182.707764
	Iteration 75Q: 3 clusters Score -1426093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1426142.250000 Penalty: 3182.707764
	Iteration 76Q: 3 clusters Score -1426142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1426177.625000 Penalty: 3182.707764
	Iteration 77Q: 3 clusters Score -1426178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1426223.500000 Penalty: 3182.707764
	Iteration 78Q: 3 clusters Score -1426224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1426261.375000 Penalty: 3182.707764
	Iteration 79Q: 3 clusters Score -1426261 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1426313.875000 Penalty: 3182.707764
	Iteration 80F: 3 clusters Score -1426314 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1426354.250000 Penalty: 3182.707764
	Iteration 81Q: 3 clusters Score -1426354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1426391.125000 Penalty: 3182.707764
	Iteration 82Q: 3 clusters Score -1426391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1426428.125000 Penalty: 3182.707764
	Iteration 83Q: 3 clusters Score -1426428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1426471.375000 Penalty: 3182.707764
	Iteration 84Q: 3 clusters Score -1426471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1426501.250000 Penalty: 3182.707764
	Iteration 85Q: 3 clusters Score -1426501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1426528.000000 Penalty: 3182.707764
	Iteration 86Q: 3 clusters Score -1426528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1426559.875000 Penalty: 3182.707764
	Iteration 87Q: 3 clusters Score -1426560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1426599.250000 Penalty: 3182.707764
	Iteration 88Q: 3 clusters Score -1426599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1426624.875000 Penalty: 3182.707764
	Iteration 89Q: 3 clusters Score -1426625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1426642.500000 Penalty: 3182.707764
	Iteration 90Q: 3 clusters Score -1426642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1426660.250000 Penalty: 3182.707764
	Iteration 91Q: 3 clusters Score -1426660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1426672.000000 Penalty: 3182.707764
	Iteration 92Q: 3 clusters Score -1426672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1426685.000000 Penalty: 3182.707764
	Iteration 93Q: 3 clusters Score -1426685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1426694.000000 Penalty: 3182.707764
	Iteration 94Q: 3 clusters Score -1426694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1426711.375000 Penalty: 3182.707764
	Iteration 95Q: 3 clusters Score -1426711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1426725.500000 Penalty: 3182.707764
	Iteration 96Q: 3 clusters Score -1426726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1426745.250000 Penalty: 3182.707764
	Iteration 97Q: 3 clusters Score -1426745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1426760.500000 Penalty: 3182.707764
	Iteration 98Q: 3 clusters Score -1426760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1426765.000000 Penalty: 3182.707764
	Iteration 99Q: 3 clusters Score -1426765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1426770.000000 Penalty: 3182.707764
	Iteration 100F: 3 clusters Score -1426770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1426771.500000 Penalty: 3182.707764
	Iteration 101Q: 3 clusters Score -1426772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1426776.000000 Penalty: 3182.707764
	Iteration 102Q: 3 clusters Score -1426776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1426776.875000 Penalty: 3182.707764
	Iteration 103Q: 3 clusters Score -1426777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1426777.875000 Penalty: 3182.707764
	Iteration 104Q: 3 clusters Score -1426778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1426778.375000 Penalty: 3182.707764
	Iteration 105Q: 3 clusters Score -1426778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1426780.250000 Penalty: 3182.707764
	Iteration 106Q: 3 clusters Score -1426780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1426782.500000 Penalty: 3182.707764
	Iteration 107Q: 3 clusters Score -1426782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1426783.875000 Penalty: 3182.707764
	Iteration 108Q: 3 clusters Score -1426784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1426786.750000 Penalty: 3182.707764
	Iteration 109Q: 3 clusters Score -1426787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1426784.625000 Penalty: 3182.707764
	Iteration 110Q: 3 clusters Score -1426785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1426784.750000 Penalty: 3182.707764
	Iteration 111Q: 3 clusters Score -1426785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1426789.125000 Penalty: 3182.707764
	Iteration 112Q: 3 clusters Score -1426789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1426790.750000 Penalty: 3182.707764
	Iteration 113Q: 3 clusters Score -1426791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1426789.500000 Penalty: 3182.707764
	Iteration 114Q: 3 clusters Score -1426790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1426789.500000 Penalty: 3182.707764
	Iteration 115Q: 3 clusters Score -1426790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1426788.000000 Penalty: 3182.707764
	Iteration 116Q: 3 clusters Score -1426788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1426793.750000 Penalty: 3182.707764
	Iteration 117Q: 3 clusters Score -1426794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1426799.000000 Penalty: 3182.707764
	Iteration 118Q: 3 clusters Score -1426799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1426800.750000 Penalty: 3182.707764
	Iteration 119Q: 3 clusters Score -1426801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1426800.875000 Penalty: 3182.707764
	Iteration 120F: 3 clusters Score -1426801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -299068.625000 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -299068.6 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 2022 members 
Entering Unmasked Estep 
Score: -295710.843750 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -295710.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -296714.843750 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -296714.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -296947.812500 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -296947.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -297113.750000 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -297113.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -297265.093750 Penalty: 2700.565186
	Iteration 4F: 3 clusters Score -297265.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -297379.250000 Penalty: 2700.565186
	Iteration 5Q: 3 clusters Score -297379.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -297485.000000 Penalty: 2700.565186
	Iteration 6Q: 3 clusters Score -297485 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -297577.250000 Penalty: 2700.565186
	Iteration 7Q: 3 clusters Score -297577.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -297654.687500 Penalty: 2700.565186
	Iteration 8Q: 3 clusters Score -297654.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -297727.562500 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -297727.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -297788.593750 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -297788.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297839.125000 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -297839.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -297878.156250 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -297878.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -297911.062500 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -297911.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297934.562500 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -297934.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297953.843750 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -297953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -297975.250000 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -297975.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -297999.093750 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -297999.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -298021.625000 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -298021.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -298041.093750 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -298041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -298056.687500 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -298056.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -298067.625000 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -298067.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -298072.875000 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -298072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -298075.750000 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -298075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -298078.062500 Penalty: 2700.565186
	Iteration 24Q: 3 clusters Score -298078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -298082.093750 Penalty: 2700.565186
	Iteration 25Q: 3 clusters Score -298082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -298084.500000 Penalty: 2700.565186
	Iteration 26Q: 3 clusters Score -298084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -298086.656250 Penalty: 2700.565186
	Iteration 27Q: 3 clusters Score -298086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -298088.562500 Penalty: 2700.565186
	Iteration 28Q: 3 clusters Score -298088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -298089.218750 Penalty: 2700.565186
	Iteration 29Q: 3 clusters Score -298089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -298089.406250 Penalty: 2700.565186
	Iteration 30Q: 3 clusters Score -298089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -298089.968750 Penalty: 2700.565186
	Iteration 31Q: 3 clusters Score -298090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -298090.937500 Penalty: 2700.565186
	Iteration 32Q: 3 clusters Score -298090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -298091.062500 Penalty: 2700.565186
	Iteration 33Q: 3 clusters Score -298091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -298091.968750 Penalty: 2700.565186
	Iteration 34Q: 3 clusters Score -298092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -298092.406250 Penalty: 2700.565186
	Iteration 35Q: 3 clusters Score -298092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -298093.218750 Penalty: 2700.565186
	Iteration 36Q: 3 clusters Score -298093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -298093.218750 Penalty: 2700.565186
	Iteration 37F: 3 clusters Score -298093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -475718.875000 Penalty: 1406.245728
	Iteration 0F: 2 clusters Score -475718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -471229.093750 Penalty: 2812.491455
	Iteration 0F: 3 clusters Score -471229.1 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -472726.718750 Penalty: 2812.491455
	Iteration 1F: 3 clusters Score -472726.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -473137.343750 Penalty: 2812.491455
	Iteration 2F: 3 clusters Score -473137.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -473446.250000 Penalty: 2812.491455
	Iteration 3F: 3 clusters Score -473446.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -473707.843750 Penalty: 2812.491455
	Iteration 4F: 3 clusters Score -473707.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -473968.000000 Penalty: 2812.491455
	Iteration 5F: 3 clusters Score -473968 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -474270.312500 Penalty: 2812.491455
	Iteration 6F: 3 clusters Score -474270.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -474567.500000 Penalty: 2812.491455
	Iteration 7F: 3 clusters Score -474567.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -474788.156250 Penalty: 2812.491455
	Iteration 8F: 3 clusters Score -474788.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -474976.843750 Penalty: 2812.491455
	Iteration 9Q: 3 clusters Score -474976.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -475129.343750 Penalty: 2812.491455
	Iteration 10Q: 3 clusters Score -475129.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -475236.218750 Penalty: 2812.491455
	Iteration 11Q: 3 clusters Score -475236.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -475307.531250 Penalty: 2812.491455
	Iteration 12Q: 3 clusters Score -475307.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -475377.187500 Penalty: 2812.491455
	Iteration 13Q: 3 clusters Score -475377.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -475420.781250 Penalty: 2812.491455
	Iteration 14Q: 3 clusters Score -475420.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -475445.125000 Penalty: 2812.491455
	Iteration 15Q: 3 clusters Score -475445.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -475462.187500 Penalty: 2812.491455
	Iteration 16Q: 3 clusters Score -475462.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -475484.593750 Penalty: 2812.491455
	Iteration 17Q: 3 clusters Score -475484.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -475496.968750 Penalty: 2812.491455
	Iteration 18Q: 3 clusters Score -475497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -475509.156250 Penalty: 2812.491455
	Iteration 19Q: 3 clusters Score -475509.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -475523.843750 Penalty: 2812.491455
	Iteration 20F: 3 clusters Score -475523.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -475539.531250 Penalty: 2812.491455
	Iteration 21Q: 3 clusters Score -475539.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -475556.281250 Penalty: 2812.491455
	Iteration 22Q: 3 clusters Score -475556.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -475569.218750 Penalty: 2812.491455
	Iteration 23Q: 3 clusters Score -475569.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -475580.031250 Penalty: 2812.491455
	Iteration 24Q: 3 clusters Score -475580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -475591.281250 Penalty: 2812.491455
	Iteration 25Q: 3 clusters Score -475591.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -475601.312500 Penalty: 2812.491455
	Iteration 26Q: 3 clusters Score -475601.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -475607.218750 Penalty: 2812.491455
	Iteration 27Q: 3 clusters Score -475607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -475611.500000 Penalty: 2812.491455
	Iteration 28Q: 3 clusters Score -475611.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -475616.093750 Penalty: 2812.491455
	Iteration 29Q: 3 clusters Score -475616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -475618.250000 Penalty: 2812.491455
	Iteration 30Q: 3 clusters Score -475618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -475621.625000 Penalty: 2812.491455
	Iteration 31Q: 3 clusters Score -475621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -475623.343750 Penalty: 2812.491455
	Iteration 32Q: 3 clusters Score -475623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -475624.000000 Penalty: 2812.491455
	Iteration 33Q: 3 clusters Score -475624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -475624.375000 Penalty: 2812.491455
	Iteration 34Q: 3 clusters Score -475624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -475626.718750 Penalty: 2812.491455
	Iteration 35Q: 3 clusters Score -475626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -475629.593750 Penalty: 2812.491455
	Iteration 36Q: 3 clusters Score -475629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -475633.687500 Penalty: 2812.491455
	Iteration 37Q: 3 clusters Score -475633.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -475640.343750 Penalty: 2812.491455
	Iteration 38Q: 3 clusters Score -475640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -475640.312500 Penalty: 2812.491455
	Iteration 39Q: 3 clusters Score -475640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -475641.718750 Penalty: 2812.491455
	Iteration 40F: 3 clusters Score -475641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -475641.968750 Penalty: 2812.491455
	Iteration 41Q: 3 clusters Score -475642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -475642.906250 Penalty: 2812.491455
	Iteration 42Q: 3 clusters Score -475642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475643.937500 Penalty: 2812.491455
	Iteration 43Q: 3 clusters Score -475643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475644.625000 Penalty: 2812.491455
	Iteration 44Q: 3 clusters Score -475644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -475644.156250 Penalty: 2812.491455
	Iteration 45Q: 3 clusters Score -475644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -475644.156250 Penalty: 2812.491455
	Iteration 46F: 3 clusters Score -475644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -470638.125000 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -470638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -466328.406250 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -466328.4 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -467521.843750 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -467521.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -467818.187500 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -467818.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -468083.375000 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -468083.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -468345.000000 Penalty: 2798.826904
	Iteration 4F: 3 clusters Score -468345 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -468575.500000 Penalty: 2798.826904
	Iteration 5F: 3 clusters Score -468575.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -468775.812500 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -468775.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -468941.125000 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -468941.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -469090.562500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -469090.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -469206.406250 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -469206.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -469299.468750 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -469299.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -469374.437500 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -469374.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -469427.687500 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -469427.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -469473.906250 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -469473.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -469516.656250 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -469516.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -469564.468750 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -469564.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -469608.125000 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -469608.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -469638.656250 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -469638.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -469654.156250 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -469654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -469658.156250 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -469658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -469661.156250 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -469661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -469662.406250 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -469662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -469663.468750 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -469663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -469664.031250 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -469664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -469664.031250 Penalty: 2798.826904
	Iteration 24F: 3 clusters Score -469664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -209880.484375 Penalty: 1270.625610
	Iteration 0F: 2 clusters Score -209880.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -207473.921875 Penalty: 2541.251221
	Iteration 0F: 3 clusters Score -207473.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -208042.125000 Penalty: 2541.251221
	Iteration 1F: 3 clusters Score -208042.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -208181.421875 Penalty: 2541.251221
	Iteration 2F: 3 clusters Score -208181.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -208260.046875 Penalty: 2541.251221
	Iteration 3Q: 3 clusters Score -208260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -208306.515625 Penalty: 2541.251221
	Iteration 4Q: 3 clusters Score -208306.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -208356.171875 Penalty: 2541.251221
	Iteration 5Q: 3 clusters Score -208356.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -208394.656250 Penalty: 2541.251221
	Iteration 6Q: 3 clusters Score -208394.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -208421.546875 Penalty: 2541.251221
	Iteration 7Q: 3 clusters Score -208421.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -208441.171875 Penalty: 2541.251221
	Iteration 8Q: 3 clusters Score -208441.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208456.812500 Penalty: 2541.251221
	Iteration 9Q: 3 clusters Score -208456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -208465.062500 Penalty: 2541.251221
	Iteration 10Q: 3 clusters Score -208465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -208475.187500 Penalty: 2541.251221
	Iteration 11Q: 3 clusters Score -208475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208483.359375 Penalty: 2541.251221
	Iteration 12Q: 3 clusters Score -208483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208485.890625 Penalty: 2541.251221
	Iteration 13Q: 3 clusters Score -208485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208487.796875 Penalty: 2541.251221
	Iteration 14Q: 3 clusters Score -208487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208491.562500 Penalty: 2541.251221
	Iteration 15Q: 3 clusters Score -208491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -208495.484375 Penalty: 2541.251221
	Iteration 16Q: 3 clusters Score -208495.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -208499.437500 Penalty: 2541.251221
	Iteration 17Q: 3 clusters Score -208499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -208504.234375 Penalty: 2541.251221
	Iteration 18Q: 3 clusters Score -208504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -208509.765625 Penalty: 2541.251221
	Iteration 19Q: 3 clusters Score -208509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208511.468750 Penalty: 2541.251221
	Iteration 20F: 3 clusters Score -208511.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -208513.593750 Penalty: 2541.251221
	Iteration 21Q: 3 clusters Score -208513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -208521.000000 Penalty: 2541.251221
	Iteration 22Q: 3 clusters Score -208521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -208524.062500 Penalty: 2541.251221
	Iteration 23Q: 3 clusters Score -208524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208527.203125 Penalty: 2541.251221
	Iteration 24Q: 3 clusters Score -208527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -208530.453125 Penalty: 2541.251221
	Iteration 25Q: 3 clusters Score -208530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -208533.625000 Penalty: 2541.251221
	Iteration 26Q: 3 clusters Score -208533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -208535.859375 Penalty: 2541.251221
	Iteration 27Q: 3 clusters Score -208535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -208539.140625 Penalty: 2541.251221
	Iteration 28Q: 3 clusters Score -208539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208541.640625 Penalty: 2541.251221
	Iteration 29Q: 3 clusters Score -208541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -208544.578125 Penalty: 2541.251221
	Iteration 30Q: 3 clusters Score -208544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208545.546875 Penalty: 2541.251221
	Iteration 31Q: 3 clusters Score -208545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -208546.593750 Penalty: 2541.251221
	Iteration 32Q: 3 clusters Score -208546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -208547.437500 Penalty: 2541.251221
	Iteration 33Q: 3 clusters Score -208547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -208548.468750 Penalty: 2541.251221
	Iteration 34Q: 3 clusters Score -208548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -208548.796875 Penalty: 2541.251221
	Iteration 35Q: 3 clusters Score -208548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -208548.796875 Penalty: 2541.251221
	Iteration 36F: 3 clusters Score -208548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -604874.437500 Penalty: 1442.619873
	Iteration 0F: 2 clusters Score -604874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -599527.312500 Penalty: 2885.239746
	Iteration 0F: 3 clusters Score -599527.3 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -601091.437500 Penalty: 2885.239746
	Iteration 1F: 3 clusters Score -601091.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -601304.812500 Penalty: 2885.239746
	Iteration 2F: 3 clusters Score -601304.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -601454.000000 Penalty: 2885.239746
	Iteration 3Q: 3 clusters Score -601454 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -601573.062500 Penalty: 2885.239746
	Iteration 4Q: 3 clusters Score -601573.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -601700.500000 Penalty: 2885.239746
	Iteration 5Q: 3 clusters Score -601700.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -601853.312500 Penalty: 2885.239746
	Iteration 6Q: 3 clusters Score -601853.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -602044.375000 Penalty: 2885.239746
	Iteration 7Q: 3 clusters Score -602044.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -602272.937500 Penalty: 2885.239746
	Iteration 8Q: 3 clusters Score -602272.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -602511.187500 Penalty: 2885.239746
	Iteration 9Q: 3 clusters Score -602511.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -602746.437500 Penalty: 2885.239746
	Iteration 10Q: 3 clusters Score -602746.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -602946.437500 Penalty: 2885.239746
	Iteration 11Q: 3 clusters Score -602946.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -603139.250000 Penalty: 2885.239746
	Iteration 12Q: 3 clusters Score -603139.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -603287.375000 Penalty: 2885.239746
	Iteration 13Q: 3 clusters Score -603287.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -603400.937500 Penalty: 2885.239746
	Iteration 14Q: 3 clusters Score -603400.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -603514.125000 Penalty: 2885.239746
	Iteration 15Q: 3 clusters Score -603514.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -603603.312500 Penalty: 2885.239746
	Iteration 16Q: 3 clusters Score -603603.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -603666.937500 Penalty: 2885.239746
	Iteration 17Q: 3 clusters Score -603666.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -603711.937500 Penalty: 2885.239746
	Iteration 18Q: 3 clusters Score -603711.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -603748.562500 Penalty: 2885.239746
	Iteration 19Q: 3 clusters Score -603748.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -603780.750000 Penalty: 2885.239746
	Iteration 20F: 3 clusters Score -603780.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -603808.562500 Penalty: 2885.239746
	Iteration 21Q: 3 clusters Score -603808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -603834.500000 Penalty: 2885.239746
	Iteration 22Q: 3 clusters Score -603834.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -603848.500000 Penalty: 2885.239746
	Iteration 23Q: 3 clusters Score -603848.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -603853.562500 Penalty: 2885.239746
	Iteration 24Q: 3 clusters Score -603853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -603857.812500 Penalty: 2885.239746
	Iteration 25Q: 3 clusters Score -603857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -603864.750000 Penalty: 2885.239746
	Iteration 26Q: 3 clusters Score -603864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -603868.437500 Penalty: 2885.239746
	Iteration 27Q: 3 clusters Score -603868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -603874.562500 Penalty: 2885.239746
	Iteration 28Q: 3 clusters Score -603874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -603875.125000 Penalty: 2885.239746
	Iteration 29Q: 3 clusters Score -603875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -603880.125000 Penalty: 2885.239746
	Iteration 30Q: 3 clusters Score -603880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -603880.312500 Penalty: 2885.239746
	Iteration 31Q: 3 clusters Score -603880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -603880.625000 Penalty: 2885.239746
	Iteration 32Q: 3 clusters Score -603880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -603881.875000 Penalty: 2885.239746
	Iteration 33Q: 3 clusters Score -603881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -603881.875000 Penalty: 2885.239746
	Iteration 34F: 3 clusters Score -603881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Entering Unmasked Estep 
Score: -1129691.750000 Penalty: 1539.726440
	Iteration 0F: 2 clusters Score -1129692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1120538.375000 Penalty: 3079.452881
	Iteration 0F: 3 clusters Score -1120538 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1123710.750000 Penalty: 3079.452881
	Iteration 1F: 3 clusters Score -1123711 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1124052.125000 Penalty: 3079.452881
	Iteration 2F: 3 clusters Score -1124052 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1124322.625000 Penalty: 3079.452881
	Iteration 3F: 3 clusters Score -1124323 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1124590.750000 Penalty: 3079.452881
	Iteration 4Q: 3 clusters Score -1124591 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1124839.125000 Penalty: 3079.452881
	Iteration 5Q: 3 clusters Score -1124839 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1125148.750000 Penalty: 3079.452881
	Iteration 6Q: 3 clusters Score -1125149 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1125497.250000 Penalty: 3079.452881
	Iteration 7Q: 3 clusters Score -1125497 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1125910.375000 Penalty: 3079.452881
	Iteration 8Q: 3 clusters Score -1125910 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1126361.250000 Penalty: 3079.452881
	Iteration 9Q: 3 clusters Score -1126361 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1126791.750000 Penalty: 3079.452881
	Iteration 10Q: 3 clusters Score -1126792 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1127178.750000 Penalty: 3079.452881
	Iteration 11Q: 3 clusters Score -1127179 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1127484.250000 Penalty: 3079.452881
	Iteration 12Q: 3 clusters Score -1127484 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1127710.500000 Penalty: 3079.452881
	Iteration 13Q: 3 clusters Score -1127710 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1127877.250000 Penalty: 3079.452881
	Iteration 14Q: 3 clusters Score -1127877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1128005.500000 Penalty: 3079.452881
	Iteration 15Q: 3 clusters Score -1128006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1128104.000000 Penalty: 3079.452881
	Iteration 16Q: 3 clusters Score -1128104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1128173.875000 Penalty: 3079.452881
	Iteration 17Q: 3 clusters Score -1128174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1128213.875000 Penalty: 3079.452881
	Iteration 18Q: 3 clusters Score -1128214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1128243.250000 Penalty: 3079.452881
	Iteration 19Q: 3 clusters Score -1128243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1128270.875000 Penalty: 3079.452881
	Iteration 20F: 3 clusters Score -1128271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1128297.875000 Penalty: 3079.452881
	Iteration 21Q: 3 clusters Score -1128298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1128313.000000 Penalty: 3079.452881
	Iteration 22Q: 3 clusters Score -1128313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1128326.875000 Penalty: 3079.452881
	Iteration 23Q: 3 clusters Score -1128327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1128330.750000 Penalty: 3079.452881
	Iteration 24Q: 3 clusters Score -1128331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1128338.375000 Penalty: 3079.452881
	Iteration 25Q: 3 clusters Score -1128338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1128343.500000 Penalty: 3079.452881
	Iteration 26Q: 3 clusters Score -1128344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1128349.750000 Penalty: 3079.452881
	Iteration 27Q: 3 clusters Score -1128350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1128359.875000 Penalty: 3079.452881
	Iteration 28Q: 3 clusters Score -1128360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1128363.750000 Penalty: 3079.452881
	Iteration 29Q: 3 clusters Score -1128364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1128368.000000 Penalty: 3079.452881
	Iteration 30Q: 3 clusters Score -1128368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1128370.625000 Penalty: 3079.452881
	Iteration 31Q: 3 clusters Score -1128371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1128371.375000 Penalty: 3079.452881
	Iteration 32Q: 3 clusters Score -1128371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1128377.250000 Penalty: 3079.452881
	Iteration 33Q: 3 clusters Score -1128377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1128380.625000 Penalty: 3079.452881
	Iteration 34Q: 3 clusters Score -1128381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1128388.500000 Penalty: 3079.452881
	Iteration 35Q: 3 clusters Score -1128388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1128390.250000 Penalty: 3079.452881
	Iteration 36Q: 3 clusters Score -1128390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1128393.375000 Penalty: 3079.452881
	Iteration 37Q: 3 clusters Score -1128393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1128393.375000 Penalty: 3079.452881
	Iteration 38F: 3 clusters Score -1128393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -222153.015625 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -222153 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 1358 members 
Entering Unmasked Estep 
Score: -219550.453125 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -219550.5 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -220181.156250 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -220181.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -220464.312500 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -220464.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -220808.640625 Penalty: 2575.793701
	Iteration 3F: 3 clusters Score -220808.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221087.031250 Penalty: 2575.793701
	Iteration 4F: 3 clusters Score -221087 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221313.437500 Penalty: 2575.793701
	Iteration 5F: 3 clusters Score -221313.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -221477.546875 Penalty: 2575.793701
	Iteration 6F: 3 clusters Score -221477.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221557.953125 Penalty: 2575.793701
	Iteration 7Q: 3 clusters Score -221558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -221619.812500 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -221619.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -221661.875000 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -221661.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -221684.390625 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -221684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -221699.843750 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -221699.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -221709.093750 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -221709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -221715.046875 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -221715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221722.234375 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -221722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -221726.062500 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -221726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221727.640625 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -221727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221728.281250 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -221728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221728.796875 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -221728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -221728.796875 Penalty: 2575.793701
	Iteration 19F: 3 clusters Score -221728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -387931.656250 Penalty: 1389.539917
	Iteration 0F: 2 clusters Score -387931.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -383845.187500 Penalty: 2779.079834
	Iteration 0F: 3 clusters Score -383845.2 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -385056.875000 Penalty: 2779.079834
	Iteration 1F: 3 clusters Score -385056.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -385376.250000 Penalty: 2779.079834
	Iteration 2F: 3 clusters Score -385376.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -385569.843750 Penalty: 2779.079834
	Iteration 3F: 3 clusters Score -385569.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -385704.156250 Penalty: 2779.079834
	Iteration 4F: 3 clusters Score -385704.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -385823.843750 Penalty: 2779.079834
	Iteration 5Q: 3 clusters Score -385823.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -385942.062500 Penalty: 2779.079834
	Iteration 6Q: 3 clusters Score -385942.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -386037.062500 Penalty: 2779.079834
	Iteration 7Q: 3 clusters Score -386037.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -386107.375000 Penalty: 2779.079834
	Iteration 8Q: 3 clusters Score -386107.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -386181.625000 Penalty: 2779.079834
	Iteration 9Q: 3 clusters Score -386181.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -386252.625000 Penalty: 2779.079834
	Iteration 10Q: 3 clusters Score -386252.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -386322.343750 Penalty: 2779.079834
	Iteration 11Q: 3 clusters Score -386322.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -386401.218750 Penalty: 2779.079834
	Iteration 12Q: 3 clusters Score -386401.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -386456.968750 Penalty: 2779.079834
	Iteration 13Q: 3 clusters Score -386457 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -386496.281250 Penalty: 2779.079834
	Iteration 14Q: 3 clusters Score -386496.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -386528.562500 Penalty: 2779.079834
	Iteration 15Q: 3 clusters Score -386528.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -386559.218750 Penalty: 2779.079834
	Iteration 16Q: 3 clusters Score -386559.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -386579.875000 Penalty: 2779.079834
	Iteration 17Q: 3 clusters Score -386579.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -386595.750000 Penalty: 2779.079834
	Iteration 18Q: 3 clusters Score -386595.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -386609.968750 Penalty: 2779.079834
	Iteration 19Q: 3 clusters Score -386610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -386629.375000 Penalty: 2779.079834
	Iteration 20F: 3 clusters Score -386629.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -386647.281250 Penalty: 2779.079834
	Iteration 21Q: 3 clusters Score -386647.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -386657.593750 Penalty: 2779.079834
	Iteration 22Q: 3 clusters Score -386657.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -386666.937500 Penalty: 2779.079834
	Iteration 23Q: 3 clusters Score -386666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -386678.250000 Penalty: 2779.079834
	Iteration 24Q: 3 clusters Score -386678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -386684.781250 Penalty: 2779.079834
	Iteration 25Q: 3 clusters Score -386684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -386687.125000 Penalty: 2779.079834
	Iteration 26Q: 3 clusters Score -386687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -386688.312500 Penalty: 2779.079834
	Iteration 27Q: 3 clusters Score -386688.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -386689.968750 Penalty: 2779.079834
	Iteration 28Q: 3 clusters Score -386690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -386692.250000 Penalty: 2779.079834
	Iteration 29Q: 3 clusters Score -386692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -386694.125000 Penalty: 2779.079834
	Iteration 30Q: 3 clusters Score -386694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -386696.718750 Penalty: 2779.079834
	Iteration 31Q: 3 clusters Score -386696.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -386700.250000 Penalty: 2779.079834
	Iteration 32Q: 3 clusters Score -386700.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -386703.031250 Penalty: 2779.079834
	Iteration 33Q: 3 clusters Score -386703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -386707.437500 Penalty: 2779.079834
	Iteration 34Q: 3 clusters Score -386707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -386712.250000 Penalty: 2779.079834
	Iteration 35Q: 3 clusters Score -386712.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -386720.312500 Penalty: 2779.079834
	Iteration 36Q: 3 clusters Score -386720.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -386731.500000 Penalty: 2779.079834
	Iteration 37Q: 3 clusters Score -386731.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -386743.781250 Penalty: 2779.079834
	Iteration 38Q: 3 clusters Score -386743.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -386756.843750 Penalty: 2779.079834
	Iteration 39Q: 3 clusters Score -386756.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -386768.562500 Penalty: 2779.079834
	Iteration 40F: 3 clusters Score -386768.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -386779.000000 Penalty: 2779.079834
	Iteration 41Q: 3 clusters Score -386779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -386792.250000 Penalty: 2779.079834
	Iteration 42Q: 3 clusters Score -386792.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -386801.406250 Penalty: 2779.079834
	Iteration 43Q: 3 clusters Score -386801.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -386814.031250 Penalty: 2779.079834
	Iteration 44Q: 3 clusters Score -386814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -386824.843750 Penalty: 2779.079834
	Iteration 45Q: 3 clusters Score -386824.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -386835.218750 Penalty: 2779.079834
	Iteration 46Q: 3 clusters Score -386835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -386842.125000 Penalty: 2779.079834
	Iteration 47Q: 3 clusters Score -386842.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -386847.656250 Penalty: 2779.079834
	Iteration 48Q: 3 clusters Score -386847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -386852.468750 Penalty: 2779.079834
	Iteration 49Q: 3 clusters Score -386852.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -386855.656250 Penalty: 2779.079834
	Iteration 50Q: 3 clusters Score -386855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -386859.718750 Penalty: 2779.079834
	Iteration 51Q: 3 clusters Score -386859.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -386863.812500 Penalty: 2779.079834
	Iteration 52Q: 3 clusters Score -386863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -386866.812500 Penalty: 2779.079834
	Iteration 53Q: 3 clusters Score -386866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -386870.812500 Penalty: 2779.079834
	Iteration 54Q: 3 clusters Score -386870.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -386876.000000 Penalty: 2779.079834
	Iteration 55Q: 3 clusters Score -386876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -386879.656250 Penalty: 2779.079834
	Iteration 56Q: 3 clusters Score -386879.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -386885.437500 Penalty: 2779.079834
	Iteration 57Q: 3 clusters Score -386885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -386892.312500 Penalty: 2779.079834
	Iteration 58Q: 3 clusters Score -386892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -386901.593750 Penalty: 2779.079834
	Iteration 59Q: 3 clusters Score -386901.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -386909.562500 Penalty: 2779.079834
	Iteration 60F: 3 clusters Score -386909.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -386915.500000 Penalty: 2779.079834
	Iteration 61Q: 3 clusters Score -386915.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -386917.500000 Penalty: 2779.079834
	Iteration 62Q: 3 clusters Score -386917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -386918.625000 Penalty: 2779.079834
	Iteration 63Q: 3 clusters Score -386918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -386919.593750 Penalty: 2779.079834
	Iteration 64Q: 3 clusters Score -386919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -386920.750000 Penalty: 2779.079834
	Iteration 65Q: 3 clusters Score -386920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -386920.687500 Penalty: 2779.079834
	Iteration 66Q: 3 clusters Score -386920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -386920.812500 Penalty: 2779.079834
	Iteration 67Q: 3 clusters Score -386920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -386921.187500 Penalty: 2779.079834
	Iteration 68Q: 3 clusters Score -386921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -386922.125000 Penalty: 2779.079834
	Iteration 69Q: 3 clusters Score -386922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -386922.593750 Penalty: 2779.079834
	Iteration 70Q: 3 clusters Score -386922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -386923.343750 Penalty: 2779.079834
	Iteration 71Q: 3 clusters Score -386923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -386924.531250 Penalty: 2779.079834
	Iteration 72Q: 3 clusters Score -386924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -386925.812500 Penalty: 2779.079834
	Iteration 73Q: 3 clusters Score -386925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -386926.500000 Penalty: 2779.079834
	Iteration 74Q: 3 clusters Score -386926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -386927.281250 Penalty: 2779.079834
	Iteration 75Q: 3 clusters Score -386927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -386927.281250 Penalty: 2779.079834
	Iteration 76F: 3 clusters Score -386927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -397482.343750 Penalty: 1375.811401
	Iteration 0F: 2 clusters Score -397482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -393710.125000 Penalty: 2751.622803
	Iteration 0F: 3 clusters Score -393710.1 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -394742.062500 Penalty: 2751.622803
	Iteration 1F: 3 clusters Score -394742.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -394909.250000 Penalty: 2751.622803
	Iteration 2F: 3 clusters Score -394909.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -395055.812500 Penalty: 2751.622803
	Iteration 3F: 3 clusters Score -395055.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -395199.468750 Penalty: 2751.622803
	Iteration 4Q: 3 clusters Score -395199.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -395351.968750 Penalty: 2751.622803
	Iteration 5Q: 3 clusters Score -395352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -395510.843750 Penalty: 2751.622803
	Iteration 6Q: 3 clusters Score -395510.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -395657.937500 Penalty: 2751.622803
	Iteration 7Q: 3 clusters Score -395657.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -395799.312500 Penalty: 2751.622803
	Iteration 8Q: 3 clusters Score -395799.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -395932.625000 Penalty: 2751.622803
	Iteration 9Q: 3 clusters Score -395932.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -396057.656250 Penalty: 2751.622803
	Iteration 10Q: 3 clusters Score -396057.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -396149.250000 Penalty: 2751.622803
	Iteration 11Q: 3 clusters Score -396149.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -396224.875000 Penalty: 2751.622803
	Iteration 12Q: 3 clusters Score -396224.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -396274.468750 Penalty: 2751.622803
	Iteration 13Q: 3 clusters Score -396274.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -396310.187500 Penalty: 2751.622803
	Iteration 14Q: 3 clusters Score -396310.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -396332.937500 Penalty: 2751.622803
	Iteration 15Q: 3 clusters Score -396332.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -396346.843750 Penalty: 2751.622803
	Iteration 16Q: 3 clusters Score -396346.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -396364.062500 Penalty: 2751.622803
	Iteration 17Q: 3 clusters Score -396364.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -396377.812500 Penalty: 2751.622803
	Iteration 18Q: 3 clusters Score -396377.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -396394.312500 Penalty: 2751.622803
	Iteration 19Q: 3 clusters Score -396394.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -396411.093750 Penalty: 2751.622803
	Iteration 20F: 3 clusters Score -396411.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -396421.937500 Penalty: 2751.622803
	Iteration 21Q: 3 clusters Score -396421.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -396428.375000 Penalty: 2751.622803
	Iteration 22Q: 3 clusters Score -396428.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -396436.500000 Penalty: 2751.622803
	Iteration 23Q: 3 clusters Score -396436.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -396444.156250 Penalty: 2751.622803
	Iteration 24Q: 3 clusters Score -396444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -396451.250000 Penalty: 2751.622803
	Iteration 25Q: 3 clusters Score -396451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -396455.312500 Penalty: 2751.622803
	Iteration 26Q: 3 clusters Score -396455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -396458.187500 Penalty: 2751.622803
	Iteration 27Q: 3 clusters Score -396458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -396462.156250 Penalty: 2751.622803
	Iteration 28Q: 3 clusters Score -396462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -396468.937500 Penalty: 2751.622803
	Iteration 29Q: 3 clusters Score -396468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -396474.187500 Penalty: 2751.622803
	Iteration 30Q: 3 clusters Score -396474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -396477.656250 Penalty: 2751.622803
	Iteration 31Q: 3 clusters Score -396477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -396479.281250 Penalty: 2751.622803
	Iteration 32Q: 3 clusters Score -396479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -396480.906250 Penalty: 2751.622803
	Iteration 33Q: 3 clusters Score -396480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -396481.625000 Penalty: 2751.622803
	Iteration 34Q: 3 clusters Score -396481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -396483.343750 Penalty: 2751.622803
	Iteration 35Q: 3 clusters Score -396483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -396485.531250 Penalty: 2751.622803
	Iteration 36Q: 3 clusters Score -396485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -396487.093750 Penalty: 2751.622803
	Iteration 37Q: 3 clusters Score -396487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -396488.093750 Penalty: 2751.622803
	Iteration 38Q: 3 clusters Score -396488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -396489.375000 Penalty: 2751.622803
	Iteration 39Q: 3 clusters Score -396489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -396489.531250 Penalty: 2751.622803
	Iteration 40F: 3 clusters Score -396489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -396489.593750 Penalty: 2751.622803
	Iteration 41Q: 3 clusters Score -396489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -396489.593750 Penalty: 2751.622803
	Iteration 42F: 3 clusters Score -396489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12647 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7390 members 
Mstep: Class 10 contains 63402 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7100 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17907 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427544.000000 Penalty: 71835.218750
Iteration 159Q: 34 clusters Score -5.442754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 12646 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 3025 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63400 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17906 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2767 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427536.000000 Penalty: 71835.218750
Iteration 160F: 34 clusters Score -5.442754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 12646 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7103 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2765 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427556.000000 Penalty: 71835.218750
Iteration 161Q: 34 clusters Score -5.442756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63399 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7104 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15577 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17907 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7172 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427560.000000 Penalty: 71835.218750
Iteration 162Q: 34 clusters Score -5.442756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 632 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 63397 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7106 members 
Mstep: Class 13 contains 205758 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158719 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13033 members 
Mstep: Class 31 contains 2763 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427524.000000 Penalty: 71835.218750
Iteration 163Q: 34 clusters Score -5.442752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 205757 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158719 members 
Mstep: Class 20 contains 21653 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7169 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427504.000000 Penalty: 71835.218750
Iteration 164Q: 34 clusters Score -5.44275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 205758 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158719 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7169 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 5169 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427520.000000 Penalty: 71835.218750
Iteration 165Q: 34 clusters Score -5.442752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 205759 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158720 members 
Mstep: Class 20 contains 21651 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17912 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7170 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 5168 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427576.000000 Penalty: 71835.218750
Iteration 166Q: 34 clusters Score -5.442758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 3022 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158717 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17913 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2487 members 
Mstep: Class 29 contains 7167 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427564.000000 Penalty: 71835.218750
Iteration 167Q: 34 clusters Score -5.442756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2931 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12642 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 17911 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427584.000000 Penalty: 71835.218750
Iteration 168Q: 34 clusters Score -5.442758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14343 members 
Mstep: Class 24 contains 17913 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 2761 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427596.000000 Penalty: 71835.218750
Iteration 169Q: 34 clusters Score -5.44276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 205761 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14339 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13034 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427572.000000 Penalty: 71835.218750
Iteration 170Q: 34 clusters Score -5.442757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12641 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158717 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15576 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14333 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13039 members 
Mstep: Class 31 contains 2757 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427564.000000 Penalty: 71835.218750
Iteration 171Q: 34 clusters Score -5.442756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 63398 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 205760 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11735 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158718 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14330 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13042 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427576.000000 Penalty: 71835.218750
Iteration 172Q: 34 clusters Score -5.442758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 63397 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 205759 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11736 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158717 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 14328 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427576.000000 Penalty: 71835.218750
Iteration 173Q: 34 clusters Score -5.442758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 1833 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 63397 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 205759 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 1970 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158716 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 17916 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2488 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427624.000000 Penalty: 71835.218750
Iteration 174Q: 34 clusters Score -5.442762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12644 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63395 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 205756 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158715 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14326 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427640.000000 Penalty: 71835.218750
Iteration 175Q: 34 clusters Score -5.442764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63396 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 205753 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 17917 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5172 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427644.000000 Penalty: 71835.218750
Iteration 176Q: 34 clusters Score -5.442764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63396 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 205753 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 17916 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427636.000000 Penalty: 71835.218750
Iteration 177Q: 34 clusters Score -5.442764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63396 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 205753 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 17914 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5174 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427628.000000 Penalty: 71835.218750
Iteration 178Q: 34 clusters Score -5.442763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63396 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 205752 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158712 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14327 members 
Mstep: Class 24 contains 17916 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13047 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427628.000000 Penalty: 71835.218750
Iteration 179Q: 34 clusters Score -5.442763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6669 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 636 members 
Mstep: Class 6 contains 12645 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 3021 members 
Mstep: Class 9 contains 7392 members 
Mstep: Class 10 contains 63396 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 205752 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 158713 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 15574 members 
Mstep: Class 22 contains 11907 members 
Mstep: Class 23 contains 14326 members 
Mstep: Class 24 contains 17915 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 5496 members 
Mstep: Class 28 contains 2489 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 13048 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54427632.000000 Penalty: 71835.218750
Iteration 180F: 34 clusters Score -5.442763e+07 nChanged 0
Entering ConstructFrom: 
Score: -54427632.000000 Penalty: 71835.218750
Entering ConstructFrom: 
Trying to split cluster 1 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -874891.437500 Penalty: 1503.303467
	Iteration 0F: 2 clusters Score -874891.4 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 5185 members 
Entering Unmasked Estep 
Score: -867474.000000 Penalty: 3006.606934
	Iteration 0F: 3 clusters Score -867474 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -870110.312500 Penalty: 3006.606934
	Iteration 1F: 3 clusters Score -870110.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -870607.187500 Penalty: 3006.606934
	Iteration 2F: 3 clusters Score -870607.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -871138.375000 Penalty: 3006.606934
	Iteration 3F: 3 clusters Score -871138.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -871706.937500 Penalty: 3006.606934
	Iteration 4F: 3 clusters Score -871706.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -872236.812500 Penalty: 3006.606934
	Iteration 5F: 3 clusters Score -872236.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -872681.125000 Penalty: 3006.606934
	Iteration 6F: 3 clusters Score -872681.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -872996.250000 Penalty: 3006.606934
	Iteration 7Q: 3 clusters Score -872996.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -873228.000000 Penalty: 3006.606934
	Iteration 8Q: 3 clusters Score -873228 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -873398.812500 Penalty: 3006.606934
	Iteration 9Q: 3 clusters Score -873398.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -873521.750000 Penalty: 3006.606934
	Iteration 10Q: 3 clusters Score -873521.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -873604.812500 Penalty: 3006.606934
	Iteration 11Q: 3 clusters Score -873604.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -873655.312500 Penalty: 3006.606934
	Iteration 12Q: 3 clusters Score -873655.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -873691.562500 Penalty: 3006.606934
	Iteration 13Q: 3 clusters Score -873691.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -873717.500000 Penalty: 3006.606934
	Iteration 14Q: 3 clusters Score -873717.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -873732.187500 Penalty: 3006.606934
	Iteration 15Q: 3 clusters Score -873732.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -873751.250000 Penalty: 3006.606934
	Iteration 16Q: 3 clusters Score -873751.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -873770.937500 Penalty: 3006.606934
	Iteration 17Q: 3 clusters Score -873770.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -873784.562500 Penalty: 3006.606934
	Iteration 18Q: 3 clusters Score -873784.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -873794.625000 Penalty: 3006.606934
	Iteration 19Q: 3 clusters Score -873794.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -873803.500000 Penalty: 3006.606934
	Iteration 20F: 3 clusters Score -873803.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -873808.500000 Penalty: 3006.606934
	Iteration 21Q: 3 clusters Score -873808.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -873812.562500 Penalty: 3006.606934
	Iteration 22Q: 3 clusters Score -873812.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -873818.687500 Penalty: 3006.606934
	Iteration 23Q: 3 clusters Score -873818.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -873823.750000 Penalty: 3006.606934
	Iteration 24Q: 3 clusters Score -873823.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -873830.812500 Penalty: 3006.606934
	Iteration 25Q: 3 clusters Score -873830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -873834.062500 Penalty: 3006.606934
	Iteration 26Q: 3 clusters Score -873834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -873833.937500 Penalty: 3006.606934
	Iteration 27Q: 3 clusters Score -873833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -873833.500000 Penalty: 3006.606934
	Iteration 28Q: 3 clusters Score -873833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -873837.000000 Penalty: 3006.606934
	Iteration 29Q: 3 clusters Score -873837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -873837.937500 Penalty: 3006.606934
	Iteration 30Q: 3 clusters Score -873837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -873840.625000 Penalty: 3006.606934
	Iteration 31Q: 3 clusters Score -873840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -873839.125000 Penalty: 3006.606934
	Iteration 32Q: 3 clusters Score -873839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -873840.187500 Penalty: 3006.606934
	Iteration 33Q: 3 clusters Score -873840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -873839.812500 Penalty: 3006.606934
	Iteration 34Q: 3 clusters Score -873839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -873843.125000 Penalty: 3006.606934
	Iteration 35Q: 3 clusters Score -873843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -873845.062500 Penalty: 3006.606934
	Iteration 36Q: 3 clusters Score -873845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -873842.875000 Penalty: 3006.606934
	Iteration 37Q: 3 clusters Score -873842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -873843.312500 Penalty: 3006.606934
	Iteration 38Q: 3 clusters Score -873843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -873843.625000 Penalty: 3006.606934
	Iteration 39Q: 3 clusters Score -873843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -873843.875000 Penalty: 3006.606934
	Iteration 40F: 3 clusters Score -873843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -873844.937500 Penalty: 3006.606934
	Iteration 41Q: 3 clusters Score -873844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -873846.187500 Penalty: 3006.606934
	Iteration 42Q: 3 clusters Score -873846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -873846.000000 Penalty: 3006.606934
	Iteration 43Q: 3 clusters Score -873846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -873847.000000 Penalty: 3006.606934
	Iteration 44Q: 3 clusters Score -873847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -873846.562500 Penalty: 3006.606934
	Iteration 45Q: 3 clusters Score -873846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -873846.562500 Penalty: 3006.606934
	Iteration 46F: 3 clusters Score -873846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -538236.937500 Penalty: 1430.849121
	Iteration 0F: 2 clusters Score -538236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -533190.500000 Penalty: 2861.698242
	Iteration 0F: 3 clusters Score -533190.5 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -534757.250000 Penalty: 2861.698242
	Iteration 1F: 3 clusters Score -534757.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -534967.812500 Penalty: 2861.698242
	Iteration 2F: 3 clusters Score -534967.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -535221.312500 Penalty: 2861.698242
	Iteration 3F: 3 clusters Score -535221.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -535560.187500 Penalty: 2861.698242
	Iteration 4F: 3 clusters Score -535560.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -535975.000000 Penalty: 2861.698242
	Iteration 5F: 3 clusters Score -535975 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -536314.562500 Penalty: 2861.698242
	Iteration 6F: 3 clusters Score -536314.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -536572.250000 Penalty: 2861.698242
	Iteration 7F: 3 clusters Score -536572.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -536720.750000 Penalty: 2861.698242
	Iteration 8Q: 3 clusters Score -536720.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -536820.687500 Penalty: 2861.698242
	Iteration 9Q: 3 clusters Score -536820.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -536886.437500 Penalty: 2861.698242
	Iteration 10Q: 3 clusters Score -536886.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -536938.562500 Penalty: 2861.698242
	Iteration 11Q: 3 clusters Score -536938.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -536975.687500 Penalty: 2861.698242
	Iteration 12Q: 3 clusters Score -536975.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -537006.125000 Penalty: 2861.698242
	Iteration 13Q: 3 clusters Score -537006.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -537034.500000 Penalty: 2861.698242
	Iteration 14Q: 3 clusters Score -537034.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -537052.875000 Penalty: 2861.698242
	Iteration 15Q: 3 clusters Score -537052.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -537066.125000 Penalty: 2861.698242
	Iteration 16Q: 3 clusters Score -537066.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -537072.000000 Penalty: 2861.698242
	Iteration 17Q: 3 clusters Score -537072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -537077.437500 Penalty: 2861.698242
	Iteration 18Q: 3 clusters Score -537077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -537082.125000 Penalty: 2861.698242
	Iteration 19Q: 3 clusters Score -537082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -537084.812500 Penalty: 2861.698242
	Iteration 20F: 3 clusters Score -537084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -537087.125000 Penalty: 2861.698242
	Iteration 21Q: 3 clusters Score -537087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -537086.875000 Penalty: 2861.698242
	Iteration 22Q: 3 clusters Score -537086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -537089.562500 Penalty: 2861.698242
	Iteration 23Q: 3 clusters Score -537089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -537091.125000 Penalty: 2861.698242
	Iteration 24Q: 3 clusters Score -537091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -537093.687500 Penalty: 2861.698242
	Iteration 25Q: 3 clusters Score -537093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -537095.437500 Penalty: 2861.698242
	Iteration 26Q: 3 clusters Score -537095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -537096.062500 Penalty: 2861.698242
	Iteration 27Q: 3 clusters Score -537096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -537097.000000 Penalty: 2861.698242
	Iteration 28Q: 3 clusters Score -537097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -537097.500000 Penalty: 2861.698242
	Iteration 29Q: 3 clusters Score -537097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -537099.375000 Penalty: 2861.698242
	Iteration 30Q: 3 clusters Score -537099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -537100.500000 Penalty: 2861.698242
	Iteration 31Q: 3 clusters Score -537100.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -537099.875000 Penalty: 2861.698242
	Iteration 32Q: 3 clusters Score -537099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -537101.000000 Penalty: 2861.698242
	Iteration 33Q: 3 clusters Score -537101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -537102.500000 Penalty: 2861.698242
	Iteration 34Q: 3 clusters Score -537102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -537103.125000 Penalty: 2861.698242
	Iteration 35Q: 3 clusters Score -537103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -537101.937500 Penalty: 2861.698242
	Iteration 36Q: 3 clusters Score -537101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -537101.937500 Penalty: 2861.698242
	Iteration 37F: 3 clusters Score -537101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -427559.406250 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -427559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -423461.375000 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -423461.4 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -424682.062500 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -424682.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -424881.187500 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -424881.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425012.906250 Penalty: 2779.330811
	Iteration 3Q: 3 clusters Score -425012.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -425130.125000 Penalty: 2779.330811
	Iteration 4Q: 3 clusters Score -425130.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -425225.875000 Penalty: 2779.330811
	Iteration 5Q: 3 clusters Score -425225.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -425301.687500 Penalty: 2779.330811
	Iteration 6Q: 3 clusters Score -425301.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -425371.031250 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -425371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -425432.500000 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -425432.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -425490.531250 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -425490.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -425557.531250 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -425557.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -425628.968750 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -425629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -425702.125000 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -425702.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -425770.937500 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -425770.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -425865.031250 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -425865 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -425989.625000 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -425989.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -426135.031250 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -426135 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -426305.156250 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -426305.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -426494.000000 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -426494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -426609.156250 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -426609.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -426681.281250 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -426681.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -426731.093750 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -426731.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -426780.031250 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -426780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -426808.562500 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -426808.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -426830.125000 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -426830.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -426858.625000 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -426858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -426898.093750 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -426898.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -426939.281250 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -426939.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -426986.000000 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -426986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -427028.156250 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -427028.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -427058.875000 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -427058.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -427083.656250 Penalty: 2779.330811
	Iteration 31Q: 3 clusters Score -427083.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -427096.593750 Penalty: 2779.330811
	Iteration 32Q: 3 clusters Score -427096.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -427107.343750 Penalty: 2779.330811
	Iteration 33Q: 3 clusters Score -427107.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -427115.281250 Penalty: 2779.330811
	Iteration 34Q: 3 clusters Score -427115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -427122.468750 Penalty: 2779.330811
	Iteration 35Q: 3 clusters Score -427122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -427127.656250 Penalty: 2779.330811
	Iteration 36Q: 3 clusters Score -427127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -427132.187500 Penalty: 2779.330811
	Iteration 37Q: 3 clusters Score -427132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -427134.906250 Penalty: 2779.330811
	Iteration 38Q: 3 clusters Score -427134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -427136.750000 Penalty: 2779.330811
	Iteration 39Q: 3 clusters Score -427136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -427137.656250 Penalty: 2779.330811
	Iteration 40F: 3 clusters Score -427137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -427139.687500 Penalty: 2779.330811
	Iteration 41Q: 3 clusters Score -427139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -427139.593750 Penalty: 2779.330811
	Iteration 42Q: 3 clusters Score -427139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -427140.500000 Penalty: 2779.330811
	Iteration 43Q: 3 clusters Score -427140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -427140.718750 Penalty: 2779.330811
	Iteration 44Q: 3 clusters Score -427140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -427140.562500 Penalty: 2779.330811
	Iteration 45Q: 3 clusters Score -427140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -427140.562500 Penalty: 2779.330811
	Iteration 46F: 3 clusters Score -427140.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -242253.718750 Penalty: 1297.585938
	Iteration 0F: 2 clusters Score -242253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -239545.640625 Penalty: 2595.171875
	Iteration 0F: 3 clusters Score -239545.6 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -240199.078125 Penalty: 2595.171875
	Iteration 1F: 3 clusters Score -240199.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -240366.203125 Penalty: 2595.171875
	Iteration 2F: 3 clusters Score -240366.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -240491.187500 Penalty: 2595.171875
	Iteration 3F: 3 clusters Score -240491.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240586.562500 Penalty: 2595.171875
	Iteration 4Q: 3 clusters Score -240586.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -240661.718750 Penalty: 2595.171875
	Iteration 5Q: 3 clusters Score -240661.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -240734.437500 Penalty: 2595.171875
	Iteration 6Q: 3 clusters Score -240734.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -240804.281250 Penalty: 2595.171875
	Iteration 7Q: 3 clusters Score -240804.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -240864.453125 Penalty: 2595.171875
	Iteration 8Q: 3 clusters Score -240864.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -240911.140625 Penalty: 2595.171875
	Iteration 9Q: 3 clusters Score -240911.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -240948.093750 Penalty: 2595.171875
	Iteration 10Q: 3 clusters Score -240948.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -240976.343750 Penalty: 2595.171875
	Iteration 11Q: 3 clusters Score -240976.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -240996.937500 Penalty: 2595.171875
	Iteration 12Q: 3 clusters Score -240996.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -241014.843750 Penalty: 2595.171875
	Iteration 13Q: 3 clusters Score -241014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -241028.515625 Penalty: 2595.171875
	Iteration 14Q: 3 clusters Score -241028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -241042.093750 Penalty: 2595.171875
	Iteration 15Q: 3 clusters Score -241042.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -241052.093750 Penalty: 2595.171875
	Iteration 16Q: 3 clusters Score -241052.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -241061.656250 Penalty: 2595.171875
	Iteration 17Q: 3 clusters Score -241061.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -241068.796875 Penalty: 2595.171875
	Iteration 18Q: 3 clusters Score -241068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -241074.531250 Penalty: 2595.171875
	Iteration 19Q: 3 clusters Score -241074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241080.218750 Penalty: 2595.171875
	Iteration 20F: 3 clusters Score -241080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241086.921875 Penalty: 2595.171875
	Iteration 21Q: 3 clusters Score -241086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -241095.484375 Penalty: 2595.171875
	Iteration 22Q: 3 clusters Score -241095.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -241104.968750 Penalty: 2595.171875
	Iteration 23Q: 3 clusters Score -241105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -241112.406250 Penalty: 2595.171875
	Iteration 24Q: 3 clusters Score -241112.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -241119.484375 Penalty: 2595.171875
	Iteration 25Q: 3 clusters Score -241119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -241124.921875 Penalty: 2595.171875
	Iteration 26Q: 3 clusters Score -241124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -241129.968750 Penalty: 2595.171875
	Iteration 27Q: 3 clusters Score -241130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -241135.984375 Penalty: 2595.171875
	Iteration 28Q: 3 clusters Score -241136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -241138.687500 Penalty: 2595.171875
	Iteration 29Q: 3 clusters Score -241138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -241141.578125 Penalty: 2595.171875
	Iteration 30Q: 3 clusters Score -241141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -241142.703125 Penalty: 2595.171875
	Iteration 31Q: 3 clusters Score -241142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -241142.703125 Penalty: 2595.171875
	Iteration 32F: 3 clusters Score -241142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -51472.265625 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -51472.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50298.824219 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -50298.82 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50458.828125 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -50458.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50505.515625 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -50505.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50522.496094 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -50522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50532.304688 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -50532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50542.035156 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -50542.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50549.437500 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -50549.44 nChanged 5
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: -50553.660156 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -50553.66 nChanged 2
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: -50556.632812 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -50556.63 nChanged 0
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: -50556.632812 Penalty: 2097.939697
	Iteration 9F: 3 clusters Score -50556.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Entering Unmasked Estep 
Score: -1074889.500000 Penalty: 1534.815186
	Iteration 0F: 2 clusters Score -1074890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1066076.000000 Penalty: 3069.630371
	Iteration 0F: 3 clusters Score -1066076 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1069009.375000 Penalty: 3069.630371
	Iteration 1F: 3 clusters Score -1069009 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1069298.500000 Penalty: 3069.630371
	Iteration 2F: 3 clusters Score -1069298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1069573.000000 Penalty: 3069.630371
	Iteration 3F: 3 clusters Score -1069573 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1069878.625000 Penalty: 3069.630371
	Iteration 4Q: 3 clusters Score -1069879 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1070287.000000 Penalty: 3069.630371
	Iteration 5F: 3 clusters Score -1070287 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1070773.250000 Penalty: 3069.630371
	Iteration 6F: 3 clusters Score -1070773 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1071382.250000 Penalty: 3069.630371
	Iteration 7F: 3 clusters Score -1071382 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1072008.875000 Penalty: 3069.630371
	Iteration 8F: 3 clusters Score -1072009 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1072599.750000 Penalty: 3069.630371
	Iteration 9F: 3 clusters Score -1072600 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1073023.625000 Penalty: 3069.630371
	Iteration 10Q: 3 clusters Score -1073024 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1073254.875000 Penalty: 3069.630371
	Iteration 11Q: 3 clusters Score -1073255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1073392.000000 Penalty: 3069.630371
	Iteration 12Q: 3 clusters Score -1073392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1073481.500000 Penalty: 3069.630371
	Iteration 13Q: 3 clusters Score -1073482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1073549.875000 Penalty: 3069.630371
	Iteration 14Q: 3 clusters Score -1073550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1073593.000000 Penalty: 3069.630371
	Iteration 15Q: 3 clusters Score -1073593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1073627.125000 Penalty: 3069.630371
	Iteration 16Q: 3 clusters Score -1073627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1073658.000000 Penalty: 3069.630371
	Iteration 17Q: 3 clusters Score -1073658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1073679.500000 Penalty: 3069.630371
	Iteration 18Q: 3 clusters Score -1073680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1073697.625000 Penalty: 3069.630371
	Iteration 19Q: 3 clusters Score -1073698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1073707.000000 Penalty: 3069.630371
	Iteration 20F: 3 clusters Score -1073707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1073708.500000 Penalty: 3069.630371
	Iteration 21Q: 3 clusters Score -1073708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1073713.500000 Penalty: 3069.630371
	Iteration 22Q: 3 clusters Score -1073714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1073720.250000 Penalty: 3069.630371
	Iteration 23Q: 3 clusters Score -1073720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1073722.750000 Penalty: 3069.630371
	Iteration 24Q: 3 clusters Score -1073723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1073724.125000 Penalty: 3069.630371
	Iteration 25Q: 3 clusters Score -1073724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1073724.375000 Penalty: 3069.630371
	Iteration 26Q: 3 clusters Score -1073724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1073726.250000 Penalty: 3069.630371
	Iteration 27Q: 3 clusters Score -1073726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1073728.875000 Penalty: 3069.630371
	Iteration 28Q: 3 clusters Score -1073729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1073730.250000 Penalty: 3069.630371
	Iteration 29Q: 3 clusters Score -1073730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1073732.750000 Penalty: 3069.630371
	Iteration 30Q: 3 clusters Score -1073733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1073732.750000 Penalty: 3069.630371
	Iteration 31F: 3 clusters Score -1073733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -125897.898438 Penalty: 1221.066406
	Iteration 0F: 2 clusters Score -125897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -123967.046875 Penalty: 2442.132812
	Iteration 0F: 3 clusters Score -123967 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124744.406250 Penalty: 2442.132812
	Iteration 1F: 3 clusters Score -124744.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -125106.242188 Penalty: 2442.132812
	Iteration 2F: 3 clusters Score -125106.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -125292.554688 Penalty: 2442.132812
	Iteration 3F: 3 clusters Score -125292.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -125394.953125 Penalty: 2442.132812
	Iteration 4Q: 3 clusters Score -125395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -125454.085938 Penalty: 2442.132812
	Iteration 5Q: 3 clusters Score -125454.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -125484.835938 Penalty: 2442.132812
	Iteration 6Q: 3 clusters Score -125484.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -125505.453125 Penalty: 2442.132812
	Iteration 7Q: 3 clusters Score -125505.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -125523.195312 Penalty: 2442.132812
	Iteration 8Q: 3 clusters Score -125523.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -125537.156250 Penalty: 2442.132812
	Iteration 9Q: 3 clusters Score -125537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -125545.898438 Penalty: 2442.132812
	Iteration 10Q: 3 clusters Score -125545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -125549.898438 Penalty: 2442.132812
	Iteration 11Q: 3 clusters Score -125549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -125552.468750 Penalty: 2442.132812
	Iteration 12Q: 3 clusters Score -125552.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -125554.320312 Penalty: 2442.132812
	Iteration 13Q: 3 clusters Score -125554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -125554.820312 Penalty: 2442.132812
	Iteration 14Q: 3 clusters Score -125554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125555.171875 Penalty: 2442.132812
	Iteration 15Q: 3 clusters Score -125555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -125555.171875 Penalty: 2442.132812
	Iteration 16F: 3 clusters Score -125555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -241836.218750 Penalty: 1302.168213
	Iteration 0F: 2 clusters Score -241836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -239185.937500 Penalty: 2604.336426
	Iteration 0F: 3 clusters Score -239185.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -239974.453125 Penalty: 2604.336426
	Iteration 1F: 3 clusters Score -239974.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -240247.890625 Penalty: 2604.336426
	Iteration 2F: 3 clusters Score -240247.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -240459.765625 Penalty: 2604.336426
	Iteration 3F: 3 clusters Score -240459.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -240632.140625 Penalty: 2604.336426
	Iteration 4F: 3 clusters Score -240632.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -240761.515625 Penalty: 2604.336426
	Iteration 5Q: 3 clusters Score -240761.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -240845.796875 Penalty: 2604.336426
	Iteration 6Q: 3 clusters Score -240845.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -240903.328125 Penalty: 2604.336426
	Iteration 7Q: 3 clusters Score -240903.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -240952.515625 Penalty: 2604.336426
	Iteration 8Q: 3 clusters Score -240952.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -240988.937500 Penalty: 2604.336426
	Iteration 9Q: 3 clusters Score -240988.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -241017.125000 Penalty: 2604.336426
	Iteration 10Q: 3 clusters Score -241017.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -241038.750000 Penalty: 2604.336426
	Iteration 11Q: 3 clusters Score -241038.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -241057.093750 Penalty: 2604.336426
	Iteration 12Q: 3 clusters Score -241057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -241073.359375 Penalty: 2604.336426
	Iteration 13Q: 3 clusters Score -241073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -241083.437500 Penalty: 2604.336426
	Iteration 14Q: 3 clusters Score -241083.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -241102.281250 Penalty: 2604.336426
	Iteration 15Q: 3 clusters Score -241102.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -241117.781250 Penalty: 2604.336426
	Iteration 16Q: 3 clusters Score -241117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -241132.390625 Penalty: 2604.336426
	Iteration 17Q: 3 clusters Score -241132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -241143.031250 Penalty: 2604.336426
	Iteration 18Q: 3 clusters Score -241143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -241151.703125 Penalty: 2604.336426
	Iteration 19Q: 3 clusters Score -241151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -241155.109375 Penalty: 2604.336426
	Iteration 20F: 3 clusters Score -241155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -241160.171875 Penalty: 2604.336426
	Iteration 21Q: 3 clusters Score -241160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -241163.562500 Penalty: 2604.336426
	Iteration 22Q: 3 clusters Score -241163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -241165.406250 Penalty: 2604.336426
	Iteration 23Q: 3 clusters Score -241165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -241166.656250 Penalty: 2604.336426
	Iteration 24Q: 3 clusters Score -241166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -241168.359375 Penalty: 2604.336426
	Iteration 25Q: 3 clusters Score -241168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -241171.234375 Penalty: 2604.336426
	Iteration 26Q: 3 clusters Score -241171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -241171.750000 Penalty: 2604.336426
	Iteration 27Q: 3 clusters Score -241171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -241171.750000 Penalty: 2604.336426
	Iteration 28F: 3 clusters Score -241171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Entering Unmasked Estep 
Score: -601680.062500 Penalty: 1447.574951
	Iteration 0F: 2 clusters Score -601680.1 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 3642 members 
Entering Unmasked Estep 
Score: -596198.250000 Penalty: 2895.149902
	Iteration 0F: 3 clusters Score -596198.2 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -597861.437500 Penalty: 2895.149902
	Iteration 1F: 3 clusters Score -597861.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -598089.750000 Penalty: 2895.149902
	Iteration 2F: 3 clusters Score -598089.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -598281.062500 Penalty: 2895.149902
	Iteration 3F: 3 clusters Score -598281.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -598465.562500 Penalty: 2895.149902
	Iteration 4Q: 3 clusters Score -598465.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -598646.625000 Penalty: 2895.149902
	Iteration 5Q: 3 clusters Score -598646.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -598853.250000 Penalty: 2895.149902
	Iteration 6Q: 3 clusters Score -598853.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -599064.437500 Penalty: 2895.149902
	Iteration 7Q: 3 clusters Score -599064.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -599284.437500 Penalty: 2895.149902
	Iteration 8Q: 3 clusters Score -599284.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -599470.000000 Penalty: 2895.149902
	Iteration 9Q: 3 clusters Score -599470 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -599638.375000 Penalty: 2895.149902
	Iteration 10Q: 3 clusters Score -599638.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -599795.812500 Penalty: 2895.149902
	Iteration 11Q: 3 clusters Score -599795.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -599940.250000 Penalty: 2895.149902
	Iteration 12Q: 3 clusters Score -599940.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -600063.125000 Penalty: 2895.149902
	Iteration 13Q: 3 clusters Score -600063.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -600165.000000 Penalty: 2895.149902
	Iteration 14Q: 3 clusters Score -600165 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -600244.500000 Penalty: 2895.149902
	Iteration 15Q: 3 clusters Score -600244.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -600294.187500 Penalty: 2895.149902
	Iteration 16Q: 3 clusters Score -600294.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -600328.312500 Penalty: 2895.149902
	Iteration 17Q: 3 clusters Score -600328.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -600354.375000 Penalty: 2895.149902
	Iteration 18Q: 3 clusters Score -600354.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -600376.000000 Penalty: 2895.149902
	Iteration 19Q: 3 clusters Score -600376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -600386.562500 Penalty: 2895.149902
	Iteration 20F: 3 clusters Score -600386.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -600402.812500 Penalty: 2895.149902
	Iteration 21Q: 3 clusters Score -600402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -600416.250000 Penalty: 2895.149902
	Iteration 22Q: 3 clusters Score -600416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -600427.875000 Penalty: 2895.149902
	Iteration 23Q: 3 clusters Score -600427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -600437.625000 Penalty: 2895.149902
	Iteration 24Q: 3 clusters Score -600437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -600446.250000 Penalty: 2895.149902
	Iteration 25Q: 3 clusters Score -600446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -600458.500000 Penalty: 2895.149902
	Iteration 26Q: 3 clusters Score -600458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -600461.000000 Penalty: 2895.149902
	Iteration 27Q: 3 clusters Score -600461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -600468.187500 Penalty: 2895.149902
	Iteration 28Q: 3 clusters Score -600468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -600470.062500 Penalty: 2895.149902
	Iteration 29Q: 3 clusters Score -600470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -600474.562500 Penalty: 2895.149902
	Iteration 30Q: 3 clusters Score -600474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -600479.125000 Penalty: 2895.149902
	Iteration 31Q: 3 clusters Score -600479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -600482.375000 Penalty: 2895.149902
	Iteration 32Q: 3 clusters Score -600482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -600484.750000 Penalty: 2895.149902
	Iteration 33Q: 3 clusters Score -600484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -600485.375000 Penalty: 2895.149902
	Iteration 34Q: 3 clusters Score -600485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -600485.375000 Penalty: 2895.149902
	Iteration 35F: 3 clusters Score -600485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Entering Unmasked Estep 
Score: -5447723.500000 Penalty: 1796.787842
	Iteration 0F: 2 clusters Score -5447724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5405386.500000 Penalty: 3593.575684
	Iteration 0F: 3 clusters Score -5405386 nChanged 30067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5422408.500000 Penalty: 3593.575684
	Iteration 1F: 3 clusters Score -5422408 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -5422828.500000 Penalty: 3593.575684
	Iteration 2Q: 3 clusters Score -5422828 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5423222.500000 Penalty: 3593.575684
	Iteration 3Q: 3 clusters Score -5423222 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5423647.500000 Penalty: 3593.575684
	Iteration 4Q: 3 clusters Score -5423648 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5424111.000000 Penalty: 3593.575684
	Iteration 5Q: 3 clusters Score -5424111 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5424812.000000 Penalty: 3593.575684
	Iteration 6Q: 3 clusters Score -5424812 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5425718.500000 Penalty: 3593.575684
	Iteration 7Q: 3 clusters Score -5425718 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5427253.500000 Penalty: 3593.575684
	Iteration 8Q: 3 clusters Score -5427254 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5429701.000000 Penalty: 3593.575684
	Iteration 9F: 3 clusters Score -5429701 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5433160.000000 Penalty: 3593.575684
	Iteration 10F: 3 clusters Score -5433160 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -5437193.500000 Penalty: 3593.575684
	Iteration 11F: 3 clusters Score -5437194 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5440748.000000 Penalty: 3593.575684
	Iteration 12F: 3 clusters Score -5440748 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5443099.500000 Penalty: 3593.575684
	Iteration 13Q: 3 clusters Score -5443100 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5444465.500000 Penalty: 3593.575684
	Iteration 14Q: 3 clusters Score -5444466 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5445192.500000 Penalty: 3593.575684
	Iteration 15Q: 3 clusters Score -5445192 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5445622.000000 Penalty: 3593.575684
	Iteration 16Q: 3 clusters Score -5445622 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5445916.000000 Penalty: 3593.575684
	Iteration 17Q: 3 clusters Score -5445916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5446092.500000 Penalty: 3593.575684
	Iteration 18Q: 3 clusters Score -5446092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5446209.000000 Penalty: 3593.575684
	Iteration 19Q: 3 clusters Score -5446209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5446259.000000 Penalty: 3593.575684
	Iteration 20F: 3 clusters Score -5446259 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5446291.500000 Penalty: 3593.575684
	Iteration 21Q: 3 clusters Score -5446292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5446316.500000 Penalty: 3593.575684
	Iteration 22Q: 3 clusters Score -5446316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5446331.000000 Penalty: 3593.575684
	Iteration 23Q: 3 clusters Score -5446331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5446347.000000 Penalty: 3593.575684
	Iteration 24Q: 3 clusters Score -5446347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5446356.500000 Penalty: 3593.575684
	Iteration 25Q: 3 clusters Score -5446356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5446368.000000 Penalty: 3593.575684
	Iteration 26Q: 3 clusters Score -5446368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5446370.000000 Penalty: 3593.575684
	Iteration 27Q: 3 clusters Score -5446370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5446370.000000 Penalty: 3593.575684
	Iteration 28F: 3 clusters Score -5446370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Entering Unmasked Estep 
Score: -1607506.625000 Penalty: 1601.246460
	Iteration 0F: 2 clusters Score -1607507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1594532.250000 Penalty: 3202.492920
	Iteration 0F: 3 clusters Score -1594532 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1599333.375000 Penalty: 3202.492920
	Iteration 1F: 3 clusters Score -1599333 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1599766.125000 Penalty: 3202.492920
	Iteration 2F: 3 clusters Score -1599766 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1600234.250000 Penalty: 3202.492920
	Iteration 3F: 3 clusters Score -1600234 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1600697.000000 Penalty: 3202.492920
	Iteration 4Q: 3 clusters Score -1600697 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1601185.375000 Penalty: 3202.492920
	Iteration 5F: 3 clusters Score -1601185 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1601732.750000 Penalty: 3202.492920
	Iteration 6F: 3 clusters Score -1601733 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1602262.375000 Penalty: 3202.492920
	Iteration 7F: 3 clusters Score -1602262 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1602756.250000 Penalty: 3202.492920
	Iteration 8Q: 3 clusters Score -1602756 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1603215.875000 Penalty: 3202.492920
	Iteration 9Q: 3 clusters Score -1603216 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1603606.625000 Penalty: 3202.492920
	Iteration 10Q: 3 clusters Score -1603607 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1603937.875000 Penalty: 3202.492920
	Iteration 11Q: 3 clusters Score -1603938 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1604203.125000 Penalty: 3202.492920
	Iteration 12Q: 3 clusters Score -1604203 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1604402.875000 Penalty: 3202.492920
	Iteration 13Q: 3 clusters Score -1604403 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1604592.125000 Penalty: 3202.492920
	Iteration 14Q: 3 clusters Score -1604592 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1604721.500000 Penalty: 3202.492920
	Iteration 15Q: 3 clusters Score -1604722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1604815.250000 Penalty: 3202.492920
	Iteration 16Q: 3 clusters Score -1604815 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1604871.375000 Penalty: 3202.492920
	Iteration 17Q: 3 clusters Score -1604871 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1604919.750000 Penalty: 3202.492920
	Iteration 18Q: 3 clusters Score -1604920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1604964.625000 Penalty: 3202.492920
	Iteration 19Q: 3 clusters Score -1604965 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1604990.875000 Penalty: 3202.492920
	Iteration 20F: 3 clusters Score -1604991 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1605033.750000 Penalty: 3202.492920
	Iteration 21Q: 3 clusters Score -1605034 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1605064.500000 Penalty: 3202.492920
	Iteration 22Q: 3 clusters Score -1605064 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1605088.750000 Penalty: 3202.492920
	Iteration 23Q: 3 clusters Score -1605089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1605107.375000 Penalty: 3202.492920
	Iteration 24Q: 3 clusters Score -1605107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1605114.875000 Penalty: 3202.492920
	Iteration 25Q: 3 clusters Score -1605115 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1605136.125000 Penalty: 3202.492920
	Iteration 26Q: 3 clusters Score -1605136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1605146.625000 Penalty: 3202.492920
	Iteration 27Q: 3 clusters Score -1605147 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1605149.125000 Penalty: 3202.492920
	Iteration 28Q: 3 clusters Score -1605149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1605156.750000 Penalty: 3202.492920
	Iteration 29Q: 3 clusters Score -1605157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1605162.125000 Penalty: 3202.492920
	Iteration 30Q: 3 clusters Score -1605162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1605174.875000 Penalty: 3202.492920
	Iteration 31Q: 3 clusters Score -1605175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1605184.625000 Penalty: 3202.492920
	Iteration 32Q: 3 clusters Score -1605185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1605187.500000 Penalty: 3202.492920
	Iteration 33Q: 3 clusters Score -1605188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1605190.375000 Penalty: 3202.492920
	Iteration 34Q: 3 clusters Score -1605190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1605195.125000 Penalty: 3202.492920
	Iteration 35Q: 3 clusters Score -1605195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1605210.250000 Penalty: 3202.492920
	Iteration 36Q: 3 clusters Score -1605210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1605215.875000 Penalty: 3202.492920
	Iteration 37Q: 3 clusters Score -1605216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1605223.750000 Penalty: 3202.492920
	Iteration 38Q: 3 clusters Score -1605224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1605231.750000 Penalty: 3202.492920
	Iteration 39Q: 3 clusters Score -1605232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1605251.625000 Penalty: 3202.492920
	Iteration 40F: 3 clusters Score -1605252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1605257.500000 Penalty: 3202.492920
	Iteration 41Q: 3 clusters Score -1605258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1605267.500000 Penalty: 3202.492920
	Iteration 42Q: 3 clusters Score -1605268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1605283.250000 Penalty: 3202.492920
	Iteration 43Q: 3 clusters Score -1605283 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1605305.750000 Penalty: 3202.492920
	Iteration 44Q: 3 clusters Score -1605306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1605324.125000 Penalty: 3202.492920
	Iteration 45Q: 3 clusters Score -1605324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1605341.625000 Penalty: 3202.492920
	Iteration 46Q: 3 clusters Score -1605342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1605360.125000 Penalty: 3202.492920
	Iteration 47Q: 3 clusters Score -1605360 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1605386.000000 Penalty: 3202.492920
	Iteration 48Q: 3 clusters Score -1605386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1605420.750000 Penalty: 3202.492920
	Iteration 49Q: 3 clusters Score -1605421 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1605439.000000 Penalty: 3202.492920
	Iteration 50Q: 3 clusters Score -1605439 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1605452.375000 Penalty: 3202.492920
	Iteration 51Q: 3 clusters Score -1605452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1605468.750000 Penalty: 3202.492920
	Iteration 52Q: 3 clusters Score -1605469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1605475.750000 Penalty: 3202.492920
	Iteration 53Q: 3 clusters Score -1605476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1605483.000000 Penalty: 3202.492920
	Iteration 54Q: 3 clusters Score -1605483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1605489.625000 Penalty: 3202.492920
	Iteration 55Q: 3 clusters Score -1605490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1605496.250000 Penalty: 3202.492920
	Iteration 56Q: 3 clusters Score -1605496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1605509.250000 Penalty: 3202.492920
	Iteration 57Q: 3 clusters Score -1605509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1605518.875000 Penalty: 3202.492920
	Iteration 58Q: 3 clusters Score -1605519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1605532.875000 Penalty: 3202.492920
	Iteration 59Q: 3 clusters Score -1605533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1605532.875000 Penalty: 3202.492920
	Iteration 60F: 3 clusters Score -1605533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1605542.375000 Penalty: 3202.492920
	Iteration 61Q: 3 clusters Score -1605542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1605552.875000 Penalty: 3202.492920
	Iteration 62Q: 3 clusters Score -1605553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1605564.125000 Penalty: 3202.492920
	Iteration 63Q: 3 clusters Score -1605564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1605577.500000 Penalty: 3202.492920
	Iteration 64Q: 3 clusters Score -1605578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1605588.875000 Penalty: 3202.492920
	Iteration 65Q: 3 clusters Score -1605589 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1605606.000000 Penalty: 3202.492920
	Iteration 66Q: 3 clusters Score -1605606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1605620.250000 Penalty: 3202.492920
	Iteration 67Q: 3 clusters Score -1605620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1605632.000000 Penalty: 3202.492920
	Iteration 68Q: 3 clusters Score -1605632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1605650.250000 Penalty: 3202.492920
	Iteration 69Q: 3 clusters Score -1605650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1605653.750000 Penalty: 3202.492920
	Iteration 70Q: 3 clusters Score -1605654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1605664.000000 Penalty: 3202.492920
	Iteration 71Q: 3 clusters Score -1605664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1605684.625000 Penalty: 3202.492920
	Iteration 72Q: 3 clusters Score -1605685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1605710.875000 Penalty: 3202.492920
	Iteration 73Q: 3 clusters Score -1605711 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1605734.750000 Penalty: 3202.492920
	Iteration 74Q: 3 clusters Score -1605735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1605776.250000 Penalty: 3202.492920
	Iteration 75Q: 3 clusters Score -1605776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1605813.500000 Penalty: 3202.492920
	Iteration 76Q: 3 clusters Score -1605814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1605868.625000 Penalty: 3202.492920
	Iteration 77Q: 3 clusters Score -1605869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1605920.125000 Penalty: 3202.492920
	Iteration 78Q: 3 clusters Score -1605920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1605979.500000 Penalty: 3202.492920
	Iteration 79Q: 3 clusters Score -1605980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1606040.125000 Penalty: 3202.492920
	Iteration 80F: 3 clusters Score -1606040 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1606097.000000 Penalty: 3202.492920
	Iteration 81Q: 3 clusters Score -1606097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1606165.375000 Penalty: 3202.492920
	Iteration 82Q: 3 clusters Score -1606165 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1606235.375000 Penalty: 3202.492920
	Iteration 83Q: 3 clusters Score -1606235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1606292.375000 Penalty: 3202.492920
	Iteration 84Q: 3 clusters Score -1606292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1606362.000000 Penalty: 3202.492920
	Iteration 85Q: 3 clusters Score -1606362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1606433.500000 Penalty: 3202.492920
	Iteration 86Q: 3 clusters Score -1606434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1606489.875000 Penalty: 3202.492920
	Iteration 87Q: 3 clusters Score -1606490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1606530.375000 Penalty: 3202.492920
	Iteration 88Q: 3 clusters Score -1606530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1606580.250000 Penalty: 3202.492920
	Iteration 89Q: 3 clusters Score -1606580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1606617.125000 Penalty: 3202.492920
	Iteration 90Q: 3 clusters Score -1606617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1606645.875000 Penalty: 3202.492920
	Iteration 91Q: 3 clusters Score -1606646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1606673.750000 Penalty: 3202.492920
	Iteration 92Q: 3 clusters Score -1606674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1606689.125000 Penalty: 3202.492920
	Iteration 93Q: 3 clusters Score -1606689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1606701.500000 Penalty: 3202.492920
	Iteration 94Q: 3 clusters Score -1606702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1606716.000000 Penalty: 3202.492920
	Iteration 95Q: 3 clusters Score -1606716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1606727.750000 Penalty: 3202.492920
	Iteration 96Q: 3 clusters Score -1606728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1606731.125000 Penalty: 3202.492920
	Iteration 97Q: 3 clusters Score -1606731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1606735.000000 Penalty: 3202.492920
	Iteration 98Q: 3 clusters Score -1606735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1606741.375000 Penalty: 3202.492920
	Iteration 99Q: 3 clusters Score -1606741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1606741.375000 Penalty: 3202.492920
	Iteration 100F: 3 clusters Score -1606741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1606743.125000 Penalty: 3202.492920
	Iteration 101Q: 3 clusters Score -1606743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1606744.125000 Penalty: 3202.492920
	Iteration 102Q: 3 clusters Score -1606744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1606746.625000 Penalty: 3202.492920
	Iteration 103Q: 3 clusters Score -1606747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1606746.000000 Penalty: 3202.492920
	Iteration 104Q: 3 clusters Score -1606746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1606748.625000 Penalty: 3202.492920
	Iteration 105Q: 3 clusters Score -1606749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1606748.375000 Penalty: 3202.492920
	Iteration 106Q: 3 clusters Score -1606748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1606746.875000 Penalty: 3202.492920
	Iteration 107Q: 3 clusters Score -1606747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1606747.250000 Penalty: 3202.492920
	Iteration 108Q: 3 clusters Score -1606747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1606749.125000 Penalty: 3202.492920
	Iteration 109Q: 3 clusters Score -1606749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1606749.375000 Penalty: 3202.492920
	Iteration 110Q: 3 clusters Score -1606749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1606750.250000 Penalty: 3202.492920
	Iteration 111Q: 3 clusters Score -1606750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1606750.250000 Penalty: 3202.492920
	Iteration 112F: 3 clusters Score -1606750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -596706.750000 Penalty: 1441.391357
	Iteration 0F: 2 clusters Score -596706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -591404.062500 Penalty: 2882.782715
	Iteration 0F: 3 clusters Score -591404.1 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -593147.687500 Penalty: 2882.782715
	Iteration 1F: 3 clusters Score -593147.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -593484.500000 Penalty: 2882.782715
	Iteration 2F: 3 clusters Score -593484.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -593862.250000 Penalty: 2882.782715
	Iteration 3F: 3 clusters Score -593862.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -594265.062500 Penalty: 2882.782715
	Iteration 4F: 3 clusters Score -594265.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -594619.312500 Penalty: 2882.782715
	Iteration 5F: 3 clusters Score -594619.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -594888.812500 Penalty: 2882.782715
	Iteration 6F: 3 clusters Score -594888.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -595095.062500 Penalty: 2882.782715
	Iteration 7Q: 3 clusters Score -595095.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -595231.750000 Penalty: 2882.782715
	Iteration 8Q: 3 clusters Score -595231.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -595333.437500 Penalty: 2882.782715
	Iteration 9Q: 3 clusters Score -595333.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -595426.312500 Penalty: 2882.782715
	Iteration 10Q: 3 clusters Score -595426.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -595498.062500 Penalty: 2882.782715
	Iteration 11Q: 3 clusters Score -595498.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -595553.875000 Penalty: 2882.782715
	Iteration 12Q: 3 clusters Score -595553.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -595595.187500 Penalty: 2882.782715
	Iteration 13Q: 3 clusters Score -595595.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -595622.125000 Penalty: 2882.782715
	Iteration 14Q: 3 clusters Score -595622.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -595636.125000 Penalty: 2882.782715
	Iteration 15Q: 3 clusters Score -595636.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -595648.125000 Penalty: 2882.782715
	Iteration 16Q: 3 clusters Score -595648.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -595657.812500 Penalty: 2882.782715
	Iteration 17Q: 3 clusters Score -595657.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -595666.062500 Penalty: 2882.782715
	Iteration 18Q: 3 clusters Score -595666.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -595670.062500 Penalty: 2882.782715
	Iteration 19Q: 3 clusters Score -595670.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -595671.250000 Penalty: 2882.782715
	Iteration 20F: 3 clusters Score -595671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -595672.562500 Penalty: 2882.782715
	Iteration 21Q: 3 clusters Score -595672.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -595674.562500 Penalty: 2882.782715
	Iteration 22Q: 3 clusters Score -595674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -595676.000000 Penalty: 2882.782715
	Iteration 23Q: 3 clusters Score -595676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -595677.187500 Penalty: 2882.782715
	Iteration 24Q: 3 clusters Score -595677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -595677.187500 Penalty: 2882.782715
	Iteration 25Q: 3 clusters Score -595677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -595676.937500 Penalty: 2882.782715
	Iteration 26Q: 3 clusters Score -595676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -595676.500000 Penalty: 2882.782715
	Iteration 27Q: 3 clusters Score -595676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -595677.625000 Penalty: 2882.782715
	Iteration 28Q: 3 clusters Score -595677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -595677.500000 Penalty: 2882.782715
	Iteration 29Q: 3 clusters Score -595677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -595678.062500 Penalty: 2882.782715
	Iteration 30Q: 3 clusters Score -595678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -595678.750000 Penalty: 2882.782715
	Iteration 31Q: 3 clusters Score -595678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -595679.687500 Penalty: 2882.782715
	Iteration 32Q: 3 clusters Score -595679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -595679.562500 Penalty: 2882.782715
	Iteration 33Q: 3 clusters Score -595679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -595678.812500 Penalty: 2882.782715
	Iteration 34Q: 3 clusters Score -595678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -595679.375000 Penalty: 2882.782715
	Iteration 35Q: 3 clusters Score -595679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -595679.375000 Penalty: 2882.782715
	Iteration 36F: 3 clusters Score -595679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205752 members 
Entering Unmasked Estep 
Score: -17732438.000000 Penalty: 1988.094360
	Iteration 0F: 2 clusters Score -1.773244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -17593724.000000 Penalty: 3976.188721
	Iteration 0F: 3 clusters Score -1.759372e+07 nChanged 99978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -17654204.000000 Penalty: 3976.188721
	Iteration 1F: 3 clusters Score -1.76542e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -17656218.000000 Penalty: 3976.188721
	Iteration 2Q: 3 clusters Score -1.765622e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 93117 members 
Entering Unmasked Estep 
Score: -17659372.000000 Penalty: 3976.188721
	Iteration 3Q: 3 clusters Score -1.765937e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -17664548.000000 Penalty: 3976.188721
	Iteration 4F: 3 clusters Score -1.766455e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -17672298.000000 Penalty: 3976.188721
	Iteration 5F: 3 clusters Score -1.76723e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134049 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -17682186.000000 Penalty: 3976.188721
	Iteration 6F: 3 clusters Score -1.768219e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -17691938.000000 Penalty: 3976.188721
	Iteration 7F: 3 clusters Score -1.769194e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147577 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -17699414.000000 Penalty: 3976.188721
	Iteration 8F: 3 clusters Score -1.769941e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -17703218.000000 Penalty: 3976.188721
	Iteration 9Q: 3 clusters Score -1.770322e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -17705538.000000 Penalty: 3976.188721
	Iteration 10Q: 3 clusters Score -1.770554e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -17707338.000000 Penalty: 3976.188721
	Iteration 11Q: 3 clusters Score -1.770734e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164500 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -17709096.000000 Penalty: 3976.188721
	Iteration 12Q: 3 clusters Score -1.77091e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -17710882.000000 Penalty: 3976.188721
	Iteration 13Q: 3 clusters Score -1.771088e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -17712718.000000 Penalty: 3976.188721
	Iteration 14Q: 3 clusters Score -1.771272e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -17714794.000000 Penalty: 3976.188721
	Iteration 15Q: 3 clusters Score -1.771479e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -17716734.000000 Penalty: 3976.188721
	Iteration 16Q: 3 clusters Score -1.771673e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184313 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -17718644.000000 Penalty: 3976.188721
	Iteration 17Q: 3 clusters Score -1.771864e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -17720450.000000 Penalty: 3976.188721
	Iteration 18Q: 3 clusters Score -1.772045e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190783 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -17722254.000000 Penalty: 3976.188721
	Iteration 19Q: 3 clusters Score -1.772225e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193595 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -17723896.000000 Penalty: 3976.188721
	Iteration 20F: 3 clusters Score -1.77239e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195995 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -17725244.000000 Penalty: 3976.188721
	Iteration 21Q: 3 clusters Score -1.772524e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198081 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -17726472.000000 Penalty: 3976.188721
	Iteration 22Q: 3 clusters Score -1.772647e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199830 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -17727486.000000 Penalty: 3976.188721
	Iteration 23Q: 3 clusters Score -1.772749e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201220 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -17728370.000000 Penalty: 3976.188721
	Iteration 24Q: 3 clusters Score -1.772837e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202309 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -17728938.000000 Penalty: 3976.188721
	Iteration 25Q: 3 clusters Score -1.772894e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203163 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -17729522.000000 Penalty: 3976.188721
	Iteration 26Q: 3 clusters Score -1.772952e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17729862.000000 Penalty: 3976.188721
	Iteration 27Q: 3 clusters Score -1.772986e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -17730206.000000 Penalty: 3976.188721
	Iteration 28Q: 3 clusters Score -1.773021e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17730338.000000 Penalty: 3976.188721
	Iteration 29Q: 3 clusters Score -1.773034e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17730436.000000 Penalty: 3976.188721
	Iteration 30Q: 3 clusters Score -1.773044e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204854 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -17730532.000000 Penalty: 3976.188721
	Iteration 31Q: 3 clusters Score -1.773053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204967 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17730588.000000 Penalty: 3976.188721
	Iteration 32Q: 3 clusters Score -1.773059e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17730662.000000 Penalty: 3976.188721
	Iteration 33Q: 3 clusters Score -1.773066e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205108 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -17730716.000000 Penalty: 3976.188721
	Iteration 34Q: 3 clusters Score -1.773072e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205156 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17730754.000000 Penalty: 3976.188721
	Iteration 35Q: 3 clusters Score -1.773075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205181 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -17730754.000000 Penalty: 3976.188721
	Iteration 36Q: 3 clusters Score -1.773075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205200 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17730764.000000 Penalty: 3976.188721
	Iteration 37Q: 3 clusters Score -1.773076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205216 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -17730782.000000 Penalty: 3976.188721
	Iteration 38Q: 3 clusters Score -1.773078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205233 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17730786.000000 Penalty: 3976.188721
	Iteration 39Q: 3 clusters Score -1.773079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205246 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -17730794.000000 Penalty: 3976.188721
	Iteration 40F: 3 clusters Score -1.773079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17730810.000000 Penalty: 3976.188721
	Iteration 41Q: 3 clusters Score -1.773081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205272 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -17730810.000000 Penalty: 3976.188721
	Iteration 42Q: 3 clusters Score -1.773081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17730802.000000 Penalty: 3976.188721
	Iteration 43Q: 3 clusters Score -1.77308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17730810.000000 Penalty: 3976.188721
	Iteration 44Q: 3 clusters Score -1.773081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17730812.000000 Penalty: 3976.188721
	Iteration 45Q: 3 clusters Score -1.773081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17730814.000000 Penalty: 3976.188721
	Iteration 46Q: 3 clusters Score -1.773081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17730826.000000 Penalty: 3976.188721
	Iteration 47Q: 3 clusters Score -1.773083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205283 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17730820.000000 Penalty: 3976.188721
	Iteration 48Q: 3 clusters Score -1.773082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205286 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -17730820.000000 Penalty: 3976.188721
	Iteration 49Q: 3 clusters Score -1.773082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -17730824.000000 Penalty: 3976.188721
	Iteration 50Q: 3 clusters Score -1.773082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205292 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -17730828.000000 Penalty: 3976.188721
	Iteration 51Q: 3 clusters Score -1.773083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17730824.000000 Penalty: 3976.188721
	Iteration 52Q: 3 clusters Score -1.773082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -17730824.000000 Penalty: 3976.188721
	Iteration 53F: 3 clusters Score -1.773082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -428072.031250 Penalty: 1389.382812
	Iteration 0F: 2 clusters Score -428072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -424004.593750 Penalty: 2778.765625
	Iteration 0F: 3 clusters Score -424004.6 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -425072.781250 Penalty: 2778.765625
	Iteration 1F: 3 clusters Score -425072.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -425254.187500 Penalty: 2778.765625
	Iteration 2F: 3 clusters Score -425254.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -425378.531250 Penalty: 2778.765625
	Iteration 3Q: 3 clusters Score -425378.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -425497.093750 Penalty: 2778.765625
	Iteration 4Q: 3 clusters Score -425497.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -425611.687500 Penalty: 2778.765625
	Iteration 5Q: 3 clusters Score -425611.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -425710.031250 Penalty: 2778.765625
	Iteration 6Q: 3 clusters Score -425710 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -425800.750000 Penalty: 2778.765625
	Iteration 7Q: 3 clusters Score -425800.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -425877.343750 Penalty: 2778.765625
	Iteration 8Q: 3 clusters Score -425877.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -425959.500000 Penalty: 2778.765625
	Iteration 9Q: 3 clusters Score -425959.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -426040.031250 Penalty: 2778.765625
	Iteration 10Q: 3 clusters Score -426040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -426114.875000 Penalty: 2778.765625
	Iteration 11Q: 3 clusters Score -426114.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -426190.281250 Penalty: 2778.765625
	Iteration 12Q: 3 clusters Score -426190.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -426273.781250 Penalty: 2778.765625
	Iteration 13Q: 3 clusters Score -426273.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -426348.875000 Penalty: 2778.765625
	Iteration 14Q: 3 clusters Score -426348.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -426411.312500 Penalty: 2778.765625
	Iteration 15Q: 3 clusters Score -426411.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -426469.906250 Penalty: 2778.765625
	Iteration 16Q: 3 clusters Score -426469.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -426519.343750 Penalty: 2778.765625
	Iteration 17Q: 3 clusters Score -426519.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -426558.093750 Penalty: 2778.765625
	Iteration 18Q: 3 clusters Score -426558.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -426592.906250 Penalty: 2778.765625
	Iteration 19Q: 3 clusters Score -426592.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -426623.500000 Penalty: 2778.765625
	Iteration 20F: 3 clusters Score -426623.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -426648.812500 Penalty: 2778.765625
	Iteration 21Q: 3 clusters Score -426648.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -426671.375000 Penalty: 2778.765625
	Iteration 22Q: 3 clusters Score -426671.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -426692.968750 Penalty: 2778.765625
	Iteration 23Q: 3 clusters Score -426693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -426713.750000 Penalty: 2778.765625
	Iteration 24Q: 3 clusters Score -426713.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -426727.812500 Penalty: 2778.765625
	Iteration 25Q: 3 clusters Score -426727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -426739.468750 Penalty: 2778.765625
	Iteration 26Q: 3 clusters Score -426739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -426747.687500 Penalty: 2778.765625
	Iteration 27Q: 3 clusters Score -426747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -426755.125000 Penalty: 2778.765625
	Iteration 28Q: 3 clusters Score -426755.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -426763.562500 Penalty: 2778.765625
	Iteration 29Q: 3 clusters Score -426763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -426771.437500 Penalty: 2778.765625
	Iteration 30Q: 3 clusters Score -426771.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -426777.125000 Penalty: 2778.765625
	Iteration 31Q: 3 clusters Score -426777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -426782.187500 Penalty: 2778.765625
	Iteration 32Q: 3 clusters Score -426782.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -426790.250000 Penalty: 2778.765625
	Iteration 33Q: 3 clusters Score -426790.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -426797.031250 Penalty: 2778.765625
	Iteration 34Q: 3 clusters Score -426797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -426804.781250 Penalty: 2778.765625
	Iteration 35Q: 3 clusters Score -426804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -426809.281250 Penalty: 2778.765625
	Iteration 36Q: 3 clusters Score -426809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -426814.812500 Penalty: 2778.765625
	Iteration 37Q: 3 clusters Score -426814.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -426818.156250 Penalty: 2778.765625
	Iteration 38Q: 3 clusters Score -426818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -426822.000000 Penalty: 2778.765625
	Iteration 39Q: 3 clusters Score -426822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -426824.968750 Penalty: 2778.765625
	Iteration 40F: 3 clusters Score -426825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -426826.843750 Penalty: 2778.765625
	Iteration 41Q: 3 clusters Score -426826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -426826.843750 Penalty: 2778.765625
	Iteration 42F: 3 clusters Score -426826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1005046.562500 Penalty: 1522.748047
	Iteration 0F: 2 clusters Score -1005047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -996686.250000 Penalty: 3045.496094
	Iteration 0F: 3 clusters Score -996686.2 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -999402.062500 Penalty: 3045.496094
	Iteration 1F: 3 clusters Score -999402.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -999678.875000 Penalty: 3045.496094
	Iteration 2F: 3 clusters Score -999678.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -999903.312500 Penalty: 3045.496094
	Iteration 3Q: 3 clusters Score -999903.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1000093.062500 Penalty: 3045.496094
	Iteration 4Q: 3 clusters Score -1000093 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1000253.312500 Penalty: 3045.496094
	Iteration 5Q: 3 clusters Score -1000253 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1000399.062500 Penalty: 3045.496094
	Iteration 6Q: 3 clusters Score -1000399 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1000517.687500 Penalty: 3045.496094
	Iteration 7Q: 3 clusters Score -1000518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1000630.125000 Penalty: 3045.496094
	Iteration 8Q: 3 clusters Score -1000630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1000745.250000 Penalty: 3045.496094
	Iteration 9Q: 3 clusters Score -1000745 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1000896.125000 Penalty: 3045.496094
	Iteration 10Q: 3 clusters Score -1000896 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1001091.250000 Penalty: 3045.496094
	Iteration 11Q: 3 clusters Score -1001091 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1001339.812500 Penalty: 3045.496094
	Iteration 12Q: 3 clusters Score -1001340 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1001649.375000 Penalty: 3045.496094
	Iteration 13Q: 3 clusters Score -1001649 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1002046.312500 Penalty: 3045.496094
	Iteration 14Q: 3 clusters Score -1002046 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1002481.937500 Penalty: 3045.496094
	Iteration 15Q: 3 clusters Score -1002482 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1002820.187500 Penalty: 3045.496094
	Iteration 16Q: 3 clusters Score -1002820 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1003017.875000 Penalty: 3045.496094
	Iteration 17Q: 3 clusters Score -1003018 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1003141.125000 Penalty: 3045.496094
	Iteration 18Q: 3 clusters Score -1003141 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1003224.437500 Penalty: 3045.496094
	Iteration 19Q: 3 clusters Score -1003224 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1003276.625000 Penalty: 3045.496094
	Iteration 20F: 3 clusters Score -1003277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1003325.687500 Penalty: 3045.496094
	Iteration 21Q: 3 clusters Score -1003326 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1003381.375000 Penalty: 3045.496094
	Iteration 22Q: 3 clusters Score -1003381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1003424.812500 Penalty: 3045.496094
	Iteration 23Q: 3 clusters Score -1003425 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1003465.562500 Penalty: 3045.496094
	Iteration 24Q: 3 clusters Score -1003466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1003494.375000 Penalty: 3045.496094
	Iteration 25Q: 3 clusters Score -1003494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1003532.812500 Penalty: 3045.496094
	Iteration 26Q: 3 clusters Score -1003533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1003582.250000 Penalty: 3045.496094
	Iteration 27Q: 3 clusters Score -1003582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1003626.562500 Penalty: 3045.496094
	Iteration 28Q: 3 clusters Score -1003627 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1003662.687500 Penalty: 3045.496094
	Iteration 29Q: 3 clusters Score -1003663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1003698.375000 Penalty: 3045.496094
	Iteration 30Q: 3 clusters Score -1003698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1003745.750000 Penalty: 3045.496094
	Iteration 31Q: 3 clusters Score -1003746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1003783.437500 Penalty: 3045.496094
	Iteration 32Q: 3 clusters Score -1003783 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1003835.687500 Penalty: 3045.496094
	Iteration 33Q: 3 clusters Score -1003836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1003894.812500 Penalty: 3045.496094
	Iteration 34Q: 3 clusters Score -1003895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1003955.625000 Penalty: 3045.496094
	Iteration 35Q: 3 clusters Score -1003956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1004020.562500 Penalty: 3045.496094
	Iteration 36Q: 3 clusters Score -1004021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1004092.562500 Penalty: 3045.496094
	Iteration 37Q: 3 clusters Score -1004093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1004156.375000 Penalty: 3045.496094
	Iteration 38Q: 3 clusters Score -1004156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1004217.000000 Penalty: 3045.496094
	Iteration 39Q: 3 clusters Score -1004217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1004254.812500 Penalty: 3045.496094
	Iteration 40F: 3 clusters Score -1004255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1004283.562500 Penalty: 3045.496094
	Iteration 41Q: 3 clusters Score -1004284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1004300.125000 Penalty: 3045.496094
	Iteration 42Q: 3 clusters Score -1004300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1004310.875000 Penalty: 3045.496094
	Iteration 43Q: 3 clusters Score -1004311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1004314.687500 Penalty: 3045.496094
	Iteration 44Q: 3 clusters Score -1004315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1004318.875000 Penalty: 3045.496094
	Iteration 45Q: 3 clusters Score -1004319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1004322.125000 Penalty: 3045.496094
	Iteration 46Q: 3 clusters Score -1004322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1004323.812500 Penalty: 3045.496094
	Iteration 47Q: 3 clusters Score -1004324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1004329.062500 Penalty: 3045.496094
	Iteration 48Q: 3 clusters Score -1004329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1004331.437500 Penalty: 3045.496094
	Iteration 49Q: 3 clusters Score -1004331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1004334.500000 Penalty: 3045.496094
	Iteration 50Q: 3 clusters Score -1004334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1004336.250000 Penalty: 3045.496094
	Iteration 51Q: 3 clusters Score -1004336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1004336.437500 Penalty: 3045.496094
	Iteration 52Q: 3 clusters Score -1004336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1004338.125000 Penalty: 3045.496094
	Iteration 53Q: 3 clusters Score -1004338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1004338.937500 Penalty: 3045.496094
	Iteration 54Q: 3 clusters Score -1004339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1004340.687500 Penalty: 3045.496094
	Iteration 55Q: 3 clusters Score -1004341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1004342.375000 Penalty: 3045.496094
	Iteration 56Q: 3 clusters Score -1004342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1004342.375000 Penalty: 3045.496094
	Iteration 57F: 3 clusters Score -1004342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -156228.984375 Penalty: 1232.442993
	Iteration 0F: 2 clusters Score -156229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -154164.515625 Penalty: 2464.885986
	Iteration 0F: 3 clusters Score -154164.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -154631.593750 Penalty: 2464.885986
	Iteration 1F: 3 clusters Score -154631.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154754.921875 Penalty: 2464.885986
	Iteration 2F: 3 clusters Score -154754.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -154823.578125 Penalty: 2464.885986
	Iteration 3Q: 3 clusters Score -154823.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -154880.984375 Penalty: 2464.885986
	Iteration 4Q: 3 clusters Score -154881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -154929.859375 Penalty: 2464.885986
	Iteration 5Q: 3 clusters Score -154929.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -154982.734375 Penalty: 2464.885986
	Iteration 6Q: 3 clusters Score -154982.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -155044.625000 Penalty: 2464.885986
	Iteration 7Q: 3 clusters Score -155044.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -155105.328125 Penalty: 2464.885986
	Iteration 8Q: 3 clusters Score -155105.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155173.156250 Penalty: 2464.885986
	Iteration 9Q: 3 clusters Score -155173.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -155246.015625 Penalty: 2464.885986
	Iteration 10Q: 3 clusters Score -155246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -155309.859375 Penalty: 2464.885986
	Iteration 11Q: 3 clusters Score -155309.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155390.078125 Penalty: 2464.885986
	Iteration 12Q: 3 clusters Score -155390.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -155473.703125 Penalty: 2464.885986
	Iteration 13Q: 3 clusters Score -155473.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -155557.187500 Penalty: 2464.885986
	Iteration 14Q: 3 clusters Score -155557.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -155639.343750 Penalty: 2464.885986
	Iteration 15Q: 3 clusters Score -155639.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -155678.140625 Penalty: 2464.885986
	Iteration 16Q: 3 clusters Score -155678.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -155711.468750 Penalty: 2464.885986
	Iteration 17Q: 3 clusters Score -155711.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -155736.640625 Penalty: 2464.885986
	Iteration 18Q: 3 clusters Score -155736.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -155756.328125 Penalty: 2464.885986
	Iteration 19Q: 3 clusters Score -155756.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -155779.515625 Penalty: 2464.885986
	Iteration 20F: 3 clusters Score -155779.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -155796.343750 Penalty: 2464.885986
	Iteration 21Q: 3 clusters Score -155796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -155803.578125 Penalty: 2464.885986
	Iteration 22Q: 3 clusters Score -155803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -155811.921875 Penalty: 2464.885986
	Iteration 23Q: 3 clusters Score -155811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -155815.734375 Penalty: 2464.885986
	Iteration 24Q: 3 clusters Score -155815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -155817.140625 Penalty: 2464.885986
	Iteration 25Q: 3 clusters Score -155817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -155818.203125 Penalty: 2464.885986
	Iteration 26Q: 3 clusters Score -155818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -155819.031250 Penalty: 2464.885986
	Iteration 27Q: 3 clusters Score -155819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -155820.734375 Penalty: 2464.885986
	Iteration 28Q: 3 clusters Score -155820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -155820.734375 Penalty: 2464.885986
	Iteration 29F: 3 clusters Score -155820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -64241.046875 Penalty: 1079.192017
	Iteration 0F: 2 clusters Score -64241.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62933.957031 Penalty: 2158.384033
	Iteration 0F: 3 clusters Score -62933.96 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63119.980469 Penalty: 2158.384033
	Iteration 1F: 3 clusters Score -63119.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63182.582031 Penalty: 2158.384033
	Iteration 2F: 3 clusters Score -63182.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63222.082031 Penalty: 2158.384033
	Iteration 3Q: 3 clusters Score -63222.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63241.480469 Penalty: 2158.384033
	Iteration 4Q: 3 clusters Score -63241.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63252.281250 Penalty: 2158.384033
	Iteration 5Q: 3 clusters Score -63252.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63264.300781 Penalty: 2158.384033
	Iteration 6Q: 3 clusters Score -63264.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63267.941406 Penalty: 2158.384033
	Iteration 7Q: 3 clusters Score -63267.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63272.375000 Penalty: 2158.384033
	Iteration 8Q: 3 clusters Score -63272.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63275.718750 Penalty: 2158.384033
	Iteration 9Q: 3 clusters Score -63275.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63276.468750 Penalty: 2158.384033
	Iteration 10Q: 3 clusters Score -63276.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63277.421875 Penalty: 2158.384033
	Iteration 11Q: 3 clusters Score -63277.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63277.421875 Penalty: 2158.384033
	Iteration 12F: 3 clusters Score -63277.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -68373.210938 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -68373.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67055.296875 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -67055.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67289.585938 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -67289.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67360.609375 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -67360.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67391.257812 Penalty: 2188.355469
	Iteration 3Q: 3 clusters Score -67391.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67420.601562 Penalty: 2188.355469
	Iteration 4Q: 3 clusters Score -67420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67434.945312 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -67434.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67443.414062 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -67443.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67450.351562 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -67450.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67453.953125 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -67453.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67458.125000 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -67458.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67462.765625 Penalty: 2188.355469
	Iteration 10Q: 3 clusters Score -67462.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67467.101562 Penalty: 2188.355469
	Iteration 11Q: 3 clusters Score -67467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67474.085938 Penalty: 2188.355469
	Iteration 12Q: 3 clusters Score -67474.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67485.406250 Penalty: 2188.355469
	Iteration 13Q: 3 clusters Score -67485.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67493.437500 Penalty: 2188.355469
	Iteration 14Q: 3 clusters Score -67493.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67501.015625 Penalty: 2188.355469
	Iteration 15Q: 3 clusters Score -67501.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67503.898438 Penalty: 2188.355469
	Iteration 16Q: 3 clusters Score -67503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67507.273438 Penalty: 2188.355469
	Iteration 17Q: 3 clusters Score -67507.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67508.343750 Penalty: 2188.355469
	Iteration 18Q: 3 clusters Score -67508.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67508.718750 Penalty: 2188.355469
	Iteration 19Q: 3 clusters Score -67508.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67512.125000 Penalty: 2188.355469
	Iteration 20F: 3 clusters Score -67512.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67520.210938 Penalty: 2188.355469
	Iteration 21Q: 3 clusters Score -67520.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67528.945312 Penalty: 2188.355469
	Iteration 22Q: 3 clusters Score -67528.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67534.031250 Penalty: 2188.355469
	Iteration 23Q: 3 clusters Score -67534.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67536.562500 Penalty: 2188.355469
	Iteration 24Q: 3 clusters Score -67536.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67536.562500 Penalty: 2188.355469
	Iteration 25F: 3 clusters Score -67536.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Entering Unmasked Estep 
Score: -13714322.000000 Penalty: 1945.913574
	Iteration 0F: 2 clusters Score -1.371432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -13608364.000000 Penalty: 3891.827148
	Iteration 0F: 3 clusters Score -1.360836e+07 nChanged 76301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -13653324.000000 Penalty: 3891.827148
	Iteration 1F: 3 clusters Score -1.365332e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -13654876.000000 Penalty: 3891.827148
	Iteration 2Q: 3 clusters Score -1.365488e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -13657484.000000 Penalty: 3891.827148
	Iteration 3Q: 3 clusters Score -1.365748e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -13662067.000000 Penalty: 3891.827148
	Iteration 4F: 3 clusters Score -1.366207e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -13669491.000000 Penalty: 3891.827148
	Iteration 5F: 3 clusters Score -1.366949e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122648 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -13679685.000000 Penalty: 3891.827148
	Iteration 6F: 3 clusters Score -1.367968e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135347 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -13691384.000000 Penalty: 3891.827148
	Iteration 7F: 3 clusters Score -1.369138e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -13701411.000000 Penalty: 3891.827148
	Iteration 8F: 3 clusters Score -1.370141e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -13707782.000000 Penalty: 3891.827148
	Iteration 9Q: 3 clusters Score -1.370778e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156115 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13710764.000000 Penalty: 3891.827148
	Iteration 10Q: 3 clusters Score -1.371076e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13711959.000000 Penalty: 3891.827148
	Iteration 11Q: 3 clusters Score -1.371196e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13712302.000000 Penalty: 3891.827148
	Iteration 12Q: 3 clusters Score -1.37123e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13712514.000000 Penalty: 3891.827148
	Iteration 13Q: 3 clusters Score -1.371251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158336 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13712602.000000 Penalty: 3891.827148
	Iteration 14Q: 3 clusters Score -1.37126e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13712638.000000 Penalty: 3891.827148
	Iteration 15Q: 3 clusters Score -1.371264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13712667.000000 Penalty: 3891.827148
	Iteration 16Q: 3 clusters Score -1.371267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158404 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13712698.000000 Penalty: 3891.827148
	Iteration 17Q: 3 clusters Score -1.37127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -13712733.000000 Penalty: 3891.827148
	Iteration 18Q: 3 clusters Score -1.371273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13712733.000000 Penalty: 3891.827148
	Iteration 19Q: 3 clusters Score -1.371273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158423 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13712728.000000 Penalty: 3891.827148
	Iteration 20F: 3 clusters Score -1.371273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158430 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13712754.000000 Penalty: 3891.827148
	Iteration 21Q: 3 clusters Score -1.371275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13712757.000000 Penalty: 3891.827148
	Iteration 22Q: 3 clusters Score -1.371276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13712755.000000 Penalty: 3891.827148
	Iteration 23Q: 3 clusters Score -1.371276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13712753.000000 Penalty: 3891.827148
	Iteration 24Q: 3 clusters Score -1.371275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13712759.000000 Penalty: 3891.827148
	Iteration 25Q: 3 clusters Score -1.371276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13712769.000000 Penalty: 3891.827148
	Iteration 26Q: 3 clusters Score -1.371277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13712772.000000 Penalty: 3891.827148
	Iteration 27Q: 3 clusters Score -1.371277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13712772.000000 Penalty: 3891.827148
	Iteration 28F: 3 clusters Score -1.371277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Entering Unmasked Estep 
Score: -1850288.500000 Penalty: 1622.228638
	Iteration 0F: 2 clusters Score -1850288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1835538.000000 Penalty: 3244.457275
	Iteration 0F: 3 clusters Score -1835538 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1840827.250000 Penalty: 3244.457275
	Iteration 1F: 3 clusters Score -1840827 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1841147.250000 Penalty: 3244.457275
	Iteration 2Q: 3 clusters Score -1841147 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1841397.250000 Penalty: 3244.457275
	Iteration 3Q: 3 clusters Score -1841397 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1841626.875000 Penalty: 3244.457275
	Iteration 4Q: 3 clusters Score -1841627 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1841847.500000 Penalty: 3244.457275
	Iteration 5Q: 3 clusters Score -1841848 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1842073.875000 Penalty: 3244.457275
	Iteration 6Q: 3 clusters Score -1842074 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1842340.125000 Penalty: 3244.457275
	Iteration 7Q: 3 clusters Score -1842340 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1842621.625000 Penalty: 3244.457275
	Iteration 8Q: 3 clusters Score -1842622 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1842997.750000 Penalty: 3244.457275
	Iteration 9Q: 3 clusters Score -1842998 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1843421.125000 Penalty: 3244.457275
	Iteration 10Q: 3 clusters Score -1843421 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1843971.625000 Penalty: 3244.457275
	Iteration 11Q: 3 clusters Score -1843972 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1844592.125000 Penalty: 3244.457275
	Iteration 12Q: 3 clusters Score -1844592 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1845272.625000 Penalty: 3244.457275
	Iteration 13Q: 3 clusters Score -1845273 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1845868.000000 Penalty: 3244.457275
	Iteration 14Q: 3 clusters Score -1845868 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1846380.000000 Penalty: 3244.457275
	Iteration 15Q: 3 clusters Score -1846380 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1846788.250000 Penalty: 3244.457275
	Iteration 16Q: 3 clusters Score -1846788 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1847157.625000 Penalty: 3244.457275
	Iteration 17Q: 3 clusters Score -1847158 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1847536.000000 Penalty: 3244.457275
	Iteration 18Q: 3 clusters Score -1847536 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1847837.375000 Penalty: 3244.457275
	Iteration 19Q: 3 clusters Score -1847837 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1848047.625000 Penalty: 3244.457275
	Iteration 20F: 3 clusters Score -1848048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1848185.000000 Penalty: 3244.457275
	Iteration 21Q: 3 clusters Score -1848185 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1848309.375000 Penalty: 3244.457275
	Iteration 22Q: 3 clusters Score -1848309 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1848421.125000 Penalty: 3244.457275
	Iteration 23Q: 3 clusters Score -1848421 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1848503.625000 Penalty: 3244.457275
	Iteration 24Q: 3 clusters Score -1848504 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1848614.375000 Penalty: 3244.457275
	Iteration 25Q: 3 clusters Score -1848614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1848681.750000 Penalty: 3244.457275
	Iteration 26Q: 3 clusters Score -1848682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1848716.500000 Penalty: 3244.457275
	Iteration 27Q: 3 clusters Score -1848716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1848752.125000 Penalty: 3244.457275
	Iteration 28Q: 3 clusters Score -1848752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1848778.250000 Penalty: 3244.457275
	Iteration 29Q: 3 clusters Score -1848778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1848807.750000 Penalty: 3244.457275
	Iteration 30Q: 3 clusters Score -1848808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1848824.375000 Penalty: 3244.457275
	Iteration 31Q: 3 clusters Score -1848824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1848848.750000 Penalty: 3244.457275
	Iteration 32Q: 3 clusters Score -1848849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1848866.000000 Penalty: 3244.457275
	Iteration 33Q: 3 clusters Score -1848866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1848879.125000 Penalty: 3244.457275
	Iteration 34Q: 3 clusters Score -1848879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1848893.500000 Penalty: 3244.457275
	Iteration 35Q: 3 clusters Score -1848894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1848909.500000 Penalty: 3244.457275
	Iteration 36Q: 3 clusters Score -1848910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1848923.375000 Penalty: 3244.457275
	Iteration 37Q: 3 clusters Score -1848923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1848935.625000 Penalty: 3244.457275
	Iteration 38Q: 3 clusters Score -1848936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1848948.250000 Penalty: 3244.457275
	Iteration 39Q: 3 clusters Score -1848948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1848955.000000 Penalty: 3244.457275
	Iteration 40F: 3 clusters Score -1848955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1848968.500000 Penalty: 3244.457275
	Iteration 41Q: 3 clusters Score -1848968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1848975.125000 Penalty: 3244.457275
	Iteration 42Q: 3 clusters Score -1848975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1848978.250000 Penalty: 3244.457275
	Iteration 43Q: 3 clusters Score -1848978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1848983.750000 Penalty: 3244.457275
	Iteration 44Q: 3 clusters Score -1848984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1848990.250000 Penalty: 3244.457275
	Iteration 45Q: 3 clusters Score -1848990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1848993.625000 Penalty: 3244.457275
	Iteration 46Q: 3 clusters Score -1848994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1848997.500000 Penalty: 3244.457275
	Iteration 47Q: 3 clusters Score -1848998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1849000.250000 Penalty: 3244.457275
	Iteration 48Q: 3 clusters Score -1849000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1849004.125000 Penalty: 3244.457275
	Iteration 49Q: 3 clusters Score -1849004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1849006.500000 Penalty: 3244.457275
	Iteration 50Q: 3 clusters Score -1849006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1849010.750000 Penalty: 3244.457275
	Iteration 51Q: 3 clusters Score -1849011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1849017.375000 Penalty: 3244.457275
	Iteration 52Q: 3 clusters Score -1849017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1849026.875000 Penalty: 3244.457275
	Iteration 53Q: 3 clusters Score -1849027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1849032.875000 Penalty: 3244.457275
	Iteration 54Q: 3 clusters Score -1849033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1849035.000000 Penalty: 3244.457275
	Iteration 55Q: 3 clusters Score -1849035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1849043.500000 Penalty: 3244.457275
	Iteration 56Q: 3 clusters Score -1849044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1849046.750000 Penalty: 3244.457275
	Iteration 57Q: 3 clusters Score -1849047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1849049.500000 Penalty: 3244.457275
	Iteration 58Q: 3 clusters Score -1849050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1849052.625000 Penalty: 3244.457275
	Iteration 59Q: 3 clusters Score -1849053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1849051.125000 Penalty: 3244.457275
	Iteration 60F: 3 clusters Score -1849051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1849059.750000 Penalty: 3244.457275
	Iteration 61Q: 3 clusters Score -1849060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1849066.750000 Penalty: 3244.457275
	Iteration 62Q: 3 clusters Score -1849067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1849071.375000 Penalty: 3244.457275
	Iteration 63Q: 3 clusters Score -1849071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1849070.000000 Penalty: 3244.457275
	Iteration 64Q: 3 clusters Score -1849070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1849072.375000 Penalty: 3244.457275
	Iteration 65Q: 3 clusters Score -1849072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1849075.000000 Penalty: 3244.457275
	Iteration 66Q: 3 clusters Score -1849075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1849076.625000 Penalty: 3244.457275
	Iteration 67Q: 3 clusters Score -1849077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1849077.000000 Penalty: 3244.457275
	Iteration 68Q: 3 clusters Score -1849077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1849079.375000 Penalty: 3244.457275
	Iteration 69Q: 3 clusters Score -1849079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1849077.500000 Penalty: 3244.457275
	Iteration 70Q: 3 clusters Score -1849078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1849078.375000 Penalty: 3244.457275
	Iteration 71Q: 3 clusters Score -1849078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1849079.750000 Penalty: 3244.457275
	Iteration 72Q: 3 clusters Score -1849080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1849077.625000 Penalty: 3244.457275
	Iteration 73Q: 3 clusters Score -1849078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1849082.375000 Penalty: 3244.457275
	Iteration 74Q: 3 clusters Score -1849082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1849081.375000 Penalty: 3244.457275
	Iteration 75Q: 3 clusters Score -1849081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1849081.000000 Penalty: 3244.457275
	Iteration 76Q: 3 clusters Score -1849081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1849082.250000 Penalty: 3244.457275
	Iteration 77Q: 3 clusters Score -1849082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1849084.625000 Penalty: 3244.457275
	Iteration 78Q: 3 clusters Score -1849085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1849091.250000 Penalty: 3244.457275
	Iteration 79Q: 3 clusters Score -1849091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1849093.375000 Penalty: 3244.457275
	Iteration 80F: 3 clusters Score -1849093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1849093.625000 Penalty: 3244.457275
	Iteration 81Q: 3 clusters Score -1849094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1849096.500000 Penalty: 3244.457275
	Iteration 82Q: 3 clusters Score -1849096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1849099.000000 Penalty: 3244.457275
	Iteration 83Q: 3 clusters Score -1849099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1849102.625000 Penalty: 3244.457275
	Iteration 84Q: 3 clusters Score -1849103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1849101.500000 Penalty: 3244.457275
	Iteration 85Q: 3 clusters Score -1849102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1849102.750000 Penalty: 3244.457275
	Iteration 86Q: 3 clusters Score -1849103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1849105.875000 Penalty: 3244.457275
	Iteration 87Q: 3 clusters Score -1849106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1849105.875000 Penalty: 3244.457275
	Iteration 88Q: 3 clusters Score -1849106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1849110.125000 Penalty: 3244.457275
	Iteration 89Q: 3 clusters Score -1849110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1849113.125000 Penalty: 3244.457275
	Iteration 90Q: 3 clusters Score -1849113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1849113.375000 Penalty: 3244.457275
	Iteration 91Q: 3 clusters Score -1849113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1849118.875000 Penalty: 3244.457275
	Iteration 92Q: 3 clusters Score -1849119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1849119.125000 Penalty: 3244.457275
	Iteration 93Q: 3 clusters Score -1849119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1849119.125000 Penalty: 3244.457275
	Iteration 94Q: 3 clusters Score -1849119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1849117.125000 Penalty: 3244.457275
	Iteration 95Q: 3 clusters Score -1849117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1849117.125000 Penalty: 3244.457275
	Iteration 96Q: 3 clusters Score -1849117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1849117.125000 Penalty: 3244.457275
	Iteration 97F: 3 clusters Score -1849117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Entering Unmasked Estep 
Score: -1316513.500000 Penalty: 1568.670776
	Iteration 0F: 2 clusters Score -1316514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1305696.500000 Penalty: 3137.341553
	Iteration 0F: 3 clusters Score -1305696 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1309573.250000 Penalty: 3137.341553
	Iteration 1F: 3 clusters Score -1309573 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1309958.250000 Penalty: 3137.341553
	Iteration 2F: 3 clusters Score -1309958 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1310399.000000 Penalty: 3137.341553
	Iteration 3F: 3 clusters Score -1310399 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1310885.875000 Penalty: 3137.341553
	Iteration 4F: 3 clusters Score -1310886 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1311424.625000 Penalty: 3137.341553
	Iteration 5F: 3 clusters Score -1311425 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1312055.875000 Penalty: 3137.341553
	Iteration 6F: 3 clusters Score -1312056 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1312819.000000 Penalty: 3137.341553
	Iteration 7F: 3 clusters Score -1312819 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1313651.875000 Penalty: 3137.341553
	Iteration 8F: 3 clusters Score -1313652 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1314371.750000 Penalty: 3137.341553
	Iteration 9F: 3 clusters Score -1314372 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1314886.125000 Penalty: 3137.341553
	Iteration 10Q: 3 clusters Score -1314886 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1315210.875000 Penalty: 3137.341553
	Iteration 11Q: 3 clusters Score -1315211 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1315411.625000 Penalty: 3137.341553
	Iteration 12Q: 3 clusters Score -1315412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1315518.625000 Penalty: 3137.341553
	Iteration 13Q: 3 clusters Score -1315519 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1315583.125000 Penalty: 3137.341553
	Iteration 14Q: 3 clusters Score -1315583 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1315609.500000 Penalty: 3137.341553
	Iteration 15Q: 3 clusters Score -1315610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1315624.125000 Penalty: 3137.341553
	Iteration 16Q: 3 clusters Score -1315624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1315636.125000 Penalty: 3137.341553
	Iteration 17Q: 3 clusters Score -1315636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1315646.000000 Penalty: 3137.341553
	Iteration 18Q: 3 clusters Score -1315646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1315646.875000 Penalty: 3137.341553
	Iteration 19Q: 3 clusters Score -1315647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1315649.875000 Penalty: 3137.341553
	Iteration 20F: 3 clusters Score -1315650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1315653.375000 Penalty: 3137.341553
	Iteration 21Q: 3 clusters Score -1315653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1315651.125000 Penalty: 3137.341553
	Iteration 22Q: 3 clusters Score -1315651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1315657.375000 Penalty: 3137.341553
	Iteration 23Q: 3 clusters Score -1315657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1315654.875000 Penalty: 3137.341553
	Iteration 24Q: 3 clusters Score -1315655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1315654.875000 Penalty: 3137.341553
	Iteration 25Q: 3 clusters Score -1315655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1315656.250000 Penalty: 3137.341553
	Iteration 26Q: 3 clusters Score -1315656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1315657.500000 Penalty: 3137.341553
	Iteration 27Q: 3 clusters Score -1315658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1315657.500000 Penalty: 3137.341553
	Iteration 28F: 3 clusters Score -1315658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Entering Unmasked Estep 
Score: -998499.812500 Penalty: 1525.043335
	Iteration 0F: 2 clusters Score -998499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -990199.125000 Penalty: 3050.086670
	Iteration 0F: 3 clusters Score -990199.1 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -992876.875000 Penalty: 3050.086670
	Iteration 1F: 3 clusters Score -992876.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -993147.437500 Penalty: 3050.086670
	Iteration 2F: 3 clusters Score -993147.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -993368.000000 Penalty: 3050.086670
	Iteration 3Q: 3 clusters Score -993368 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -993610.812500 Penalty: 3050.086670
	Iteration 4Q: 3 clusters Score -993610.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -993850.312500 Penalty: 3050.086670
	Iteration 5Q: 3 clusters Score -993850.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -994125.750000 Penalty: 3050.086670
	Iteration 6Q: 3 clusters Score -994125.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -994489.250000 Penalty: 3050.086670
	Iteration 7Q: 3 clusters Score -994489.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -994908.250000 Penalty: 3050.086670
	Iteration 8F: 3 clusters Score -994908.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -995302.062500 Penalty: 3050.086670
	Iteration 9F: 3 clusters Score -995302.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -995683.875000 Penalty: 3050.086670
	Iteration 10Q: 3 clusters Score -995683.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -996047.125000 Penalty: 3050.086670
	Iteration 11Q: 3 clusters Score -996047.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -996348.562500 Penalty: 3050.086670
	Iteration 12Q: 3 clusters Score -996348.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -996544.125000 Penalty: 3050.086670
	Iteration 13Q: 3 clusters Score -996544.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -996699.625000 Penalty: 3050.086670
	Iteration 14Q: 3 clusters Score -996699.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -996810.562500 Penalty: 3050.086670
	Iteration 15Q: 3 clusters Score -996810.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -996915.750000 Penalty: 3050.086670
	Iteration 16Q: 3 clusters Score -996915.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -996998.062500 Penalty: 3050.086670
	Iteration 17Q: 3 clusters Score -996998.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -997040.937500 Penalty: 3050.086670
	Iteration 18Q: 3 clusters Score -997040.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -997074.062500 Penalty: 3050.086670
	Iteration 19Q: 3 clusters Score -997074.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -997107.437500 Penalty: 3050.086670
	Iteration 20F: 3 clusters Score -997107.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -997129.812500 Penalty: 3050.086670
	Iteration 21Q: 3 clusters Score -997129.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -997153.500000 Penalty: 3050.086670
	Iteration 22Q: 3 clusters Score -997153.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -997174.000000 Penalty: 3050.086670
	Iteration 23Q: 3 clusters Score -997174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -997191.500000 Penalty: 3050.086670
	Iteration 24Q: 3 clusters Score -997191.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -997202.125000 Penalty: 3050.086670
	Iteration 25Q: 3 clusters Score -997202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -997208.312500 Penalty: 3050.086670
	Iteration 26Q: 3 clusters Score -997208.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -997214.875000 Penalty: 3050.086670
	Iteration 27Q: 3 clusters Score -997214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -997218.437500 Penalty: 3050.086670
	Iteration 28Q: 3 clusters Score -997218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -997219.687500 Penalty: 3050.086670
	Iteration 29Q: 3 clusters Score -997219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -997224.937500 Penalty: 3050.086670
	Iteration 30Q: 3 clusters Score -997224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -997228.062500 Penalty: 3050.086670
	Iteration 31Q: 3 clusters Score -997228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -997235.125000 Penalty: 3050.086670
	Iteration 32Q: 3 clusters Score -997235.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -997244.000000 Penalty: 3050.086670
	Iteration 33Q: 3 clusters Score -997244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -997253.187500 Penalty: 3050.086670
	Iteration 34Q: 3 clusters Score -997253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -997258.750000 Penalty: 3050.086670
	Iteration 35Q: 3 clusters Score -997258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -997261.062500 Penalty: 3050.086670
	Iteration 36Q: 3 clusters Score -997261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -997262.375000 Penalty: 3050.086670
	Iteration 37Q: 3 clusters Score -997262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -997264.625000 Penalty: 3050.086670
	Iteration 38Q: 3 clusters Score -997264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -997268.125000 Penalty: 3050.086670
	Iteration 39Q: 3 clusters Score -997268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -997271.500000 Penalty: 3050.086670
	Iteration 40F: 3 clusters Score -997271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -997276.625000 Penalty: 3050.086670
	Iteration 41Q: 3 clusters Score -997276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -997278.187500 Penalty: 3050.086670
	Iteration 42Q: 3 clusters Score -997278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -997283.187500 Penalty: 3050.086670
	Iteration 43Q: 3 clusters Score -997283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -997284.500000 Penalty: 3050.086670
	Iteration 44Q: 3 clusters Score -997284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -997287.875000 Penalty: 3050.086670
	Iteration 45Q: 3 clusters Score -997287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -997289.312500 Penalty: 3050.086670
	Iteration 46Q: 3 clusters Score -997289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -997290.062500 Penalty: 3050.086670
	Iteration 47Q: 3 clusters Score -997290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -997293.687500 Penalty: 3050.086670
	Iteration 48Q: 3 clusters Score -997293.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -997305.312500 Penalty: 3050.086670
	Iteration 49Q: 3 clusters Score -997305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -997316.000000 Penalty: 3050.086670
	Iteration 50Q: 3 clusters Score -997316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -997319.687500 Penalty: 3050.086670
	Iteration 51Q: 3 clusters Score -997319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -997324.625000 Penalty: 3050.086670
	Iteration 52Q: 3 clusters Score -997324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -997326.187500 Penalty: 3050.086670
	Iteration 53Q: 3 clusters Score -997326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -997328.000000 Penalty: 3050.086670
	Iteration 54Q: 3 clusters Score -997328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -997328.750000 Penalty: 3050.086670
	Iteration 55Q: 3 clusters Score -997328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -997333.750000 Penalty: 3050.086670
	Iteration 56Q: 3 clusters Score -997333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -997333.750000 Penalty: 3050.086670
	Iteration 57Q: 3 clusters Score -997333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -997335.312500 Penalty: 3050.086670
	Iteration 58Q: 3 clusters Score -997335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -997335.312500 Penalty: 3050.086670
	Iteration 59F: 3 clusters Score -997335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Entering Unmasked Estep 
Score: -1232693.625000 Penalty: 1555.097534
	Iteration 0F: 2 clusters Score -1232694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1222745.750000 Penalty: 3110.195068
	Iteration 0F: 3 clusters Score -1222746 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1226104.750000 Penalty: 3110.195068
	Iteration 1F: 3 clusters Score -1226105 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1226370.250000 Penalty: 3110.195068
	Iteration 2F: 3 clusters Score -1226370 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1226592.625000 Penalty: 3110.195068
	Iteration 3Q: 3 clusters Score -1226593 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1226803.375000 Penalty: 3110.195068
	Iteration 4Q: 3 clusters Score -1226803 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1227007.125000 Penalty: 3110.195068
	Iteration 5Q: 3 clusters Score -1227007 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1227185.250000 Penalty: 3110.195068
	Iteration 6Q: 3 clusters Score -1227185 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1227370.750000 Penalty: 3110.195068
	Iteration 7Q: 3 clusters Score -1227371 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1227564.875000 Penalty: 3110.195068
	Iteration 8Q: 3 clusters Score -1227565 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1227788.375000 Penalty: 3110.195068
	Iteration 9Q: 3 clusters Score -1227788 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1228086.375000 Penalty: 3110.195068
	Iteration 10Q: 3 clusters Score -1228086 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1228462.500000 Penalty: 3110.195068
	Iteration 11Q: 3 clusters Score -1228462 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1228909.750000 Penalty: 3110.195068
	Iteration 12Q: 3 clusters Score -1228910 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1229345.875000 Penalty: 3110.195068
	Iteration 13Q: 3 clusters Score -1229346 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1229785.375000 Penalty: 3110.195068
	Iteration 14Q: 3 clusters Score -1229785 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1230175.750000 Penalty: 3110.195068
	Iteration 15Q: 3 clusters Score -1230176 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1230481.875000 Penalty: 3110.195068
	Iteration 16Q: 3 clusters Score -1230482 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1230715.250000 Penalty: 3110.195068
	Iteration 17Q: 3 clusters Score -1230715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1230905.375000 Penalty: 3110.195068
	Iteration 18Q: 3 clusters Score -1230905 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1231029.500000 Penalty: 3110.195068
	Iteration 19Q: 3 clusters Score -1231030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1231124.875000 Penalty: 3110.195068
	Iteration 20F: 3 clusters Score -1231125 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1231186.125000 Penalty: 3110.195068
	Iteration 21Q: 3 clusters Score -1231186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1231243.125000 Penalty: 3110.195068
	Iteration 22Q: 3 clusters Score -1231243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1231282.250000 Penalty: 3110.195068
	Iteration 23Q: 3 clusters Score -1231282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1231309.000000 Penalty: 3110.195068
	Iteration 24Q: 3 clusters Score -1231309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1231332.125000 Penalty: 3110.195068
	Iteration 25Q: 3 clusters Score -1231332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1231349.375000 Penalty: 3110.195068
	Iteration 26Q: 3 clusters Score -1231349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1231355.500000 Penalty: 3110.195068
	Iteration 27Q: 3 clusters Score -1231356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1231359.500000 Penalty: 3110.195068
	Iteration 28Q: 3 clusters Score -1231360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1231362.125000 Penalty: 3110.195068
	Iteration 29Q: 3 clusters Score -1231362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1231364.000000 Penalty: 3110.195068
	Iteration 30Q: 3 clusters Score -1231364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1231367.000000 Penalty: 3110.195068
	Iteration 31Q: 3 clusters Score -1231367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1231369.000000 Penalty: 3110.195068
	Iteration 32Q: 3 clusters Score -1231369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1231371.750000 Penalty: 3110.195068
	Iteration 33Q: 3 clusters Score -1231372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1231376.250000 Penalty: 3110.195068
	Iteration 34Q: 3 clusters Score -1231376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1231378.750000 Penalty: 3110.195068
	Iteration 35Q: 3 clusters Score -1231379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1231381.125000 Penalty: 3110.195068
	Iteration 36Q: 3 clusters Score -1231381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1231390.250000 Penalty: 3110.195068
	Iteration 37Q: 3 clusters Score -1231390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1231392.125000 Penalty: 3110.195068
	Iteration 38Q: 3 clusters Score -1231392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1231395.875000 Penalty: 3110.195068
	Iteration 39Q: 3 clusters Score -1231396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1231397.625000 Penalty: 3110.195068
	Iteration 40F: 3 clusters Score -1231398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1231397.875000 Penalty: 3110.195068
	Iteration 41Q: 3 clusters Score -1231398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1231399.125000 Penalty: 3110.195068
	Iteration 42Q: 3 clusters Score -1231399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1231399.125000 Penalty: 3110.195068
	Iteration 43Q: 3 clusters Score -1231399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1231403.250000 Penalty: 3110.195068
	Iteration 44Q: 3 clusters Score -1231403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1231404.375000 Penalty: 3110.195068
	Iteration 45Q: 3 clusters Score -1231404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1231409.500000 Penalty: 3110.195068
	Iteration 46Q: 3 clusters Score -1231410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1231411.500000 Penalty: 3110.195068
	Iteration 47Q: 3 clusters Score -1231412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1231413.125000 Penalty: 3110.195068
	Iteration 48Q: 3 clusters Score -1231413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1231415.375000 Penalty: 3110.195068
	Iteration 49Q: 3 clusters Score -1231415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1231419.375000 Penalty: 3110.195068
	Iteration 50Q: 3 clusters Score -1231419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1231426.875000 Penalty: 3110.195068
	Iteration 51Q: 3 clusters Score -1231427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1231427.625000 Penalty: 3110.195068
	Iteration 52Q: 3 clusters Score -1231428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1231428.375000 Penalty: 3110.195068
	Iteration 53Q: 3 clusters Score -1231428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1231429.250000 Penalty: 3110.195068
	Iteration 54Q: 3 clusters Score -1231429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1231429.250000 Penalty: 3110.195068
	Iteration 55F: 3 clusters Score -1231429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Entering Unmasked Estep 
Score: -1428736.500000 Penalty: 1591.426514
	Iteration 0F: 2 clusters Score -1428736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1416531.500000 Penalty: 3182.853027
	Iteration 0F: 3 clusters Score -1416532 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1421413.125000 Penalty: 3182.853027
	Iteration 1F: 3 clusters Score -1421413 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1422197.500000 Penalty: 3182.853027
	Iteration 2F: 3 clusters Score -1422198 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1422934.875000 Penalty: 3182.853027
	Iteration 3F: 3 clusters Score -1422935 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1423626.875000 Penalty: 3182.853027
	Iteration 4F: 3 clusters Score -1423627 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1424299.750000 Penalty: 3182.853027
	Iteration 5F: 3 clusters Score -1424300 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1424859.125000 Penalty: 3182.853027
	Iteration 6F: 3 clusters Score -1424859 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1425323.500000 Penalty: 3182.853027
	Iteration 7Q: 3 clusters Score -1425324 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1425692.750000 Penalty: 3182.853027
	Iteration 8Q: 3 clusters Score -1425693 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1426015.750000 Penalty: 3182.853027
	Iteration 9Q: 3 clusters Score -1426016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1426230.625000 Penalty: 3182.853027
	Iteration 10Q: 3 clusters Score -1426231 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1426345.375000 Penalty: 3182.853027
	Iteration 11Q: 3 clusters Score -1426345 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1426419.875000 Penalty: 3182.853027
	Iteration 12Q: 3 clusters Score -1426420 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1426473.750000 Penalty: 3182.853027
	Iteration 13Q: 3 clusters Score -1426474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1426516.125000 Penalty: 3182.853027
	Iteration 14Q: 3 clusters Score -1426516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1426551.375000 Penalty: 3182.853027
	Iteration 15Q: 3 clusters Score -1426551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1426580.750000 Penalty: 3182.853027
	Iteration 16Q: 3 clusters Score -1426581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1426604.000000 Penalty: 3182.853027
	Iteration 17Q: 3 clusters Score -1426604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1426619.375000 Penalty: 3182.853027
	Iteration 18Q: 3 clusters Score -1426619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1426642.625000 Penalty: 3182.853027
	Iteration 19Q: 3 clusters Score -1426643 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1426658.625000 Penalty: 3182.853027
	Iteration 20F: 3 clusters Score -1426659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1426668.625000 Penalty: 3182.853027
	Iteration 21Q: 3 clusters Score -1426669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1426675.000000 Penalty: 3182.853027
	Iteration 22Q: 3 clusters Score -1426675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1426684.750000 Penalty: 3182.853027
	Iteration 23Q: 3 clusters Score -1426685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1426690.750000 Penalty: 3182.853027
	Iteration 24Q: 3 clusters Score -1426691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1426699.250000 Penalty: 3182.853027
	Iteration 25Q: 3 clusters Score -1426699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1426707.125000 Penalty: 3182.853027
	Iteration 26Q: 3 clusters Score -1426707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1426715.000000 Penalty: 3182.853027
	Iteration 27Q: 3 clusters Score -1426715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1426717.375000 Penalty: 3182.853027
	Iteration 28Q: 3 clusters Score -1426717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1426726.500000 Penalty: 3182.853027
	Iteration 29Q: 3 clusters Score -1426726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1426727.250000 Penalty: 3182.853027
	Iteration 30Q: 3 clusters Score -1426727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1426726.125000 Penalty: 3182.853027
	Iteration 31Q: 3 clusters Score -1426726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1426726.000000 Penalty: 3182.853027
	Iteration 32Q: 3 clusters Score -1426726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1426734.625000 Penalty: 3182.853027
	Iteration 33Q: 3 clusters Score -1426735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1426735.750000 Penalty: 3182.853027
	Iteration 34Q: 3 clusters Score -1426736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1426736.875000 Penalty: 3182.853027
	Iteration 35Q: 3 clusters Score -1426737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1426742.000000 Penalty: 3182.853027
	Iteration 36Q: 3 clusters Score -1426742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1426745.500000 Penalty: 3182.853027
	Iteration 37Q: 3 clusters Score -1426746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1426745.375000 Penalty: 3182.853027
	Iteration 38Q: 3 clusters Score -1426745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1426750.500000 Penalty: 3182.853027
	Iteration 39Q: 3 clusters Score -1426750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1426753.750000 Penalty: 3182.853027
	Iteration 40F: 3 clusters Score -1426754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1426750.125000 Penalty: 3182.853027
	Iteration 41Q: 3 clusters Score -1426750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1426751.500000 Penalty: 3182.853027
	Iteration 42Q: 3 clusters Score -1426752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1426753.500000 Penalty: 3182.853027
	Iteration 43Q: 3 clusters Score -1426754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1426760.000000 Penalty: 3182.853027
	Iteration 44Q: 3 clusters Score -1426760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1426757.875000 Penalty: 3182.853027
	Iteration 45Q: 3 clusters Score -1426758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1426756.250000 Penalty: 3182.853027
	Iteration 46Q: 3 clusters Score -1426756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1426757.500000 Penalty: 3182.853027
	Iteration 47Q: 3 clusters Score -1426758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1426753.375000 Penalty: 3182.853027
	Iteration 48Q: 3 clusters Score -1426753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1426757.250000 Penalty: 3182.853027
	Iteration 49Q: 3 clusters Score -1426757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1426757.000000 Penalty: 3182.853027
	Iteration 50Q: 3 clusters Score -1426757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1426760.000000 Penalty: 3182.853027
	Iteration 51Q: 3 clusters Score -1426760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1426760.875000 Penalty: 3182.853027
	Iteration 52Q: 3 clusters Score -1426761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1426763.875000 Penalty: 3182.853027
	Iteration 53Q: 3 clusters Score -1426764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1426763.875000 Penalty: 3182.853027
	Iteration 54Q: 3 clusters Score -1426764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1426762.125000 Penalty: 3182.853027
	Iteration 55Q: 3 clusters Score -1426762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1426761.625000 Penalty: 3182.853027
	Iteration 56Q: 3 clusters Score -1426762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1426765.500000 Penalty: 3182.853027
	Iteration 57Q: 3 clusters Score -1426766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1426763.500000 Penalty: 3182.853027
	Iteration 58Q: 3 clusters Score -1426764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1426763.250000 Penalty: 3182.853027
	Iteration 59Q: 3 clusters Score -1426763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1426766.250000 Penalty: 3182.853027
	Iteration 60F: 3 clusters Score -1426766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1426764.750000 Penalty: 3182.853027
	Iteration 61Q: 3 clusters Score -1426765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1426764.750000 Penalty: 3182.853027
	Iteration 62F: 3 clusters Score -1426765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -298999.468750 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -298999.5 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 1995 members 
Entering Unmasked Estep 
Score: -295662.062500 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -295662.1 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -296683.875000 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -296683.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -296986.093750 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -296986.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -297238.250000 Penalty: 2700.484863
	Iteration 3F: 3 clusters Score -297238.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -297444.875000 Penalty: 2700.484863
	Iteration 4F: 3 clusters Score -297444.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -297610.343750 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -297610.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -297733.718750 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -297733.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -297841.687500 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -297841.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -297915.468750 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -297915.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -297960.218750 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -297960.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -297986.468750 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -297986.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -298004.343750 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -298004.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -298025.343750 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -298025.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298042.250000 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -298042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298055.937500 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -298055.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -298068.625000 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -298068.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -298074.593750 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -298074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -298082.781250 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -298082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -298087.281250 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -298087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -298091.312500 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -298091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298097.718750 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -298097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -298103.156250 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -298103.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -298107.437500 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -298107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -298110.250000 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -298110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -298112.343750 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -298112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -298115.000000 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -298115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -298115.968750 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -298116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -298116.218750 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -298116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -298116.562500 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -298116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -298117.218750 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -298117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -298117.750000 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -298117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -298118.875000 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -298118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -298121.250000 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -298121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -298123.375000 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -298123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -298124.125000 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -298124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -298125.406250 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -298125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -298126.718750 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -298126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -298127.906250 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -298127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -298128.500000 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -298128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -298130.625000 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -298130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -298132.218750 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -298132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298133.937500 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -298133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298134.218750 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -298134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -298134.750000 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -298134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298135.062500 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -298135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -298134.625000 Penalty: 2700.484863
	Iteration 45Q: 3 clusters Score -298134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -298134.625000 Penalty: 2700.484863
	Iteration 46F: 3 clusters Score -298134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -475730.687500 Penalty: 1406.245728
	Iteration 0F: 2 clusters Score -475730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -471339.093750 Penalty: 2812.491455
	Iteration 0F: 3 clusters Score -471339.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -472672.875000 Penalty: 2812.491455
	Iteration 1F: 3 clusters Score -472672.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -473156.500000 Penalty: 2812.491455
	Iteration 2F: 3 clusters Score -473156.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -473735.843750 Penalty: 2812.491455
	Iteration 3F: 3 clusters Score -473735.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -474399.531250 Penalty: 2812.491455
	Iteration 4F: 3 clusters Score -474399.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -474928.781250 Penalty: 2812.491455
	Iteration 5F: 3 clusters Score -474928.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -475223.843750 Penalty: 2812.491455
	Iteration 6F: 3 clusters Score -475223.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -475378.343750 Penalty: 2812.491455
	Iteration 7Q: 3 clusters Score -475378.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -475460.093750 Penalty: 2812.491455
	Iteration 8Q: 3 clusters Score -475460.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -475502.906250 Penalty: 2812.491455
	Iteration 9Q: 3 clusters Score -475502.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -475527.937500 Penalty: 2812.491455
	Iteration 10Q: 3 clusters Score -475527.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -475544.968750 Penalty: 2812.491455
	Iteration 11Q: 3 clusters Score -475545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -475556.656250 Penalty: 2812.491455
	Iteration 12Q: 3 clusters Score -475556.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -475571.500000 Penalty: 2812.491455
	Iteration 13Q: 3 clusters Score -475571.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -475584.062500 Penalty: 2812.491455
	Iteration 14Q: 3 clusters Score -475584.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -475593.750000 Penalty: 2812.491455
	Iteration 15Q: 3 clusters Score -475593.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -475599.875000 Penalty: 2812.491455
	Iteration 16Q: 3 clusters Score -475599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -475604.875000 Penalty: 2812.491455
	Iteration 17Q: 3 clusters Score -475604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -475608.875000 Penalty: 2812.491455
	Iteration 18Q: 3 clusters Score -475608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -475610.968750 Penalty: 2812.491455
	Iteration 19Q: 3 clusters Score -475611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -475613.843750 Penalty: 2812.491455
	Iteration 20F: 3 clusters Score -475613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -475615.843750 Penalty: 2812.491455
	Iteration 21Q: 3 clusters Score -475615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -475620.375000 Penalty: 2812.491455
	Iteration 22Q: 3 clusters Score -475620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -475622.437500 Penalty: 2812.491455
	Iteration 23Q: 3 clusters Score -475622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -475627.468750 Penalty: 2812.491455
	Iteration 24Q: 3 clusters Score -475627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -475629.125000 Penalty: 2812.491455
	Iteration 25Q: 3 clusters Score -475629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -475630.687500 Penalty: 2812.491455
	Iteration 26Q: 3 clusters Score -475630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -475632.281250 Penalty: 2812.491455
	Iteration 27Q: 3 clusters Score -475632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -475635.406250 Penalty: 2812.491455
	Iteration 28Q: 3 clusters Score -475635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -475637.687500 Penalty: 2812.491455
	Iteration 29Q: 3 clusters Score -475637.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -475638.906250 Penalty: 2812.491455
	Iteration 30Q: 3 clusters Score -475638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -475640.437500 Penalty: 2812.491455
	Iteration 31Q: 3 clusters Score -475640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -475642.468750 Penalty: 2812.491455
	Iteration 32Q: 3 clusters Score -475642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -475644.843750 Penalty: 2812.491455
	Iteration 33Q: 3 clusters Score -475644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -475646.781250 Penalty: 2812.491455
	Iteration 34Q: 3 clusters Score -475646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -475649.406250 Penalty: 2812.491455
	Iteration 35Q: 3 clusters Score -475649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -475652.125000 Penalty: 2812.491455
	Iteration 36Q: 3 clusters Score -475652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -475653.875000 Penalty: 2812.491455
	Iteration 37Q: 3 clusters Score -475653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475655.000000 Penalty: 2812.491455
	Iteration 38Q: 3 clusters Score -475655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475655.000000 Penalty: 2812.491455
	Iteration 39F: 3 clusters Score -475655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -470638.125000 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -470638.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -466340.031250 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -466340 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -467585.718750 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -467585.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -467847.343750 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -467847.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -468058.187500 Penalty: 2798.826904
	Iteration 3F: 3 clusters Score -468058.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -468234.468750 Penalty: 2798.826904
	Iteration 4F: 3 clusters Score -468234.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -468372.468750 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -468372.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -468530.968750 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -468531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -468648.218750 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -468648.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -468739.031250 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -468739 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -468800.406250 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -468800.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -468840.750000 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -468840.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -468876.750000 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -468876.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -468906.375000 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -468906.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -468932.250000 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -468932.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -468951.125000 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -468951.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -468973.125000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -468973.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -468991.718750 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -468991.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -469013.781250 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -469013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -469038.031250 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -469038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -469067.687500 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -469067.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -469091.375000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -469091.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -469112.343750 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -469112.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -469138.781250 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -469138.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -469173.281250 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -469173.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -469206.437500 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -469206.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -469237.000000 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -469237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -469262.437500 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -469262.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -469283.843750 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -469283.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -469305.718750 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -469305.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -469327.968750 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -469328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -469347.343750 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -469347.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -469365.500000 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -469365.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -469380.218750 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -469380.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -469391.718750 Penalty: 2798.826904
	Iteration 33Q: 3 clusters Score -469391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -469407.093750 Penalty: 2798.826904
	Iteration 34Q: 3 clusters Score -469407.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -469421.406250 Penalty: 2798.826904
	Iteration 35Q: 3 clusters Score -469421.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -469434.093750 Penalty: 2798.826904
	Iteration 36Q: 3 clusters Score -469434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -469444.062500 Penalty: 2798.826904
	Iteration 37Q: 3 clusters Score -469444.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -469455.000000 Penalty: 2798.826904
	Iteration 38Q: 3 clusters Score -469455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -469464.500000 Penalty: 2798.826904
	Iteration 39Q: 3 clusters Score -469464.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -469471.593750 Penalty: 2798.826904
	Iteration 40F: 3 clusters Score -469471.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -469479.843750 Penalty: 2798.826904
	Iteration 41Q: 3 clusters Score -469479.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -469487.562500 Penalty: 2798.826904
	Iteration 42Q: 3 clusters Score -469487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -469495.781250 Penalty: 2798.826904
	Iteration 43Q: 3 clusters Score -469495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -469499.968750 Penalty: 2798.826904
	Iteration 44Q: 3 clusters Score -469500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -469504.218750 Penalty: 2798.826904
	Iteration 45Q: 3 clusters Score -469504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -469508.406250 Penalty: 2798.826904
	Iteration 46Q: 3 clusters Score -469508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -469508.718750 Penalty: 2798.826904
	Iteration 47Q: 3 clusters Score -469508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -469510.968750 Penalty: 2798.826904
	Iteration 48Q: 3 clusters Score -469511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -469513.281250 Penalty: 2798.826904
	Iteration 49Q: 3 clusters Score -469513.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -469517.562500 Penalty: 2798.826904
	Iteration 50Q: 3 clusters Score -469517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -469522.156250 Penalty: 2798.826904
	Iteration 51Q: 3 clusters Score -469522.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -469527.312500 Penalty: 2798.826904
	Iteration 52Q: 3 clusters Score -469527.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -469533.593750 Penalty: 2798.826904
	Iteration 53Q: 3 clusters Score -469533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -469540.281250 Penalty: 2798.826904
	Iteration 54Q: 3 clusters Score -469540.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -469548.312500 Penalty: 2798.826904
	Iteration 55Q: 3 clusters Score -469548.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -469557.468750 Penalty: 2798.826904
	Iteration 56Q: 3 clusters Score -469557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -469565.062500 Penalty: 2798.826904
	Iteration 57Q: 3 clusters Score -469565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -469569.312500 Penalty: 2798.826904
	Iteration 58Q: 3 clusters Score -469569.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -469573.031250 Penalty: 2798.826904
	Iteration 59Q: 3 clusters Score -469573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -469576.000000 Penalty: 2798.826904
	Iteration 60F: 3 clusters Score -469576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -469578.312500 Penalty: 2798.826904
	Iteration 61Q: 3 clusters Score -469578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -469577.468750 Penalty: 2798.826904
	Iteration 62Q: 3 clusters Score -469577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -469579.093750 Penalty: 2798.826904
	Iteration 63Q: 3 clusters Score -469579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -469579.250000 Penalty: 2798.826904
	Iteration 64Q: 3 clusters Score -469579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -469579.156250 Penalty: 2798.826904
	Iteration 65Q: 3 clusters Score -469579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -469579.968750 Penalty: 2798.826904
	Iteration 66Q: 3 clusters Score -469580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -469579.968750 Penalty: 2798.826904
	Iteration 67F: 3 clusters Score -469580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -209945.843750 Penalty: 1270.690918
	Iteration 0F: 2 clusters Score -209945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -207536.734375 Penalty: 2541.381836
	Iteration 0F: 3 clusters Score -207536.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -208059.703125 Penalty: 2541.381836
	Iteration 1F: 3 clusters Score -208059.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -208214.218750 Penalty: 2541.381836
	Iteration 2F: 3 clusters Score -208214.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -208305.406250 Penalty: 2541.381836
	Iteration 3F: 3 clusters Score -208305.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -208377.453125 Penalty: 2541.381836
	Iteration 4Q: 3 clusters Score -208377.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208433.937500 Penalty: 2541.381836
	Iteration 5Q: 3 clusters Score -208433.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -208482.437500 Penalty: 2541.381836
	Iteration 6Q: 3 clusters Score -208482.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -208516.906250 Penalty: 2541.381836
	Iteration 7Q: 3 clusters Score -208516.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -208545.859375 Penalty: 2541.381836
	Iteration 8Q: 3 clusters Score -208545.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -208567.593750 Penalty: 2541.381836
	Iteration 9Q: 3 clusters Score -208567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208583.859375 Penalty: 2541.381836
	Iteration 10Q: 3 clusters Score -208583.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -208603.296875 Penalty: 2541.381836
	Iteration 11Q: 3 clusters Score -208603.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208625.109375 Penalty: 2541.381836
	Iteration 12Q: 3 clusters Score -208625.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208648.093750 Penalty: 2541.381836
	Iteration 13Q: 3 clusters Score -208648.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208666.859375 Penalty: 2541.381836
	Iteration 14Q: 3 clusters Score -208666.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208681.562500 Penalty: 2541.381836
	Iteration 15Q: 3 clusters Score -208681.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208691.453125 Penalty: 2541.381836
	Iteration 16Q: 3 clusters Score -208691.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208703.546875 Penalty: 2541.381836
	Iteration 17Q: 3 clusters Score -208703.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208715.093750 Penalty: 2541.381836
	Iteration 18Q: 3 clusters Score -208715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -208726.656250 Penalty: 2541.381836
	Iteration 19Q: 3 clusters Score -208726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -208733.312500 Penalty: 2541.381836
	Iteration 20F: 3 clusters Score -208733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -208740.515625 Penalty: 2541.381836
	Iteration 21Q: 3 clusters Score -208740.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -208750.000000 Penalty: 2541.381836
	Iteration 22Q: 3 clusters Score -208750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -208756.531250 Penalty: 2541.381836
	Iteration 23Q: 3 clusters Score -208756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -208759.281250 Penalty: 2541.381836
	Iteration 24Q: 3 clusters Score -208759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208761.000000 Penalty: 2541.381836
	Iteration 25Q: 3 clusters Score -208761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -208762.562500 Penalty: 2541.381836
	Iteration 26Q: 3 clusters Score -208762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -208763.328125 Penalty: 2541.381836
	Iteration 27Q: 3 clusters Score -208763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -208765.531250 Penalty: 2541.381836
	Iteration 28Q: 3 clusters Score -208765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -208766.578125 Penalty: 2541.381836
	Iteration 29Q: 3 clusters Score -208766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -208768.468750 Penalty: 2541.381836
	Iteration 30Q: 3 clusters Score -208768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208769.234375 Penalty: 2541.381836
	Iteration 31Q: 3 clusters Score -208769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208769.234375 Penalty: 2541.381836
	Iteration 32F: 3 clusters Score -208769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -604538.625000 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -604538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -599150.750000 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -599150.8 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -600926.937500 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -600926.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -601212.312500 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -601212.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -601439.687500 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -601439.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -601634.375000 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -601634.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -601799.375000 Penalty: 2885.058350
	Iteration 5Q: 3 clusters Score -601799.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -601932.312500 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -601932.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -602040.250000 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -602040.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -602139.250000 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -602139.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -602218.750000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -602218.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -602300.937500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -602300.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -602389.562500 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -602389.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -602484.250000 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -602484.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -602583.437500 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -602583.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -602686.812500 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -602686.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -602784.625000 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -602784.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -602863.125000 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -602863.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -602920.000000 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -602920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -602983.562500 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -602983.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -603034.375000 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -603034.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -603068.125000 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -603068.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -603091.125000 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -603091.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -603109.625000 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -603109.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -603122.062500 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -603122.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -603129.937500 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -603129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -603134.062500 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -603134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -603137.375000 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -603137.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -603137.437500 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -603137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -603139.812500 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -603139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -603139.625000 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -603139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -603139.687500 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -603139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -603139.687500 Penalty: 2885.058350
	Iteration 31F: 3 clusters Score -603139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Entering Unmasked Estep 
Score: -1130948.500000 Penalty: 1539.913330
	Iteration 0F: 2 clusters Score -1130948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1121787.000000 Penalty: 3079.826660
	Iteration 0F: 3 clusters Score -1121787 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1124835.375000 Penalty: 3079.826660
	Iteration 1F: 3 clusters Score -1124835 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1125103.500000 Penalty: 3079.826660
	Iteration 2F: 3 clusters Score -1125104 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1125338.375000 Penalty: 3079.826660
	Iteration 3Q: 3 clusters Score -1125338 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1125537.875000 Penalty: 3079.826660
	Iteration 4Q: 3 clusters Score -1125538 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1125741.500000 Penalty: 3079.826660
	Iteration 5Q: 3 clusters Score -1125742 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1125984.750000 Penalty: 3079.826660
	Iteration 6Q: 3 clusters Score -1125985 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1126249.875000 Penalty: 3079.826660
	Iteration 7Q: 3 clusters Score -1126250 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1126480.500000 Penalty: 3079.826660
	Iteration 8Q: 3 clusters Score -1126480 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1126675.250000 Penalty: 3079.826660
	Iteration 9Q: 3 clusters Score -1126675 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1126854.250000 Penalty: 3079.826660
	Iteration 10Q: 3 clusters Score -1126854 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1127014.500000 Penalty: 3079.826660
	Iteration 11Q: 3 clusters Score -1127014 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1127167.750000 Penalty: 3079.826660
	Iteration 12Q: 3 clusters Score -1127168 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1127302.625000 Penalty: 3079.826660
	Iteration 13Q: 3 clusters Score -1127303 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1127426.000000 Penalty: 3079.826660
	Iteration 14Q: 3 clusters Score -1127426 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1127534.000000 Penalty: 3079.826660
	Iteration 15Q: 3 clusters Score -1127534 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1127625.125000 Penalty: 3079.826660
	Iteration 16Q: 3 clusters Score -1127625 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1127712.500000 Penalty: 3079.826660
	Iteration 17Q: 3 clusters Score -1127712 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1127809.125000 Penalty: 3079.826660
	Iteration 18Q: 3 clusters Score -1127809 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1127903.125000 Penalty: 3079.826660
	Iteration 19Q: 3 clusters Score -1127903 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1127987.125000 Penalty: 3079.826660
	Iteration 20F: 3 clusters Score -1127987 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1128064.625000 Penalty: 3079.826660
	Iteration 21Q: 3 clusters Score -1128065 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1128131.125000 Penalty: 3079.826660
	Iteration 22Q: 3 clusters Score -1128131 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1128196.500000 Penalty: 3079.826660
	Iteration 23Q: 3 clusters Score -1128196 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1128265.125000 Penalty: 3079.826660
	Iteration 24Q: 3 clusters Score -1128265 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1128335.875000 Penalty: 3079.826660
	Iteration 25Q: 3 clusters Score -1128336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1128407.000000 Penalty: 3079.826660
	Iteration 26Q: 3 clusters Score -1128407 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1128483.250000 Penalty: 3079.826660
	Iteration 27Q: 3 clusters Score -1128483 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1128570.125000 Penalty: 3079.826660
	Iteration 28Q: 3 clusters Score -1128570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1128659.875000 Penalty: 3079.826660
	Iteration 29Q: 3 clusters Score -1128660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1128755.625000 Penalty: 3079.826660
	Iteration 30Q: 3 clusters Score -1128756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1128846.250000 Penalty: 3079.826660
	Iteration 31Q: 3 clusters Score -1128846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1128917.125000 Penalty: 3079.826660
	Iteration 32Q: 3 clusters Score -1128917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1129004.125000 Penalty: 3079.826660
	Iteration 33Q: 3 clusters Score -1129004 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1129079.000000 Penalty: 3079.826660
	Iteration 34Q: 3 clusters Score -1129079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1129146.250000 Penalty: 3079.826660
	Iteration 35Q: 3 clusters Score -1129146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1129210.500000 Penalty: 3079.826660
	Iteration 36Q: 3 clusters Score -1129210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1129263.750000 Penalty: 3079.826660
	Iteration 37Q: 3 clusters Score -1129264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1129311.875000 Penalty: 3079.826660
	Iteration 38Q: 3 clusters Score -1129312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1129355.500000 Penalty: 3079.826660
	Iteration 39Q: 3 clusters Score -1129356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1129388.125000 Penalty: 3079.826660
	Iteration 40F: 3 clusters Score -1129388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1129423.625000 Penalty: 3079.826660
	Iteration 41Q: 3 clusters Score -1129424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1129461.750000 Penalty: 3079.826660
	Iteration 42Q: 3 clusters Score -1129462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1129495.500000 Penalty: 3079.826660
	Iteration 43Q: 3 clusters Score -1129496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1129513.625000 Penalty: 3079.826660
	Iteration 44Q: 3 clusters Score -1129514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1129533.500000 Penalty: 3079.826660
	Iteration 45Q: 3 clusters Score -1129534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1129549.000000 Penalty: 3079.826660
	Iteration 46Q: 3 clusters Score -1129549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1129566.125000 Penalty: 3079.826660
	Iteration 47Q: 3 clusters Score -1129566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1129574.750000 Penalty: 3079.826660
	Iteration 48Q: 3 clusters Score -1129575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1129581.875000 Penalty: 3079.826660
	Iteration 49Q: 3 clusters Score -1129582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1129587.250000 Penalty: 3079.826660
	Iteration 50Q: 3 clusters Score -1129587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1129595.375000 Penalty: 3079.826660
	Iteration 51Q: 3 clusters Score -1129595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1129599.000000 Penalty: 3079.826660
	Iteration 52Q: 3 clusters Score -1129599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1129604.625000 Penalty: 3079.826660
	Iteration 53Q: 3 clusters Score -1129605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1129614.000000 Penalty: 3079.826660
	Iteration 54Q: 3 clusters Score -1129614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1129622.875000 Penalty: 3079.826660
	Iteration 55Q: 3 clusters Score -1129623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1129627.875000 Penalty: 3079.826660
	Iteration 56Q: 3 clusters Score -1129628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1129632.000000 Penalty: 3079.826660
	Iteration 57Q: 3 clusters Score -1129632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1129634.875000 Penalty: 3079.826660
	Iteration 58Q: 3 clusters Score -1129635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1129637.375000 Penalty: 3079.826660
	Iteration 59Q: 3 clusters Score -1129637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1129639.625000 Penalty: 3079.826660
	Iteration 60F: 3 clusters Score -1129640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1129639.875000 Penalty: 3079.826660
	Iteration 61Q: 3 clusters Score -1129640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1129639.875000 Penalty: 3079.826660
	Iteration 62F: 3 clusters Score -1129640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -221154.015625 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -221154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -218607.656250 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -218607.7 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -219319.265625 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -219319.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -219561.421875 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -219561.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -219734.812500 Penalty: 2574.263184
	Iteration 3F: 3 clusters Score -219734.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -219866.156250 Penalty: 2574.263184
	Iteration 4F: 3 clusters Score -219866.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -220000.078125 Penalty: 2574.263184
	Iteration 5Q: 3 clusters Score -220000.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220122.828125 Penalty: 2574.263184
	Iteration 6Q: 3 clusters Score -220122.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -220225.375000 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -220225.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -220305.171875 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -220305.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -220366.359375 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -220366.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -220427.156250 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -220427.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -220488.750000 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -220488.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -220547.140625 Penalty: 2574.263184
	Iteration 12Q: 3 clusters Score -220547.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220609.187500 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -220609.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -220643.750000 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -220643.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220672.328125 Penalty: 2574.263184
	Iteration 15Q: 3 clusters Score -220672.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220690.828125 Penalty: 2574.263184
	Iteration 16Q: 3 clusters Score -220690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -220703.281250 Penalty: 2574.263184
	Iteration 17Q: 3 clusters Score -220703.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -220713.468750 Penalty: 2574.263184
	Iteration 18Q: 3 clusters Score -220713.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -220722.250000 Penalty: 2574.263184
	Iteration 19Q: 3 clusters Score -220722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220727.500000 Penalty: 2574.263184
	Iteration 20F: 3 clusters Score -220727.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -220732.250000 Penalty: 2574.263184
	Iteration 21Q: 3 clusters Score -220732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -220734.703125 Penalty: 2574.263184
	Iteration 22Q: 3 clusters Score -220734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220737.937500 Penalty: 2574.263184
	Iteration 23Q: 3 clusters Score -220737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -220738.968750 Penalty: 2574.263184
	Iteration 24Q: 3 clusters Score -220739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220742.000000 Penalty: 2574.263184
	Iteration 25Q: 3 clusters Score -220742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -220744.375000 Penalty: 2574.263184
	Iteration 26Q: 3 clusters Score -220744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -220747.171875 Penalty: 2574.263184
	Iteration 27Q: 3 clusters Score -220747.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220750.875000 Penalty: 2574.263184
	Iteration 28Q: 3 clusters Score -220750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -220753.734375 Penalty: 2574.263184
	Iteration 29Q: 3 clusters Score -220753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220753.906250 Penalty: 2574.263184
	Iteration 30Q: 3 clusters Score -220753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220753.906250 Penalty: 2574.263184
	Iteration 31F: 3 clusters Score -220753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -387994.343750 Penalty: 1389.571411
	Iteration 0F: 2 clusters Score -387994.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -383955.125000 Penalty: 2779.142822
	Iteration 0F: 3 clusters Score -383955.1 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -385208.906250 Penalty: 2779.142822
	Iteration 1F: 3 clusters Score -385208.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -385477.156250 Penalty: 2779.142822
	Iteration 2F: 3 clusters Score -385477.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -385721.093750 Penalty: 2779.142822
	Iteration 3F: 3 clusters Score -385721.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -385927.250000 Penalty: 2779.142822
	Iteration 4F: 3 clusters Score -385927.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -386085.375000 Penalty: 2779.142822
	Iteration 5Q: 3 clusters Score -386085.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -386207.781250 Penalty: 2779.142822
	Iteration 6Q: 3 clusters Score -386207.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -386282.093750 Penalty: 2779.142822
	Iteration 7Q: 3 clusters Score -386282.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -386333.000000 Penalty: 2779.142822
	Iteration 8Q: 3 clusters Score -386333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -386388.500000 Penalty: 2779.142822
	Iteration 9Q: 3 clusters Score -386388.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -386429.187500 Penalty: 2779.142822
	Iteration 10Q: 3 clusters Score -386429.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -386458.656250 Penalty: 2779.142822
	Iteration 11Q: 3 clusters Score -386458.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -386481.343750 Penalty: 2779.142822
	Iteration 12Q: 3 clusters Score -386481.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -386495.125000 Penalty: 2779.142822
	Iteration 13Q: 3 clusters Score -386495.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -386505.187500 Penalty: 2779.142822
	Iteration 14Q: 3 clusters Score -386505.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -386515.812500 Penalty: 2779.142822
	Iteration 15Q: 3 clusters Score -386515.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -386526.250000 Penalty: 2779.142822
	Iteration 16Q: 3 clusters Score -386526.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -386535.093750 Penalty: 2779.142822
	Iteration 17Q: 3 clusters Score -386535.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -386543.343750 Penalty: 2779.142822
	Iteration 18Q: 3 clusters Score -386543.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -386552.218750 Penalty: 2779.142822
	Iteration 19Q: 3 clusters Score -386552.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -386559.625000 Penalty: 2779.142822
	Iteration 20F: 3 clusters Score -386559.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -386566.906250 Penalty: 2779.142822
	Iteration 21Q: 3 clusters Score -386566.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -386571.500000 Penalty: 2779.142822
	Iteration 22Q: 3 clusters Score -386571.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -386575.937500 Penalty: 2779.142822
	Iteration 23Q: 3 clusters Score -386575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -386580.312500 Penalty: 2779.142822
	Iteration 24Q: 3 clusters Score -386580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -386583.593750 Penalty: 2779.142822
	Iteration 25Q: 3 clusters Score -386583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -386586.625000 Penalty: 2779.142822
	Iteration 26Q: 3 clusters Score -386586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -386590.468750 Penalty: 2779.142822
	Iteration 27Q: 3 clusters Score -386590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -386592.218750 Penalty: 2779.142822
	Iteration 28Q: 3 clusters Score -386592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -386591.562500 Penalty: 2779.142822
	Iteration 29Q: 3 clusters Score -386591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -386592.781250 Penalty: 2779.142822
	Iteration 30Q: 3 clusters Score -386592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -386593.375000 Penalty: 2779.142822
	Iteration 31Q: 3 clusters Score -386593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -386593.250000 Penalty: 2779.142822
	Iteration 32Q: 3 clusters Score -386593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -386594.843750 Penalty: 2779.142822
	Iteration 33Q: 3 clusters Score -386594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -386594.375000 Penalty: 2779.142822
	Iteration 34Q: 3 clusters Score -386594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -386594.375000 Penalty: 2779.142822
	Iteration 35F: 3 clusters Score -386594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -397482.343750 Penalty: 1375.811401
	Iteration 0F: 2 clusters Score -397482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -393670.656250 Penalty: 2751.622803
	Iteration 0F: 3 clusters Score -393670.7 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -394662.656250 Penalty: 2751.622803
	Iteration 1F: 3 clusters Score -394662.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -394913.031250 Penalty: 2751.622803
	Iteration 2F: 3 clusters Score -394913 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -395095.500000 Penalty: 2751.622803
	Iteration 3F: 3 clusters Score -395095.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -395248.312500 Penalty: 2751.622803
	Iteration 4Q: 3 clusters Score -395248.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -395403.468750 Penalty: 2751.622803
	Iteration 5Q: 3 clusters Score -395403.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -395537.593750 Penalty: 2751.622803
	Iteration 6Q: 3 clusters Score -395537.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -395676.781250 Penalty: 2751.622803
	Iteration 7Q: 3 clusters Score -395676.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -395820.406250 Penalty: 2751.622803
	Iteration 8Q: 3 clusters Score -395820.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -395971.937500 Penalty: 2751.622803
	Iteration 9Q: 3 clusters Score -395971.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -396100.687500 Penalty: 2751.622803
	Iteration 10Q: 3 clusters Score -396100.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -396204.718750 Penalty: 2751.622803
	Iteration 11Q: 3 clusters Score -396204.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -396286.781250 Penalty: 2751.622803
	Iteration 12Q: 3 clusters Score -396286.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -396348.406250 Penalty: 2751.622803
	Iteration 13Q: 3 clusters Score -396348.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -396398.625000 Penalty: 2751.622803
	Iteration 14Q: 3 clusters Score -396398.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -396441.000000 Penalty: 2751.622803
	Iteration 15Q: 3 clusters Score -396441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -396471.343750 Penalty: 2751.622803
	Iteration 16Q: 3 clusters Score -396471.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -396499.593750 Penalty: 2751.622803
	Iteration 17Q: 3 clusters Score -396499.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -396519.656250 Penalty: 2751.622803
	Iteration 18Q: 3 clusters Score -396519.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -396532.500000 Penalty: 2751.622803
	Iteration 19Q: 3 clusters Score -396532.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -396547.031250 Penalty: 2751.622803
	Iteration 20F: 3 clusters Score -396547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -396554.343750 Penalty: 2751.622803
	Iteration 21Q: 3 clusters Score -396554.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -396561.812500 Penalty: 2751.622803
	Iteration 22Q: 3 clusters Score -396561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -396566.312500 Penalty: 2751.622803
	Iteration 23Q: 3 clusters Score -396566.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396568.843750 Penalty: 2751.622803
	Iteration 24Q: 3 clusters Score -396568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -396572.718750 Penalty: 2751.622803
	Iteration 25Q: 3 clusters Score -396572.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -396576.687500 Penalty: 2751.622803
	Iteration 26Q: 3 clusters Score -396576.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -396581.093750 Penalty: 2751.622803
	Iteration 27Q: 3 clusters Score -396581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -396584.281250 Penalty: 2751.622803
	Iteration 28Q: 3 clusters Score -396584.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -396589.218750 Penalty: 2751.622803
	Iteration 29Q: 3 clusters Score -396589.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -396594.812500 Penalty: 2751.622803
	Iteration 30Q: 3 clusters Score -396594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -396601.312500 Penalty: 2751.622803
	Iteration 31Q: 3 clusters Score -396601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -396607.906250 Penalty: 2751.622803
	Iteration 32Q: 3 clusters Score -396607.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -396614.062500 Penalty: 2751.622803
	Iteration 33Q: 3 clusters Score -396614.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -396623.093750 Penalty: 2751.622803
	Iteration 34Q: 3 clusters Score -396623.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -396630.156250 Penalty: 2751.622803
	Iteration 35Q: 3 clusters Score -396630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -396636.125000 Penalty: 2751.622803
	Iteration 36Q: 3 clusters Score -396636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -396640.687500 Penalty: 2751.622803
	Iteration 37Q: 3 clusters Score -396640.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -396651.375000 Penalty: 2751.622803
	Iteration 38Q: 3 clusters Score -396651.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396660.937500 Penalty: 2751.622803
	Iteration 39Q: 3 clusters Score -396660.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -396670.656250 Penalty: 2751.622803
	Iteration 40F: 3 clusters Score -396670.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396677.125000 Penalty: 2751.622803
	Iteration 41Q: 3 clusters Score -396677.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -396685.187500 Penalty: 2751.622803
	Iteration 42Q: 3 clusters Score -396685.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -396692.875000 Penalty: 2751.622803
	Iteration 43Q: 3 clusters Score -396692.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -396701.437500 Penalty: 2751.622803
	Iteration 44Q: 3 clusters Score -396701.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -396706.093750 Penalty: 2751.622803
	Iteration 45Q: 3 clusters Score -396706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396709.812500 Penalty: 2751.622803
	Iteration 46Q: 3 clusters Score -396709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396709.500000 Penalty: 2751.622803
	Iteration 47Q: 3 clusters Score -396709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396710.781250 Penalty: 2751.622803
	Iteration 48Q: 3 clusters Score -396710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396711.562500 Penalty: 2751.622803
	Iteration 49Q: 3 clusters Score -396711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -396711.625000 Penalty: 2751.622803
	Iteration 50Q: 3 clusters Score -396711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -396712.843750 Penalty: 2751.622803
	Iteration 51Q: 3 clusters Score -396712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -396712.281250 Penalty: 2751.622803
	Iteration 52Q: 3 clusters Score -396712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -396712.593750 Penalty: 2751.622803
	Iteration 53Q: 3 clusters Score -396712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -396713.562500 Penalty: 2751.622803
	Iteration 54Q: 3 clusters Score -396713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -396713.625000 Penalty: 2751.622803
	Iteration 55Q: 3 clusters Score -396713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -396713.625000 Penalty: 2751.622803
	Iteration 56F: 3 clusters Score -396713.6 nChanged 0
--- Evaluating fit on full set of 1971799 points ---
Entering Unmasked Estep 
Score: -162999392.000000 Penalty: 77726.523438
25->34 Clusters: Score -162999392.000000, best is -163038816.000000

Main iterations: 0 (time per=infms)
Total iterations: 43310 (time per=172.409133ms)
Iterations metric 2: 1040639787008.000000 (time per=7.175432ns)
Iterations metric 3: 24973991215104.000000 (time per=298.992639ps)

That took 7467.039551 seconds.
